{"pageNumber":"87","pageRowStart":"2150","pageSize":"25","recordCount":46619,"records":[{"id":70238350,"text":"70238350 - 2024 - Lingering impacts of the 2014-2016 northeast Pacific marine heatwave on seabird demography in Cook Inlet, Alaska (USA)","interactions":[],"lastModifiedDate":"2024-06-18T13:49:34.94651","indexId":"70238350","displayToPublicDate":"2022-11-10T06:49:25","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":2663,"text":"Marine Ecology Progress Series","active":true,"publicationSubtype":{"id":10}},"title":"Lingering impacts of the 2014-2016 northeast Pacific marine heatwave on seabird demography in Cook Inlet, Alaska (USA)","docAbstract":"<p class=\"abstract_block\">A protracted period (2014-2016) of anomalously warm water in the northeast Pacific Ocean precipitated an extensive die-off of common murres<span>&nbsp;</span><i>Uria aalge</i><span>&nbsp;</span>(hereafter ‘murres’) during 2015-2016, accompanied by reduced colony attendance and reproductive success of murres and black-legged kittiwakes<span>&nbsp;</span><i>Rissa tridactyla</i><span>&nbsp;</span>(‘kittiwakes’) starting in 2015. Most murres died of starvation following a large-scale reduction in abundance and quality of forage fish. To assess murre and kittiwake recovery following the marine heatwave, we monitored their demographics at 2 colonies (Chisik and Gull Islands) in Cook Inlet, Alaska (USA), from 2016 to 2019. Compared to historic data (1995-1999), we observed declines and increased variability in colony attendance and productivity across species and colonies, and predation was widespread. At Chisik, where food limitations were common during historic studies, both species experienced substantial population declines and reproductive failures in all 4 years (2016-2019) following the heatwave. At Gull, a typically productive colony during historic studies, murres failed to fledge chicks for 3 years (2016-2018) following the heatwave. By 2019, murre productivity recovered to about half that observed during historic studies (0.28 vs. 0.54 chicks per pair), but populations had declined by half. Kittiwake population size at Gull declined a quarter from historic counts, and reproduction alternated between complete breeding failures (2016/2018) and high productivity (2017/2019). These multi-year demographic impacts indicate lingering effects of the heatwave on kittiwakes and murres through forage fish depletion and increased predator disturbance, and possibly other stressors. It remains unknown whether populations can rebound to historic levels. If so, recovery would likely take decades.</p>","language":"English","publisher":"Inter-Research Science Publisher","doi":"10.3354/meps14177","usgsCitation":"Schoen, S.K., Arimitsu, M.L., Marsteller, C.E., and Piatt, J., 2024, Lingering impacts of the 2014-2016 northeast Pacific marine heatwave on seabird demography in Cook Inlet, Alaska (USA): Marine Ecology Progress Series, v. 737, p. 121-136, https://doi.org/10.3354/meps14177.","productDescription":"16 p.","startPage":"121","endPage":"136","ipdsId":"IP-139150","costCenters":[{"id":116,"text":"Alaska Science Center Biology MFEB","active":true,"usgs":true}],"links":[{"id":441302,"rank":2,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.3354/meps14177","text":"Publisher Index Page"},{"id":409415,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"country":"United States","state":"Alaska","otherGeospatial":"Cook Inlet","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -154.86692834754194,\n              58.461367338468136\n            ],\n            [\n              -148.58541629436866,\n              58.461367338468136\n            ],\n            [\n              -148.58541629436866,\n              61.78410578839723\n            ],\n            [\n              -154.86692834754194,\n              61.78410578839723\n            ],\n            [\n              -154.86692834754194,\n              58.461367338468136\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","volume":"737","noUsgsAuthors":false,"publicationDate":"2024-06-06","publicationStatus":"PW","contributors":{"authors":[{"text":"Schoen, Sarah K. 0000-0002-5685-5185 sschoen@usgs.gov","orcid":"https://orcid.org/0000-0002-5685-5185","contributorId":5136,"corporation":false,"usgs":true,"family":"Schoen","given":"Sarah","email":"sschoen@usgs.gov","middleInitial":"K.","affiliations":[{"id":116,"text":"Alaska Science Center Biology MFEB","active":true,"usgs":true}],"preferred":true,"id":857228,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Arimitsu, Mayumi L. 0000-0001-6982-2238 marimitsu@usgs.gov","orcid":"https://orcid.org/0000-0001-6982-2238","contributorId":140501,"corporation":false,"usgs":true,"family":"Arimitsu","given":"Mayumi","email":"marimitsu@usgs.gov","middleInitial":"L.","affiliations":[{"id":116,"text":"Alaska Science Center Biology MFEB","active":true,"usgs":true}],"preferred":true,"id":857229,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Marsteller, Caitlin Elizabeth 0000-0002-2430-0708","orcid":"https://orcid.org/0000-0002-2430-0708","contributorId":251784,"corporation":false,"usgs":true,"family":"Marsteller","given":"Caitlin","email":"","middleInitial":"Elizabeth","affiliations":[{"id":116,"text":"Alaska Science Center Biology MFEB","active":true,"usgs":true}],"preferred":true,"id":857230,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Piatt, John F. 0000-0002-4417-5748","orcid":"https://orcid.org/0000-0002-4417-5748","contributorId":244053,"corporation":false,"usgs":true,"family":"Piatt","given":"John F.","affiliations":[{"id":116,"text":"Alaska Science Center Biology MFEB","active":true,"usgs":true}],"preferred":true,"id":857231,"contributorType":{"id":1,"text":"Authors"},"rank":4}]}}
,{"id":70256707,"text":"70256707 - 2024 - Paradigm versus paradox on the prairie: Testing competing stream fish movement frameworks using an imperiled Great Plains minnow","interactions":[],"lastModifiedDate":"2024-09-03T15:11:20.094795","indexId":"70256707","displayToPublicDate":"2022-02-22T10:02:45","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":2792,"text":"Movement Ecology","active":true,"publicationSubtype":{"id":10}},"title":"Paradigm versus paradox on the prairie: Testing competing stream fish movement frameworks using an imperiled Great Plains minnow","docAbstract":"<h3 class=\"c-article__sub-heading\" data-test=\"abstract-sub-heading\">Background</h3><p>Movement information can improve conservation of imperiled species, yet movement is not quantified for many organisms in need of conservation. Prairie chub (<i>Macrhybopsis australis</i>) is a regionally endemic freshwater fish with unquantified movement ecology and currently considered for listing under the Endangered Species Act. The purpose of this study was to test competing ecological theories for prairie chub movement, including the colonization cycle hypothesis (CCH) that posits adults must make upstream movements to compensate for downstream drift at early life stages, and the restricted movement paradigm (RMP) that describes populations as heterogeneous mixes of mostly stationary and few mobile fish.</p><h3 class=\"c-article__sub-heading\" data-test=\"abstract-sub-heading\">Methods</h3><p>We tagged prairie chub with visible implant elastomer during the summer (May–August) of 2019 and 2020 to estimate net distance moved (m) and movement rate (m/d). We tested the hypotheses that observed prairie chub movement would be greater than expected under the RMP and that prairie chub movement would be biased in an upstream direction as predicted by the CCH.</p><h3 class=\"c-article__sub-heading\" data-test=\"abstract-sub-heading\">Results</h3><p>We tagged 5771 prairie chub and recaptured 213 individuals across 2019 and 2020. The stationary and mobile components of the prairie chub population moved an order of magnitude further and faster than expected under the RMP during both years. However, we found only limited evidence of upstream bias in adult prairie chub movement as would be expected under the CCH.</p><h3 class=\"c-article__sub-heading\" data-test=\"abstract-sub-heading\">Conclusions</h3><p>Our findings are partly inconsistent with the RMP and the CCH, and instead closely follow the drift paradox (DP), in which upstream populations persist despite presumed downstream drift during early life stages and in the apparent absence of upstream bias in recolonization. Previous mathematical solutions to the DP suggest organisms that experience drift maintain upstream populations through either minimization of drift periods such that small amounts of upstream movement are needed to counter the effects of advection or increasing dispersal regardless of directionality. We conclude that the resolution to the DP for prairie chub is an increase in total dispersal and our results provide insight into the spatial scales at which prairie chub conservation and management may need to operate to maintain broad-scale habitat connectivity.</p>","language":"English","publisher":"BMC","doi":"10.1186/s40462-022-00306-9","usgsCitation":"Steffensmeier, Z., Wedgeworth, M., Yancy, L., Santee, N., Brewer, S.K., and Perkin, J., 2024, Paradigm versus paradox on the prairie: Testing competing stream fish movement frameworks using an imperiled Great Plains minnow: Movement Ecology, v. 10, 8, 18 p., https://doi.org/10.1186/s40462-022-00306-9.","productDescription":"8, 18 p.","ipdsId":"IP-129827","costCenters":[{"id":198,"text":"Coop Res Unit Atlanta","active":true,"usgs":true}],"links":[{"id":441317,"rank":0,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.1186/s40462-022-00306-9","text":"Publisher Index Page"},{"id":433406,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"country":"United States","state":"Oklahoma, Texas","otherGeospatial":"Upper Red River basin","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -99.53999110651326,\n              34.46203470581571\n            ],\n            [\n              -99.53999110651326,\n              34.01411561470975\n            ],\n            [\n              -98.91228898932087,\n              34.01411561470975\n            ],\n            [\n              -98.91228898932087,\n              34.46203470581571\n            ],\n            [\n              -99.53999110651326,\n              34.46203470581571\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","volume":"10","noUsgsAuthors":false,"publicationDate":"2022-02-22","publicationStatus":"PW","contributors":{"authors":[{"text":"Steffensmeier, Z.D.","contributorId":276153,"corporation":false,"usgs":false,"family":"Steffensmeier","given":"Z.D.","affiliations":[{"id":6747,"text":"Texas A&M University","active":true,"usgs":false}],"preferred":false,"id":908728,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Wedgeworth, M.","contributorId":276151,"corporation":false,"usgs":false,"family":"Wedgeworth","given":"M.","affiliations":[{"id":7249,"text":"Oklahoma State University","active":true,"usgs":false}],"preferred":false,"id":908729,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Yancy, L.","contributorId":341639,"corporation":false,"usgs":false,"family":"Yancy","given":"L.","email":"","affiliations":[{"id":6747,"text":"Texas A&M University","active":true,"usgs":false}],"preferred":false,"id":908730,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Santee, N.","contributorId":341641,"corporation":false,"usgs":false,"family":"Santee","given":"N.","email":"","affiliations":[{"id":6747,"text":"Texas A&M University","active":true,"usgs":false}],"preferred":false,"id":908731,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Brewer, Shannon K. 0000-0002-1537-3921 skbrewer@usgs.gov","orcid":"https://orcid.org/0000-0002-1537-3921","contributorId":2252,"corporation":false,"usgs":true,"family":"Brewer","given":"Shannon","email":"skbrewer@usgs.gov","middleInitial":"K.","affiliations":[{"id":291,"text":"Fort Collins Science Center","active":true,"usgs":true},{"id":198,"text":"Coop Res Unit Atlanta","active":true,"usgs":true}],"preferred":true,"id":908732,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Perkin, J.S.","contributorId":276147,"corporation":false,"usgs":false,"family":"Perkin","given":"J.S.","email":"","affiliations":[{"id":6747,"text":"Texas A&M University","active":true,"usgs":false}],"preferred":false,"id":908733,"contributorType":{"id":1,"text":"Authors"},"rank":6}]}}
,{"id":70261887,"text":"70261887 - 2024 - A latest Pleistocene and Holocene composite tephrostratigraphic framework for northeastern North America","interactions":[],"lastModifiedDate":"2024-12-31T16:08:38.559478","indexId":"70261887","displayToPublicDate":"2021-11-01T00:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":3219,"text":"Quaternary Science Reviews","active":true,"publicationSubtype":{"id":10}},"title":"A latest Pleistocene and Holocene composite tephrostratigraphic framework for northeastern North America","docAbstract":"<p>Lakes and bogs in northeastern North America preserve tephra deposits sourced from multiple volcanic systems in the Northern Hemisphere. However, most studies of these deposits focus on specific Holocene intervals and the latest Pleistocene, providing snapshots rather than a full picture. We combine new data with previous work, supplemented by a broad review of the characteristics and ages of potential source regions and volcanoes, to develop the first composite tephrostratigraphic framework covering the last ~14,000 years for this region. We report new cryptotephra records from three ombrotrophic peat bogs—Irwin Smith (Michigan), Bloomingdale (New York), and Sidney Bog (Maine)—as well as new analyses and age models from previously reported sites, Nordan’s Pond Bog (Newfoundland) and Thin-Ice Pond (Nova Scotia). A new tephra (Iliinsky) from the NGRIP and GRIP ice cores is also presented as it can be correlated to new data from these terrestrial records and helps validate radiocarbon age models. We identify 21 new tephra in addition to the 15 already known, several of which cover the entire region – the White River Ash east, Newberry Pumice, Ruppert (NDN230), and Mazama. For the first time we find Mount St. Helens Yn (ca. 3660 cal yr BP) and a set P tephra (~3000–2550 cal yr BP), and confirm the presence of Jala Pumice from Volcan Ceboruco, Mexico, and KS1 from Ksudach volcano, Kamchatka. We describe new “ultra-distal” tephra, including the early Holocene KS<sub>2</sub> eruption, and propose correlations to volcanoes Iliinsky and Shiveluch of Kamchatka, and Ushishir of the Kurile Islands. Not all of these tephra represent large eruptions, with several plausible correlations to sub-Plinian events. Using Bayesian age-modeling, we present new age estimates for the newly described tephra, for tephra with previously poor age control, and for several proximal correlatives. Overall, we demonstrate northeastern North America’s importance for providing transcontinental linkages between paleoenvironmental records and providing insights into ash distribution from different styles and sizes of eruptions.