{"id":"https://openalex.org/W4392916565","doi":"https://doi.org/10.3390/rs16061056","title":"The Amazon\u2019s 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction","display_name":"The Amazon\u2019s 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction","publication_year":2024,"publication_date":"2024-03-16","ids":{"openalex":"https://openalex.org/W4392916565","doi":"https://doi.org/10.3390/rs16061056"},"language":"en","primary_location":{"id":"doi:10.3390/rs16061056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061056","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1056/pdf?version=1710750258","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/2072-4292/16/6/1056/pdf?version=1710750258","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040500369","display_name":"Fabien Wagner","orcid":"https://orcid.org/0000-0002-9623-1182"},"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"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fabien H. Wagner","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082061520","display_name":"Samuel Favrichon","orcid":"https://orcid.org/0000-0002-8600-1949"},"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":"Samuel Favrichon","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000091763","display_name":"Ricardo Dalagnol","orcid":"https://orcid.org/0000-0002-7151-8697"},"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"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Dalagnol","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030891971","display_name":"Mayumi C. M. Hirye","orcid":"https://orcid.org/0000-0002-1817-360X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR","US"],"is_corresponding":false,"raw_author_name":"Mayumi C. M. Hirye","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","Quap\u00e1 Lab, Faculty of Architecture and Urbanism, University of S\u00e3o Paulo\u2014USP, S\u00e3o Paulo 05508-900, SP, Brazil","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Quap\u00e1 Lab, Faculty of Architecture and Urbanism, University of S\u00e3o Paulo\u2014USP, S\u00e3o Paulo 05508-900, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022899478","display_name":"Adugna Mullissa","orcid":"https://orcid.org/0000-0001-7711-8523"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adugna Mullissa","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042922619","display_name":"Sassan Saatchi","orcid":"https://orcid.org/0000-0001-8524-4917"},"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"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sassan Saatchi","raw_affiliation_strings":["CTREES.org, Pasadena, CA 91105, USA","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;"],"affiliations":[{"raw_affiliation_string":"CTREES.org, Pasadena, CA 91105, USA","institution_ids":[]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"NASA-Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91105, USA;","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA;","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040500369"],"corresponding_institution_ids":["https://openalex.org/I1334627681","https://openalex.org/I161318765"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5715,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88414607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"1056","last_page":"1056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.7504000067710876,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.7504000067710876,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10029","display_name":"Climate variability and models","score":0.7465999722480774,"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/T12543","display_name":"Groundwater and Watershed Analysis","score":0.6571999788284302,"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/amazon-rainforest","display_name":"Amazon rainforest","score":0.7000744342803955},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5268301367759705},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07038512825965881}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.7000744342803955},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5268301367759705},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07038512825965881},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16061056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061056","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1056/pdf?version=1710750258","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:f6c0effdaef14f1288407c55361eed60","is_oa":true,"landing_page_url":"https://doaj.org/article/f6c0effdaef14f1288407c55361eed60","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 6, p 1056 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/6/1056/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16061056","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16061056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061056","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1056/pdf?version=1710750258","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":0.6299999952316284,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G1794068954","display_name":null,"funder_award_id":"80NM0018F0590","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G4630860884","display_name":null,"funder_award_id":"80NM0018F0590","funder_id":"https://openalex.org/F4320332375","funder_display_name":"Jet Propulsion Laboratory"}],"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/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392916565.