{"id":"https://openalex.org/W3156451370","doi":"https://doi.org/10.3390/rs13081463","title":"Towards Including Dynamic Vegetation Parameters in the EUMETSAT H SAF ASCAT Soil Moisture Products","display_name":"Towards Including Dynamic Vegetation Parameters in the EUMETSAT H SAF ASCAT Soil Moisture Products","publication_year":2021,"publication_date":"2021-04-10","ids":{"openalex":"https://openalex.org/W3156451370","doi":"https://doi.org/10.3390/rs13081463","mag":"3156451370"},"language":"en","primary_location":{"id":"doi:10.3390/rs13081463","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081463","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1463/pdf","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/2072-4292/13/8/1463/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025952095","display_name":"Susan Steele\u2010Dunne","orcid":"https://orcid.org/0000-0002-8644-3077"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Susan C. Steele-Dunne","raw_affiliation_strings":["Department of Geoscience and Remote Sensing, Delft University of Technology, 2600 GA Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Geoscience and Remote Sensing, Delft University of Technology, 2600 GA Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058706932","display_name":"Sebastian Hahn","orcid":"https://orcid.org/0000-0002-4855-6273"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sebastian Hahn","raw_affiliation_strings":["Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066754586","display_name":"Wolfgang Wagner","orcid":"https://orcid.org/0000-0001-7704-6857"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Wolfgang Wagner","raw_affiliation_strings":["Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061832135","display_name":"Mari\u00ebtte Vreugdenhil","orcid":"https://orcid.org/0000-0003-4913-0255"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Mariette Vreugdenhil","raw_affiliation_strings":["Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Geodesy and Geoinformation, Vienna University of Technology (TU Wien), 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025952095"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0057,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.71860864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":"8","first_page":"1463","last_page":"1463"},"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":0.9984999895095825,"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/T10644","display_name":"Cryospheric studies and observations","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scatterometer","display_name":"Scatterometer","score":0.777466893196106},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7469697594642639},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6256672739982605},{"id":"https://openalex.org/keywords/backscatter","display_name":"Backscatter (email)","score":0.5050113797187805},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4820336103439331},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4666438400745392},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3936476707458496},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.37363606691360474},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.26770684123039246},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22297731041908264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13782930374145508},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13545101881027222},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13496819138526917},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.0990455150604248},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08463576436042786}],"concepts":[{"id":"https://openalex.org/C2776212561","wikidata":"https://www.wikidata.org/wiki/Q905295","display_name":"Scatterometer","level":3,"score":0.777466893196106},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7469697594642639},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6256672739982605},{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.5050113797187805},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4820336103439331},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4666438400745392},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3936476707458496},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.37363606691360474},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.26770684123039246},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22297731041908264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13782930374145508},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13545101881027222},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13496819138526917},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.0990455150604248},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08463576436042786},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13081463","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081463","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1463/pdf","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:tud:oai:tudelft.nl:uuid:f40fbf4d-540b-443c-ade6-0f9f18dc6350","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:f40fbf4d-540b-443c-ade6-0f9f18dc6350","pdf_url":"http://resolver.tudelft.nl/uuid:f40fbf4d-540b-443c-ade6-0f9f18dc6350","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 