{"id":"https://openalex.org/W4318055140","doi":"https://doi.org/10.3390/rs15030706","title":"Development of High-Resolution Soil Hydraulic Parameters with Use of Earth Observations for Enhancing Root Zone Soil Moisture Product","display_name":"Development of High-Resolution Soil Hydraulic Parameters with Use of Earth Observations for Enhancing Root Zone Soil Moisture Product","publication_year":2023,"publication_date":"2023-01-25","ids":{"openalex":"https://openalex.org/W4318055140","doi":"https://doi.org/10.3390/rs15030706"},"language":"en","primary_location":{"id":"doi:10.3390/rs15030706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030706","pdf_url":"https://www.mdpi.com/2072-4292/15/3/706/pdf?version=1675695405","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/2072-4292/15/3/706/pdf?version=1675695405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048528004","display_name":"Juby Thomas","orcid":"https://orcid.org/0009-0008-4716-7736"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Juby Thomas","raw_affiliation_strings":["Department of Geology, University of Delhi, Delhi 110007, India"],"affiliations":[{"raw_affiliation_string":"Department of Geology, University of Delhi, Delhi 110007, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108212050","display_name":"Manika Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manika Gupta","raw_affiliation_strings":["Department of Geology, University of Delhi, Delhi 110007, India"],"affiliations":[{"raw_affiliation_string":"Department of Geology, University of Delhi, Delhi 110007, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049173779","display_name":"Prashant K. Srivastava","orcid":"https://orcid.org/0000-0002-4155-630X"},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prashant K. Srivastava","raw_affiliation_strings":["Remote Sensing Laboratory, Institute of Environment and Sustainable Development, Banaras Hindu University, Varanasi 221005, India"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Laboratory, Institute of Environment and Sustainable Development, Banaras Hindu University, Varanasi 221005, India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028211819","display_name":"Dharmendra Kumar Pandey","orcid":"https://orcid.org/0000-0002-4060-5368"},"institutions":[{"id":"https://openalex.org/I1289461252","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dharmendra K. Pandey","raw_affiliation_strings":["Space Applications Centre\u2014ISRO, Ahmedabad 380015, India"],"affiliations":[{"raw_affiliation_string":"Space Applications Centre\u2014ISRO, Ahmedabad 380015, India","institution_ids":["https://openalex.org/I1289461252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037110476","display_name":"Rajat Bindlish","orcid":"https://orcid.org/0000-0002-1913-0353"},"institutions":[{"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":"Rajat Bindlish","raw_affiliation_strings":["Hydrological Sciences Laboratory, NASA Goddard Space Flight Centre, Greenbelt, MD 20771, USA"],"affiliations":[{"raw_affiliation_string":"Hydrological Sciences Laboratory, NASA Goddard Space Flight Centre, Greenbelt, MD 20771, USA","institution_ids":["https://openalex.org/I1306266525"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108212050"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7358,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65470488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"3","first_page":"706","last_page":"706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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":1.0,"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9969000220298767,"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":0.7884540557861328},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.7612836360931396},{"id":"https://openalex.org/keywords/downscaling","display_name":"Downscaling","score":0.6443853378295898},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.6035950779914856},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.45476678013801575},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.4447748363018036},{"id":"https://openalex.org/keywords/pedotransfer-function","display_name":"Pedotransfer function","score":0.44152602553367615},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.3859931230545044},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.37402522563934326},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22114840149879456},{"id":"https://openalex.org/keywords/hydraulic-conductivity","display_name":"Hydraulic