</p>","language":"English","publisher":"Elsevier","doi":"10.1016/j.quascirev.2021.107242","usgsCitation":"Jensen, B.J., Davies, L.J., Nolan, C.J., Pyne-O’Donnell, S., Monteath, A., Ponomareva, V., Portnyagin, M., Booth, R.K., Bursik, M., Cook, E., Plunkett, G., Vallance, J.W., Luo, Y., Cwynar, L., Hughes, P., and Pearson, D., 2024, A latest Pleistocene and Holocene composite tephrostratigraphic framework for northeastern North America: Quaternary Science Reviews, v. 272, 107242, 31 p., https://doi.org/10.1016/j.quascirev.2021.107242.","productDescription":"107242, 31 p.","ipdsId":"IP-133544","costCenters":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"links":[{"id":467060,"rank":0,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.1016/j.quascirev.2021.107242","text":"Publisher Index Page"},{"id":465569,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"country":"Canada, United States","otherGeospatial":"northeastern North America","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -86.70710190314398,\n              45.89875407338073\n            ],\n            [\n              -87.25715165097691,\n              41.88494584293869\n            ],\n            [\n              -70.39038584514105,\n              42.568403377972174\n            ],\n            [\n              -61.02421079487245,\n              44.282776992445974\n            ],\n            [\n              -51.839625858910196,\n              47.329526024513775\n            ],\n          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J.","contributorId":345657,"corporation":false,"usgs":false,"family":"Davies","given":"Lauren","email":"","middleInitial":"J.","affiliations":[{"id":82680,"text":"Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB, T6G 2E3, Canada","active":true,"usgs":false}],"preferred":false,"id":922146,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Nolan, Connor J. 0000-0002-2780-2041","orcid":"https://orcid.org/0000-0002-2780-2041","contributorId":300684,"corporation":false,"usgs":false,"family":"Nolan","given":"Connor","email":"","middleInitial":"J.","affiliations":[{"id":6986,"text":"Stanford University","active":true,"usgs":false}],"preferred":false,"id":922147,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Pyne-O’Donnell, Sean 0000-0002-1808-0366","orcid":"https://orcid.org/0000-0002-1808-0366","contributorId":347674,"corporation":false,"usgs":false,"family":"Pyne-O’Donnell","given":"Sean","affiliations":[{"id":83200,"text":"Archaeology & Palaeoecology, School of Natural and Built Environment, Queen’s University Belfast, UK","active":true,"usgs":false}],"preferred":false,"id":922148,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Monteath, Alistair J.","contributorId":347675,"corporation":false,"usgs":false,"family":"Monteath","given":"Alistair J.","affiliations":[{"id":83201,"text":"4Department of Geography and Environment, University of Southampton, Southampton, UK","active":true,"usgs":false}],"preferred":false,"id":922149,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Ponomareva, Vera 0000-0001-6771-9923","orcid":"https://orcid.org/0000-0001-6771-9923","contributorId":347676,"corporation":false,"usgs":false,"family":"Ponomareva","given":"Vera","affiliations":[{"id":83202,"text":"Institute of Volcanology and Seismology, Petropavlovsk-Kamchatsky, Russia","active":true,"usgs":false}],"preferred":false,"id":922150,"contributorType":{"id":1,"text":"Authors"},"rank":6},{"text":"Portnyagin, Maxim 0000-0001-5197-6562","orcid":"https://orcid.org/0000-0001-5197-6562","contributorId":347677,"corporation":false,"usgs":false,"family":"Portnyagin","given":"Maxim","affiliations":[{"id":83203,"text":"GEOMAR Helmholtz Center for Ocean Research Kiel, Kiel, Germany","active":true,"usgs":false}],"preferred":false,"id":922151,"contributorType":{"id":1,"text":"Authors"},"rank":7},{"text":"Booth, Robert K","contributorId":220202,"corporation":false,"usgs":false,"family":"Booth","given":"Robert","email":"","middleInitial":"K","affiliations":[{"id":16160,"text":"Lehigh University","active":true,"usgs":false}],"preferred":false,"id":922152,"contributorType":{"id":1,"text":"Authors"},"rank":8},{"text":"Bursik, Marcus 0000-0002-9312-5202","orcid":"https://orcid.org/0000-0002-9312-5202","contributorId":345615,"corporation":false,"usgs":false,"family":"Bursik","given":"Marcus","email":"","affiliations":[{"id":82657,"text":"SUNY Buffalo, Buffalo, NY","active":true,"usgs":false}],"preferred":false,"id":922153,"contributorType":{"id":1,"text":"Authors"},"rank":9},{"text":"Cook, Elizabeth","contributorId":299832,"corporation":false,"usgs":false,"family":"Cook","given":"Elizabeth","email":"","affiliations":[{"id":64959,"text":"Barnard College-Columbia University","active":true,"usgs":false}],"preferred":false,"id":922154,"contributorType":{"id":1,"text":"Authors"},"rank":10},{"text":"Plunkett, Gill 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University","active":true,"usgs":false}],"preferred":false,"id":922157,"contributorType":{"id":1,"text":"Authors"},"rank":13},{"text":"Cwynar, Les C. 0000-0002-4415-6352","orcid":"https://orcid.org/0000-0002-4415-6352","contributorId":347678,"corporation":false,"usgs":false,"family":"Cwynar","given":"Les C.","affiliations":[{"id":83204,"text":"Department of Biology, University of New Brunswick, Fredericton, Canada","active":true,"usgs":false}],"preferred":false,"id":922158,"contributorType":{"id":1,"text":"Authors"},"rank":14},{"text":"Hughes, Paul","contributorId":220209,"corporation":false,"usgs":false,"family":"Hughes","given":"Paul","email":"","affiliations":[{"id":40153,"text":"University of South Hampton, UK","active":true,"usgs":false}],"preferred":false,"id":922159,"contributorType":{"id":1,"text":"Authors"},"rank":15},{"text":"Pearson, D. Graham","contributorId":347679,"corporation":false,"usgs":false,"family":"Pearson","given":"D. Graham","affiliations":[{"id":83205,"text":"Department of Earth and Atmospheric Sciences, University of Alberta, Canada","active":true,"usgs":false}],"preferred":false,"id":922160,"contributorType":{"id":1,"text":"Authors"},"rank":16}]}}
,{"id":70240757,"text":"70240757 - 2024 - Efficient mammal biodiversity surveys for ecological restoration monitoring","interactions":[],"lastModifiedDate":"2024-10-23T15:47:31.059833","indexId":"70240757","displayToPublicDate":"2020-04-01T16:13:20","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":2006,"text":"Integrated Environmental Assessment and Management","active":true,"publicationSubtype":{"id":10}},"title":"Efficient mammal biodiversity surveys for ecological restoration monitoring","docAbstract":"<p><span>Efficient biodiversity surveys are critical for successful restoration monitoring and management. We studied the effect of varying sampling effort on the observed species richness of surveys of small mammals (trapping transects), bats (passive acoustic detection), and medium to large mammals (trail cameras). Field studies provided mammalian biodiversity data for 4 bottomland hardwood restoration sites in northeastern Indiana. Subsampled data were used to simulate monitoring surveys with a range of levels of effort. We then used hierarchical Bayesian nonlinear mixed models to analyze how different components of sampling effort affected observed species richness, a key monitoring outcome. We found that observed small mammal richness increased with the increased number of transects in a survey, while observed bat and medium to large mammal richness increased with the increased duration of sampling. Variation between sites was important for the observed richness of small mammals and bats but not for medium to large mammals. The key driver of richness observed in simulated surveys was related to the spatial scale at which target fauna interact with the habitat, with decreasing richness accompanied by a greater spatial scale of animal–habitat interactions. Our findings suggest taxon-specific recommendations for efficiently quantifying the mammalian diversity of managed sites.</span></p>","language":"English","publisher":"Wiley","doi":"10.1002/ieam.4324","usgsCitation":"Green, N., Wildhaber, M.L., Albers, J.L., Pettit, T.W., and Hooper, M.J., 2024, Efficient mammal biodiversity surveys for ecological restoration monitoring: Integrated Environmental Assessment and Management, v. 20, no. 6, p. 1969-1981, https://doi.org/10.1002/ieam.4324.","productDescription":"13 p.","startPage":"1969","endPage":"1981","ipdsId":"IP-110582","costCenters":[{"id":192,"text":"Columbia Environmental Research Center","active":true,"usgs":true}],"links":[{"id":435587,"rank":1,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/P9RXPYRL","text":"USGS data release","linkHelpText":"Mammalian biodiversity data for four bottomland hardwood restoration sites in Northeastern Indiana USA May 2015-August 2016"},{"id":413227,"rank":2,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"},{"id":445571,"rank":3,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.1002/ieam.4324","text":"Publisher Index Page"}],"country":"United States","state":"Indiana","city":"Bluffton, New Haven","otherGeospatial":"Bluffton Native Habitat Waterway Project, Deetz Nature Preserve, Fish Creek complex","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -85.20456175119196,\n              40.762112614423955\n            ],\n            [\n              -85.20456175119196,\n              40.70016025503452\n            ],\n            [\n              -85.08914278782409,\n              40.70016025503452\n            ],\n            [\n              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S.","affiliations":[{"id":192,"text":"Columbia Environmental Research Center","active":true,"usgs":true}],"preferred":true,"id":864719,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Wildhaber, Mark L. 0000-0002-6538-9083 mwildhaber@usgs.gov","orcid":"https://orcid.org/0000-0002-6538-9083","contributorId":1386,"corporation":false,"usgs":true,"family":"Wildhaber","given":"Mark","email":"mwildhaber@usgs.gov","middleInitial":"L.","affiliations":[{"id":192,"text":"Columbia Environmental Research Center","active":true,"usgs":true}],"preferred":true,"id":864720,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Albers, Janice L. 0000-0002-6312-8269 jalbers@usgs.gov","orcid":"https://orcid.org/0000-0002-6312-8269","contributorId":3972,"corporation":false,"usgs":true,"family":"Albers","given":"Janice","email":"jalbers@usgs.gov","middleInitial":"L.","affiliations":[{"id":192,"text":"Columbia Environmental Research Center","active":true,"usgs":true}],"preferred":true,"id":864721,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Pettit, Thomas W.","contributorId":239722,"corporation":false,"usgs":false,"family":"Pettit","given":"Thomas","email":"","middleInitial":"W.","affiliations":[{"id":47988,"text":"University of Maryland University College-Asia, Unit 5060","active":true,"usgs":false}],"preferred":false,"id":864722,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Hooper, Michael J. 0000-0002-4161-8961 mhooper@usgs.gov","orcid":"https://orcid.org/0000-0002-4161-8961","contributorId":3251,"corporation":false,"usgs":true,"family":"Hooper","given":"Michael","email":"mhooper@usgs.gov","middleInitial":"J.","affiliations":[{"id":192,"text":"Columbia Environmental Research Center","active":true,"usgs":true}],"preferred":true,"id":864723,"contributorType":{"id":1,"text":"Authors"},"rank":5}]}}
,{"id":70260156,"text":"70260156 - 2024 - Analysis of the Alaska Volcano Observatory’s response time to volcanic explosions-1989 to 2016","interactions":[],"lastModifiedDate":"2024-10-29T15:54:12.686457","indexId":"70260156","displayToPublicDate":"2018-06-19T10:47:40","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":5232,"text":"Frontiers in Earth Science","onlineIssn":"2296-6463","active":true,"publicationSubtype":{"id":10}},"title":"Analysis of the Alaska Volcano Observatory’s response time to volcanic explosions-1989 to 2016","docAbstract":"<p><span>A major goal of volcano monitoring is the rapid identification of volcanic explosions and subsequent warning of associated hazards. Between 1988 and 2016 the Alaska Volcano Observatory (AVO) responded to at least 54 separate volcanic eruptions. During this period, AVO's monitoring program relied principally on seismic and satellite remote sensing data, supplemented with geodetic, gas, and visual observations to track volcanic unrest. In this study we focus on AVO's response time, or the time required for AVO to (1) identify seismic signals associated with large ash-producing volcanic explosions and (2) initiate public warnings. We restrict this analysis to volcanoes monitored by a local seismic network and explosive in character. We focus on the 1989–90 eruption of Redoubt Volcano (VEI 3), the 1992 eruption of Mount Spurr (VEI 4), the 1999 eruption of Shishaldin Volcano (VEI 3), the 2006 eruption of Augustine Volcano (VEI 3) and the 2016 eruption of Pavlof Volcano (VEI 2) as detailed records of the timing of formal warnings are preserved. These eruption sequences allow us to evaluate AVO's response time under a number of monitoring scenarios, including both expected (those with recognized precursory unrest) and surprise eruptions (those without identified precursory unrest) as well as individual and repetitive sequences of explosive events. Recorded response time ranges from ~1 to 86 min. The shorter response times (~1–13 min) were achieved during sequences of explosive events at Redoubt (1989–90), Spurr (1992) and Augustine (2006). The longer response times (31– 86 min) are recorded for unexpected or surprise explosions such as Spurr (August 18, 1992) and Pavlof (2016) and the only or first explosions in an eruptive sequence such as Shishaldin (1999) and Augustine (2006).</span></p>","language":"English","publisher":"Frontiers Media","doi":"10.3389/feart.2018.00072","usgsCitation":"Power, J., and Cameron, C.E., 2024, Analysis of the Alaska Volcano Observatory’s response time to volcanic explosions-1989 to 2016: Frontiers in Earth Science, v. 6, 72, 11 p., https://doi.org/10.3389/feart.2018.00072.","productDescription":"72, 11 p.","ipdsId":"IP-095235","costCenters":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"links":[{"id":467063,"rank":0,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.3389/feart.2018.00072","text":"Publisher Index Page"},{"id":463349,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"country":"United States","state":"Alaska","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -141.19644639855917,\n              60.163701494427016\n            ],\n            [\n              -141.4146933455769,\n              62.921338064731\n            ],\n            [\n              -154.76413824908144,\n              62.73561750601888\n            ],\n            [\n              -158.86626079490838,\n              57.73158331857164\n            ],\n            [\n              -170.19280646841207,\n              54.16503628783249\n            ],\n            [\n              -178,\n              52.50050801183875\n            ],\n            [\n              -178,\n              52.429296373477115\n            ],\n            [\n              -178,\n              50.51941329958498\n            ],\n            [\n              -173.84383443644094,\n              50.656574087830876\n            ],\n            [\n              -161.58328690877826,\n              53.442227709095874\n            ],\n            [\n              -150.84605023440074,\n              57.26828297058938\n            ],\n            [\n              -141.19644639855917,\n              60.163701494427016\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","volume":"6","noUsgsAuthors":false,"publicationDate":"2018-06-20","publicationStatus":"PW","contributors":{"authors":[{"text":"Power, John 0000-0002-7233-4398","orcid":"https://orcid.org/0000-0002-7233-4398","contributorId":215240,"corporation":false,"usgs":true,"family":"Power","given":"John","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":917243,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Cameron, Cheryl E. 0000-0001-6366-2130","orcid":"https://orcid.org/0000-0001-6366-2130","contributorId":194695,"corporation":false,"usgs":false,"family":"Cameron","given":"Cheryl","email":"","middleInitial":"E.","affiliations":[],"preferred":false,"id":917244,"contributorType":{"id":1,"text":"Authors"},"rank":2}]}}
