{"id":"https://openalex.org/W4393478232","doi":"https://doi.org/10.3390/s24072257","title":"Estimates of Crop Yield Anomalies for 2022 in Ukraine Based on Copernicus Sentinel-1, Sentinel-3 Satellite Data, and ERA-5 Agrometeorological Indicators","display_name":"Estimates of Crop Yield Anomalies for 2022 in Ukraine Based on Copernicus Sentinel-1, Sentinel-3 Satellite Data, and ERA-5 Agrometeorological Indicators","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4393478232","doi":"https://doi.org/10.3390/s24072257","pmid":"https://pubmed.ncbi.nlm.nih.gov/38610468"},"language":"en","primary_location":{"id":"doi:10.3390/s24072257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072257","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2257/pdf?version=1711984626","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/7/2257/pdf?version=1711984626","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042750441","display_name":"Ewa Panek","orcid":"https://orcid.org/0000-0001-5722-3887"},"institutions":[{"id":"https://openalex.org/I4210095092","display_name":"Institute of Geodesy and Cartography","ror":"https://ror.org/00ph65r66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210095092"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ewa Panek-Chwastyk","raw_affiliation_strings":["Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0001-5722-3887","affiliations":[{"raw_affiliation_string":"Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland","institution_ids":["https://openalex.org/I4210095092"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072405976","display_name":"Katarzyna D\u0105browska\u2010Zieli\u0144ska","orcid":"https://orcid.org/0000-0001-8928-1942"},"institutions":[{"id":"https://openalex.org/I4210095092","display_name":"Institute of Geodesy and Cartography","ror":"https://ror.org/00ph65r66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210095092"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna D\u0105browska-Zieli\u0144ska","raw_affiliation_strings":["Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland","institution_ids":["https://openalex.org/I4210095092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006409894","display_name":"Marcin Kluczek","orcid":"https://orcid.org/0000-0003-2133-0984"},"institutions":[{"id":"https://openalex.org/I4210095092","display_name":"Institute of Geodesy and Cartography","ror":"https://ror.org/00ph65r66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210095092"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Kluczek","raw_affiliation_strings":["Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0003-2133-0984","affiliations":[{"raw_affiliation_string":"Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland","institution_ids":["https://openalex.org/I4210095092"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027444816","display_name":"Anna Markowska","orcid":"https://orcid.org/0000-0001-8446-6171"},"institutions":[{"id":"https://openalex.org/I4210095092","display_name":"Institute of Geodesy and Cartography","ror":"https://ror.org/00ph65r66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210095092"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Markowska","raw_affiliation_strings":["Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0001-8446-6171","affiliations":[{"raw_affiliation_string":"Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland","institution_ids":["https://openalex.org/I4210095092"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044109178","display_name":"Edyta Wo\u017aniak","orcid":"https://orcid.org/0000-0002-7717-4848"},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Edyta Wo\u017aniak","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0002-7717-4848","affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029397013","display_name":"Maciej Bartold","orcid":"https://orcid.org/0000-0003-1058-0304"},"institutions":[{"id":"https://openalex.org/I4210095092","display_name":"Institute of Geodesy and Cartography","ror":"https://ror.org/00ph65r66","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210095092"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Bartold","raw_affiliation_strings":["Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0003-1058-0304","affiliations":[{"raw_affiliation_string":"Remote Sensing Centre, Institute of Geodesy and Cartography, 02-679 Warsaw, Poland","institution_ids":["https://openalex.org/I4210095092"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002818265","display_name":"Marek Ruci\u0144ski","orcid":"https://orcid.org/0009-0009-8944-6159"},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Ruci\u0144ski","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0009-0009-8944-6159","affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064404892","display_name":"Cezary Wojtkowski","orcid":null},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Cezary Wojtkowski","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006402065","display_name":"Sebastian Aleksandrowicz","orcid":"https://orcid.org/0000-0002-8634-436X"},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sebastian Aleksandrowicz","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":"https://orcid.org/0000-0002-8634-436X","affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057516282","display_name":"Ewa Gromny","orcid":null},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ewa Gromny","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003984666","display_name":"Stanis\u0142aw Lewi\u0144ski","orcid":"https://orcid.org/0000-0001-5391-3426"},"institutions":[{"id":"https://openalex.org/I122697084","display_name":"Centrum