conductivity","score":0.19296881556510925},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.12735939025878906},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.11524078249931335},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.08528074622154236}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7884540557861328},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.7612836360931396},{"id":"https://openalex.org/C41156917","wikidata":"https://www.wikidata.org/wiki/Q682831","display_name":"Downscaling","level":3,"score":0.6443853378295898},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.6035950779914856},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.45476678013801575},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.4447748363018036},{"id":"https://openalex.org/C164285268","wikidata":"https://www.wikidata.org/wiki/Q7159349","display_name":"Pedotransfer function","level":4,"score":0.44152602553367615},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.3859931230545044},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.37402522563934326},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22114840149879456},{"id":"https://openalex.org/C63184880","wikidata":"https://www.wikidata.org/wiki/Q2783041","display_name":"Hydraulic conductivity","level":3,"score":0.19296881556510925},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.12735939025878906},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.11524078249931335},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.08528074622154236},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15030706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030706","pdf_url":"https://www.mdpi.com/2072-4292/15/3/706/pdf?version=1675695405","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:0fc1b007de734a3d8b6cf1178390c21e","is_oa":true,"landing_page_url":"https://doaj.org/article/0fc1b007de734a3d8b6cf1178390c21e","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 15, Iss 3, p 706 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/3/706/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15030706","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 15; Issue 3; Pages: 706","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15030706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15030706","pdf_url":"https://www.mdpi.com/2072-4292/15/3/706/pdf?version=1675695405","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/6","display_name":"Clean water and sanitation","score":0.46000000834465027},{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320320722","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71"},{"id":"https://openalex.org/F4320321026","display_name":"Ministry of Earth Sciences","ror":"https://ror.org/013cf5k59"},{"id":"https://openalex.org/F4320324131","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213"},{"id":"https://openalex.org/F4320334900","display_name":"Japan Aerospace Exploration Agency","ror":"https://ror.org/059yhyy33"},{"id":"https://openalex.org/F4320336985","display_name":"National Centre for Polar and Ocean Research, Ministry of Earth Sciences","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4318055140.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1984138135","https://openalex.org/W1998083917","https://openalex.org/W2002908628","https://openalex.org/W2005348293","https://openalex.org/W2006305568","https://openalex.org/W2025305089","https://openalex.org/W2030659262","https://openalex.org/W2048568378","https://openalex.org/W2049877074","https://openalex.org/W2057792320","https://openalex.org/W2059266940","https://openalex.org/W2064616890","https://openalex.org/W2070817134","https://openalex.org/W2071776755","https://openalex.org/W2079641974","https://openalex.org/W2097498299","https://openalex.org/W2103218141","https://openalex.org/W2107437432","https://openalex.org/W2123408116","https://openalex.org/W2127170577","https://openalex.org/W2127401844","https://openalex.org/W2137807472","https://openalex.org/W2146655557","https://openalex.org/W2147241431","https://openalex.org/W2150708430","https://openalex.org/W2154272608","https://openalex.org/W2157005989","https://openalex.org/W2161071907","https://openalex.org/W2162604832","https://openalex.org/W2171675471","https://openalex.org/W2175403719","https://openalex.org/W2179277519","https://openalex.org/W2599868771","https://openalex.org/W2763699948","https://openalex.org/W2766084997","https://openalex.org/W2766439895","https://openalex.org/W2793017234","https://openalex.org/W2808970070","https://openalex.org/W2946449469","https://openalex.org/W2996035924","https://openalex.org/W3023996748","https://openalex.org/W3134266406","https://openalex.org/W3136470333","https://openalex.org/W3154023504","https://openalex.org/W3185920302","https://openalex.org/W3191051275","https://openalex.org/W4220979409","https://openalex.org/W6657837290","https://openalex.org/W6664861806","https://openalex.org/W6749480482","https://openalex.org/W6799689339","https://openalex.org/W6911051151","https://openalex.org/W6967677753"],"related_works":["https://openalex.org/W2122210451","https://openalex.org/W2267584387","https://openalex.org/W2040875649","https://openalex.org/W2006637952","https://openalex.org/W4223487889","https://openalex.org/W3005949653","https://openalex.org/W2889336361","https://openalex.org/W2286053487","https://openalex.org/W2351017362","https://openalex.org/W2041707727"],"abstract_inverted_index":{"Regional":[0],"quantification":[1],"of":[2,13,21,79,130,206,215,283],"energy":[3],"and":[4,15,62,103,142,159,168,268,287,297,313],"water":[5],"balance":[6],"fluxes":[7],"depends":[8,24],"inevitably":[9],"on":[10,25],"the":[11,26,40,77,87,131,163,173,185,188,204,212,216,223,227,243,252,263,278,281,302,321,333,343,355,364],"estimation":[12,78],"surface":[14,81,124,310,356],"rootzone":[16,64],"soil":[17,22,27,65,82,91,117,125,134,177,217,229,245,253,289,311,357],"moisture.":[18,92,254],"The":[19,69,93,157,197,255,315,336,360],"simulation":[20],"moisture":[23,66,83,118,126,135,178,230,246,290,312,358],"retention":[28],"characteristics,":[29],"which":[30,54,319],"are":[31,339],"difficult":[32],"to":[33,47,58,121,182,202,211,239,294,307,341,350,368,372],"estimate":[34,48,184],"at":[35,139,147,193,332],"a":[36,44,328],"regional":[37],"scale.":[38],"Thus,":[39],"present":[41],"study":[42,70],"proposes":[43],"new":[45],"method":[46],"high-resolution":[49,60],"Soil":[50],"Hydraulic":[51],"Parameters":[52],"(SHPs)":[53],"in":[55,250],"turn":[56],"help":[57],"provide":[59],"(spatial":[61],"temporal)":[63],"(RZSM)":[67],"products.":[68],"is":[71,136,180,320],"divided":[72],"into":[73],"three":[74],"phases\u2014(I)":[75],"involves":[76],"finer":[80],"(1":[84],"km)":[85],"from":[86,119,242,346,370],"coarse":[88],"resolution":[89],"satellite":[90],"algorithm":[94],"utilizes":[95],"MODIS":[96],"1":[97,104,122,194,323],"km":[98,105,114,123,195,324],"Land":[99],"Surface":[100],"Temperature":[101],"(LST)":[102],"Normalized":[106],"difference":[107],"vegetation":[108],"Index":[109],"(NDVI)":[110],"for":[111,155,162,187,262,277,354,363],"downscaling":[112],"25":[113],"C-band":[115],"derived":[116,303],"AMSR-2":[120,288],"product.":[127],"At":[128],"one":[129],"test":[132,149,334],"sites,":[133],"continuously":[137],"monitored":[138],"5,":[140],"20,":[141],"50":[143],"cm":[144],"depth,":[145],"while":[146],"44":[148],"sites":[150],"data":[151,247],"were":[152,200,292,305],"collected":[153],"randomly":[154],"validation.":[156],"temporal":[158],"spatial":[160],"correlation":[161,331],"downscaled":[164,176,228],"product":[165,179,325],"was":[166,220,266,272,366],"70%":[167],"83%,":[169],"respectively.":[170,270,299],"(II)":[171],"In":[172],"second":[174],"phase,":[175],"utilized":[181],"inversely":[183],"SHPs":[186,208,224,240,285,304,338],"van":[189],"Genuchten":[190],"model":[191],"(1980)":[192],"resolution.":[196],"numerical":[198],"experiments":[199],"conducted":[201],"understand":[203],"impact":[205],"homogeneous":[207],"as":[209,237],"compared":[210,238],"three-layered":[213],"parameterization":[214],"profile.":[218],"It":[219,271],"seen":[221,340],"that":[222,275],"estimated":[225,241,337],"using":[226],"(I-d":[231,352],"experiment)":[232,249,349,353],"performed":[233],"with":[234,280],"similar":[235],"efficiency":[236],"in-situ":[244],"(I-b":[248],"simulating":[251],"normalized":[256],"root":[257],"mean":[258,344,361],"square":[259],"error":[260],"(nRMSE)":[261],"two":[264],"treatments":[265],"0.37":[267],"0.34,":[269],"also":[273,326],"noted":[274],"nRMSE":[276,362],"treatment":[279],"utilization":[282],"default":[284],"(I-a)":[286],"(I-c)":[291],"found":[293,367],"be":[295],"0.50":[296,351,371],"0.43,":[298],"(III)":[300],"Finally,":[301],"used":[306],"simulate":[308],"both":[309],"RZSM.":[314],"final":[316],"product,":[317],"RZSM":[318],"daily":[322],"showed":[327],"nearly":[329],"80%":[330],"site.":[335],"improve":[342,369],"NSE":[345],"0.10":[347],"(I-a":[348],"simulation.":[359],"same":[365],"0.31.":[373]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