,{"id":70261302,"text":"70261302 - 2024 - Mapping the resistivity structure of Walker Ridge 313 in the Gulf of Mexico using the marine CSEM method","interactions":[],"lastModifiedDate":"2024-12-05T15:17:07.841811","indexId":"70261302","displayToPublicDate":"2017-12-01T00:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":2682,"text":"Marine and Petroleum Geology","active":true,"publicationSubtype":{"id":10}},"title":"Mapping the resistivity structure of Walker Ridge 313 in the Gulf of Mexico using the marine CSEM method","docAbstract":"A marine controlled source electromagnetic (CSEM) campaign was carried out in the Gulf of Mexico to further develop marine electromagnetic techniques in order to aid the detection and mapping of gas hydrate deposits. Marine CSEM methods are used to obtain an electrical resistivity structure of the subsurface which can indicate the type of substance filling the pore space, such as gas hydrates which are more resistive. Results from the Walker Ridge 313 study (WR 313) are presented in this paper and compared with the Gulf of Mexico Gas Hydrate Joint Industry Project II (JIP2) logging while drilling (LWD) results and available seismic data. The hydrate, known to exist within sheeted sand deposits, is mapped as a resistive region in the two dimensional (2D) CSEM inversion models. This is consistent with the JIP2 LWD resistivity results. CSEM inversions that use seismic horizons provide more realistic results compared to the unconstrained inversions by providing sharp boundaries and architectural control on the location of the resistive and conductive regions in the CSEM model. The seismic horizons include: 1) the base of the gas hydrate stability zone (BGHSZ), 2) the top of salt, and 3) the top and bottom of a fine grained marine mud interval with near vertical hydrate filled fractures, to constrain the CSEM inversion model. The top of salt provides improved location for brines, water saturated salt, and resistive salt. Inversions of the CSEM data map the occurrence of a ‘halo’ of conductive brines above salt. The use of the BGHSZ as a constraint on the inversion helps distinguish between free gas and gas hydrate as well as gas hydrate and water saturated sediments.","language":"English","publisher":"Elsevier","doi":"10.1016/j.marpetgeo.2017.08.039","usgsCitation":"Weitemeyer, K., Constable, S., Shelander, D., and Haines, S.S., 2024, Mapping the resistivity structure of Walker Ridge 313 in the Gulf of Mexico using the marine CSEM method: Marine and Petroleum Geology, v. 88, p. 1013-1031, https://doi.org/10.1016/j.marpetgeo.2017.08.039.","productDescription":"19 p.","startPage":"1013","endPage":"1031","ipdsId":"IP-088265","costCenters":[{"id":164,"text":"Central Energy Resources Science Center","active":true,"usgs":true}],"links":[{"id":467064,"rank":0,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.1016/j.marpetgeo.2017.08.039","text":"Publisher Index Page"},{"id":464802,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"country":"United States","state":"Louisiana","city":"Houma","otherGeospatial":"Gulf of Mexico, Walker Ridge 313","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              -91.65721574777587,\n              29.904859799956952\n            ],\n            [\n              -91.65721574777587,\n              25.48122420526559\n            ],\n            [\n              -88.62636230717828,\n              25.48122420526559\n            ],\n            [\n              -88.62636230717828,\n              29.904859799956952\n            ],\n            [\n              -91.65721574777587,\n              29.904859799956952\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","volume":"88","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Weitemeyer, Karen","contributorId":346936,"corporation":false,"usgs":false,"family":"Weitemeyer","given":"Karen","affiliations":[{"id":37955,"text":"University of Southampton","active":true,"usgs":false}],"preferred":false,"id":920301,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Constable, Steven","contributorId":346937,"corporation":false,"usgs":false,"family":"Constable","given":"Steven","affiliations":[{"id":83021,"text":"Scripps Institute for Oceanography","active":true,"usgs":false}],"preferred":false,"id":920302,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Shelander, Dianna","contributorId":346938,"corporation":false,"usgs":false,"family":"Shelander","given":"Dianna","affiliations":[{"id":27162,"text":"Schlumberger","active":true,"usgs":false}],"preferred":false,"id":920303,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Haines, Seth S. 0000-0003-2611-8165 shaines@usgs.gov","orcid":"https://orcid.org/0000-0003-2611-8165","contributorId":1344,"corporation":false,"usgs":true,"family":"Haines","given":"Seth","email":"shaines@usgs.gov","middleInitial":"S.","affiliations":[{"id":164,"text":"Central Energy Resources Science Center","active":true,"usgs":true},{"id":191,"text":"Colorado Water Science Center","active":true,"usgs":true},{"id":255,"text":"Energy Resources Program","active":true,"usgs":true}],"preferred":true,"id":920304,"contributorType":{"id":1,"text":"Authors"},"rank":4}]}}
,{"id":70178411,"text":"70178411 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Asia and the Pacific","interactions":[{"subject":{"id":70178411,"text":"70178411 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Asia and the Pacific","indexId":"70178411","publicationYear":"2024","noYear":false,"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Asia and the Pacific","title":"Minerals Yearbook, volume III, Area Reports — International — Asia and the Pacific"},"predicate":"IS_PART_OF","object":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"id":1}],"isPartOf":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"lastModifiedDate":"2024-01-08T20:22:20.216175","indexId":"70178411","displayToPublicDate":"2017-08-22T13:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Asia and the Pacific","title":"Minerals Yearbook, volume III, Area Reports — International — Asia and the Pacific","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals</strong>, contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic</strong>, contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International</strong>, is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. Constructive comments and suggestions by readers of the Minerals Yearbook are welcomed.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/70178411","collaboration":"National Minerals Information Center<br> Print copies may be available from the  <a href=\"https://bookstore.gpo.gov/agency/566\">U.S. Government Publishing Office</a>","usgsCitation":"[Author], [Year of publication], [Title of chapter], <i>in</i> Area reports—International—Asia and the Pacific: U.S. Geological Survey Minerals Yearbook [Year], v. III, p. X.1–X.X, https://doi.org/10.3133/70178411.<br><br>\n\nFor example, cite the advance release version of the Japan chapter of the 2017-2018 Minerals Yearbook as follows:<br>\nWacaster, S., 2021, Japan [advance release], <i>in</i> Area reports—International—Asia and the Pacific: U.S. Geological Survey Minerals Yearbook 2017-2018, v. III, p. 14.1–14.12, https://doi.org/10.3133/70178411.<br><br>\n\nTo cite the entire volume III:<br>\nU.S. Geological Survey, [Year of publication], Area reports—International: U.S. Geological Survey Minerals Yearbook [Year], v. 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releases of individual chapters of the Minerals Yearbook are posted online throughout the publication year indicated. They are replaced by final versions of the chapters after the entire volume is printed..<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\">National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"599d42bfe4b0b58926803042","contributors":{"authors":[{"text":"Geological Survey, U.S.","contributorId":26017,"corporation":false,"usgs":true,"family":"Geological Survey","given":"U.S.","affiliations":[],"preferred":false,"id":654028,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
,{"id":70178419,"text":"70178419 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Latin America and Canada","interactions":[{"subject":{"id":70178419,"text":"70178419 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Latin America and Canada","indexId":"70178419","publicationYear":"2024","noYear":false,"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Latin America and Canada","title":"Minerals Yearbook, volume III, Area Reports — International — Latin America and Canada"},"predicate":"IS_PART_OF","object":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"id":1}],"isPartOf":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"lastModifiedDate":"2024-01-09T17:34:10.964872","indexId":"70178419","displayToPublicDate":"2017-08-22T13:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Latin America and Canada","title":"Minerals Yearbook, volume III, Area Reports — International — Latin America and Canada","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals</strong>, contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic</strong>, contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International</strong>, is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. Constructive comments and suggestions by readers of the Minerals Yearbook are welcomed.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/70178419","collaboration":"National Minerals Information Center<br> Print copies may be available from the <a href=\"https://bookstore.gpo.gov/agency/566\">U.S. Government Publishing Office</a>","usgsCitation":"[Author], [Year of publication], [Title of chapter], <i>in</i> Area reports—International—Latin America and Canada: U.S. Geological Survey Minerals Yearbook [Year], v. III, p. X.1–X.X, https://doi.org/10.3133/70178419.<br><br>\n \nFor example, cite the advance release version of the Paraguay and Uruguay chapter of the 2017-2018 Minerals Yearbook as follows:<br>\nSoto-Viruet, Y., 2021, Paraguay and Uruguay [advance release], <i>in</i> Area reports—International—Latin America and Canada: U.S. Geological Survey Minerals Yearbook 2017-2018, v. III, p. 15.1–15.3, https://doi.org/10.3133/70178419.<br><br>\n\nTo cite the entire volume III:<br>\nU.S. Geological Survey, [Year of publication], Area reports—International: U.S. Geological Survey Minerals Yearbook [Year], v. 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releases of individual chapters of the Minerals Yearbook are posted online throughout the publication year indicated. They are replaced by final versions of the chapters after the entire volume is printed.<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\">National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"599d42bee4b0b5892680303e","contributors":{"authors":[{"text":"U.S. Geological Survey","contributorId":128240,"corporation":true,"usgs":false,"organization":"U.S. Geological Survey","id":654046,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
,{"id":70178412,"text":"70178412 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Europe and central Eurasia","interactions":[{"subject":{"id":70178412,"text":"70178412 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Europe and central Eurasia","indexId":"70178412","publicationYear":"2024","noYear":false,"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Europe and Central Eurasia","title":"Minerals Yearbook, volume III, Area Reports — International — Europe and central Eurasia"},"predicate":"IS_PART_OF","object":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"id":1}],"isPartOf":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"lastModifiedDate":"2024-01-09T17:33:37.384746","indexId":"70178412","displayToPublicDate":"2017-08-22T13:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Europe and Central Eurasia","title":"Minerals Yearbook, volume III, Area Reports — International — Europe and central Eurasia","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals</strong>, contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic</strong>, contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International</strong>, is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. 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III, p. 2.1–2.3, https://doi.org/10.3133/70178412.<br><br>\n\nTo cite the entire volume III:<br>\nU.S. Geological Survey, [Year of publication], Area reports—International: U.S. Geological Survey Minerals Yearbook [Year], v. 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They are replaced by final versions of the chapters after the entire volume is printed.<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\">National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"599d42bfe4b0b58926803040","contributors":{"authors":[{"text":"Geological Survey, U.S.","contributorId":26017,"corporation":false,"usgs":true,"family":"Geological Survey","given":"U.S.","affiliations":[],"preferred":false,"id":654029,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
,{"id":70178240,"text":"70178240 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Africa and the Middle East","interactions":[{"subject":{"id":70178240,"text":"70178240 - 2024 - Minerals Yearbook, volume III, Area Reports — International — Africa and the Middle East","indexId":"70178240","publicationYear":"2024","noYear":false,"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Africa and the Middle East","title":"Minerals Yearbook, volume III, Area Reports — International — Africa and the Middle East"},"predicate":"IS_PART_OF","object":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"id":1}],"isPartOf":{"id":70048196,"text":"70048196 - 2024 - Minerals Yearbook, volume III, Area Reports — International","indexId":"70048196","publicationYear":"2024","noYear":false,"title":"Minerals Yearbook, volume III, Area Reports — International"},"lastModifiedDate":"2024-01-08T20:00:03.38992","indexId":"70178240","displayToPublicDate":"2017-08-01T14:00:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume III, Area Reports — International — Africa and the Middle East","title":"Minerals Yearbook, volume III, Area Reports — International — Africa and the Middle East","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals,&nbsp;</strong>contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic,</strong> contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International,</strong> is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. Constructive comments and suggestions by readers of the Minerals Yearbook are welcome.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/70178240","issn":"0076–8952","collaboration":"National Minerals Information Center<br> Print copies may be available from the <a href=\"https://bookstore.gpo.gov/agency/566\">U.S. Government Publishing Office</a>","usgsCitation":"[Author], [Year of publication], [Title of chapter], <i>in</i> Area reports—International—Africa and the Middle East: U.S. Geological Survey Minerals Yearbook [Year], v. III, p. X.1–X.X, https://doi.org/10.3133/70178240.<br><br>\n\nFor example, cite the advance release version of the Burundi chapter of the 2017-2018 Minerals Yearbook as follows: <br>\n Yager, T.R., 2021, Burundi [advance release], <i>in</i> Area reports—International—Africa and the Middle East: U.S. Geological Survey Minerals Yearbook 2017-2018, v. 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]\n}","volume":"III","publicComments":"Advance releases of individual chapters of the Minerals Yearbook are posted online throughout the publication year indicated. They are replaced by final versions of the chapters after the entire volume is printed.<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\"> National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> (703) 648-4961<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"599d42c1e4b0b5892680304a","contributors":{"authors":[{"text":"U.S. Geological Survey","contributorId":147999,"corporation":true,"usgs":false,"organization":"U.S. Geological Survey","id":654017,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
,{"id":70048194,"text":"70048194 - 2024 - Minerals Yearbook, volume I, Metals and Minerals","interactions":[],"lastModifiedDate":"2025-04-29T18:24:14.059144","indexId":"70048194","displayToPublicDate":"2009-01-14T10:41:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume I, Metals and Minerals","title":"Minerals Yearbook, volume I, Metals and Minerals","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals</strong>, contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic</strong>, contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International</strong>, is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. Constructive comments and suggestions by readers of the Minerals Yearbook are welcome.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/mybvI","collaboration":"National Minerals Information Center <br>Print copies may be available from the <a href=\"https://bookstore.gpo.gov/agency/566\">U.S. Government Publishing Office</a>","usgsCitation":"[Author], [Year of publication], [Title of chapter], <i>in</i> Metals and minerals: U.S. Geological Survey Minerals Yearbook [Year], v. I, p. X.1–X.X, https://doi.org/10.3133/mybvI.<br><br>\n\nFor example, cite the advance release version of the Bromine chapter of the 2018 Minerals Yearbook as follows:<br> Schnebele, E.K., 2021, Bromine [advance release], <i>in</i> Metals and minerals: U.S. Geological Survey Minerals Yearbook 2018, v. I, p. 14.1–14.7, https://doi.org/10.3133/mybvI.<br><br>\nTo cite the entire volume I:<br>\nU.S. Geological Survey, [Year of publication], Metals and minerals: U.S. Geological Survey Minerals Yearbook [Year], v. I, variously paged, https://doi.org/10.3133/mybvI.","productDescription":"HTML page includes links to individual PDF documents and spreadsheets","onlineOnly":"N","additionalOnlineFiles":"Y","costCenters":[{"id":432,"text":"National Minerals Information Center","active":true,"usgs":true}],"links":[{"id":486676,"rank":5,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/F77M062C","text":"USGS data release","linkHelpText":"USGS Minerals Yearbook 2015, v. I, Bromine, Advance Data Release"},{"id":331772,"rank":3,"type":{"id":22,"text":"Related Work"},"url":"https://pubs.er.usgs.gov/publication/70048195","text":"Minerals Yearbook, volume II","linkHelpText":"- Area Reports—Domestic"},{"id":277591,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://www.usgs.gov/centers/national-minerals-information-center/minerals-yearbook-metals-and-minerals","text":"Metals and Minerals Chapters"},{"id":277592,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/graphics/coverthbv1.jpg"},{"id":331773,"rank":4,"type":{"id":22,"text":"Related Work"},"url":"https://pubs.er.usgs.gov/publication/70048196","text":"Minerals Yearbook, volume III","linkHelpText":"- Area Reports—International"}],"country":"United States","volume":"I","publicComments":"Advance releases of individual chapters of the Minerals Yearbook are posted online throughout the publication year indicated. They are replaced by final versions of the chapters after the entire volume is printed.<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\">National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"52382863e4b0c7d45ef06104","contributors":{"authors":[{"text":"U.S. Geological Survey","contributorId":147999,"corporation":true,"usgs":false,"organization":"U.S. Geological Survey","id":535586,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
