{"id":"https://openalex.org/W2965862708","doi":"https://doi.org/10.3390/rs11151778","title":"Urban Flood Detection with Sentinel-1 Multi-Temporal Synthetic Aperture Radar (SAR) Observations in a Bayesian Framework: A Case Study for Hurricane Matthew","display_name":"Urban Flood Detection with Sentinel-1 Multi-Temporal Synthetic Aperture Radar (SAR) Observations in a Bayesian Framework: A Case Study for Hurricane Matthew","publication_year":2019,"publication_date":"2019-07-29","ids":{"openalex":"https://openalex.org/W2965862708","doi":"https://doi.org/10.3390/rs11151778","mag":"2965862708"},"language":"en","primary_location":{"id":"doi:10.3390/rs11151778","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11151778","pdf_url":"https://www.mdpi.com/2072-4292/11/15/1778/pdf?version=1568948045","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/15/1778/pdf?version=1568948045","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078870362","display_name":"Yunung Nina Lin","orcid":"https://orcid.org/0000-0002-3669-3625"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I4210108017","display_name":"Earth Observatory of Singapore","ror":"https://ror.org/01167a838","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108017"]},{"id":"https://openalex.org/I4210128530","display_name":"Institute of Earth Sciences, Academia Sinica","ror":"https://ror.org/03c4nqn69","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210128530","https://openalex.org/I84653119"]}],"countries":["SG","TW"],"is_corresponding":true,"raw_author_name":"Yunung Nina Lin","raw_affiliation_strings":["Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore","Institute of Earth Sciences, Academia Sinica, Taipei City 115, Taiwan"],"affiliations":[{"raw_affiliation_string":"Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I4210108017","https://openalex.org/I172675005"]},{"raw_affiliation_string":"Institute of Earth Sciences, Academia Sinica, Taipei City 115, Taiwan","institution_ids":["https://openalex.org/I4210128530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085203169","display_name":"Sang\u2010Ho Yun","orcid":"https://orcid.org/0000-0001-6952-6156"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sang-Ho Yun","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086916982","display_name":"Alok Bhardwaj","orcid":"https://orcid.org/0000-0003-2614-5796"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I4210108017","display_name":"Earth Observatory of Singapore","ror":"https://ror.org/01167a838","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108017"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Alok Bhardwaj","raw_affiliation_strings":["Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore"],"affiliations":[{"raw_affiliation_string":"Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I4210108017","https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090332796","display_name":"Emma M. Hill","orcid":"https://orcid.org/0000-0003-0231-5818"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I4210108017","display_name":"Earth Observatory of Singapore","ror":"https://ror.org/01167a838","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108017"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Emma M. Hill","raw_affiliation_strings":["Asian School of the Environment, Nanyang Technological University, Singapore 637459, Singapore","Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore"],"affiliations":[{"raw_affiliation_string":"Asian School of the Environment, Nanyang Technological University, Singapore 637459, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Earth Observatory of Singapore, Nanyang Technological University, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I4210108017","https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078870362"],"corresponding_institution_ids":["https://openalex.org/I172675005","https://openalex.org/I4210108017","https://openalex.org/I4210128530"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.9367,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.93838031,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"15","first_page":"1778","last_page":"1778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.7146691083908081},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5556384325027466},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5547095537185669},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5545220375061035},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5396090149879456},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.48755425214767456},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.45758381485939026},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4470486640930176},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23581966757774353},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2094840407371521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20182150602340698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10653078556060791},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08675384521484375}],"concepts":[{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.7146691083908081},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5556384325027466},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5547095537185669},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5545220375061035},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5396090149879456},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.48755425214767456},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.45758381485939026},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4470486640930176},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23581966757774353},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2094840407371521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20182150602340698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10653078556060791},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08675384521484375},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11151778","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11151778","pdf_url":"https://www.mdpi.com/2072-4292/11/15/1778/pdf?version=1568948045","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4fc39c6fc757433ab37d1bbc228e5612","is_oa":true,"landing_page_url":"https://doaj.org/article/4fc39c6fc757433ab37d1bbc228e5612","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 