{"id":"https://openalex.org/W4415320652","doi":"https://doi.org/10.1016/j.envsoft.2026.107055","title":"RECLAIM: A Globally Scalable Machine Learning Framework to Predict Reservoir Sedimentation and Capacity Loss from Satellite-based Earth Observations","display_name":"RECLAIM: A Globally Scalable Machine Learning Framework to Predict Reservoir Sedimentation and Capacity Loss from Satellite-based Earth Observations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415320652","doi":"https://doi.org/10.1016/j.envsoft.2026.107055"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2026.107055","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2026.107055","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5623518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031167997","display_name":"Sanchit Minocha","orcid":"https://orcid.org/0009-0007-1969-7521"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanchit Minocha","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023022845","display_name":"Faisal Hossain","orcid":"https://orcid.org/0000-0001-6192-3157"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Faisal Hossain","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA"],"raw_orcid":"https://orcid.org/0000-0001-6192-3157","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028174896","display_name":"J. Zhao","orcid":"https://orcid.org/0009-0006-2450-5953"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Zhao","raw_affiliation_strings":["Paul G. Allen School of Computer Science, University of Washington, Seattle, WA-98105, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science, University of Washington, Seattle, WA-98105, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072127177","display_name":"Erkan \u0130stanbulluo\u011flu","orcid":"https://orcid.org/0000-0001-9453-4676"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erkan Istanbulluoglu","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, Seattle, WA-98105, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023022845"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31668641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"204","issue":null,"first_page":"107055","last_page":"107055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9143000245094299,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sedimentation","display_name":"Sedimentation","score":0.7085999846458435},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5918999910354614},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5317000150680542},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4909000098705292},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.47049999237060547},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.37689998745918274},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.34549999237060547}],"concepts":[{"id":"https://openalex.org/C29941650","wikidata":"https://www.wikidata.org/wiki/Q635485","display_name":"Sedimentation","level":3,"score":0.7085999846458435},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5918999910354614},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5317000150680542},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4909000098705292},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.47049999237060547},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39570000767707825},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33309999108314514},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.3107999861240387},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.29170000553131104},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2824999988079071},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26159998774528503},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.26010000705718994}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.envsoft.2026.107055","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2026.107055","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.5623518","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5623518","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5623518","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5623518","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1554109927","https://openalex.org/W1959593849","https://openalex.org/W1969483029","https://openalex.org/W1982098411","https://openalex.org/W1986729504","https://openalex.org/W2028469283","https://openalex.org/W2041492958","https://openalex.org/W2045245368","https://openalex.org/W2048956808","https://openalex.org/W2052397371","https://openalex.org/W2054086080","https://openalex.org/W2060405276","https://openalex.org/W2088252378","https://openalex.org/W2163288194","https://openalex.org/W2171675471","https://openalex.org/W2173251738","https://openalex.org/W2295598076","https://openalex.org/W2535509801","https://openalex.org/W2749318941","https://openalex.org/W2889878480","https://openalex.org/W2891528447","https://openalex.org/W2921306807","https://openalex.org/W3025939505","https://openalex.org/W3025949386","https://openalex.org/W3081257272","https://openalex.org/W3103783691","https://openalex.org/W3136765580","https://openalex.org/W3163193707","https://openalex.org/W4211241721","https://openalex.org/W4229000640","https://openalex.org/W4249736682","https://openalex.org/W4296970127","https://openalex.org/W4299959846","https://openalex.org/W4312174318","https://openalex.org/W4327724412","https://openalex.org/W4386897833","https://openalex.org/W4393168138","https://openalex.org/W4394877018","https://openalex.org/W4395063792","https://openalex.org/W4396666724","https://openalex.org/W4409214263","https://openalex.org/W4409912592","https://openalex.org/W4413004997"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-19T00:00:00"}