Bada\u0144 Kosmicznych","ror":"https://ror.org/03zm2br59","country_code":"PL","type":"facility","lineage":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Stanis\u0142aw Lewi\u0144ski","raw_affiliation_strings":["Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Research Centre, Polish Academy of Sciences, 00-716 Warsaw, Poland","institution_ids":["https://openalex.org/I122697084","https://openalex.org/I99542240"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010843926","display_name":"Artur \u0141\u0105czy\u0144ski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Artur \u0141\u0105czy\u0144ski","raw_affiliation_strings":["Statistics Poland, 00-925 Warsaw, Poland",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics Poland, 00-925 Warsaw, Poland","institution_ids":[]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094320143","display_name":"Svitlana Masiuk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Svitlana Masiuk","raw_affiliation_strings":["State Statistics Service of Ukraine, 01601 Kyiv, Ukraine",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Statistics Service of Ukraine, 01601 Kyiv, Ukraine","institution_ids":[]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094320144","display_name":"Olha Zhurbenko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olha Zhurbenko","raw_affiliation_strings":["State Statistics Service of Ukraine, 01601 Kyiv, Ukraine",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Statistics Service of Ukraine, 01601 Kyiv, Ukraine","institution_ids":[]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067522581","display_name":"Tetiana Trofimchuk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tetiana Trofimchuk","raw_affiliation_strings":["State Statistics Service of Ukraine, 01601 Kyiv, Ukraine",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Statistics Service of Ukraine, 01601 Kyiv, Ukraine","institution_ids":[]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016317503","display_name":"Anna Burzykowska","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165017","display_name":"European Space Research Institute","ror":"https://ror.org/05vt9rv16","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210165017"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Burzykowska","raw_affiliation_strings":["European Space Agency, 00044 Frascati, Italy",", of and , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Space Agency, 00044 Frascati, Italy","institution_ids":["https://openalex.org/I4210165017"]},{"raw_affiliation_string":", of and , ,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5042750441"],"corresponding_institution_ids":["https://openalex.org/I4210095092"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":6.1643,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96299494,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"7","first_page":"2257","last_page":"2257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9973999857902527,"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/T13102","display_name":"Soil and Environmental Studies","score":0.9872999787330627,"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"}},{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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":0.6802196502685547},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5583356618881226},{"id":"https://openalex.org/keywords/radiometer","display_name":"Radiometer","score":0.5434595942497253},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.5002379417419434},{"id":"https://openalex.org/keywords/crop-yield","display_name":"Crop yield","score":0.47399866580963135},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46121299266815186},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.45913439989089966},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4497418999671936},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.4389280080795288},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.42683807015419006},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.42292889952659607},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3358924984931946},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3254554271697998},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.19820627570152283},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19026166200637817},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.14317432045936584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11900991201400757},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11089488863945007},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10956007242202759},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.10925385355949402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10917624831199646}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6802196502685547},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5583356618881226},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.5434595942497253},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5002379417419434},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.47399866580963135},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46121299266815186},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.45913439989089966},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4497418999671936},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.4389280080795288},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.42683807015419006},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.42292889952659607},