,{"id":70048195,"text":"70048195 - 2024 - Minerals Yearbook, volume II, Area Reports — Domestic","interactions":[],"lastModifiedDate":"2025-04-30T11:11:30.453991","indexId":"70048195","displayToPublicDate":"1990-09-11T11:13:00","publicationYear":"2024","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":6,"text":"USGS Unnumbered Series"},"seriesTitle":{"id":370,"text":"Minerals Yearbook","active":false,"publicationSubtype":{"id":6}},"displayTitle":"Minerals Yearbook, Volume II, Area Reports — Domestic","title":"Minerals Yearbook, volume II, Area Reports — Domestic","docAbstract":"<p>The U.S. Geological Survey (USGS) Minerals Yearbook discusses the performance of the worldwide minerals and materials industries and provides background information to assist in interpreting that performance. Content of the individual Minerals Yearbook volumes follows:</p><ul><li><strong>Volume I, Metals and Minerals</strong>, contains chapters about virtually all metallic and industrial mineral commodities important to the U.S. economy. Chapters on survey methods, summary statistics for domestic nonfuel minerals, and trends in mining and quarrying in the metals and industrial mineral industries in the United States are also included.</li><li><strong>Volume II, Area Reports: Domestic</strong>, contains a chapter on the mineral industry of each of the 50 States and Puerto Rico and the Administered Islands. This volume also has chapters on survey methods and summary statistics of domestic nonfuel minerals.</li><li><strong>Volume III, Area Reports: International</strong>, is published as four separate reports. These regional reports contain the latest available minerals data on more than 180 foreign countries and discuss the importance of minerals to the economies of these nations and the United States. Each report begins with an overview of the region’s mineral industries during the year. It continues with individual country chapters that examine the mining, refining, processing, and use of minerals in each country of the region and how each country’s mineral industry relates to U.S. industry. Most chapters include production tables and industry structure tables, information about Government policies and programs that affect the country’s mineral industry, and an outlook section.</li></ul><p>The USGS continually strives to improve the value of its publications to users. Constructive comments and suggestions by readers of the Minerals Yearbook are welcome.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/mybvII","collaboration":"National Minerals Information Center <br>Print copies may be available from the <a href=\"https://bookstore.gpo.gov/agency/566/\">U.S. Government Publishing Office</a>","usgsCitation":"U.S. Geological Survey, [Year of publication], [Title of chapter], <i>in</i> Area reports—Domestic: U.S. Geological Survey Minerals Yearbook [Year], v. II, p. X.1–X.X, https://doi.org/10.3133/mybvll.<br><br>\n\nFor example, cite the advance release version of the Virginia chapter of the Minerals Yearbook 2014 as follows:<br> U.S. Geological Survey, 2018, \nThe mineral industry of Virginia [advance release], <i>in</i> Area reports—Domestic: U.S. Geological Survey Minerals Yearbook 2014, v. II, p. 49.1–49.4, https://doi.org/10.3133/mybvll.<br><br>\n\nTo cite the entire volume II:<br>\nU.S. Geological Survey, [Year of publication], Area reports—Domestic: U.S. Geological Survey Minerals Yearbook [Year or range of years], v. 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They are replaced by final versions of the chapters after the entire volume is printed.<br><br>\n\nThe entire printed volume is for sale by the Superintendent of Documents,<br>\nU.S. Government Publishing Office; Internet: bookstore.gpo.gov <br>\nPhone: toll free (866) 512–1800; DC area (202) 512–1800<br>\nFax: (202) 512–2104<br>\nMail: Stop IDCC; Washington, DC 20402–0001","contact":"<p>Director, <a href=\"http://minerals.usgs.gov/minerals/\" data-mce-href=\"http://minerals.usgs.gov/minerals/\">National Minerals Information Center</a><br> U.S. Geological Survey<br> 12201 Sunrise Valley Drive<br> 988 National Center<br> Reston, VA 20192<br> Email: <a href=\"mailto:nmicrecordsmgt@usgs.gov\" data-mce-href=\"mailto:nmicrecordsmgt@usgs.gov\">nmicrecordsmgt@usgs.gov</a></p>","noUsgsAuthors":false,"publicationStatus":"PW","scienceBaseUri":"52382864e4b0c7d45ef06108","contributors":{"authors":[{"text":"U.S. Geological Survey","contributorId":128240,"corporation":true,"usgs":false,"organization":"U.S. Geological Survey","id":934857,"contributorType":{"id":1,"text":"Authors"},"rank":1}]}}
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Anticipating the evolution of Federal stakeholder water-data needs, the USGS launched a re-evaluation of the fundamental priorities for the FPS network in October 2020. In March 2022, the FPS Re-Prioritization Project used an online survey to solicit feedback from 767 stakeholders representing 22 Federal agencies who benefit from the FPS network. Additional feedback from survey respondents was obtained during online listening sessions to validate the USGS’s understanding of current Federal water-data needs. Results of the feedback show that the original five network priorities identified by the U.S. Geological Survey in 1999 are still valid but require modification to better incorporate additional needs, including Federal water operations, streamflow trends and extremes, water rights involving Federal lands, and streamflow data supporting ecosystem health. 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            21.453068633086783\n            ],\n            [\n              -159.521484375,\n              22.43134015636061\n            ],\n            [\n              -160.5322265625,\n              21.983801417384697\n            ],\n            [\n              -159.9609375,\n              21.207458730482642\n            ],\n            [\n              -158.291015625,\n              20.92039691397189\n            ],\n            [\n              -156.97265625,\n              19.932041306115536\n            ],\n            [\n              -155.9619140625,\n              18.8543103618898\n            ],\n            [\n              -155.56640625,\n              18.771115062337024\n            ]\n          ]\n        ]\n      }\n    },\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"type\": \"Polygon\",\n        \"coordinates\": [\n          [\n            [\n              -67.060546875,\n              18.020527657852337\n            ],\n            [\n              -66.2255859375,\n              17.916022703877665\n            ],\n            [\n              -65.6103515625,\n              17.97873309555617\n            ],\n            [\n              -65.2587890625,\n              18.124970639386515\n            ],\n            [\n              -65.5224609375,\n              18.458768120015126\n            ],\n            [\n              -66.11572265625,\n              18.542116654448996\n            ],\n            [\n              -66.95068359374999,\n              18.60460138845525\n            ],\n            [\n              -67.34619140625,\n              18.542116654448996\n            ],\n            [\n              -67.2802734375,\n              17.99963161491187\n            ],\n            [\n              -67.060546875,\n              18.020527657852337\n            ]\n          ]\n        ]\n      }\n    }\n  ]\n}","edition":"Version 1.0: April 2023; Version 1.1: April 2025","contact":"<p>Director, Observing Systems Division<br><a href=\"https://www.usgs.gov/mission-areas/water-resources\" data-mce-href=\"https://www.usgs.gov/mission-areas/water-resources\">Water Mission Area</a><br>U.S. Geological Survey<br>12201 Sunrise Valley Drive<br>Reston, Virginia 20192</p><p><a href=\"https://pubs.er.usgs.gov/contact\" data-mce-href=\"../contact\">Contact Pubs Warehouse</a></p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Background</li><li>FPS Re-Prioritization Project</li><li>Results</li><li>Summary</li><li>References Cited</li><li>Appendix 1. Federal Stakeholder Online Survey Questions</li></ul>","publishingServiceCenter":{"id":10,"text":"Baltimore PSC"},"publishedDate":"2023-04-07","revisedDate":"2025-04-07","noUsgsAuthors":false,"publicationDate":"2023-04-07","publicationStatus":"PW","contributors":{"authors":[{"text":"Dillow, Jonathan J.A. 0000-0001-7239-2654 jjdillow@usgs.gov","orcid":"https://orcid.org/0000-0001-7239-2654","contributorId":4207,"corporation":false,"usgs":true,"family":"Dillow","given":"Jonathan","email":"jjdillow@usgs.gov","middleInitial":"J.A.","affiliations":[{"id":41514,"text":"Maryland-Delaware-District of Columbia  Water Science Center","active":true,"usgs":true}],"preferred":true,"id":869171,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"McCallum, Brian E. 0000-0002-8935-0343 bemccall@usgs.gov","orcid":"https://orcid.org/0000-0002-8935-0343","contributorId":1591,"corporation":false,"usgs":true,"family":"McCallum","given":"Brian","email":"bemccall@usgs.gov","middleInitial":"E.","affiliations":[{"id":13634,"text":"South Atlantic Water Science Center","active":true,"usgs":true}],"preferred":true,"id":869172,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Angeroth, Cory E. 0000-0002-2915-6418","orcid":"https://orcid.org/0000-0002-2915-6418","contributorId":214754,"corporation":false,"usgs":true,"family":"Angeroth","given":"Cory","email":"","middleInitial":"E.","affiliations":[{"id":610,"text":"Utah Water Science Center","active":true,"usgs":true}],"preferred":true,"id":869173,"contributorType":{"id":1,"text":"Authors"},"rank":3}]}}
,{"id":70259931,"text":"70259931 - 2023 - The presence of silicate melt may enhance rates of cation diffusion in olivine","interactions":[],"lastModifiedDate":"2024-10-28T11:18:22.113863","indexId":"70259931","displayToPublicDate":"2024-09-27T06:17:16","publicationYear":"2023","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":1427,"text":"Earth and Planetary Science Letters","active":true,"publicationSubtype":{"id":10}},"title":"The presence of silicate melt may enhance rates of cation diffusion in olivine","docAbstract":"<div id=\"abstracts\" class=\"Abstracts u-font-serif\"><div id=\"ab0010\" class=\"abstract author\"><div id=\"as0010\"><div id=\"sp0110\" class=\"u-margin-s-bottom\"><span>Olivine is commonly used as a ‘crystal clock’ to extract timescales relevant to pre-eruptive perturbations within mafic magmatic systems. Diffusion chronometry applications require accurate calibrations for the rates at which Fe-Mg or other commonly measured elements like Ni, Mn, and Ca diffuse through the&nbsp;crystal lattice. In the past, these rates have been mainly characterized using solid-solid diffusion couple experiments involving olivine single crystals,&nbsp;thin films, or powder sources. Despite the presence of melt surrounding olivine in natural magmatic systems, very few experiments involving&nbsp;magma&nbsp;have been performed, largely because controlling interface reactions is difficult. For this study, we carried out olivine-melt diffusion experiments as a test of the diffusion chronometry method, and to determine whether the presence of melt influences the calculated timescales. To approximate a natural system, we incorporated small natural Kīlauea and San Carlos olivine seeds within a natural Kīlauea&nbsp;basalt&nbsp;and tracked diffusive re-equilibration through time. To better control interface reactions, after some equilibration period at an initial superliquidus temperature of 1290</span>&nbsp;°C, the runs were rapidly cooled to form a rim and left to dwell at various final temperatures (1200, 1220, 1240, 1255&nbsp;<span>°C) for 6–84 h. Concentration gradients for Fe-Mg, Mn, Ni, Ca were measured, and the step-wise nature of the core-rim transition was ascertained using slow diffusing elements like P or Al. When these gradients are modeled using published&nbsp;diffusivities, the timescales retrieved are typically 10 times longer than the actual experiment durations. Thus, measured diffusivities are an order of magnitude faster than those previously obtained in olivine-solid source experiments, but they are in excellent agreement with the only two other melt-olivine datasets. We explore reasons for why melt-bearing olivine diffusion experiments tend to yield faster rates. The possible effects of (1) growth during diffusion, (2) diffusion during any initial dissolution step, and (3) extended tube or planar defects at the interface on calculated diffusivities are all considered but found to be inconsequential. Instead, we argue that additional&nbsp;point defects&nbsp;(vacancies) are likely created at the interface by higher concentrations in elements like Al or H in the basalt melt compared to other solid couple diffusant sources. Future applications of diffusion chronometry in olivine may require a complete re-evaluation of published diffusivities using melt-bearing experimental configurations.</span></div></div></div></div>","language":"English","publisher":"Elsevier","doi":"10.1016/j.epsl.2023.118370","usgsCitation":"Shea, T., Ruth, D.C., Jollands, M., Ohtaki, K., Ishii, H., and Bradley, J., 2023, The presence of silicate melt may enhance rates of cation diffusion in olivine: Earth and Planetary Science Letters, v. 621, 118370, 14 p., https://doi.org/10.1016/j.epsl.2023.118370.","productDescription":"118370, 14 p.","ipdsId":"IP-155151","costCenters":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"links":[{"id":467065,"rank":0,"type":{"id":40,"text":"Open Access Publisher Index Page"},"url":"https://doi.org/10.1016/j.epsl.2023.118370","text":"Publisher Index Page"},{"id":463229,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"volume":"621","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Shea, Thomas","contributorId":236886,"corporation":false,"usgs":false,"family":"Shea","given":"Thomas","affiliations":[{"id":47560,"text":"University of Hawaii Manoa","active":true,"usgs":false}],"preferred":false,"id":916856,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Ruth, Dawn Catherine Sweeney 0000-0001-9369-9364","orcid":"https://orcid.org/0000-0001-9369-9364","contributorId":334908,"corporation":false,"usgs":true,"family":"Ruth","given":"Dawn","email":"","middleInitial":"Catherine Sweeney","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":916857,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Jollands, Michael","contributorId":345525,"corporation":false,"usgs":false,"family":"Jollands","given":"Michael","email":"","affiliations":[{"id":82617,"text":"Gemological Institute of America","active":true,"usgs":false}],"preferred":false,"id":916858,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Ohtaki, Kenta","contributorId":345526,"corporation":false,"usgs":false,"family":"Ohtaki","given":"Kenta","email":"","affiliations":[{"id":39036,"text":"University of Hawaii at Manoa","active":true,"usgs":false}],"preferred":false,"id":916859,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Ishii, Hope","contributorId":345527,"corporation":false,"usgs":false,"family":"Ishii","given":"Hope","email":"","affiliations":[{"id":39036,"text":"University of Hawaii at Manoa","active":true,"usgs":false}],"preferred":false,"id":916860,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Bradley, John","contributorId":345528,"corporation":false,"usgs":false,"family":"Bradley","given":"John","email":"","affiliations":[{"id":39036,"text":"University of Hawaii at Manoa","active":true,"usgs":false}],"preferred":false,"id":916861,"contributorType":{"id":1,"text":"Authors"},"rank":6}]}}
