{"id":"https://openalex.org/W3187993392","doi":"https://doi.org/10.3390/rs13163141","title":"Estimation of Soil Organic Carbon Contents in Croplands of Bavaria from SCMaP Soil Reflectance Composites","display_name":"Estimation of Soil Organic Carbon Contents in Croplands of Bavaria from SCMaP Soil Reflectance Composites","publication_year":2021,"publication_date":"2021-08-08","ids":{"openalex":"https://openalex.org/W3187993392","doi":"https://doi.org/10.3390/rs13163141","mag":"3187993392"},"language":"en","primary_location":{"id":"doi:10.3390/rs13163141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163141","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3141/pdf?version=1628420721","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/2072-4292/13/16/3141/pdf?version=1628420721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069251347","display_name":"Simone Zepp","orcid":"https://orcid.org/0000-0002-7178-0476"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Simone Zepp","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Muenchener Str. 20, 82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Muenchener Str. 20, 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025016784","display_name":"Uta Heiden","orcid":"https://orcid.org/0000-0002-3865-1912"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uta Heiden","raw_affiliation_strings":["German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Muenchener Str. 20, 82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Muenchener Str. 20, 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048789187","display_name":"Martin Bachmann","orcid":"https://orcid.org/0000-0001-8381-7662"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Bachmann","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Muenchener Str. 20, 82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Muenchener Str. 20, 82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059745654","display_name":"Martin Wiesmeier","orcid":"https://orcid.org/0000-0003-3981-5461"},"institutions":[{"id":"https://openalex.org/I4210104858","display_name":"Bavarian State Research Center for Agriculture","ror":"https://ror.org/01grm4y17","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210104858","https://openalex.org/I4210115557"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Wiesmeier","raw_affiliation_strings":["Bavarian State Research Center for Agriculture, Institute for Organic Farming, Soil and Resource Management, Lange Point 6, 85354 Freising, Germany"],"affiliations":[{"raw_affiliation_string":"Bavarian State Research Center for Agriculture, Institute for Organic Farming, Soil and Resource Management, Lange Point 6, 85354 Freising, Germany","institution_ids":["https://openalex.org/I4210104858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087863012","display_name":"Michael Steininger","orcid":"https://orcid.org/0000-0002-3102-481X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Steininger","raw_affiliation_strings":["Mitteldeutsches Institut f\u00fcr Angewandte Standortkunde und Bodenschutz (MISB), 06114 Halle, Germany"],"affiliations":[{"raw_affiliation_string":"Mitteldeutsches Institut f\u00fcr Angewandte Standortkunde und Bodenschutz (MISB), 06114 Halle, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074473373","display_name":"Bas van Wesemael","orcid":"https://orcid.org/0000-0003-4007-0241"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bas van Wesemael","raw_affiliation_strings":["Georges Lema\u00eetre Centre for Earth and Climate Research, Earth and Life Institute, Universit\u00e9 Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"Georges Lema\u00eetre Centre for Earth and Climate Research, Earth and Life Institute, Universit\u00e9 Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069251347"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.9215,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.94363818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"13","issue":"16","first_page":"3141","last_page":"3141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9993000030517578,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9993000030517578,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.774166464805603},{"id":"https://openalex.org/keywords/compositing","display_name":"Compositing","score":0.6982542872428894},{"id":"https://openalex.org/keywords/soil-carbon","display_name":"Soil carbon","score":0.6924338340759277},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6177892088890076},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.5607544779777527},{"id":"https://openalex.org/keywords/digital-soil-mapping","display_name":"Digital soil mapping","score":0.5589964389801025},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5509235262870789},{"id":"https://openalex.org/keywords/soil-map","display_name":"Soil