{"id":"https://openalex.org/W1981942231","doi":"https://doi.org/10.3390/rs61110835","title":"MODIS Inundation Estimate Assimilation into Soil Moisture Accounting Hydrologic Model: A Case Study in Southeast Asia","display_name":"MODIS Inundation Estimate Assimilation into Soil Moisture Accounting Hydrologic Model: A Case Study in Southeast Asia","publication_year":2014,"publication_date":"2014-11-07","ids":{"openalex":"https://openalex.org/W1981942231","doi":"https://doi.org/10.3390/rs61110835","mag":"1981942231"},"language":"en","primary_location":{"id":"doi:10.3390/rs61110835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61110835","pdf_url":"https://www.mdpi.com/2072-4292/6/11/10835/pdf?version=1415954034","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/2072-4292/6/11/10835/pdf?version=1415954034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068447035","display_name":"Ari Posner","orcid":null},"institutions":[{"id":"https://openalex.org/I2802928082","display_name":"Hydrologic Research Center","ror":"https://ror.org/038kja517","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802928082"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ari Posner","raw_affiliation_strings":["Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA"],"affiliations":[{"raw_affiliation_string":"Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA","institution_ids":["https://openalex.org/I2802928082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076771826","display_name":"Konstantine P. Georgakakos","orcid":"https://orcid.org/0000-0002-0093-057X"},"institutions":[{"id":"https://openalex.org/I2802928082","display_name":"Hydrologic Research Center","ror":"https://ror.org/038kja517","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802928082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantine Georgakakos","raw_affiliation_strings":["Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA"],"affiliations":[{"raw_affiliation_string":"Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA","institution_ids":["https://openalex.org/I2802928082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017349092","display_name":"Eylon Shamir","orcid":"https://orcid.org/0000-0001-8261-9373"},"institutions":[{"id":"https://openalex.org/I2802928082","display_name":"Hydrologic Research Center","ror":"https://ror.org/038kja517","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802928082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eylon Shamir","raw_affiliation_strings":["Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA"],"affiliations":[{"raw_affiliation_string":"Hydrologic Research Center, 12555 High Bluff Rd. Ste. 255, San Diego, CA 92130, USA","institution_ids":["https://openalex.org/I2802928082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068447035"],"corresponding_institution_ids":["https://openalex.org/I2802928082"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7119,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73077132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"11","first_page":"10835","last_page":"10859"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9993000030517578,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7538448572158813},{"id":"https://openalex.org/keywords/flash-flood","display_name":"Flash flood","score":0.7387811541557312},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.6071996688842773},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5822482109069824},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5602242350578308},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.542652428150177},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.5391583442687988},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.48162978887557983},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.44390031695365906},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.4331589341163635},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3300037682056427},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.22575214505195618},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20911237597465515},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0837348997592926}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7538448572158813},{"id":"https://openalex.org/C120417685","wikidata":"https://www.wikidata.org/wiki/Q860333","display_name":"Flash flood","level":3,"score":0.7387811541557312},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.6071996688842773},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5822482109069824},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5602242350578308},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.542652428150177},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.5391583442687988},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.48162978887557983},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.44390031695365906},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.4331589341163635},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3300037682056427},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.22575214505195618},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20911237597465515},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0837348997592926},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs61110835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61110835","pdf_url":"https://www.mdpi.com/2072-4292/6/11/10835/pdf?version=1415954034","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:c438590257f34862862b5ee2fe264dc2","is_oa":true,"landing_page_url":"https://doaj.org/article/c438590257f34862862b5ee2fe264dc2","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 6, Iss 11, Pp 10835-10859 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs61110835","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61110835","pdf_url":"https://www.mdpi.com/2072-4292/6/11/10835/pdf?version=1415954034","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":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.4399999976158142},{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332377","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1981942231.pdf","grobid_xml":"https://content.openalex.org/works/W1981942231.