{"id":"https://openalex.org/W3197017697","doi":"https://doi.org/10.3390/rs13173480","title":"Application of Sentinel-1B Polarimetric Observations to Soil Moisture Retrieval Using Neural Networks: Case Study for Bare Siberian Chernozem Soil","display_name":"Application of Sentinel-1B Polarimetric Observations to Soil Moisture Retrieval Using Neural Networks: Case Study for Bare Siberian Chernozem Soil","publication_year":2021,"publication_date":"2021-09-02","ids":{"openalex":"https://openalex.org/W3197017697","doi":"https://doi.org/10.3390/rs13173480","mag":"3197017697"},"language":"en","primary_location":{"id":"doi:10.3390/rs13173480","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13173480","pdf_url":"https://www.mdpi.com/2072-4292/13/17/3480/pdf?version=1630576172","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/2072-4292/13/17/3480/pdf?version=1630576172","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085004558","display_name":"Konstantin Muzalevskiy","orcid":"https://orcid.org/0000-0003-2624-7223"},"institutions":[{"id":"https://openalex.org/I4210088310","display_name":"Krasnoyarsk Scientific Center","ror":"https://ror.org/007ebp326","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210088310","https://openalex.org/I4210127387"]},{"id":"https://openalex.org/I4210120086","display_name":"Institute of Physics","ror":"https://ror.org/029bjdf19","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210096333","https://openalex.org/I4210120086"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Konstantin Muzalevskiy","raw_affiliation_strings":["Laboratory of Radiophysics of the Earth Remote Sensing, Kirensky Institute of Physics Federal Research Center KSC Siberian Branch Russian Academy of Sciences, Krasnoyarsk 630090, Russia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Radiophysics of the Earth Remote Sensing, Kirensky Institute of Physics Federal Research Center KSC Siberian Branch Russian Academy of Sciences, Krasnoyarsk 630090, Russia","institution_ids":["https://openalex.org/I4210088310","https://openalex.org/I4210120086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107889660","display_name":"Anatoly Zeyliger","orcid":null},"institutions":[{"id":"https://openalex.org/I11954620","display_name":"Russian State Agrarian University - Moscow Timiryazev Agricultural Academy","ror":"https://ror.org/0485fyg31","country_code":"RU","type":"education","lineage":["https://openalex.org/I11954620"]},{"id":"https://openalex.org/I3019350493","display_name":"Moscow State Agroengineering University named after V.P. Goryachkin","ror":"https://ror.org/02b4gv182","country_code":"RU","type":"education","lineage":["https://openalex.org/I3019350493"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anatoly Zeyliger","raw_affiliation_strings":["Department of Applied Informatics, Russian State Agrarian University\u2014Moscow Timiryazev Agricultural Academy, Moscow 127550, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, Russian State Agrarian University\u2014Moscow Timiryazev Agricultural Academy, Moscow 127550, Russia","institution_ids":["https://openalex.org/I11954620","https://openalex.org/I3019350493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085004558"],"corresponding_institution_ids":["https://openalex.org/I4210088310","https://openalex.org/I4210120086"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.4559,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.59266095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":"17","first_page":"3480","last_page":"3480"},"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/T11333","display_name":"Climate change and permafrost","score":0.995199978351593,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6794265508651733},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6369181275367737},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5686604976654053},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5057082176208496},{"id":"https://openalex.org/keywords/hydrometeorology","display_name":"Hydrometeorology","score":0.4822176694869995},{"id":"https://openalex.org/keywords/chernozem","display_name":"Chernozem","score":0.4535754919052124},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4527856707572937},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.319283664226532},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2496742606163025},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2295772135257721},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08705750107765198}],"concepts":[{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6794265508651733},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6369181275367737},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5686604976654053},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5057082176208496},{"id":"https://openalex.org/C100725284","wikidata":"https://www.wikidata.org/wiki/Q1045317","display_name":"Hydrometeorology","level":3,"score":0.4822176694869995},{"id":"https://openalex.org/C2778589381","wikidata":"https://www.wikidata.org/wiki/Q193158","display_name":"Chernozem","level":3,"score":0.4535754919052124},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4527856707572937},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.319283664226532},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2496742606163025},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2295772135257721},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08705750107765198},{"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/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13173480","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13173480","pdf_url":"https://www.mdpi.com/2072-4292/13/17/3480/pdf?version=1630576172","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:3cc68781d6de44b4a0d236c1da2028c5","is_oa":true,"landing_page_url":"https://doaj.org/article/3cc68781d6de44b4a0d236c1da2028c5","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 