map","score":0.5490199327468872},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5161155462265015},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.47539862990379333},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1755855679512024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12729674577713013}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.774166464805603},{"id":"https://openalex.org/C129315195","wikidata":"https://www.wikidata.org/wiki/Q1121886","display_name":"Compositing","level":3,"score":0.6982542872428894},{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.6924338340759277},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6177892088890076},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.5607544779777527},{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.5589964389801025},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5509235262870789},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.5490199327468872},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5161155462265015},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.47539862990379333},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1755855679512024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12729674577713013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs13163141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163141","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3141/pdf?version=1628420721","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:elib.dlr.de:143461","is_oa":false,"landing_page_url":"https://doi.org/10.3390/rs13163141>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:dial.uclouvain.be:boreal:258140","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/258140","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"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, Vol. 13, no.16, p. 3141 (2021)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:17beb220ef664734ac707ce27b0cd0bd","is_oa":true,"landing_page_url":"https://doaj.org/article/17beb220ef664734ac707ce27b0cd0bd","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 16, p 3141 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/16/3141/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13163141","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 13; Issue 16; Pages: 3141","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13163141","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163141","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3141/pdf?version=1628420721","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":"Zero hunger","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3187993392.pdf","grobid_xml":"https://content.openalex.org/works/W3187993392.grobid-xml"},"referenced_works_count":99,"referenced_works":["https://openalex.org/W119626103","https://openalex.org/W127347482","https://openalex.org/W1413645801","https://openalex.org/W1526791177","https://openalex.org/W1792920273","https://openalex.org/W1964217023","https://openalex.org/W1969543759","https://openalex.org/W1973111333","https://openalex.org/W1975246731","https://openalex.org/W1984100396","https://openalex.org/W1987368534","https://openalex.org/W1993072786","https://openalex.org/W1998028717","https://openalex.org/W2000613913","https://openalex.org/W2006348173","https://openalex.org/W2012686349","https://openalex.org/W2013667074","https://openalex.org/W2025745000","https://openalex.org/W2028240797","https://openalex.org/W2028523972","https://openalex.org/W2039908035","https://openalex.org/W2043359577","https://openalex.org/W2049897089","https://openalex.org/W2051574590","https://openalex.org/W2063623478","https://openalex.org/W2073503722","https://openalex.org/W2081403294","https://openalex.org/W2084366347","https://openalex.org/W2089441588","https://openalex.org/W2090491989","https://openalex.org/W2093455896","https://openalex.org/W2095968284","https://openalex.org/W2098722265","https://openalex.org/W2101234009","https://openalex.org/W2106584184","https://openalex.org/W2113410727","https://openalex.org/W2113953899","https://openalex.org/W2115818260","https://openalex.org/W2118463259","https://openalex.org/W2126699720","https://openalex.org/W2136256197","https://openalex.org/W2137999134","https://openalex.org/W2155152860","https://openalex.org/W2172601898","https://openalex.org/W2174069807","https://openalex.org/W2188083314","https://openalex.org/W2274117189","https://openalex.org/W2295900589","https://openalex.org/W2313339984","https://openalex.org/W2319299140","https://openalex.org/W2322799392","https://openalex.org/W2485393522","https://openalex.org/W2519151797","https://openalex.org/W2556156368","https://openalex.org/W2588003345","https://openalex.org/W2768533279","https://openalex.org/W2768913388","https://openalex.org/W2774152043","https://openalex.org/W2790329997","https://openalex.org/W2793604277","https://openalex.org/W2799759245","https://openalex.org/W2810634124","https://openalex.org/W2883893555","https://openalex.org/W2893324711","https://openalex.org/W2900217217","https://openalex.org/W2905192710","https://openalex.org/W2910053993","https://openalex.org/W2911964244","https://openalex