,{"id":70250934,"text":"70250934 - 2023 - GeoAI for spatial image processing","interactions":[],"lastModifiedDate":"2024-01-13T15:53:31.473536","indexId":"70250934","displayToPublicDate":"2023-12-31T09:52:20","publicationYear":"2023","noYear":false,"publicationType":{"id":5,"text":"Book chapter"},"publicationSubtype":{"id":24,"text":"Book Chapter"},"title":"GeoAI for spatial image processing","docAbstract":"<div><div id=\"gtm-expand-about-product\"><div id=\"collapseContent\" class=\"book-content\"><div><p>The development of digital image processing, as a subset of digital signal processing, depended upon the maturity of photography and image science, introduction of computers, discovery and advancement of digital recording devices, and the capture of digital images. In addition, government and industry applications in the Earth and medical sciences were paramount to the growth of the technology. From the early days when photography was first introduced to science to today, artificial intelligence and deep learning technologies have been intensively used to analyze imagery. Spatial image processing has experienced breakthroughs and evolutions. This chapter presents an overview of the history of image processing, GeoAI-based image processing applications, and the role of GeoAI in advancing image processing methods and research. We also discussed the remaining challenges to using GeoAI for image processing regarding training data annotation, the issues of scale, resolution, and change in space over time.</p></div></div></div></div>","largerWorkType":{"id":4,"text":"Book"},"largerWorkTitle":"Handbook of Geospatial Artificial Intelligence","largerWorkSubtype":{"id":13,"text":"Handbook"},"language":"English","publisher":"CRC Press","doi":"10.1201/9781003308423-5","usgsCitation":"Arundel, S., McKeehan, K.G., Li, W., and Gu, Z., 2023, GeoAI for spatial image processing, chap. <i>of</i> Handbook of Geospatial Artificial Intelligence, 24 p., https://doi.org/10.1201/9781003308423-5.","productDescription":"24 p.","ipdsId":"IP-145335","costCenters":[{"id":5074,"text":"Center for Geospatial Information Science (CEGIS)","active":true,"usgs":true}],"links":[{"id":424425,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"edition":"1","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Arundel, Samantha T. 0000-0002-4863-0138 sarundel@usgs.gov","orcid":"https://orcid.org/0000-0002-4863-0138","contributorId":192598,"corporation":false,"usgs":true,"family":"Arundel","given":"Samantha","email":"sarundel@usgs.gov","middleInitial":"T.","affiliations":[{"id":404,"text":"NGTOC Rolla","active":true,"usgs":true},{"id":5074,"text":"Center for Geospatial Information Science (CEGIS)","active":true,"usgs":true}],"preferred":true,"id":892290,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"McKeehan, Kevin G 0000-0002-7242-6954","orcid":"https://orcid.org/0000-0002-7242-6954","contributorId":330206,"corporation":false,"usgs":true,"family":"McKeehan","given":"Kevin","email":"","middleInitial":"G","affiliations":[{"id":5074,"text":"Center for Geospatial Information Science (CEGIS)","active":true,"usgs":true}],"preferred":true,"id":892291,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Li, Wenwen 0000-0003-2237-9499","orcid":"https://orcid.org/0000-0003-2237-9499","contributorId":219356,"corporation":false,"usgs":false,"family":"Li","given":"Wenwen","email":"","affiliations":[{"id":6607,"text":"Arizona State University","active":true,"usgs":false}],"preferred":false,"id":892292,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Gu, Zhining","contributorId":300755,"corporation":false,"usgs":false,"family":"Gu","given":"Zhining","email":"","affiliations":[{"id":12661,"text":"Kansas State University","active":true,"usgs":false}],"preferred":false,"id":892293,"contributorType":{"id":1,"text":"Authors"},"rank":4}]}}
,{"id":70252215,"text":"70252215 - 2023 - Advancing subsurface investigations beyond the borehole with passive seismic horizontal-to-vertical spectral ratio and electromagnetic geophysical methods at transportation infrastructure sites in New Hampshire","interactions":[],"lastModifiedDate":"2024-03-20T12:23:08.448231","indexId":"70252215","displayToPublicDate":"2023-12-31T07:18:58","publicationYear":"2023","noYear":false,"publicationType":{"id":24,"text":"Conference Paper"},"publicationSubtype":{"id":19,"text":"Conference Paper"},"title":"Advancing subsurface investigations beyond the borehole with passive seismic horizontal-to-vertical spectral ratio and electromagnetic geophysical methods at transportation infrastructure sites in New Hampshire","docAbstract":"The U.S. Geological Survey (USGS), in cooperation with the New Hampshire Department of Transportation (NHDOT), surveyed transportation infrastructure sites using rapidly deployable geophysical methods to assess benefits added to a comprehensive site characterization with traditional geotechnical techniques. Horizontal-to-vertical spectral-ratio (HVSR) passive-seismic and electromagnetic-induction (EMI) methods were applied at 4 sites including a roadway-stream crossing, roadway-bridge rail-trail crossing, commuter-parking expansion, and a railroad-adjacent river-cutbank slope-failure site. Additionally, ground-penetrating-radar (GPR) was used at the slope-failure site. Typically, subsurface geotechnical properties are determined from boring data; however, borings are often spaced hundreds of feet apart, potentially missing important spatial variability between boreholes. Geotechnical site characterization including geophysical surveys helped provide a more accurate characterization by using continuous or near continuous profiling.\nThree-component ambient noise measured with HVSR methods were used to determine resonance frequency and estimate sediment thickness. The method works when there is a strong shear-wave acoustic impedance contrast (> 2:1) between sediment and bedrock. Sediment thickness estimates from HVSR measurements were combined with boring data to make detailed maps of the bedrock surface altitude. The bulk electrical conductivity of the subsurface was indirectly measured with EMI methods and was used to identify lithologic variations, shallow bedrock, and conductive groundwater. Ground penetrating radar, which transmits pulses of electromagnetic energy into the subsurface and records the amplitude and timing of reflected signals, was used to identify bedding and changes in lithology or water content. By combining geophysical and boring data analyses, transportation projects produced more spatially comprehensive representations of geotechnical subsurface conditions than would be determined using conventional borings alone.","language":"English","publisher":"Highway Geology Symposium","collaboration":"New Hampshire Department of Transportation","usgsCitation":"Degnan, J., Krystle Pelham, Terry, N., Welch, S.M., and Johnson, C., 2023, Advancing subsurface investigations beyond the borehole with passive seismic horizontal-to-vertical spectral ratio and electromagnetic geophysical methods at transportation infrastructure sites in New Hampshire, 24 p.","productDescription":"24 p.","ipdsId":"IP-153315","costCenters":[{"id":466,"text":"New England Water Science Center","active":true,"usgs":true}],"links":[{"id":426799,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"},{"id":426798,"rank":1,"type":{"id":15,"text":"Index 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nterry@usgs.gov","orcid":"https://orcid.org/0000-0002-3965-340X","contributorId":192554,"corporation":false,"usgs":true,"family":"Terry","given":"Neil","email":"nterry@usgs.gov","affiliations":[{"id":493,"text":"Office of Ground Water","active":true,"usgs":true},{"id":37277,"text":"WMA - Earth System Processes Division","active":true,"usgs":true},{"id":486,"text":"OGW Branch of Geophysics","active":true,"usgs":true}],"preferred":true,"id":896952,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Welch, Sydney M. 0000-0001-8140-6616","orcid":"https://orcid.org/0000-0001-8140-6616","contributorId":255493,"corporation":false,"usgs":true,"family":"Welch","given":"Sydney","email":"","middleInitial":"M.","affiliations":[{"id":466,"text":"New England Water Science Center","active":true,"usgs":true}],"preferred":true,"id":896953,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Johnson, Carole D. 0000-0001-6941-1578","orcid":"https://orcid.org/0000-0001-6941-1578","contributorId":245365,"corporation":false,"usgs":true,"family":"Johnson","given":"Carole D.","affiliations":[{"id":37277,"text":"WMA - Earth System Processes Division","active":true,"usgs":true}],"preferred":true,"id":896954,"contributorType":{"id":1,"text":"Authors"},"rank":5}]}}
,{"id":70251032,"text":"70251032 - 2023 - Predicting large hydrothermal systems","interactions":[],"lastModifiedDate":"2024-01-19T00:54:41.01672","indexId":"70251032","displayToPublicDate":"2023-12-29T18:53:20","publicationYear":"2023","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":1827,"text":"Geothermal Resources Council Transactions","active":true,"publicationSubtype":{"id":10}},"title":"Predicting large hydrothermal systems","docAbstract":"We train five models using two machine learning (ML) regression algorithms (i.e., linear regression and XGBoost) to predict hydrothermal upflow in the Great Basin. Feature data are extracted from datasets supporting the INnovative Geothermal Exploration through Novel Investigations Of Undiscovered Systems project (INGENIOUS). The label data (the reported convective signals) are extracted from measured thermal gradients in wells by comparing the total estimated heat flow at the wells to the modeled background conductive heat flow. That is, the reported convective signal is the difference between the background conductive heat flow and the well heat flow. The reported convective signals contain outliers that may affect upflow prediction, so the influence of outliers is tested by constructing models for two cases: 1) using all the data (i.e., -91 to 11,105 mW/m2), and 2) truncating the range of labels to include only reported convective signals between -25 and 200 mW/m2. Because hydrothermal systems are sparse, models that predict high convective signal in smaller areas better match the natural frequency of hydrothermal systems. Early results demonstrate that XGBoost outperforms linear regression. For XGBoost using the truncated range of labels, half of the high reported signals are within < 3 % of the highest predictions. For XGBoost using the entire range of labels, half of the high reported signals are in < 13 % of the highest predictions. While this implies that the truncated regression is superior, the all-data model better predicts the locations of power-producing systems (i.e., the operating power plants are in a smaller fraction of the study area given by the highest predictions). Even though the models generally predict greater hydrothermal upflow for higher reported convective signals than for lower reported convective signals, both XGBoost models consistently underpredict the magnitude of higher signals. This behavior is attributed to low resolution/granularity of input features compared with the scale of a hydrothermal upflow zone (a few km or less across). Trouble estimating exact values while still reliably predicting high versus low convective signals suggests that a future strategy such as ranked ordinal regression (e.g., classifying into ordered bins for low, medium, high, and very high convective signal) might fit better models, since doing so reduces problems introduced by outliers while preserving the property of larger versus smaller signals.","language":"English","publisher":"Geothermal Rising","usgsCitation":"Mordensky, S.P., Burns, E.R., DeAngelo, J., and Lipor, J., 2023, Predicting large hydrothermal systems: Geothermal Resources Council Transactions, v. 47, p. 1763-1796.","productDescription":"34 p.","startPage":"1763","endPage":"1796","ipdsId":"IP-154718","costCenters":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"links":[{"id":424578,"rank":1,"type":{"id":15,"text":"Index Page"},"url":"https://www.geothermal-library.org/index.php?mode=pubs&action=view&record=1034861"},{"id":424600,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"volume":"47","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Mordensky, Stanley Paul 0000-0001-8607-303X","orcid":"https://orcid.org/0000-0001-8607-303X","contributorId":292014,"corporation":false,"usgs":true,"family":"Mordensky","given":"Stanley","email":"","middleInitial":"Paul","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892806,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Burns, Erick R. 0000-0002-1747-0506 eburns@usgs.gov","orcid":"https://orcid.org/0000-0002-1747-0506","contributorId":192154,"corporation":false,"usgs":true,"family":"Burns","given":"Erick","email":"eburns@usgs.gov","middleInitial":"R.","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true},{"id":518,"text":"Oregon Water Science Center","active":true,"usgs":true}],"preferred":true,"id":892807,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"DeAngelo, Jacob 0000-0002-7348-7839 jdeangelo@usgs.gov","orcid":"https://orcid.org/0000-0002-7348-7839","contributorId":237879,"corporation":false,"usgs":true,"family":"DeAngelo","given":"Jacob","email":"jdeangelo@usgs.gov","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892808,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Lipor, John 0000-0002-0990-5493","orcid":"https://orcid.org/0000-0002-0990-5493","contributorId":292015,"corporation":false,"usgs":false,"family":"Lipor","given":"John","email":"","affiliations":[{"id":6929,"text":"Portland State University","active":true,"usgs":false}],"preferred":false,"id":892809,"contributorType":{"id":1,"text":"Authors"},"rank":4}]}}
