{"id":"https://openalex.org/W4387829507","doi":"https://doi.org/10.1109/igarss52108.2023.10282955","title":"Influence of Data Cleaning Techniques on Sub-Field Yield Predictions","display_name":"Influence of Data Cleaning Techniques on Sub-Field Yield Predictions","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387829507","doi":"https://doi.org/10.1109/igarss52108.2023.10282955"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10282955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101295886","display_name":"Cristhian Sanchez","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cristhian Sanchez","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066151318","display_name":"Deepak Pathak","orcid":"https://orcid.org/0009-0004-4105-0466"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Deepak Pathak","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019450085","display_name":"Miro Miranda","orcid":"https://orcid.org/0009-0002-8195-9776"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Miro Miranda","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008628120","display_name":"Marcela Charfuel\u00e0n","orcid":"https://orcid.org/0009-0005-6886-0415"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcela Charfuelan","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032545698","display_name":"Patrick Helber","orcid":"https://orcid.org/0000-0001-8454-4301"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick Helber","raw_affiliation_strings":["Vision Impulse GmbH,Kaiserslautern,Germany","Vision Impulse GmbH, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vision Impulse GmbH,Kaiserslautern,Germany","institution_ids":[]},{"raw_affiliation_string":"Vision Impulse GmbH, Kaiserslautern, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013923731","display_name":"Marlon Nuske","orcid":"https://orcid.org/0000-0002-0651-0664"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marlon Nuske","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033808296","display_name":"Benjamin Bischke","orcid":"https://orcid.org/0000-0002-6473-3348"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Bischke","raw_affiliation_strings":["Vision Impulse GmbH,Kaiserslautern,Germany","Vision Impulse GmbH, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vision Impulse GmbH,Kaiserslautern,Germany","institution_ids":[]},{"raw_affiliation_string":"Vision Impulse GmbH, Kaiserslautern, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074151200","display_name":"Peter Habelitz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Habelitz","raw_affiliation_strings":["Vision Impulse GmbH,Kaiserslautern,Germany","Vision Impulse GmbH, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vision Impulse GmbH,Kaiserslautern,Germany","institution_ids":[]},{"raw_affiliation_string":"Vision Impulse GmbH, Kaiserslautern, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041457370","display_name":"Nafisur Rahman","orcid":"https://orcid.org/0000-0002-8324-5067"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nafisur Rahman","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022033505","display_name":"Francisco Mena","orcid":"https://orcid.org/0000-0002-5004-6571"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Francisco Mena","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087589867","display_name":"Hiba Najjar","orcid":"https://orcid.org/0000-0002-7498-794X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hiba Najjar","raw_affiliation_strings":["University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"University of Kaiserslautern-Landau (RPTU), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I153267046"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092671819","display_name":"Jayanth Siddamsetty","orcid":"https://orcid.org/0000-0003-1820-3028"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jayanth Siddamsetty","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059348827","display_name":"Diego Arenas","orcid":"https://orcid.org/0000-0001-7829-6102"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Diego Arenas","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072422735","display_name":"Michaela Vollmer","orcid":"https://orcid.org/0000-0001-6970-7192"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michaela Vollmer","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101904182","display_name":"Andreas Dengel","orcid":"https://orcid.org/0000-0002-6100-8255"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dengel","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2974,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91805249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4852","last_page":"4855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},"topics":[{"id":"https://openalex.org/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T12201","display_name":"Agricultural Engineering and Mechanization","score":0.9485999941825867,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9431999921798706,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.7389118075370789},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.7081363201141357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5892296433448792},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4779503345489502},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.41099750995635986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3716602921485901},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3583565950393677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23769637942314148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18194666504859924},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08930620551109314}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7389118075370789},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.7081363201141357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5892296433448792},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4779503345489502},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41099750995635986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3716602921485901},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3583565950393677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23769637942314148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18194666504859924},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08930620551109314},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10282955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1673310716","https://openalex.org/W2081557666","https://openalex.org/W2161893281","https://openalex.org/W2794097848","https://openalex.org/W2805738876","https://openalex.org/W2905290611","https://openalex.org/W2910651000","https://openalex.org/W2949116535","https://openalex.org/W3096742425","https://openalex.org/W3165683879","https://openalex.org/W3185227768","https://openalex.org/W3205952485","https://openalex.org/W4387829443","https://openalex.org/W6637131181","https://openalex.org/W6757326197","https://openalex.org/W6795929188"],"related_works":["https://openalex.org/W2386800167","https://openalex.org/W2384315363","https://openalex.org/W1990212788","https://openalex.org/W2377343822","https://openalex.org/W2131099179","https://openalex.org/W2361679322","https://openalex.org/W2017828885","https://openalex.org/W2356333310","https://openalex.org/W2353124663","https://openalex.org/W2961085424"],"abstract_inverted_index":{"Modern":[0],"combine":[1,65],"harvesters":[2],"can":[3,13],"collect":[4],"geo-located":[5],"real-time":[6],"yield":[7,24,48,67],"measurement":[8],"while":[9],"harvesting.":[10],"This":[11],"data":[12,77],"be":[14],"used":[15],"to":[16,54,59],"train":[17],"Machine":[18],"Learning":[19],"models":[20,38],"that":[21,97],"predict":[22],"the":[23,44,47,85,108,112,115,121],"at":[25,89,107,114],"sub-field":[26,92,116],"level":[27,117],"based":[28],"on":[29,43,84],"remote":[30],"sensing":[31],"input":[32],"data.":[33,49],"The":[34],"performance":[35,88,113],"of":[36,46,76,123],"these":[37],"is,":[39],"however,":[40],"highly":[41],"dependent":[42],"quality":[45],"It":[50],"is":[51,118],"therefore":[52],"important":[53],"develop":[55],"automatic":[56],"cleaning":[57,78,99,127],"techniques":[58,79,100],"correct":[60],"for":[61],"common":[62],"errors":[63],"in":[64],"harvester":[66],"maps.":[68],"In":[69],"this":[70],"work,":[71],"we":[72],"compare":[73],"different":[74],"combinations":[75],"by":[80],"evaluating":[81],"their":[82],"impact":[83],"yield-prediction":[86],"model":[87],"field":[90,109],"and":[91],"level.":[93],"Our":[94],"findings":[95],"indicate":[96],"basic":[98],"such":[101],"as":[102],"absolute":[103],"thresholds":[104],"are":[105],"sufficient":[106],"level,":[110],"whereas":[111],"enhanced":[119],"through":[120],"utilization":[122],"more":[124],"intricate":[125],"statistical":[126],"methods.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}