{"id":"https://openalex.org/W2954747993","doi":"https://doi.org/10.1109/jstars.2019.2918947","title":"The Utility of SMAP Soil Moisture and Freeze-Thaw Datasets as Precursors to Spring-Melt Flood Conditions: A Case Study in the Red River of the North Basin","display_name":"The Utility of SMAP Soil Moisture and Freeze-Thaw Datasets as Precursors to Spring-Melt Flood Conditions: A Case Study in the Red River of the North Basin","publication_year":2019,"publication_date":"2019-06-25","ids":{"openalex":"https://openalex.org/W2954747993","doi":"https://doi.org/10.1109/jstars.2019.2918947","mag":"2954747993"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2019.2918947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2019.2918947","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027408801","display_name":"Aaron Davitt","orcid":"https://orcid.org/0000-0002-0859-0928"},"institutions":[{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron Davitt","raw_affiliation_strings":["Department of Earth and Atmospheric Science, City University of New York, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Atmospheric Science, City University of New York, New York, NY, USA","institution_ids":["https://openalex.org/I174216632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008976377","display_name":"Guy Schumann","orcid":"https://orcid.org/0000-0003-0968-7198"},"institutions":[{"id":"https://openalex.org/I4210155636","display_name":"Remote Sensing Solutions (United States)","ror":"https://ror.org/04tbz4c44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155636"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guy Schumann","raw_affiliation_strings":["Remote Sensing Solutions, Inc., Barnstable, MA, USA"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Solutions, Inc., Barnstable, MA, USA","institution_ids":["https://openalex.org/I4210155636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014640772","display_name":"Chalita Forgotson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144891","display_name":"Science Systems and Applications (United States)","ror":"https://ror.org/03xec1444","country_code":"US","type":"company","lineage":["https://openalex.org/I4210144891"]},{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chalita Forgotson","raw_affiliation_strings":["Science Systems and Applications Inc. (SSAI), NASA Goddard Space Flight Center, Greenbelt, MD, USA"],"affiliations":[{"raw_affiliation_string":"Science Systems and Applications Inc. (SSAI), NASA Goddard Space Flight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525","https://openalex.org/I4210144891"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103453090","display_name":"Kyle C. McDonald","orcid":null},"institutions":[{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]},{"id":"https://openalex.org/I4210117728","display_name":"Center For Remote Sensing (United States)","ror":"https://ror.org/021wvg932","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117728"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle C. McDonald","raw_affiliation_strings":["Department of Earth and Atmospheric Science and NOAA Center for Earth System Sciences & Remote Sensing Technologies (NOAA CREST), City University of New York, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Atmospheric Science and NOAA Center for Earth System Sciences & Remote Sensing Technologies (NOAA CREST), City University of New York, New York, NY, USA","institution_ids":["https://openalex.org/I4210117728","https://openalex.org/I174216632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027408801"],"corresponding_institution_ids":["https://openalex.org/I174216632"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":0.8941,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.71268014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"8","first_page":"2848","last_page":"2861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6756578087806702},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.6673316955566406},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6626086235046387},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.5648203492164612},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.5597472190856934},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.5202773213386536},{"id":"https://openalex.org/keywords/spring","display_name":"Spring (device)","score":0.44851920008659363},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.43718230724334717},{"id":"https://openalex.org/keywords/rank-correlation","display_name":"Rank correlation","score":0.4111321270465851},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2979463040828705},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.15119478106498718},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11838638782501221},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10621312260627747}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6756578087806702},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.6673316955566406},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6626086235046387},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5648203492164612},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.5597472190856934},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.5202773213386536},{"id":"https://openalex.org/C2778712887","wikidata":"https://www.wikidata.org/wiki/Q102836","display_name":"Spring (device)","level":2,"score":0.44851920008659363},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.43718230724334717},{"id":"https://openalex.org/C101601086","wikidata":"https://www.wikidata.org/wiki/Q3753228","display_name":"Rank correlation","level":2,"score":0.4111321270465851},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2979463040828705},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.15119478106498718},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11838638782501221},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10621312260627747},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2019.2918947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2019.2918947","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G8806043590","display_name":null,"funder_award_id":"NA16SEC4810008","funder_id":"https://openalex.org/F4320317264","funder_display_name":"NOAA Center for Earth System Sciences and Remote Sensing Technologies"}],"funders":[{"id":"https://openalex.org/F4320317264","display_name":"NOAA Center for Earth System Sciences and Remote Sensing Technologies","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W96275590","https://openalex.org/W1066523502","https://openalex.org/W1917589669","https://openalex.org/W1978786685","https://openalex.org/W1980826815","https://openalex.org/W1996370457","https://openalex.org/W2001281641","https://openalex.org/W2026766393","https://openalex.org/W2027907982","https://openalex.org/W2051024048","https://openalex.org/W2074680933","https://openalex.org/W2118172265","https://openalex.org/W2156288178","https://openalex.org/W2165083298","https://openalex.org/W2331377021","https://openalex.org/W2519310712","https://openalex.org/W2546470251","https://openalex.org/W2560792714","https://openalex.org/W2600900657","https://openalex.org/W2612987360","https://openalex.org/W2762180336","https://openalex.org/W2769706720","https://openalex.org/W2791152274","https://openalex.org/W2891986614","https://openalex.org/W3029055799"],"related_works":["https://openalex.org/W2394377911","https://openalex.org/W63519562","https://openalex.org/W3020755331","https://openalex.org/W2593813247","https://openalex.org/W4386724243","https://openalex.org/W2186700429","https://openalex.org/W2807005244","https://openalex.org/W2362178353","https://openalex.org/W4288712567","https://openalex.org/W2261973629"],"abstract_inverted_index":{"We":[0],"evaluated":[1],"NASA":[2],"soil":[3,7,99,113],"moisture":[4,8],"active-passive":[5],"(SMAP)":[6],"(SM)":[9],"and":[10,20,41,48,59,63,76,92,103,111,117,132,156,161,170,176,195,239],"freeze-thaw":[11],"(FT)":[12],"datasets":[13,43,241],"for":[14],"the":[15,32,36,67,78,133,136,162,165,178,213,229,255,259],"utility":[16],"to":[17,25,75,107,124,153,189,251],"identify":[18],"FT":[19,40,85,102,109,240],"SM":[21,42,104,121,155,238],"conditions":[22,114,250],"as":[23],"precursors":[24],"a":[26],"2017":[27],"spring-melt":[28,252],"flood":[29,137,179,230],"event":[30,231],"in":[31,120,177,254],"Red":[33,64,256],"River":[34,65,257],"of":[35,66,135,164,258],"North":[37,51,68,185,260],"Basin.":[38,261],"SMAP":[39,84,101,154,237],"were":[44,105],"analyzed":[45],"at":[46,49,115,192],"basin-scale":[47],"specific":[50],"Dakota":[52],"Agricultural":[53],"Weather":[54],"Network":[55],"(NDAWN),":[56],"National":[57],"Oceanic":[58],"Atmospheric":[60],"Administration":[61],"(NOAA),":[62],"U.S.":[69],"Geological":[70],"Survey":[71],"(USGS)":[72],"stations":[73],"prior":[74],"during":[77,228],"observed":[79],"flood.":[80],"Results":[81],"indicate":[82],"that":[83,236],"dataset":[86],"had":[87,212],"better":[88],"agreement":[89],"with":[90,98],"NDAWN":[91],"NOAA":[93],"air":[94],"temperature":[95],"measurements":[96],"than":[97],"temperature.":[100],"able":[106],"observe":[108],"states":[110],"saturated":[112],"basin-level":[116],"significant":[118],"increases":[119],"content":[122],"up":[123],"five":[125],"days":[126],"before":[127],"USGS":[128,157],"gauge":[129,159],"height":[130],"increase":[131],"manifestation":[134],"event.":[138],"A":[139],"Spearman's":[140],"rank":[141],"(R":[142,199],"<sub":[143,200,220],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[144,201,221],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">s</sub>":[145,202,222],")":[146],"cross-correlation":[147],"coefficient":[148],"lag":[149],"function":[150],"was":[151],"applied":[152],"river":[158],"heights":[160],"strength":[163],"relationship":[166,215],"varied":[167],"by":[168],"location":[169],"lead":[171,197,217],"time.":[172],"Downstream":[173],"locations":[174],"near":[175],"area":[180],"(North":[181],"Grand":[182],"Forks,":[183],"Oslo,":[184],"Drayton)":[186],"displayed":[187],"moderate":[188],"strong":[190],"relationships":[191],"1-,":[193],"3-,":[194],"4-day":[196],"times":[198],"=":[203,223],"0.67,":[204],"0.84,":[205],"0.71;":[206],"p":[207],"<;":[208],".05),":[209,226],"respectively.":[210],"Pembina":[211],"strongest":[214],"(4-day":[216],"time;":[218],"R":[219],"0.88;":[224],"p<;":[225],"well":[227],"recorded.":[232],"This":[233],"study":[234],"suggests":[235],"can":[242],"potentially":[243],"provide":[244],"useful":[245],"information":[246],"on":[247],"surface":[248],"state":[249],"floods":[253]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