,{"id":70251029,"text":"70251029 - 2023 - Cursed? Why one does not simply add new data sets to supervised geothermal machine learning models","interactions":[],"lastModifiedDate":"2024-01-19T00:50:22.910296","indexId":"70251029","displayToPublicDate":"2023-12-29T18:49:27","publicationYear":"2023","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":1827,"text":"Geothermal Resources Council Transactions","active":true,"publicationSubtype":{"id":10}},"title":"Cursed? Why one does not simply add new data sets to supervised geothermal machine learning models","docAbstract":"Recent advances in machine learning (ML) identifying areas favorable to hydrothermal systems indicate that the resolution of feature data remains a subject of necessary improvement before ML can reliably produce better models. Herein, we consider the value of adding new features or replacing other, low-value features with new input features in existing ML pipelines. Our previous work identified stress and seismicity as having less value than the other feature types (i.e., heat flow, distance to faults, and distance to magmatic activity) for the 2008 USGS hydrothermal energy assessment; hence, a fundamental question regards if the addition of new but partially correlated features will improve resulting models for hydrothermal favorability. Therefore, we add new maps for shear strain rate and dilation strain rate to fit logistic regression and XGBoost models, resulting in new 7-feature models that are compared to the old 5-feature models. Because these new features share a degree of correlation with the original relatively uninformative stress and seismicity features, we also consider replacement of the two lower-value features with the two new features, creating new 5-feature models.\n\nAdding the new features improves the predictive skill of the new 7-feature model over that of the old 5-feature model; albeit, that improvement is not statistically significant because the new features are correlated with the old features and, consequently, the new features do not present considerable new information. However, the new 5-feature XGBoost model has a statistically significant increase in predictive skill for known positives over the old 5-feature model at p = 0.06. This improved performance is due to the lower-dimensional feature space of the former than that of the latter. In higher-dimensional feature space, relationships between features and the presence or absence of hydrothermal systems are harder to discern (i.e., the 7-feature model likely suffers from the “curse of dimensionality”).","language":"English","publisher":"Geothermal Rising","usgsCitation":"Mordensky, S.P., Burns, E.R., Lipor, J., and DeAngelo, J., 2023, Cursed? Why one does not simply add new data sets to supervised geothermal machine learning models: Geothermal Resources Council Transactions, v. 47, p. 1288-1313.","productDescription":"26 p.","startPage":"1288","endPage":"1313","ipdsId":"IP-153961","costCenters":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"links":[{"id":424577,"rank":1,"type":{"id":15,"text":"Index Page"},"url":"https://www.geothermal-library.org/index.php?mode=pubs&action=view&record=1034860"},{"id":424599,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"}],"volume":"47","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Mordensky, Stanley Paul 0000-0001-8607-303X","orcid":"https://orcid.org/0000-0001-8607-303X","contributorId":292014,"corporation":false,"usgs":true,"family":"Mordensky","given":"Stanley","email":"","middleInitial":"Paul","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892802,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Burns, Erick R. 0000-0002-1747-0506 eburns@usgs.gov","orcid":"https://orcid.org/0000-0002-1747-0506","contributorId":192154,"corporation":false,"usgs":true,"family":"Burns","given":"Erick","email":"eburns@usgs.gov","middleInitial":"R.","affiliations":[{"id":518,"text":"Oregon Water Science Center","active":true,"usgs":true},{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892803,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Lipor, John 0000-0002-0990-5493","orcid":"https://orcid.org/0000-0002-0990-5493","contributorId":292015,"corporation":false,"usgs":false,"family":"Lipor","given":"John","email":"","affiliations":[{"id":6929,"text":"Portland State University","active":true,"usgs":false}],"preferred":false,"id":892804,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"DeAngelo, Jacob 0000-0002-7348-7839 jdeangelo@usgs.gov","orcid":"https://orcid.org/0000-0002-7348-7839","contributorId":237879,"corporation":false,"usgs":true,"family":"DeAngelo","given":"Jacob","email":"jdeangelo@usgs.gov","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892805,"contributorType":{"id":1,"text":"Authors"},"rank":4}]}}
,{"id":70251035,"text":"70251035 - 2023 - Don’t Let Negatives Hold You Back: Accounting for Underlying Physics and Natural Distributions of Hydrothermal Systems When Selecting Negative Training Sites Leads to Better Machine Learning Predictions","interactions":[],"lastModifiedDate":"2024-01-19T00:46:05.573324","indexId":"70251035","displayToPublicDate":"2023-12-29T18:45:02","publicationYear":"2023","noYear":false,"publicationType":{"id":2,"text":"Article"},"publicationSubtype":{"id":10,"text":"Journal Article"},"seriesTitle":{"id":1827,"text":"Geothermal Resources Council Transactions","active":true,"publicationSubtype":{"id":10}},"title":"Don’t Let Negatives Hold You Back: Accounting for Underlying Physics and Natural Distributions of Hydrothermal Systems When Selecting Negative Training Sites Leads to Better Machine Learning Predictions","docAbstract":"Selecting negative training sites is an important challenge to resolve when utilizing machine learning (ML) for predicting hydrothermal resource favorability because ideal models would discriminate between hydrothermal systems (positives) and all types of locations without hydrothermal systems (negatives). The Nevada Machine Learning project (NVML) fit an artificial neural network to identify areas favorable for hydrothermal systems by selecting 62 negative sites where the research team had confidence that no hydrothermal resource exists. Herein, we compare the implications of the expert selection of negatives (i.e., the NVML strategy) with a random sample strategy, where it is assumed that areas outside the favorable structural ellipses defined by NVML are negative. Because hydrothermal systems are sparse, it is highly probable that, in the absence of a favorable geological structure, hydrothermal favorability is low. We compare three training strategies: 1) the positive and negative labeled examples from NVML; 2) the positive examples from NVML with randomly selected negatives in equal frequency as NVML; and 3) the positive examples from NVML with randomly selected negatives reflecting the expected natural distribution of hydrothermal systems relative to the total area. We apply these training strategies to the NVML feature data (input data) using two ML algorithms (XGBoost and logistic regression) to create six favorability maps for hydrothermal resources. When accounting for the expected natural distribution of hydrothermal systems, we find that XGBoost performs better than the NVML neural network and its negatives. Model validation was less reliable using F1 scores, a common performance metric, than comparing probability estimates at known positives, likely because of the extreme natural class imbalance and the lack of negatively labeled sites. This work demonstrates that expert selection of negatives for training in NVML likely imparted modeling bias. Accounting for the sparsity of hydrothermal systems and all the types of locations without hydrothermal systems allows us to create better models for predicting hydrothermal resource favorability.","language":"English","publisher":"Geothermal Rising","usgsCitation":"Caraccioli, P.D., Mordensky, S.P., Lindsey, C.R., DeAngelo, J., Burns, E.R., and Lipor, J., 2023, Don’t Let Negatives Hold You Back: Accounting for Underlying Physics and Natural Distributions of Hydrothermal Systems When Selecting Negative Training Sites Leads to Better Machine Learning Predictions: Geothermal Resources Council Transactions, v. 47, p. 1672-1693.","productDescription":"22 p.","startPage":"1672","endPage":"1693","ipdsId":"IP-155549","costCenters":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"links":[{"id":424598,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/thumbnails/outside_thumb.jpg"},{"id":424597,"rank":1,"type":{"id":15,"text":"Index Page"},"url":"https://www.geothermal-library.org/index.php?mode=pubs&action=view&record=1034774"}],"volume":"47","noUsgsAuthors":false,"publicationStatus":"PW","contributors":{"authors":[{"text":"Caraccioli, Pascal D. 0009-0003-6711-8257","orcid":"https://orcid.org/0009-0003-6711-8257","contributorId":333435,"corporation":false,"usgs":false,"family":"Caraccioli","given":"Pascal","email":"","middleInitial":"D.","affiliations":[{"id":6929,"text":"Portland State University","active":true,"usgs":false}],"preferred":false,"id":892810,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Mordensky, Stanley Paul 0000-0001-8607-303X","orcid":"https://orcid.org/0000-0001-8607-303X","contributorId":292014,"corporation":false,"usgs":true,"family":"Mordensky","given":"Stanley","email":"","middleInitial":"Paul","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892811,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Lindsey, Cary R. 0000-0001-5693-9664","orcid":"https://orcid.org/0000-0001-5693-9664","contributorId":333436,"corporation":false,"usgs":false,"family":"Lindsey","given":"Cary","email":"","middleInitial":"R.","affiliations":[{"id":79883,"text":"USGS for this work (just joined GBCGE at UNR)","active":true,"usgs":false}],"preferred":false,"id":892812,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"DeAngelo, Jacob 0000-0002-7348-7839 jdeangelo@usgs.gov","orcid":"https://orcid.org/0000-0002-7348-7839","contributorId":237879,"corporation":false,"usgs":true,"family":"DeAngelo","given":"Jacob","email":"jdeangelo@usgs.gov","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892813,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Burns, Erick R. 0000-0002-1747-0506 eburns@usgs.gov","orcid":"https://orcid.org/0000-0002-1747-0506","contributorId":192154,"corporation":false,"usgs":true,"family":"Burns","given":"Erick","email":"eburns@usgs.gov","middleInitial":"R.","affiliations":[{"id":518,"text":"Oregon Water Science Center","active":true,"usgs":true},{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":892814,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Lipor, John 0000-0002-0990-5493","orcid":"https://orcid.org/0000-0002-0990-5493","contributorId":292015,"corporation":false,"usgs":false,"family":"Lipor","given":"John","email":"","affiliations":[{"id":6929,"text":"Portland State University","active":true,"usgs":false}],"preferred":false,"id":892815,"contributorType":{"id":1,"text":"Authors"},"rank":6}]}}
,{"id":70250726,"text":"pp1862O - 2023 - Ground-motion prediction equations for the western Kingdom of Saudi Arabia","interactions":[{"subject":{"id":70250726,"text":"pp1862O - 2023 - Ground-motion prediction equations for the western Kingdom of Saudi Arabia","indexId":"pp1862O","publicationYear":"2023","noYear":false,"chapter":"O","displayTitle":"Ground-Motion Prediction Equations for the Western Kingdom of Saudi Arabia","title":"Ground-motion prediction equations for the western Kingdom of Saudi Arabia"},"predicate":"IS_PART_OF","object":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"id":1}],"isPartOf":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"lastModifiedDate":"2024-01-02T17:07:03.833538","indexId":"pp1862O","displayToPublicDate":"2023-12-29T14:30:20","publicationYear":"2023","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":5,"text":"USGS Numbered Series"},"seriesTitle":{"id":331,"text":"Professional Paper","code":"PP","onlineIssn":"2330-7102","printIssn":"1044-9612","active":true,"publicationSubtype":{"id":5}},"seriesNumber":"1862","chapter":"O","displayTitle":"Ground-Motion Prediction Equations for the Western Kingdom of Saudi Arabia","title":"Ground-motion prediction equations for the western Kingdom of Saudi Arabia","docAbstract":"<p>Ground-motion prediction equations (GMPEs) for the western Kingdom of Saudi Arabia are developed by employing a mixed-effects regression model to modify the Boore and others (2014) Next Generation Attenuation-West2 (NGA-West2) project GMPEs. NGA-West2 addressed several key issues concerning GMPEs for shallow crustal earthquakes in active tectonic regions. However, the NGA-West2 input data do not include many earthquakes in extensional regimes, such as those occurring in Saudi Arabia. This deficiency is redressed by calculating a magnitude scaling of the new Saudi Arabia-specific GMPEs compared to those of Boore and others (2014). Furthermore, there is a clear difference in distance scaling for the Saudi Arabian GMPEs in comparison with the NGA-West2 GMPEs. This difference is especially significant at large distances and is mainly due to lower anelastic attenuation in the crystalline crust of western Saudi Arabia. Our empirical data demonstrate that the GMPEs presented here are in good agreement with observed earthquake ground motions in western Saudi Arabia.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/pp1862O","collaboration":"Jointly published with the Saudi Geological Survey [as Saudi Geological Survey Special Report SGS–SP–2021–1]","usgsCitation":"Kiuchi, R., Mooney, W.D., and Zahran, H.M., 2023, Ground-motion prediction equations for the western Kingdom of Saudi Arabia, chap. O <i>of</i> Sisson, T.W., Calvert, A.T., and Mooney, W.D., eds., Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia: U.S. Geological Survey Professional Paper 1862 [also released as Saudi Geological Survey Special Report SGS–SP–2021–1], 31 p., https://doi.org/10.3133/pp1862O.","productDescription":"vi, 31 p.","numberOfPages":"31","onlineOnly":"N","additionalOnlineFiles":"N","ipdsId":"IP-129536","costCenters":[{"id":237,"text":"Earthquake Science Center","active":true,"usgs":true}],"links":[{"id":423991,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://pubs.usgs.gov/pp/1862/o/pp1862o.pdf","text":"Report","size":"11.4 MB","linkFileType":{"id":1,"text":"pdf"},"description":"PP 1862-O"},{"id":423990,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/pp/1862/o/coverthbo.jpg"}],"country":"Kingdom of Saudi Arabia","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              42.75602070222271,\n              16.211495469022466\n            ],\n            [\n              44.958829363645094,\n              18.547056756745135\n            ],\n            [\n              37.40933785513795,\n              29.652243786014196\n            ],\n            [\n              34.965989081794106,\n              29.331606356788228\n            ],\n            [\n              34.66613879992957,\n              27.900404207046776\n            ],\n            [\n              40.467446295287004,\n              18.152186962033795\n            ],\n            [\n              42.75602070222271,\n              16.211495469022466\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","contact":"<p><a href=\"http://volcanoes.usgs.gov/\" data-mce-href=\"http://volcanoes.usgs.gov/\">Volcano Science Center</a> - Menlo Park<br><a href=\"https://usgs.gov/\" data-mce-href=\"https://usgs.gov/\">U.S. Geological Survey</a><br>345 Middlefield Road, MS 910<br>Menlo Park, CA 94025</p><p><a href=\"https://pubs.er.usgs.gov/contact\" data-mce-href=\"https://pubs.er.usgs.gov/contact\">Contact Pubs Warehouse</a></p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Referenced GMPEs—BSSA14</li><li>Dataset</li><li>Comparison Between Observed Data and BSSA14</li><li>Regression Analysis</li><li>Extrapolation on Magnitude Scaling and Model Smoothing</li><li>Comparison of Saudi Arabian GMPEs with BSSA14 and Other GMPEs</li><li>Relation of GMPEs to Tectonic Setting</li><li>Site Residuals Compared with Estimated <i>V</i><sub>S30</sub></li><li>Summary and Conclusions</li><li>Data and Resources</li><li>Acknowledgments</li><li>References Cited</li><li>Appendix 1. Supplemental Figures</li></ul>","publishingServiceCenter":{"id":14,"text":"Menlo Park PSC"},"publishedDate":"2023-12-29","noUsgsAuthors":false,"publicationDate":"2023-12-29","publicationStatus":"PW","contributors":{"authors":[{"text":"Kiuchi, Ryota 0000-0002-7410-0771","orcid":"https://orcid.org/0000-0002-7410-0771","contributorId":332857,"corporation":false,"usgs":false,"family":"Kiuchi","given":"Ryota","email":"","affiliations":[{"id":36662,"text":"Kyoto University","active":true,"usgs":false}],"preferred":false,"id":891172,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Mooney, Walter D. 0000-0002-5310-3631 mooney@usgs.gov","orcid":"https://orcid.org/0000-0002-5310-3631","contributorId":3194,"corporation":false,"usgs":true,"family":"Mooney","given":"Walter","email":"mooney@usgs.gov","middleInitial":"D.","affiliations":[{"id":237,"text":"Earthquake Science Center","active":true,"usgs":true}],"preferred":true,"id":891131,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Zahran, Hani M. 0000-0002-0029-3822","orcid":"https://orcid.org/0000-0002-0029-3822","contributorId":203711,"corporation":false,"usgs":false,"family":"Zahran","given":"Hani","email":"","middleInitial":"M.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":true,"id":891173,"contributorType":{"id":1,"text":"Authors"},"rank":3}]}}