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3358924984931946},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3254554271697998},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.19820627570152283},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19026166200637817},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.14317432045936584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11900991201400757},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11089488863945007},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10956007242202759},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.10925385355949402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10917624831199646},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24072257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072257","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2257/pdf?version=1711984626","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:38610468","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38610468","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11014091","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11014091","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9a2de7aee2204467ba625eb9e83213f4","is_oa":true,"landing_page_url":"https://doaj.org/article/9a2de7aee2204467ba625eb9e83213f4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 7, p 2257 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24072257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072257","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2257/pdf?version=1711984626","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2088427276","display_name":null,"funder_award_id":"2b0324","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"},{"id":"https://openalex.org/G4695211327","display_name":null,"funder_award_id":"4000123852/18/NL/CBi","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"}],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393478232.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2069267948","https://openalex.org/W2126004421","https://openalex.org/W2126226085","https://openalex.org/W2133989913","https://openalex.org/W2806543201","https://openalex.org/W2808982535","https://openalex.org/W2902273998","https://openalex.org/W2983376237","https://openalex.org/W2996763918","https://openalex.org/W3036218142","https://openalex.org/W3085583691","https://openalex.org/W3109695596","https://openalex.org/W3132427604","https://openalex.org/W3185878560","https://openalex.org/W4200306160","https://openalex.org/W4206830941","https://openalex.org/W4221011922","https://openalex.org/W4296970127","https://openalex.org/W4310066312","https://openalex.org/W4320712078","https://openalex.org/W4366998474","https://openalex.org/W6756636416","https://openalex.org/W6772160967","https://openalex.org/W6804932138","https://openalex.org/W6928032394"],"related_works":["https://openalex.org/W2018149064","https://openalex.org/W2002738406","https://openalex.org/W2985080412","https://openalex.org/W3006201793","https://openalex.org/W4378566980","https://openalex.org/W139018289","https://openalex.org/W2065828020","https://openalex.org/W2380001790","https://openalex.org/W2515171211","https://openalex.org/W1979405749"],"abstract_inverted_index":{"The":[0,31,130],"study":[1,108],"explores":[2],"the":[3,7,23,41,55,100,107,117,148,153,164,172,195],"feasibility":[4],"of":[5,25,49,144,176],"adapting":[6],"EOStat":[8],"crop":[9,16,53,128,137],"monitoring":[10,15],"system,":[11],"originally":[12],"designed":[13],"for":[14,103,158,186],"growth":[17],"conditions":[18],"in":[19,29,136,139,141,166,174,179,197],"Poland,":[20],"to":[21,126,147,183,191,194],"fulfill":[22],"requirements":[24],"a":[26,110,122,133],"similar":[27],"system":[28,32,56],"Ukraine.":[30],"utilizes":[33,109],"satellite":[34],"data":[35],"and":[36,69,75,77,95,115,152,161],"agrometeorological":[37],"information":[38],"provided":[39],"by":[40],"Copernicus":[42],"program,":[43],"which":[44],"offers":[45],"these":[46],"resources":[47],"free":[48],"charge.":[50],"To":[51,98],"predict":[52],"yields,":[54],"uses":[57],"several":[58],"factors,":[59],"such":[60],"as":[61],"vegetation":[62],"condition":[63],"indices":[64],"obtained":[65],"from":[66],"Sentinel-3":[67],"Ocean":[68],"Land":[70,78],"Color":[71],"Instrument":[72],"(OLCI)":[73],"optical":[74],"Sea":[76],"Surface":[79],"Temperature":[80],"Radiometer":[81],"(SLSTR).":[82],"It":[83],"also":[84],"incorporates":[85],"climate":[86],"information,":[87],"including":[88],"air":[89],"temperature,":[90],"total":[91],"precipitation,":[92],"surface":[93],"radiation,":[94],"soil":[96],"moisture.":[97],"identify":[99],"best":[101],"predictors":[102],"each":[104],"administrative":[105],"unit,":[106],"recursive":[111],"feature":[112],"elimination":[113],"method":[114],"employs":[116],"Extreme":[118],"Gradient":[119],"Boosting":[120],"regressor,":[121],"machine":[123],"learning":[124],"algorithm,":[125],"forecast":[127],"yields.":[129],"analysis":[131],"indicates":[132],"noticeable":[134],"decrease":[135],"losses":[138],"2022":[140,180],"certain":[142],"regions":[143],"Ukraine,":[145],"compared":[146,193],"previous":[149],"year":[150],"(2021)":[151],"5-year":[154],"average":[155],"(2017-2021),":[156],"specifically":[157],"winter":[159,177],"crops":[160,178],"maize.":[162],"Considering":[163],"reduction":[165],"yield,":[167],"it":[168,188],"is":[169],"estimated":[170],"that":[171],"decline":[173,196],"production":[175],"was":[181,189],"up":[182,190],"20%,":[184],"while":[185],"maize,":[187],"50%":[192],"production.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