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W71286975","https://openalex.org/W1519694837","https://openalex.org/W1527355311","https://openalex.org/W1554216198","https://openalex.org/W1599785081","https://openalex.org/W1967331604","https://openalex.org/W1969221542","https://openalex.org/W1980663293","https://openalex.org/W1980970204","https://openalex.org/W1987167259","https://openalex.org/W1987792146","https://openalex.org/W1990388200","https://openalex.org/W1993921800","https://openalex.org/W1999070250","https://openalex.org/W2002118821","https://openalex.org/W2006725446","https://openalex.org/W2006821093","https://openalex.org/W2007459412","https://openalex.org/W2009551574","https://openalex.org/W2016038790","https://openalex.org/W2021796598","https://openalex.org/W2022221953","https://openalex.org/W2038114309","https://openalex.org/W2045907226","https://openalex.org/W2046567883","https://openalex.org/W2061138570","https://openalex.org/W2061961260","https://openalex.org/W2081988914","https://openalex.org/W2092878288","https://openalex.org/W2101378180","https://openalex.org/W2101394945","https://openalex.org/W2116715631","https://openalex.org/W2127255229","https://openalex.org/W2142487254","https://openalex.org/W2143081880","https://openalex.org/W2153525715","https://openalex.org/W2156259061","https://openalex.org/W2156574776","https://openalex.org/W6654567322","https://openalex.org/W6661946655","https://openalex.org/W6683387457"],"related_works":["https://openalex.org/W2810489620","https://openalex.org/W3193063068","https://openalex.org/W2909495622","https://openalex.org/W4327955651","https://openalex.org/W2348020424","https://openalex.org/W2276803246","https://openalex.org/W2883628037","https://openalex.org/W2810939189","https://openalex.org/W4299998748","https://openalex.org/W2131470874"],"abstract_inverted_index":{"Flash":[0],"Flood":[1],"Guidance":[2],"consists":[3],"of":[4,10,12,52,118,122,159,174,186,220,235],"indices":[5],"that":[6,16,93,192,206],"estimate":[7,139],"the":[8,44,50,91,102,123,127,141,147,157,204,223,245],"amount":[9],"rain":[11],"a":[13,20,169,230],"certain":[14],"duration":[15],"is":[17,85,229],"needed":[18],"over":[19,43,211],"given":[21,156],"small":[22],"basin":[23],"in":[24,105,168],"order":[25,106],"to":[26,107,135,198],"cause":[27],"minor":[28],"flooding.":[29],"Backwater":[30],"catchment":[31,215],"inundation":[32,194],"from":[33,90,116,120],"swollen":[34],"rivers":[35,74],"or":[36],"regional":[37],"groundwater":[38],"inputs":[39],"are":[40,62,133],"not":[41,63],"significant":[42],"spatial":[45],"and":[46,69,177],"temporal":[47],"scales":[48],"for":[49,140,217,242],"majority":[51],"upland":[53],"flash":[54,178],"flood":[55,179],"prone":[56],"basins,":[57,115],"as":[58],"such,":[59],"these":[60],"effects":[61],"considered.":[64],"However,":[65],"some":[66],"lowland":[67],"areas":[68],"flat":[70],"terrain":[71],"near":[72],"large":[73],"experience":[75],"standing":[76,95],"water":[77,119,130,176],"long":[78],"after":[79],"local":[80],"precipitation":[81],"has":[82],"ceased.":[83],"NASA":[84],"producing":[86],"an":[87,137],"experimental":[88],"product":[89],"MODIS":[92,193],"detects":[94],"water.":[96],"These":[97],"observations":[98],"were":[99,166],"assimilated":[100,197],"into":[101],"hydrologic":[103],"model":[104,151],"more":[108,232],"accurately":[109],"represent":[110],"soil":[111,129,143,148,175,200],"moisture":[112,201],"conditions":[113],"within":[114],"sources":[117],"outside":[121],"basin.":[124],"Based":[125],"on":[126],"upper":[128],"content,":[131],"relations":[132],"used":[134,167],"derive":[136],"error":[138,164],"modeled":[142],"saturation":[144,149],"fraction;":[145],"whereby,":[146],"fraction":[150],"state":[152],"can":[153],"be":[154],"updated":[155],"availability":[158],"satellite":[160],"observed":[161],"inundation.":[162],"Model":[163],"estimates":[165],"Monte":[170],"Carlo":[171],"ensemble":[172],"forecast":[173],"potential.":[180],"Numerical":[181],"experiments":[182],"with":[183],"six":[184],"months":[185],"data":[187],"(July":[188],"2011\u2013December":[189],"2011)":[190],"showed":[191],"data,":[195],"when":[196],"correct":[199],"estimates,":[202],"increased":[203],"likelihood":[205],"bankfull":[207],"flow":[208],"would":[209],"occur,":[210],"non-assimilated":[212],"modeling,":[213],"at":[214],"outlets":[216],"approximately":[218],"44%":[219],"basin-days":[221],"during":[222,244],"study":[224],"time":[225,246],"period.":[226,247],"While":[227],"this":[228],"much":[231],"realistic":[233],"representation":[234],"conditions,":[236],"no":[237],"actual":[238],"events":[239],"occurred":[240],"allowing":[241],"validation":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}