,{"id":70206270,"text":"pp1862L - 2023 - Magnetotelluric investigation of northern Harrat Rahat, Kingdom of Saudi Arabia","interactions":[{"subject":{"id":70206270,"text":"pp1862L - 2023 - Magnetotelluric investigation of northern Harrat Rahat, Kingdom of Saudi Arabia","indexId":"pp1862L","publicationYear":"2023","noYear":false,"chapter":"L","displayTitle":"Magnetotelluric Investigation of Northern Harrat Rahat, Kingdom of Saudi Arabia","title":"Magnetotelluric investigation of northern Harrat Rahat, Kingdom of Saudi Arabia"},"predicate":"IS_PART_OF","object":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"id":1}],"isPartOf":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"lastModifiedDate":"2024-01-02T16:47:09.58641","indexId":"pp1862L","displayToPublicDate":"2023-12-29T14:29:15","publicationYear":"2023","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":5,"text":"USGS Numbered Series"},"seriesTitle":{"id":331,"text":"Professional Paper","code":"PP","onlineIssn":"2330-7102","printIssn":"1044-9612","active":true,"publicationSubtype":{"id":5}},"seriesNumber":"1862","chapter":"L","displayTitle":"Magnetotelluric Investigation of Northern Harrat Rahat, Kingdom of Saudi Arabia","title":"Magnetotelluric investigation of northern Harrat Rahat, Kingdom of Saudi Arabia","docAbstract":"<p>Volcanism within the harrats (Arabic for “volcanic field”) of the Kingdom of Saudi Arabia includes at least one historical eruption occurring close to the holy city of Al Madīnah in 1256 C.E. As part of a volcanic- and seismic-hazard assessment of northern Harrat Rahat, magnetotelluric (MT) data were collected to investigate the structural setting of the area, the presence or absence of melt within the crust, and the mantle-derived magmatic source. Collected MT data were modeled in both two dimensions, where anisotropy can be estimated, and three dimensions. Interpretation of the preferred resistivity model includes a shallow sediment-filled graben beneath northern Harrat Rahat lavas, a melt-free upper crust, and a region of decompression melting in the asthenosphere below 60–70 kilometers depth. Models in two dimensions image the lower crust as anisotropic, demonstrating that a series of elongate conductivity anomalies with a strike of N. 10° E. within the lower crust of the three-dimensional model are artifacts of inverting anisotropic data with an isotropic modeling algorithm. Careful examination of the resistivity models, in combination with regional geological and geophysical data, suggests an anisotropic lower crust that is free of large zones of melt. Azimuthal anisotropy in the lower crust extends well beyond the limits of Harrat Rahat volcanic rocks, with a conductive direction oriented N. 10° E. and an anisotropy factor of 2–5 between the most and least conductive directions. Enhanced conductivity is likely caused by interconnected grain-boundary graphite, where the direction of anisotropy reflects either frozen-in fabric from the Neoproterozoic stabilization of the Arabian Shield or ductile deformation driven by channelized asthenospheric flow coupled with a thin rigid mantle lid. Asthenospheric melt is interpreted to transect the crust largely through diking, with limited melt storage and short residence times within the crustal column.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/pp1862L","collaboration":"Jointly published with the Saudi Geological Survey [as Saudi Geological Survey Special Report SGS–SP–2021–1]","usgsCitation":"Peacock, J.R., Bedrosian, P.A., Al-Dhahry, M.K., Shareef, A., Feucht, D.W., Taylor, C.D., Bloss, B., and Zahran, H.M., 2023, Magnetotelluric investigation of northern Harrat Rahat, Kingdom of Saudi Arabia, chap. L <i>of</i> Sisson, T.W., Calvert, A.T., and Mooney, W.D., eds., Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia: U.S. Geological Survey Professional Paper 1862 [also released as Saudi Geological Survey Special Report SGS–SP–2021–1], 111 p., https://doi.org/10.3133/pp1862L.","productDescription":"Report: vi, 111 p.; Data Release","numberOfPages":"111","onlineOnly":"N","additionalOnlineFiles":"N","ipdsId":"IP-105223","costCenters":[{"id":171,"text":"Central Mineral and Environmental Resources Science Center","active":true,"usgs":true},{"id":211,"text":"Crustal Geophysics and Geochemistry Science Center","active":true,"usgs":true},{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true},{"id":615,"text":"Volcano Hazards Program","active":true,"usgs":true}],"links":[{"id":424018,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/pp/1862/l/covrthbl.jpg"},{"id":424020,"rank":3,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/P99H8HJ7","text":"USGS Data Release","description":"Bedrosian, P.A., Peacock, J.R., and Feucht, D.W., 2023, Magnetotelluric data from northern Harrat Rahat, Saudi Arabia, 2016: U.S. Geological Survey data release, https://doi.org/10.5066/P99H8HJ7.","linkHelpText":"Magnetotelluric data from northern Harrat Rahat, Saudi Arabia, 2016"},{"id":424019,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://pubs.usgs.gov/pp/1862/l/pp1862l.pdf","text":"Report","size":"38 MB","linkFileType":{"id":1,"text":"pdf"}}],"country":"Kingdom of Saudi Arabia","otherGeospatial":"northern Harrat Rahat","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              39,\n              25\n            ],\n            [\n              39,\n              23.75\n            ],\n            [\n              40.5,\n              23.75\n            ],\n            [\n              40.5,\n              25\n            ],\n            [\n              39,\n              25\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","contact":"<p><a href=\"http://volcanoes.usgs.gov/\" data-mce-href=\"http://volcanoes.usgs.gov/\">Volcano Science Center</a>&nbsp;- Menlo Park<br><a href=\"https://usgs.gov/\" data-mce-href=\"https://usgs.gov/\">U.S. Geological Survey</a><br>345 Middlefield Road, MS 910<br>Menlo Park, CA 94025</p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Method</li><li>Data</li><li>Modeling</li><li>Results and Discussion</li><li>Summary</li><li>Acknowledgments</li><li>References Cited</li><li>Appendix 1. Anisotropic Modeling</li><li>Appendix 3. Data and Model Responses</li></ul>","publishingServiceCenter":{"id":14,"text":"Menlo Park PSC"},"publishedDate":"2023-12-29","noUsgsAuthors":false,"publicationDate":"2023-12-29","publicationStatus":"PW","contributors":{"authors":[{"text":"Peacock, Jared R. 0000-0002-0439-0224","orcid":"https://orcid.org/0000-0002-0439-0224","contributorId":210082,"corporation":false,"usgs":true,"family":"Peacock","given":"Jared R.","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":891149,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Bedrosian, Paul A. 0000-0002-6786-1038 pbedrosian@usgs.gov","orcid":"https://orcid.org/0000-0002-6786-1038","contributorId":839,"corporation":false,"usgs":true,"family":"Bedrosian","given":"Paul","email":"pbedrosian@usgs.gov","middleInitial":"A.","affiliations":[{"id":211,"text":"Crustal Geophysics and Geochemistry Science Center","active":true,"usgs":true},{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":891150,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Al-Dhahry, Maher K.","contributorId":224237,"corporation":false,"usgs":false,"family":"Al-Dhahry","given":"Maher","email":"","middleInitial":"K.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":true,"id":891256,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Shareef, Adel","contributorId":216214,"corporation":false,"usgs":false,"family":"Shareef","given":"Adel","email":"","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":false,"id":891154,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Feucht, Daniel W. dfeucht@usgs.gov","contributorId":5022,"corporation":false,"usgs":true,"family":"Feucht","given":"Daniel","email":"dfeucht@usgs.gov","middleInitial":"W.","affiliations":[{"id":211,"text":"Crustal Geophysics and Geochemistry Science Center","active":true,"usgs":true}],"preferred":true,"id":891152,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Taylor, Cliff D. 0000-0001-6376-6298 ctaylor@usgs.gov","orcid":"https://orcid.org/0000-0001-6376-6298","contributorId":1283,"corporation":false,"usgs":true,"family":"Taylor","given":"Cliff","email":"ctaylor@usgs.gov","middleInitial":"D.","affiliations":[{"id":171,"text":"Central Mineral and Environmental Resources Science Center","active":true,"usgs":true}],"preferred":true,"id":891153,"contributorType":{"id":1,"text":"Authors"},"rank":6},{"text":"Bloss, Benjamin 0000-0002-1678-8571","orcid":"https://orcid.org/0000-0002-1678-8571","contributorId":292692,"corporation":false,"usgs":false,"family":"Bloss","given":"Benjamin","affiliations":[{"id":62977,"text":"Emerald Geomodeling","active":true,"usgs":false}],"preferred":false,"id":891155,"contributorType":{"id":1,"text":"Authors"},"rank":7},{"text":"Zahran, Hani M. 0000-0002-0029-3822","orcid":"https://orcid.org/0000-0002-0029-3822","contributorId":332850,"corporation":false,"usgs":false,"family":"Zahran","given":"Hani","email":"","middleInitial":"M.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":false,"id":891156,"contributorType":{"id":1,"text":"Authors"},"rank":8}]}}
,{"id":70206067,"text":"pp1862K - 2023 - Depth to basement and crustal structure of the northern Harrat Rahat volcanic field, Kingdom of Saudi Arabia, from gravity and aeromagnetic data","interactions":[{"subject":{"id":70206067,"text":"pp1862K - 2023 - Depth to basement and crustal structure of the northern Harrat Rahat volcanic field, Kingdom of Saudi Arabia, from gravity and aeromagnetic data","indexId":"pp1862K","publicationYear":"2023","noYear":false,"chapter":"K","displayTitle":"Depth to Basement and Crustal Structure of the Northern Harrat Rahat Volcanic Field, Kingdom of Saudi Arabia, from Gravity and Aeromagnetic Data","title":"Depth to basement and crustal structure of the northern Harrat Rahat volcanic field, Kingdom of Saudi Arabia, from gravity and aeromagnetic data"},"predicate":"IS_PART_OF","object":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"id":1}],"isPartOf":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"lastModifiedDate":"2024-01-02T16:40:00.308218","indexId":"pp1862K","displayToPublicDate":"2023-12-29T14:28:58","publicationYear":"2023","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":5,"text":"USGS Numbered Series"},"seriesTitle":{"id":331,"text":"Professional Paper","code":"PP","onlineIssn":"2330-7102","printIssn":"1044-9612","active":true,"publicationSubtype":{"id":5}},"seriesNumber":"1862","chapter":"K","displayTitle":"Depth to Basement and Crustal Structure of the Northern Harrat Rahat Volcanic Field, Kingdom of Saudi Arabia, from Gravity and Aeromagnetic Data","title":"Depth to basement and crustal structure of the northern Harrat Rahat volcanic field, Kingdom of Saudi Arabia, from gravity and aeromagnetic data","docAbstract":"<p>New gravity data reveal a prominent negative anomaly along the main vent axis of the northern Harrat Rahat volcanic field in the Kingdom of Saudi Arabia. The gravity low continues north of the volcanic field onto exposures of Proterozoic rocks, indicating that the low is caused not only by the volcanic field (and possibly underlying Cenozoic sediments), but also the underlying Proterozoic basement. An inversion of the gravity field guided by analysis of aeromagnetic data indicates (1) a broad depression of the basement surface that is deeper along the main vent axis in the eastern part and in the southwest part of the volcanic field and (2) less dense basement beneath the vent axis. Low densities within the basement most likely arise from lithologic variations in the basement, predating Cenozoic volcanism, although our analysis does not rule out small volumes of partial melt and higher temperatures or extensive fracturing at depth.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/pp1862K","collaboration":"Jointly published with the Saudi Geological Survey [as Saudi Geological Survey Special Report SGS–SP–2021–1]","usgsCitation":"Langenheim, V.E., Ritzinger, B.T., Zahran, H.M., Shareef, A., and Al-Dhahry, M.K., 2023, Depth to basement and crustal structure of the northern Harrat Rahat volcanic field, Kingdom of Saudi Arabia, from gravity and aeromagnetic data, chap. K <i>of</i> Sisson, T.W., Calvert, A.T., and Mooney, W.D., eds., Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia: U.S. Geological Survey Professional Paper 1862 [also released as Saudi Geological Survey Special Report SGS–SP–2021–1], 18 p., https://doi.org/10.3133/pp1862K.","productDescription":"Report: v, 18 p.; Data Release","numberOfPages":"18","onlineOnly":"N","additionalOnlineFiles":"N","ipdsId":"IP-104531","costCenters":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"links":[{"id":424015,"rank":3,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/P9THCSE8","description":"Langenheim, V.E., 2018, Gravity and physical property data of the northern Harrat Rahat, Saudi Arabia: U.S. Geological Survey data release, https://doi.org/10.5066/P9THCSE8.","linkHelpText":"Gravity and physical property data of the northern Harrat Rahat, Saudi Arabia"},{"id":424016,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/pp/1862/k/covrthbk.jpg"},{"id":424017,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://pubs.usgs.gov/pp/1862/k/pp1862k.pdf","text":"Report","size":"9 MB","linkFileType":{"id":1,"text":"pdf"}}],"country":"Kingdom of Saudi Arabia","otherGeospatial":"northern Harrat Rahat","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              39.4,\n              24.6\n            ],\n            [\n              39.4,\n              23.75\n            ],\n            [\n              40.25,\n              23.75\n            ],\n            [\n              40.25,\n              24.6\n            ],\n            [\n              39.4,\n              24.6\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","contact":"<p><a href=\"http://volcanoes.usgs.gov/\" data-mce-href=\"http://volcanoes.usgs.gov/\">Volcano Science Center</a>&nbsp;- Menlo Park<br><a href=\"https://usgs.gov/\" data-mce-href=\"https://usgs.gov/\">U.S. Geological Survey</a><br>345 Middlefield Road, MS 910<br>Menlo Park, CA 94025</p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Geology</li><li>Geophysical Data</li><li>Geophysical Anomalies</li><li>Modeling of Data</li><li>Discussion</li><li>Conclusions</li><li>Acknowledgments</li><li>References Cited</li></ul>","publishingServiceCenter":{"id":14,"text":"Menlo Park PSC"},"publishedDate":"2023-12-29","noUsgsAuthors":false,"publicationDate":"2023-12-29","publicationStatus":"PW","contributors":{"authors":[{"text":"Langenheim, Victoria E. 0000-0003-2170-5213 zulanger@usgs.gov","orcid":"https://orcid.org/0000-0003-2170-5213","contributorId":151042,"corporation":false,"usgs":true,"family":"Langenheim","given":"Victoria E.","email":"zulanger@usgs.gov","affiliations":[{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":773462,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Ritzinger, Brent T. britzinger@usgs.gov","contributorId":5734,"corporation":false,"usgs":true,"family":"Ritzinger","given":"Brent T.","email":"britzinger@usgs.gov","affiliations":[],"preferred":true,"id":773463,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Zahran, Hani M. 0000-0002-0029-3822","orcid":"https://orcid.org/0000-0002-0029-3822","contributorId":203711,"corporation":false,"usgs":false,"family":"Zahran","given":"Hani","email":"","middleInitial":"M.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":true,"id":773464,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Shareef, Adel","contributorId":216214,"corporation":false,"usgs":false,"family":"Shareef","given":"Adel","email":"","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":false,"id":773465,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Al-Dhahry, Maher K.","contributorId":224237,"corporation":false,"usgs":false,"family":"Al-Dhahry","given":"Maher","email":"","middleInitial":"K.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":true,"id":773466,"contributorType":{"id":1,"text":"Authors"},"rank":5}]}}