13, Iss 17, p 3480 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/17/3480/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13173480","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/rs13173480","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13173480","pdf_url":"https://www.mdpi.com/2072-4292/13/17/3480/pdf?version=1630576172","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":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G3292098473","display_name":null,"funder_award_id":"0287-2021-0034","funder_id":"https://openalex.org/F4320321770","funder_display_name":"Siberian Branch, Russian Academy of Sciences"},{"id":"https://openalex.org/G6755410422","display_name":null,"funder_award_id":"19-29-05261 mk","funder_id":"https://openalex.org/F4320321079","funder_display_name":"Russian Foundation for Basic Research"}],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"},{"id":"https://openalex.org/F4320321770","display_name":"Siberian Branch, Russian Academy of Sciences","ror":"https://ror.org/02frkq021"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3197017697.pdf","grobid_xml":"https://content.openalex.org/works/W3197017697.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1968389545","https://openalex.org/W1981243624","https://openalex.org/W2008581100","https://openalex.org/W2053779343","https://openalex.org/W2058232479","https://openalex.org/W2090664287","https://openalex.org/W2093919938","https://openalex.org/W2138149909","https://openalex.org/W2146675811","https://openalex.org/W2576649140","https://openalex.org/W2758570905","https://openalex.org/W2773793494","https://openalex.org/W2911090115","https://openalex.org/W2951665943","https://openalex.org/W2964264497","https://openalex.org/W3000373059","https://openalex.org/W3035012985","https://openalex.org/W3090886373"],"related_works":["https://openalex.org/W2108512031","https://openalex.org/W2063755384","https://openalex.org/W2048409327","https://openalex.org/W2153306223","https://openalex.org/W2997015357","https://openalex.org/W2390117385","https://openalex.org/W2123825282","https://openalex.org/W1977273908","https://openalex.org/W2079990215","https://openalex.org/W2897030841"],"abstract_inverted_index":{"Sentinel-1":[0,37],"is":[1,152],"currently":[2],"the":[3,11,43,80,98,106,113,121,126,138,161,172,175,181,184,190,195,199,204,218,229,236,252],"only":[4,55],"synthetic-aperture":[5],"radar,":[6],"which":[7],"radar":[8],"measurements":[9],"of":[10,19,45,51,82,140,232,251,264,270],"earth\u2019s":[12],"surface":[13,128,274],"to":[14,26,34,159,210,223],"be":[15],"carried":[16],"out,":[17],"regardless":[18],"weather":[20],"conditions,":[21],"with":[22,102,144,235],"high":[23,30],"resolution":[24],"up":[25],"5\u201340":[27],"m":[28,234],"and":[29,58,125,167,178,239,246,276],"periodicity":[31],"from":[32,189,207],"several":[33],"12":[35],"days.":[36],"creates":[38],"a":[39,65,95,134,155,259,267],"technological":[40],"platform":[41],"for":[42,56,69,136],"development":[44],"new":[46],"globally":[47],"remote":[48,85],"sensing":[49,86],"algorithms":[50],"soil":[52,83,104,127,141,185,191,225,273],"moisture,":[53],"not":[54,242],"hydrological":[57],"climatic":[59],"model":[60],"applications,":[61],"but":[62],"also":[63],"on":[64,174,180,258],"single":[66],"field":[67,101,205],"scale":[68],"individual":[70],"farms":[71],"in":[72,193,228,272],"precision":[73],"farming":[74],"systems":[75],"used.":[76],"In":[77],"this":[78],"paper,":[79],"potential":[81],"moisture":[84,142,186,226],"using":[87,198,262],"polarimetric":[88],"Sentinel-1B":[89,173],"backscattering":[90,168],"observations":[91],"was":[92,116,187,215],"studied.":[93],"As":[94],"test":[96],"site,":[97],"fallow":[99],"agricultural":[100],"bare":[103],"near":[105],"Minino":[107],"village":[108],"(56.0865\u00b0N,":[109],"92.6772\u00b0E),":[110],"Krasnoyarsk":[111],"region,":[112],"Russian":[114],"Federation,":[115],"chosen.":[117],"The":[118,249],"relationship":[119,162],"between":[120,163],"cross-polarized":[122],"ratio,":[123],"reflectivity,":[124],"roughness":[129],"established":[130],"Oh":[131],"used":[132,153],"as":[133,154],"basis":[135],"developing":[137],"algorithm":[139],"retrieval":[143],"neural":[145],"networks":[146],"(NNs)":[147],"computational":[148],"model.":[149,202],"Two":[150],"NNs":[151],"universal":[156],"regression":[157],"technique":[158],"establish":[160],"scattering":[164],"anisotropy,":[165],"entropy":[166],"coefficients":[169],"measured":[170],"by":[171],"one":[176],"hand":[177],"reflectivity":[179,192],"other.":[182],"Finally,":[183],"found":[188],"solving":[194],"inverse":[196],"problem":[197],"Mironov":[200],"dielectric":[201],"During":[203],"campaign":[206],"21":[208],"May":[209],"25":[211],"August":[212],"2020,":[213],"it":[214],"shown":[216],"that":[217],"proposed":[219,253],"approach":[220,254],"allows":[221],"us":[222],"predict":[224],"values":[227],"layer":[230],"thickness":[231],"0.00\u20130.05":[233],"root-mean-square":[237],"error":[238],"determination":[240],"coefficient":[241],"worse":[243],"than":[244],"3%":[245],"0.726,":[247],"respectively.":[248],"validity":[250],"needs":[255],"additional":[256],"verification":[257],"wider":[260],"dataset":[261],"soils":[263],"different":[265],"textures,":[266],"wide":[268],"range":[269],"variations":[271],"roughness,":[275],"moisture.":[277]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
