{"id":"https://openalex.org/W2032536772","doi":"https://doi.org/10.1109/igarss.2012.6351232","title":"Improving the process-based simulation of growth heterogeneities in agricultural stands through assimilation of earth observation data","display_name":"Improving the process-based simulation of growth heterogeneities in agricultural stands through assimilation of earth observation data","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2032536772","doi":"https://doi.org/10.1109/igarss.2012.6351232","mag":"2032536772"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2012.6351232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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/A5056866914","display_name":"Tobias Hank","orcid":"https://orcid.org/0000-0001-7491-0291"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Hank","raw_affiliation_strings":["Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046384625","display_name":"Heike Bach","orcid":"https://orcid.org/0000-0001-8060-2498"},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Bach","raw_affiliation_strings":["VISTA - Remote Sensing in Geosciences GmbH, Munich, Germany","VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA - Remote Sensing in Geosciences GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089359126","display_name":"Katharina Spannraft","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Spannraft","raw_affiliation_strings":["VISTA - Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333 Munich, Germany","VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA - Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333 Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048429072","display_name":"M. Friese","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111978","display_name":"Remote Sensing Solutions (Germany)","ror":"https://ror.org/023cs4y60","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210111978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Friese","raw_affiliation_strings":["VISTA - Remote Sensing in Geosciences GmbH, Munich, Germany","VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VISTA - Remote Sensing in Geosciences GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]},{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences GmbH, Gabelsbergerstr. 51, 80333, Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066082875","display_name":"Toni Frank","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Frank","raw_affiliation_strings":["Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007301729","display_name":"Wolfram Mauser","orcid":"https://orcid.org/0000-0002-2963-8759"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"W. Mauser","raw_affiliation_strings":["Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Dept. of Geography, Ludwig-Maximilians Universit\u00e4t Munich, Luisenstr. 37, 80333, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1833,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79951025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1006","last_page":"1009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991000294685364,"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":0.9991000294685364,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9908999800682068,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/terrain","display_name":"Terrain","score":0.795478343963623},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.7562083005905151},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6613022089004517},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5990080833435059},{"id":"https://openalex.org/keywords/earth-surface","display_name":"Earth surface","score":0.5347014665603638},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.464393675327301},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45537054538726807},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.4538792371749878},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.45187681913375854},{"id":"https://openalex.org/keywords/energy-balance","display_name":"Energy balance","score":0.4413433372974396},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.433992475271225},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.430536150932312},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.3882879614830017},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.31567853689193726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30970102548599243},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.23381498456001282},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18467843532562256},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1740761399269104},{"id":"https://openalex.org/keywords/earth-science","display_name":"Earth science","score":0.1475103199481964},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.12504255771636963}],"concepts":[{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.795478343963623},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.7562083005905151},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6613022089004517},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5990080833435059},{"id":"https://openalex.org/C3019945712","wikidata":"https://www.wikidata.org/wiki/Q2","display_name":"Earth surface","level":2,"score":0.5347014665603638},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.464393675327301},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45537054538726807},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.4538792371749878},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.45187681913375854},{"id":"https://openalex.org/C2777423268","wikidata":"https://www.wikidata.org/wiki/Q3663116","display_name":"Energy balance","level":2,"score":0.4413433372974396},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.433992475271225},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.430536150932312},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.3882879614830017},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.31567853689193726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30970102548599243},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.23381498456001282},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18467843532562256},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1740761399269104},{"id":"https://openalex.org/C1965285","wikidata":"https://www.wikidata.org/wiki/Q8008","display_name":"Earth science","level":1,"score":0.1475103199481964},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12504255771636963},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2012.6351232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321469","display_name":"Bundesministerium f\u00fcr Wirtschaft und Technologie","ror":"https://ror.org/02vgg2808"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1209269186","https://openalex.org/W1770753562","https://openalex.org/W2002934707","https://openalex.org/W2046857879","https://openalex.org/W2080711841","https://openalex.org/W2115539456","https://openalex.org/W2116730904","https://openalex.org/W2139642649","https://openalex.org/W2318376325","https://openalex.org/W4237251733"],"related_works":["https://openalex.org/W3135200989","https://openalex.org/W1438657","https://openalex.org/W2357202493","https://openalex.org/W4385062146","https://openalex.org/W3017936132","https://openalex.org/W2359513102","https://openalex.org/W2772840063","https://openalex.org/W2039826601","https://openalex.org/W2797432122","https://openalex.org/W2378513505"],"abstract_inverted_index":{"Complex":[0],"process-based":[1],"land":[2,26,46,100],"surface":[3,47,101],"models":[4],"require":[5],"detailed":[6],"input":[7],"parameters.":[8],"While":[9],"the":[10,20,45,56,59,62,93,99,137,148],"process-describing":[11],"parameters":[12],"mostly":[13],"are":[14,32],"well":[15],"known":[16],"from":[17,128],"laboratory":[18],"research,":[19],"spatial":[21,36,63,96],"parameters,":[22],"such":[23,70],"as":[24,71],"terrain,":[25],"use":[27],"or":[28],"soil":[29,72],"maps,":[30],"often":[31],"available":[33],"at":[34],"coarse":[35],"resolutions":[37],"only.":[38],"The":[39],"mass":[40],"and":[41,130,136],"energy":[42],"balance":[43],"of":[44,58,65,78,95,122,150],"is":[48,77],"strongly":[49],"determined":[50],"by":[51],"plant":[52],"growth.":[53],"Depending":[54],"on":[55,115],"application":[57],"model,":[60],"especially":[61],"distribution":[64],"growth":[66],"influencing":[67],"site":[68,110],"characteristics,":[69],"properties":[73],"for":[74,147],"example,":[75],"therefore":[76],"major":[79],"importance.":[80],"This":[81],"study":[82],"demonstrates,":[83],"how":[84],"Earth":[85],"Observation":[86],"data":[87],"can":[88],"be":[89],"used":[90],"to":[91,104],"overcome":[92],"lack":[94],"detail,":[97],"applying":[98],"model":[102,138],"PROMET":[103],"a":[105,116],"precision":[106],"farming":[107],"task,":[108],"i.e.":[109],"specific":[111],"cereal":[112],"yield":[113,145],"modelling":[114],"farm":[117],"in":[118],"northeast":[119],"Germany.":[120],"Maps":[121],"photosynthetically":[123],"active":[124],"leaf":[125],"area,":[126],"generated":[127],"RapidEye":[129],"Landsat":[131],"TM":[132],"data,":[133],"were":[134],"assimilated":[135],"output":[139],"was":[140],"successfully":[141],"validated":[142],"against":[143],"measured":[144],"maps":[146],"summer":[149],"2010.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