.org/W2912851480","https://openalex.org/W2914172167","https://openalex.org/W2920930972","https://openalex.org/W2924482122","https://openalex.org/W2924579710","https://openalex.org/W2957520121","https://openalex.org/W2962274534","https://openalex.org/W2969800562","https://openalex.org/W2971829991","https://openalex.org/W2972409120","https://openalex.org/W2972853490","https://openalex.org/W2995545753","https://openalex.org/W3006886688","https://openalex.org/W3008900036","https://openalex.org/W3012278037","https://openalex.org/W3016381123","https://openalex.org/W3018432709","https://openalex.org/W3041305243","https://openalex.org/W3045287773","https://openalex.org/W3085538245","https://openalex.org/W3112784233","https://openalex.org/W3127166311","https://openalex.org/W3159808214","https://openalex.org/W3177907148","https://openalex.org/W6605194701","https://openalex.org/W6643517095","https://openalex.org/W6675354045","https://openalex.org/W6765692331","https://openalex.org/W6774399903","https://openalex.org/W6780532196","https://openalex.org/W7011749281"],"related_works":["https://openalex.org/W2549937139","https://openalex.org/W1975337890","https://openalex.org/W2247452052","https://openalex.org/W2095317746","https://openalex.org/W2083739595","https://openalex.org/W3134906919","https://openalex.org/W2953150186","https://openalex.org/W4239629919","https://openalex.org/W2287944311","https://openalex.org/W4295969959"],"abstract_inverted_index":{"For":[0],"food":[1],"security":[2],"issues":[3],"or":[4,60,69],"global":[5],"climate":[6],"change,":[7],"there":[8],"is":[9,55,187,193,321],"a":[10,32,40,92,119,137,181,216,307,322,336],"growing":[11],"need":[12],"for":[13,44,230],"large-scale":[14],"knowledge":[15],"of":[16,49,66,72,78,158,184,212,223,233,310],"soil":[17,67,74,97,102,112,176,197,244],"organic":[18],"carbon":[19],"(SOC)":[20],"contents":[21,30,131,208,272,305],"in":[22,209,242,273],"agricultural":[23],"soils.":[24],"To":[25],"capture":[26],"and":[27,89,114,117,156,258,302],"quantify":[28],"SOC":[29,130,166,207,250,271,304,312,329],"at":[31],"field":[33],"scale,":[34],"Earth":[35],"Observation":[36],"(EO)":[37],"can":[38,125],"be":[39,126],"valuable":[41],"data":[42,54,93,122,198],"source":[43,123],"area-wide":[45],"mapping.":[46],"The":[47,95,189,297,318],"extraction":[48],"exposed":[50,87,101],"soils":[51,88],"from":[52,110],"EO":[53,228,243],"challenging":[56],"due":[57],"to":[58,85,90,128,150,164,204,219,246,268,325],"temporal":[59],"permanent":[61],"vegetation":[62],"cover,":[63],"the":[64,70,73,144,151,173,206,221,231,248,255,260,265,270,290,300,314,327],"influence":[65],"moisture":[68,113],"condition":[71],"surface.":[75],"Compositing":[76],"techniques":[77],"multitemporal":[79],"satellite":[80],"images":[81,159],"provide":[82,118],"an":[83,294],"alternative":[84],"retrieve":[86],"produce":[91],"source.":[94],"repeatable":[96],"composites,":[98],"containing":[99],"averaged":[100],"areas":[103,135],"over":[104,132,331],"several":[105],"years,":[106],"are":[107],"relatively":[108],"independent":[109,295],"seasonal":[111],"surface":[115],"conditions":[116],"new":[120],"EO-based":[121],"that":[124],"used":[127,241],"estimate":[129,205],"large":[133,332],"geographical":[134,333],"with":[136,180,195,227,293,335],"high":[138,337],"spatial":[139,182,328,338],"resolution.":[140],"Here,":[141],"we":[142],"applied":[143,236],"Soil":[145],"Composite":[146],"Mapping":[147],"Processor":[148],"(SCMaP)":[149],"Landsat":[152],"archive":[153],"between":[154,299],"1984":[155],"2014":[157],"covering":[160],"Bavaria,":[161],"Germany.":[162],"Compared":[163],"existing":[165],"modeling":[167,238],"approaches":[168],"based":[169],"on":[170,254],"single":[171],"scenes,":[172],"30-year":[174],"SCMaP":[175,319],"reflectance":[177],"composite":[178],"(SRC)":[179],"resolution":[183,339],"30":[185],"m":[186],"used.":[188],"SRC":[190,320],"spectral":[191],"information":[192,226],"correlated":[194],"point":[196,225],"using":[199,313],"different":[200,237],"machine":[201],"learning":[202],"algorithms":[203],"cropland":[210],"topsoils":[211],"Bavaria.":[213],"We":[214,235,287],"developed":[215],"pre-processing":[217],"technique":[218],"address":[220],"issue":[222],"combining":[224],"pixels":[229],"purpose":[232],"modeling.":[234],"methods":[239],"often":[240],"studies":[245],"choose":[247],"best":[249,266,315],"prediction":[251],"model.":[252,317],"Based":[253],"model":[256,291],"accuracies":[257],"performances,":[259],"Random":[261],"Forest":[262],"(RF)":[263],"showed":[264,306],"capabilities":[267],"predict":[269,326],"Bavaria":[274],"(R\u00b2":[275],"=":[276,279,282,285],"0.67,":[277],"RMSE":[278],"1.24%,":[280],"RPD":[281],"1.77,":[283],"CCC":[284],"0.78).":[286],"further":[288],"validated":[289],"results":[292],"dataset.":[296],"comparison":[298],"measured":[301],"predicted":[303],"mean":[308],"difference":[309],"0.11%":[311],"RF":[316],"promising":[323],"approach":[324],"distribution":[330],"extents":[334],"(30":[340],"m).":[341]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