15, p 1778 (2019)","raw_type":"article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/85554","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/85554","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/15/1778/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11151778","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 11; Issue 15; Pages: 1778","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11151778","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11151778","pdf_url":"https://www.mdpi.com/2072-4292/11/15/1778/pdf?version=1568948045","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5787287739","display_name":null,"funder_award_id":"NRF-NRFI05-2019-0009","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G5787699919","display_name":null,"funder_award_id":"NNH16ZDA001N","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G6203443186","display_name":null,"funder_award_id":"NNH16ZDA001N","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"},{"id":"https://openalex.org/G7204659601","display_name":null,"funder_award_id":"NNH16ZDA001N-GEO","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G812506567","display_name":null,"funder_award_id":"NH16ZDA001N","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320329098","display_name":"Earth Observatory of Singapore","ror":"https://ror.org/01167a838"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965862708.pdf","grobid_xml":"https://content.openalex.org/works/W2965862708.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1981546716","https://openalex.org/W1988334140","https://openalex.org/W2044232925","https://openalex.org/W2058232479","https://openalex.org/W2060962059","https://openalex.org/W2084744129","https://openalex.org/W2087070363","https://openalex.org/W2089594470","https://openalex.org/W2094202273","https://openalex.org/W2096611296","https://openalex.org/W2097816127","https://openalex.org/W2130762895","https://openalex.org/W2132355329","https://openalex.org/W2136594891","https://openalex.org/W2149960531","https://openalex.org/W2152730464","https://openalex.org/W2159432279","https://openalex.org/W2166531069","https://openalex.org/W2292718396","https://openalex.org/W2344360129","https://openalex.org/W2507587848","https://openalex.org/W2564932286","https://openalex.org/W2604199742","https://openalex.org/W2725735250","https://openalex.org/W2751895300","https://openalex.org/W2787879829","https://openalex.org/W2885158046","https://openalex.org/W2901113940","https://openalex.org/W2910531141","https://openalex.org/W2941704308","https://openalex.org/W3041621345","https://openalex.org/W6647540694","https://openalex.org/W6665616240","https://openalex.org/W6674120290","https://openalex.org/W6731169396"],"related_works":["https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2116854923","https://openalex.org/W2750730210","https://openalex.org/W2236974868","https://openalex.org/W4312766348","https://openalex.org/W4233939244","https://openalex.org/W2730764323","https://openalex.org/W3123806511","https://openalex.org/W1976727107"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2],"we":[3,63,115],"explored":[4],"the":[5,23,32,46,50,61,69,75,78,96,135,174,189,216,229],"application":[6],"of":[7,34,56,68,95,129,143,184,219,232],"synthetic":[8],"aperture":[9],"radar":[10],"(SAR)":[11],"intensity":[12,71,89,99,147,151,157,171],"time":[13,79,175],"series":[14],"for":[15,41,54,88,180,192,200],"urban":[16,136,201],"flood":[17,24,111,121,132],"detection.":[18],"Our":[19,131,159],"test":[20],"case":[21],"was":[22],"in":[25,134,197],"Lumberton,":[26],"North":[27],"Carolina,":[28],"USA,":[29],"caused":[30],"by":[31,187],"landfall":[33],"Hurricane":[35],"Matthew":[36],"on":[37,45,74,169],"8":[38],"October":[39],"2016,":[40],"which":[42,114],"airborne":[43],"imagery\u2014taken":[44],"same":[47],"day":[48],"as":[49,173,215],"SAR":[51,70,146,213],"overpass\u2014is":[52],"available":[53],"validation":[55],"our":[57,119],"technique.":[58],"To":[59],"map":[60,123,133],"flood,":[62],"first":[64],"carried":[65],"out":[66],"normalization":[67,177],"observations,":[72],"based":[73],"statistics":[76],"from":[77],"series,":[80],"and":[81,98,153,202,212,221,224],"then":[82,108],"construct":[83],"a":[84,110,125,139,181],"Bayesian":[85],"probability":[86,112,128],"function":[87],"decrease":[90],"(due":[91,101],"to":[92,102,117],"specular":[93],"reflection":[94],"signal)":[97],"increase":[100],"double":[103],"bounce)":[104],"cases":[105],"separately.":[106],"We":[107,205],"formed":[109],"map,":[113],"used":[116],"create":[118],"preferred":[120],"extent":[122],"using":[124],"global":[126,167],"cutoff":[127],"0.5.":[130],"area":[137],"showed":[138],"complicated":[140],"mosaicking":[141],"pattern":[142],"pixels":[144,149,154],"showing":[145,150],"decrease,":[148],"increase,":[152],"without":[155],"significant":[156],"changes.":[158],"approach":[160],"shows":[161],"improved":[162,198],"performance":[163,199],"when":[164],"compared":[165],"with":[166],"thresholding":[168],"log":[170],"ratios,":[172],"series-based":[176],"has":[178],"accounted":[179],"certain":[182],"level":[183],"spatial":[185],"variation":[186],"considering":[188],"different":[190],"history":[191],"each":[193],"pixel.":[194],"This":[195],"resulted":[196],"vegetated":[203],"regions.":[204],"identified":[206],"smooth":[207],"surfaces,":[208],"like":[209],"asphalt":[210],"roads,":[211],"shadows":[214],"major":[217,230],"sources":[218,231],"underprediction,":[220],"aquatic":[222],"plants":[223],"soil":[225],"moisture":[226],"changes":[227],"were":[228],"overprediction.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-08-13T00:00:00"}