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1520348967","https://openalex.org/W1579928783","https://openalex.org/W1901129140","https://openalex.org/W1972957982","https://openalex.org/W1974570581","https://openalex.org/W1978597161","https://openalex.org/W1978617972","https://openalex.org/W1987869189","https://openalex.org/W1993259089","https://openalex.org/W1996972086","https://openalex.org/W2001705096","https://openalex.org/W2014034374","https://openalex.org/W2020647169","https://openalex.org/W2084744129","https://openalex.org/W2091467652","https://openalex.org/W2096611296","https://openalex.org/W2120443706","https://openalex.org/W2147996636","https://openalex.org/W2156298772","https://openalex.org/W2173163148","https://openalex.org/W2209551033","https://openalex.org/W2560167313","https://openalex.org/W2617984405","https://openalex.org/W2725897987","https://openalex.org/W2786671045","https://openalex.org/W2790742725","https://openalex.org/W2803972022","https://openalex.org/W2804233742","https://openalex.org/W2808091221","https://openalex.org/W2808956245","https://openalex.org/W2912466506","https://openalex.org/W2925219434","https://openalex.org/W2925964473","https://openalex.org/W2956021635","https://openalex.org/W3015551621","https://openalex.org/W3036059328","https://openalex.org/W3042141803","https://openalex.org/W3047260318","https://openalex.org/W3048034423","https://openalex.org/W3048508421","https://openalex.org/W3053578219","https://openalex.org/W3069599463","https://openalex.org/W3080319602","https://openalex.org/W3138818617","https://openalex.org/W3173929345","https://openalex.org/W3176640325","https://openalex.org/W3184335955","https://openalex.org/W3197374825","https://openalex.org/W3201218645","https://openalex.org/W3203667495","https://openalex.org/W3205170649","https://openalex.org/W4225393558","https://openalex.org/W4316664522","https://openalex.org/W4361200200","https://openalex.org/W4388574052","https://openalex.org/W4389725680"],"related_works":["https://openalex.org/W3022229171","https://openalex.org/W2913190967","https://openalex.org/W587719479","https://openalex.org/W3165307885","https://openalex.org/W3097390808","https://openalex.org/W2611724343","https://openalex.org/W4391681741","https://openalex.org/W3014702057","https://openalex.org/W2982104316","https://openalex.org/W2286251263"],"abstract_inverted_index":{"The":[0,11,66,95,126],"Amazon,":[1],"the":[2,17,45,69,86,92,104,111,119,130,154,167,173],"world\u2019s":[3],"largest":[4],"rainforest,":[5],"faces":[6],"a":[7,27,35],"severe":[8],"historic":[9],"drought.":[10],"Rio":[12,46,145],"Negro":[13,47,146],"River,":[14],"one":[15],"of":[16,68,78,85,129,143,156,166,194],"major":[18],"Amazon":[19],"River":[20,48],"tributaries,":[21],"reached":[22,149],"its":[23],"lowest":[24,151],"level":[25,152],"in":[26,29,44,53,135,138,172,183,197],"century":[28],"October":[30],"2023.":[31],"Here,":[32],"we":[33],"used":[34],"U-net":[36],"deep":[37,186],"learning":[38,187],"model":[39,72],"to":[40,162],"map":[41,131],"water":[42,70,87,96,107,147,169,195],"surfaces":[43,148,170,196],"basin":[49],"every":[50],"12":[51],"days":[52],"2022":[54],"and":[55,117,141,159],"2023":[56,158],"using":[57],"10":[58],"m":[59],"spatial":[60],"resolution":[61],"Sentinel-1":[62,93],"satellite":[63],"radar":[64,180],"images.":[65],"accuracy":[67],"surface":[71,88,97,106],"was":[73,89],"high,":[74],"with":[75,103,118,185],"an":[76],"F1-score":[77],"0.93.":[79],"A":[80],"12-day":[81],"mosaic":[82],"time":[83],"series":[84],"generated":[90],"from":[91,110],"prediction.":[94],"mask":[98],"demonstrated":[99],"relatively":[100],"consistent":[101],"agreement":[102],"global":[105],"(GSW)":[108],"product":[109],"Joint":[112],"Research":[113],"Centre":[114],"(F1-score:":[115,124],"0.708)":[116],"Brazilian":[120],"MapBiomas":[121],"Water":[122],"initiative":[123],"0.686).":[125],"main":[127],"errors":[128,134],"were":[132,160],"omission":[133],"flooded":[136,139],"woodland,":[137],"shrub,":[140],"because":[142],"clouds.":[144],"their":[150],"around":[153],"25th":[155],"November":[157],"reduced":[161],"68.1%":[163],"(9559.9":[164],"km2)":[165],"maximum":[168],"observed":[171],"period":[174],"2022\u20132023":[175],"(14,036.3":[176],"km2).":[177],"Synthetic":[178],"aperture":[179],"(SAR)":[181],"data,":[182],"conjunction":[184],"techniques,":[188],"can":[189],"significantly":[190],"improve":[191],"near-real-time":[192],"mapping":[193],"tropical":[198],"regions.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2024-03-19T00:00:00"}