,{"id":70250724,"text":"pp1862F - 2023 - The duration and characteristics of magmatic differentiation from basalt to trachyte within the Matan volcanic center, northern Harrat Rahat, Kingdom of Saudi Arabia","interactions":[{"subject":{"id":70250724,"text":"pp1862F - 2023 - The duration and characteristics of magmatic differentiation from basalt to trachyte within the Matan volcanic center, northern Harrat Rahat, Kingdom of Saudi Arabia","indexId":"pp1862F","publicationYear":"2023","noYear":false,"chapter":"F","displayTitle":"The Duration and Characteristics of Magmatic Differentiation from Basalt to Trachyte within the Matan Volcanic Center, Northern Harrat Rahat, Kingdom of Saudi Arabia","title":"The duration and characteristics of magmatic differentiation from basalt to trachyte within the Matan volcanic center, northern Harrat Rahat, Kingdom of Saudi Arabia"},"predicate":"IS_PART_OF","object":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"id":1}],"isPartOf":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"lastModifiedDate":"2024-01-02T15:18:33.767148","indexId":"pp1862F","displayToPublicDate":"2023-12-29T14:26:56","publicationYear":"2023","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":5,"text":"USGS Numbered Series"},"seriesTitle":{"id":331,"text":"Professional Paper","code":"PP","onlineIssn":"2330-7102","printIssn":"1044-9612","active":true,"publicationSubtype":{"id":5}},"seriesNumber":"1862","chapter":"F","displayTitle":"The Duration and Characteristics of Magmatic Differentiation from Basalt to Trachyte within the Matan Volcanic Center, Northern Harrat Rahat, Kingdom of Saudi Arabia","title":"The duration and characteristics of magmatic differentiation from basalt to trachyte within the Matan volcanic center, northern Harrat Rahat, Kingdom of Saudi Arabia","docAbstract":"<p>A fundamental goal of igneous petrology is to quantify the durations required to produce evolved magmas following influx of basalt into the crust. However, in many cases, complex field relations and (or) the presence of a long-lived magmatic system make it difficult to assess how basaltic inputs relate to more evolved magmas, therefore precluding calculation of meaningful timescales. Here we present field relations, geochemistry, <sup>40</sup>Ar/<sup>39</sup>Ar ages, and <sup>36</sup>Cl surface-exposure ages for volcanic rocks from the Matan volcanic center, located in the northern part of the Harrat Rahat volcanic field, in the Kingdom of Saudi Arabia. These data document a systematic and repeated temporal progression from alkali basalt to trachyte for the youngest eruptive products. From ~155–17 thousand years ago, the following eruptive sequence occurred four times: (1) alkali basalt, (2) hawaiite, mugearite, or benmoreite, and (3) trachyte. We interpret each eruptive sequence to result from injection of basalt into the crust, and its subsequent differentiation and eruption of progressively evolved magmas. We use the interval time between successive eruptions within a given sequence to calculate the timespans required to produce trachyte from alkali basalt. Differentiation from alkali basalt to intermediate compositions (hawaiite, mugearite, and benmoreite) took ≤3 thousand years (k.y.) on average. Differentiation from intermediate compositions to trachyte took a maximum of 6.7±3.6 to 22.9±1.7 k.y. Thus, the total duration of differentiation was ~10–25 k.y. Timescales presented here are independent of the processes evoked to drive differentiation because they are based solely on the ages and compositions of eruptive products from a system characterized by a simple, repeated differentiation sequence.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/pp1862F","collaboration":"Jointly published with the Saudi Geological Survey [as Saudi Geological Survey Special Report SGS–SP–2021–1]","usgsCitation":"Stelten, M.E., Downs, D.T., Dietterich, H.R., Mahood, G.A., Calvert, A.T., Sisson, T.W., Witter, M.R., Zahran, H.M., and Shawali, J., 2023, The duration and characteristics of magmatic differentiation from basalt to trachyte within the Matan volcanic center, northern Harrat Rahat, Kingdom of Saudi Arabia, chap. F <i>of</i> Sisson, T.W., Calvert, A.T., and Mooney, W.D., eds., Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia: U.S. Geological Survey Professional Paper 1862 [also released as Saudi Geological Survey Special Report SGS–SP–2021–1], 56 p., https://doi.org/10.3133/pp1862F.","productDescription":"Report: vii, 56 p.; 2 Data Releases","numberOfPages":"56","onlineOnly":"N","additionalOnlineFiles":"N","ipdsId":"IP-112196","costCenters":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"links":[{"id":423987,"rank":4,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/P9ENRS8U","text":"USGS data release","linkHelpText":"Electron microprobe data for plagioclase, olivine, pyroxene, and spinel in volcanic rocks from the Matan volcanic center located within the Harrat Rahat volcanic field, Kingdom of Saudi Arabia"},{"id":423986,"rank":3,"type":{"id":30,"text":"Data Release"},"url":"https://doi.org/10.5066/P92FB6AQ","text":"USGS data release","linkHelpText":"Ar isotope data for volcanic rocks from the northern Harrat Rahat volcanic field and surrounding area, Kingdom of Saudi Arabia"},{"id":423984,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://pubs.usgs.gov/pp/1862/f/pp1862f.pdf","text":"Report","size":"15.4 MB","linkFileType":{"id":1,"text":"pdf"},"description":"Professional Paper 1862F"},{"id":423983,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/pp/1862/f/coverthbf.jpg"}],"country":"Kingdom of Saudi Arabia","otherGeospatial":"northern Harrat Rahat","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              39.5,\n              24.6\n            ],\n            [\n              39.5,\n              24\n            ],\n            [\n              40.25,\n              24\n            ],\n            [\n              40.25,\n              24.6\n            ],\n            [\n              39.5,\n              24.6\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","contact":"<p><a href=\"http://volcanoes.usgs.gov/\" data-mce-href=\"http://volcanoes.usgs.gov/\">Volcano Science Center</a> - Menlo Park<br><a href=\"https://usgs.gov/\" data-mce-href=\"https://usgs.gov/\">U.S. Geological Survey</a><br>345 Middlefield Road, MS 910<br>Menlo Park, CA 94025</p><p><a href=\"https://pubs.er.usgs.gov/contact\" data-mce-href=\"https://pubs.er.usgs.gov/contact\">Contact Pubs Warehouse</a></p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Geologic Background</li><li>Analytical Methods</li><li>Results</li><li>Discussion</li><li>Conclusions</li><li>Acknowledgments</li><li>References Cited</li><li>Appendix 1. Detailed Description of Analytical Methods</li><li>Appendix 2. Location of Samples from the Matan Volcanic Center</li><li>Appendix 3. <sup>36</sup>Cl Results</li><li>Appendix 4. Argon Age Spectra and Isochron Diagrams</li></ul>","publishingServiceCenter":{"id":14,"text":"Menlo Park PSC"},"publishedDate":"2023-12-29","noUsgsAuthors":false,"publicationDate":"2023-12-29","publicationStatus":"PW","contributors":{"authors":[{"text":"Stelten, Mark E. 0000-0002-5294-3161 mstelten@usgs.gov","orcid":"https://orcid.org/0000-0002-5294-3161","contributorId":145923,"corporation":false,"usgs":true,"family":"Stelten","given":"Mark","email":"mstelten@usgs.gov","middleInitial":"E.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891116,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Downs, Drew T. 0000-0002-9056-1404 ddowns@usgs.gov","orcid":"https://orcid.org/0000-0002-9056-1404","contributorId":173516,"corporation":false,"usgs":true,"family":"Downs","given":"Drew","email":"ddowns@usgs.gov","middleInitial":"T.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891117,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Dietterich, Hannah R. 0000-0001-7898-4343","orcid":"https://orcid.org/0000-0001-7898-4343","contributorId":212771,"corporation":false,"usgs":true,"family":"Dietterich","given":"Hannah R.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891118,"contributorType":{"id":1,"text":"Authors"},"rank":3},{"text":"Mahood, Gail A. 0000-0001-9359-7640","orcid":"https://orcid.org/0000-0001-9359-7640","contributorId":219799,"corporation":false,"usgs":false,"family":"Mahood","given":"Gail A.","affiliations":[{"id":6986,"text":"Stanford University","active":true,"usgs":false}],"preferred":false,"id":891119,"contributorType":{"id":1,"text":"Authors"},"rank":4},{"text":"Calvert, Andrew T. 0000-0001-5237-2218 acalvert@usgs.gov","orcid":"https://orcid.org/0000-0001-5237-2218","contributorId":2694,"corporation":false,"usgs":true,"family":"Calvert","given":"Andrew","email":"acalvert@usgs.gov","middleInitial":"T.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true},{"id":312,"text":"Geology, Minerals, Energy, and Geophysics Science Center","active":true,"usgs":true}],"preferred":true,"id":891120,"contributorType":{"id":1,"text":"Authors"},"rank":5},{"text":"Sisson, Thomas W. 0000-0003-3380-6425 tsisson@usgs.gov","orcid":"https://orcid.org/0000-0003-3380-6425","contributorId":2341,"corporation":false,"usgs":true,"family":"Sisson","given":"Thomas","email":"tsisson@usgs.gov","middleInitial":"W.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891121,"contributorType":{"id":1,"text":"Authors"},"rank":6},{"text":"Witter, Molly R.","contributorId":332849,"corporation":false,"usgs":false,"family":"Witter","given":"Molly","email":"","middleInitial":"R.","affiliations":[{"id":6986,"text":"Stanford University","active":true,"usgs":false}],"preferred":false,"id":891122,"contributorType":{"id":1,"text":"Authors"},"rank":7},{"text":"Zahran, Hani M. 0000-0002-0029-3822","orcid":"https://orcid.org/0000-0002-0029-3822","contributorId":332850,"corporation":false,"usgs":false,"family":"Zahran","given":"Hani","email":"","middleInitial":"M.","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":false,"id":891123,"contributorType":{"id":1,"text":"Authors"},"rank":8},{"text":"Jamal Shawali","contributorId":332851,"corporation":false,"usgs":false,"family":"Jamal Shawali","affiliations":[{"id":36695,"text":"Saudi Geological Survey","active":true,"usgs":false}],"preferred":false,"id":891124,"contributorType":{"id":1,"text":"Authors"},"rank":9}]}}
,{"id":70250720,"text":"pp1862E - 2023 - Lava flow emplacement in Harrat Rahat with implications for eruptions in mafic volcanic fields","interactions":[{"subject":{"id":70250720,"text":"pp1862E - 2023 - Lava flow emplacement in Harrat Rahat with implications for eruptions in mafic volcanic fields","indexId":"pp1862E","publicationYear":"2023","noYear":false,"chapter":"E","displayTitle":"Lava Flow Emplacement in Harrat Rahat with Implications for Eruptions in Mafic Volcanic Fields","title":"Lava flow emplacement in Harrat Rahat with implications for eruptions in mafic volcanic fields"},"predicate":"IS_PART_OF","object":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"id":1}],"isPartOf":{"id":70250730,"text":"pp1862 - 2023 - Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia","indexId":"pp1862","publicationYear":"2023","noYear":false,"title":"Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia"},"lastModifiedDate":"2024-01-02T15:01:31.949956","indexId":"pp1862E","displayToPublicDate":"2023-12-29T14:26:33","publicationYear":"2023","noYear":false,"publicationType":{"id":18,"text":"Report"},"publicationSubtype":{"id":5,"text":"USGS Numbered Series"},"seriesTitle":{"id":331,"text":"Professional Paper","code":"PP","onlineIssn":"2330-7102","printIssn":"1044-9612","active":true,"publicationSubtype":{"id":5}},"seriesNumber":"1862","chapter":"E","displayTitle":"Lava Flow Emplacement in Harrat Rahat with Implications for Eruptions in Mafic Volcanic Fields","title":"Lava flow emplacement in Harrat Rahat with implications for eruptions in mafic volcanic fields","docAbstract":"<p>Mafic volcanic fields are widespread, but few have erupted in historical times, providing limited observations of the magnitudes, dynamics, and timescales of lava flow emplacement in these settings. The Harrat Rahat volcanic field in western Saudi Arabia offers a good opportunity to study eruptions in such a setting, with a historical eruption in 1256 C.E. (654 in the year of the Hijra) and numerous well-preserved late Pleistocene lava flows. We combine historical observations and rheological and morphological analyses of the youngest flows with analytical models to reconstruct eruptive histories and lava flow emplacement conditions in Harrat Rahat. Petrologic analysis of samples for emplacement temperatures and crystallinities show cooling trends from vent to toe of ~1,140 to ~1,090 degrees Celsius (°C) at rates of 2 to 7 °C per kilometer, crystallinities increasing from 0.5 to 60 volume percent, and apparent viscosities increasing from 10<sup>2</sup> to 10<sup>9</sup> pascal seconds. High-resolution topographic data facilitate quantitative analysis of morphology and interpolation of preeruptive surfaces to measure flow thicknesses, channels, and levees, and enable calculation of eruptive volumes. Analytical models relating flow morphology to emplacement conditions are applied to estimate effusion rates. Within the suite of studied flows, minimum volume estimates range from 0.07 to 0.42 cubic kilometers dense rock equivalent, with effusion rates on the order of tens to hundreds of cubic meters per second and durations from 1 to 15 weeks. These integrated analyses quantify past lava flow emplacement conditions and dynamics in Harrat Rahat, improving our understanding and observations of fundamental parameters and controls of effusive eruptions in Harrat Rahat and other mafic volcanic fields.</p>","language":"English","publisher":"U.S. Geological Survey","publisherLocation":"Reston, VA","doi":"10.3133/pp1862E","collaboration":"Jointly published with the Saudi Geological Survey [as Saudi Geological Survey Special Report SGS–SP–2021–1]","usgsCitation":"Dietterich, H.R., Downs, D.T., and Stelten, M.E., 2023, Lava flow emplacement in Harrat Rahat with implications for eruptions in mafic volcanic fields, chap. E <i>of</i> Sisson, T.W., Calvert, A.T., and Mooney, W.D., eds., Active volcanism on the Arabian Shield—Geology, volcanology, and geophysics of northern Harrat Rahat and vicinity, Kingdom of Saudi Arabia: U.S. Geological Survey Professional Paper 1862 [also released as Saudi Geological Survey Special Report SGS–SP–2021–1], 49 p., https://doi.org/10.3133/pp1862E.","productDescription":"vi, 49 p.","numberOfPages":"49","onlineOnly":"N","additionalOnlineFiles":"N","ipdsId":"IP-111360","costCenters":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"links":[{"id":423979,"rank":1,"type":{"id":24,"text":"Thumbnail"},"url":"https://pubs.usgs.gov/pp/1862/e/coverthbe.jpg"},{"id":423980,"rank":2,"type":{"id":11,"text":"Document"},"url":"https://pubs.usgs.gov/pp/1862/e/pp1862e.pdf","text":"Report","size":"6.56 MB","linkFileType":{"id":1,"text":"pdf"},"description":"PP 1862-E"}],"country":"Kingdom of Saudi Arabia","otherGeospatial":"northeastern Harrat Rahat","geographicExtents":"{\n  \"type\": \"FeatureCollection\",\n  \"features\": [\n    {\n      \"type\": \"Feature\",\n      \"properties\": {},\n      \"geometry\": {\n        \"coordinates\": [\n          [\n            [\n              39.675,\n              24.6\n            ],\n            [\n              39.675,\n              24.2\n            ],\n            [\n              40,\n              24.2\n            ],\n            [\n              40,\n              24.6\n            ],\n            [\n              39.675,\n              24.6\n            ]\n          ]\n        ],\n        \"type\": \"Polygon\"\n      }\n    }\n  ]\n}","contact":"<p><a href=\"http://volcanoes.usgs.gov/\" data-mce-href=\"http://volcanoes.usgs.gov/\">Volcano Science Center</a> - Menlo Park<br><a href=\"https://usgs.gov/\" data-mce-href=\"https://usgs.gov/\">U.S. Geological Survey</a><br>345 Middlefield Road, MS 910<br>Menlo Park, CA 94025</p><p><a href=\"https://pubs.er.usgs.gov/contact\" data-mce-href=\"https://pubs.er.usgs.gov/contact\">Contact Pubs Warehouse</a></p>","tableOfContents":"<ul><li>Abstract</li><li>Introduction</li><li>Geologic Setting</li><li>Methods</li><li>Results</li><li>Analysis of Emplacement Conditions</li><li>Discussion</li><li>Conclusions</li><li>Acknowledgments</li><li>References Cited</li><li>Appendix 1. Samples for X-ray Fluorescence Analysis</li><li>Appendix 2. Samples for Textural Analysis</li><li>Appendix 3. Microprobe Analyses of Glass in Harrat Rahat Basaltic Lava Flows</li><li>Appendix 4. Microprobe Analyses of Plagioclase in Harrat Rahat Basaltic Lava Flows</li><li>Appendix 5. Microprobe Analyses of Olivine in Harrat Rahat Basaltic Lava Flows</li><li>Appendix 6. Geothermometry Results and Sample Locations</li></ul>","publishingServiceCenter":{"id":14,"text":"Menlo Park PSC"},"publishedDate":"2023-12-29","noUsgsAuthors":false,"publicationDate":"2023-12-29","publicationStatus":"PW","contributors":{"authors":[{"text":"Dietterich, Hannah R. 0000-0001-7898-4343","orcid":"https://orcid.org/0000-0001-7898-4343","contributorId":212771,"corporation":false,"usgs":true,"family":"Dietterich","given":"Hannah R.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891100,"contributorType":{"id":1,"text":"Authors"},"rank":1},{"text":"Downs, Drew T. 0000-0002-9056-1404 ddowns@usgs.gov","orcid":"https://orcid.org/0000-0002-9056-1404","contributorId":173516,"corporation":false,"usgs":true,"family":"Downs","given":"Drew","email":"ddowns@usgs.gov","middleInitial":"T.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891101,"contributorType":{"id":1,"text":"Authors"},"rank":2},{"text":"Stelten, Mark E. 0000-0002-5294-3161 mstelten@usgs.gov","orcid":"https://orcid.org/0000-0002-5294-3161","contributorId":145923,"corporation":false,"usgs":true,"family":"Stelten","given":"Mark","email":"mstelten@usgs.gov","middleInitial":"E.","affiliations":[{"id":617,"text":"Volcano Science Center","active":true,"usgs":true}],"preferred":true,"id":891102,"contributorType":{"id":1,"text":"Authors"},"rank":3}]}}
]}