13(8)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:57228b8d29934644b97532d96aad04a1","is_oa":true,"landing_page_url":"https://doaj.org/article/57228b8d29934644b97532d96aad04a1","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 8, p 1463 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/8/1463/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13081463","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/rs13081463","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081463","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1463/pdf","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G4258082420","display_name":null,"funder_award_id":"H SAF","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"},{"id":"https://openalex.org/G8148987318","display_name":null,"funder_award_id":"Visiting Scientist Activity435H SAF CDOP3 H AVS18 02","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"}],"funders":[{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3156451370.pdf","grobid_xml":"https://content.openalex.org/works/W3156451370.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1995598225","https://openalex.org/W2003707405","https://openalex.org/W2039348932","https://openalex.org/W2063422594","https://openalex.org/W2115765883","https://openalex.org/W2123744475","https://openalex.org/W2132549823","https://openalex.org/W2141219203","https://openalex.org/W2147241431","https://openalex.org/W2156932922","https://openalex.org/W2164696541","https://openalex.org/W2167731682","https://openalex.org/W2343263790","https://openalex.org/W2559654386","https://openalex.org/W2569461747","https://openalex.org/W2577118724","https://openalex.org/W2587709124","https://openalex.org/W2606762649","https://openalex.org/W2619561561","https://openalex.org/W2621010106","https://openalex.org/W2915994991","https://openalex.org/W2989969664","https://openalex.org/W3080084484","https://openalex.org/W3107698083","https://openalex.org/W3114969053"],"related_works":["https://openalex.org/W1589762804","https://openalex.org/W2070850297","https://openalex.org/W2146056128","https://openalex.org/W2113437624","https://openalex.org/W3130749594","https://openalex.org/W2165125445","https://openalex.org/W1885452192","https://openalex.org/W2054436446","https://openalex.org/W2097740081","https://openalex.org/W4254698188"],"abstract_inverted_index":{"The":[0,47,228],"TU":[1],"Wien":[2],"Soil":[3],"Moisture":[4],"Retrieval":[5],"(TUW":[6],"SMR)":[7],"approach":[8,182],"is":[9,53,255],"used":[10,65,104,126,214],"to":[11,39,66,70,88,95,175,200,215,230,261],"produce":[12],"several":[13],"operational":[14,181],"soil":[15,161,166,203],"moisture":[16,162,167],"products":[17],"from":[18,206],"the":[19,24,32,60,71,90,105,116,134,145,152,156,171,179,190,207,217,231,242,246,268,273,278,285],"Advanced":[20],"Scatterometer":[21],"(ASCAT)":[22],"on":[23,37,160,170,226],"Metop":[25],"series":[26],"of":[27,31,51,62,75,154,189,219,272],"satellites":[28],"as":[29],"part":[30],"EUMETSAT":[33],"Satellite":[34],"Application":[35],"Facility":[36],"Support":[38],"Operational":[40],"Hydrology":[41],"and":[42,77,129,196,222],"Water":[43],"Management":[44],"(H":[45],"SAF).":[46],"incidence":[48,73],"angle":[49,74],"dependence":[50],"backscatter":[52,135],"described":[54],"by":[55,183],"a":[56,83,127,262,265],"second-order":[57],"Taylor":[58],"polynomial,":[59],"coefficients":[61,91],"which":[63],"are":[64],"normalize":[67],"ASCAT":[68],"observations":[69],"reference":[72],"40\u2218":[76],"for":[78,97,108,115,133,143,290],"correcting":[79],"vegetation":[80,146,158,173,243,259,287],"effects.":[81],"Recently,":[82],"kernel":[84,106,232,247,279,292],"smoother":[85,107,233,248,280],"was":[86,235],"developed":[87],"estimate":[89],"dynamically,":[92],"in":[93,187,201,258,267,284],"order":[94],"account":[96],"interannual":[98,256],"variability.":[99],"In":[100,148],"this":[101],"study,":[102],"we":[103,113,125,138,150],"estimating":[109,241],"these":[110],"coefficients,":[111],"where":[112],"distinguished":[114],"first":[117],"time":[118],"between":[119],"their":[120,185],"two":[121],"uses,":[122],"meaning":[123],"that":[124,240],"short":[128],"fixed":[130],"window":[131,141],"width":[132],"normalisation":[136],"while":[137],"tested":[139],"different":[140],"widths":[142],"optimizing":[144],"correction.":[147],"particular,":[149],"investigated":[151],"impact":[153],"using":[155,178,277],"dynamic":[157,172,286],"parameters":[159,174,244],"retrieval.":[163],"We":[164],"compared":[165],"retrievals":[168],"based":[169],"those":[176],"estimated":[177],"current":[180],"examining":[184],"agreement,":[186],"terms":[188],"Pearson":[191],"correlation":[192],"coefficient,":[193],"unbiased":[194],"RMSE":[195],"bias":[197],"with":[198,245],"respect":[199],"situ":[202],"moisture.":[204],"Data":[205],"United":[208],"States":[209],"Climate":[210],"Research":[211],"Network":[212],"were":[213],"study":[216],"influence":[218],"climate":[220],"class":[221],"land":[223],"cover":[224],"type":[225],"performance.":[227],"sensitivity":[229],"half-width":[234],"also":[236],"investigated.":[237],"Results":[238],"show":[239],"can":[249],"yield":[250],"an":[251],"improvement":[252],"when":[253],"there":[254],"variability":[257,283],"due":[260],"trend":[263],"or":[264,270],"change":[266],"amplitude":[269],"timing":[271],"seasonal":[274],"cycle.":[275],"However,":[276],"introduces":[281],"high-frequency":[282],"parameters,":[288],"particularly":[289],"shorter":[291],"half-widths.":[293]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}