{"id":"https://openalex.org/W1996404883","doi":"https://doi.org/10.3390/rs70403934","title":"Using a Remote Sensing-Supported Hydro-Agroecological Model for Field-Scale Simulation of Heterogeneous Crop Growth and Yield: Application for Wheat in Central Europe","display_name":"Using a Remote Sensing-Supported Hydro-Agroecological Model for Field-Scale Simulation of Heterogeneous Crop Growth and Yield: Application for Wheat in Central Europe","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1996404883","doi":"https://doi.org/10.3390/rs70403934","mag":"1996404883"},"language":"en","primary_location":{"id":"doi:10.3390/rs70403934","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403934","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3934/pdf?version=1427891420","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/2072-4292/7/4/3934/pdf?version=1427891420","any_repository_has_fulltext":true},"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":true,"raw_author_name":"Tobias Hank","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t Munich, Luisenstra\u00dfe 37,  80333 Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t Munich, Luisenstra\u00dfe 37,  80333 Munich, 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":"Heike Bach","raw_affiliation_strings":["VISTA Remote Sensing in Geosciences, Gabelsbergerstra\u00dfe 51, 80333 Munich, Germany"],"affiliations":[{"raw_affiliation_string":"VISTA Remote Sensing in Geosciences, Gabelsbergerstra\u00dfe 51, 80333 Munich, Germany","institution_ids":["https://openalex.org/I4210111978"]}]},{"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":"Wolfram Mauser","raw_affiliation_strings":["Department of Geography, Ludwig-Maximilians-Universit\u00e4t Munich, Luisenstra\u00dfe 37,  80333 Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Ludwig-Maximilians-Universit\u00e4t Munich, Luisenstra\u00dfe 37,  80333 Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056866914"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":19.2644,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.99143828,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":"4","first_page":"3934","last_page":"3965"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10439","display_name":"Climate change impacts on agriculture","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agroecology","display_name":"Agroecology","score":0.7286514043807983},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.6077211499214172},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5696102380752563},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.540195107460022},{"id":"https://openalex.org/keywords/field-crop","display_name":"Field crop","score":0.46904048323631287},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.46833276748657227},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45009759068489075},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.38574475049972534},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.32647085189819336},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.23423126339912415},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13083675503730774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09853699803352356},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09505611658096313},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07221794128417969},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.059478759765625},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05849677324295044},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.049367308616638184}],"concepts":[{"id":"https://openalex.org/C156663261","wikidata":"https://www.wikidata.org/wiki/Q396338","display_name":"Agroecology","level":3,"score":0.7286514043807983},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.6077211499214172},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5696102380752563},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.540195107460022},{"id":"https://openalex.org/C2993556214","wikidata":"https://www.wikidata.org/wiki/Q1913301","display_name":"Field crop","level":2,"score":0.46904048323631287},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.46833276748657227},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45009759068489075},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.38574475049972534},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.32647085189819336},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.23423126339912415},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13083675503730774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09853699803352356},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09505611658096313},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07221794128417969},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.059478759765625},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05849677324295044},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.049367308616638184},{"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/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs70403934","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403934","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3934/pdf?version=1427891420","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:doaj.org/article:9dfba4e04da540f9a2136fa60e6566bd","is_oa":true,"landing_page_url":"https://doaj.org/article/9dfba4e04da540f9a2136fa60e6566bd","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 7, Iss 4, Pp 3934-3965 (2015)","raw_type":"article"},{"id":"pmh:oai:epub.ub.uni-muenchen.de:34338","is_oa":false,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-34338-2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"doc-type:article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/4/3934/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70403934","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 7; Issue 4; Pages: 3934-3965","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs70403934","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403934","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3934/pdf?version=1427891420","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":[{"id":"https://metadata.un.org/sdg/2","score":0.8299999833106995,"display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1996404883.pdf","grobid_xml":"https://content.openalex.org/works/W1996404883.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W187699753","https://openalex.org/W1209269186","https://openalex.org/W1507394484","https://openalex.org/W1770753562","https://openalex.org/W1965874233","https://openalex.org/W1987520034","https://openalex.org/W1996210406","https://openalex.org/W1999089844","https://openalex.org/W1999112734","https://openalex.org/W2002934707","https://openalex.org/W2006875667","https://openalex.org/W2022298331","https://openalex.org/W2026539639","https://openalex.org/W2027824171","https://openalex.org/W2032600630","https://openalex.org/W2033904036","https://openalex.org/W2035196702","https://openalex.org/W2040044938","https://openalex.org/W2040055553","https://openalex.org/W2040653147","https://openalex.org/W2041371820","https://openalex.org/W2046857879","https://openalex.org/W2056378516","https://openalex.org/W2057021477","https://openalex.org/W2058998445","https://openalex.org/W2060176133","https://openalex.org/W2067351578","https://openalex.org/W2072981903","https://openalex.org/W2073423416","https://openalex.org/W2073840594","https://openalex.org/W2077927491","https://openalex.org/W2079615789","https://openalex.org/W2080711841","https://openalex.org/W2088162350","https://openalex.org/W2090375103","https://openalex.org/W2112393064","https://openalex.org/W2112674101","https://openalex.org/W2113249705","https://openalex.org/W2114248304","https://openalex.org/W2115223366","https://openalex.org/W2115539456","https://openalex.org/W2117500738","https://openalex.org/W2123413617","https://openalex.org/W2130963558","https://openalex.org/W2132150442","https://openalex.org/W2134289299","https://openalex.org/W2134583017","https://openalex.org/W2136043818","https://openalex.org/W2136904244","https://openalex.org/W2139327030","https://openalex.org/W2151135366","https://openalex.org/W2158883105","https://openalex.org/W2160068471","https://openalex.org/W2165310284","https://openalex.org/W2167556755","https://openalex.org/W2168672106","https://openalex.org/W2176793248","https://openalex.org/W2184978555","https://openalex.org/W2346143708","https://openalex.org/W2909019864","https://openalex.org/W2917425395","https://openalex.org/W2970641715","https://openalex.org/W6630433271","https://openalex.org/W6658419419","https://openalex.org/W6664980504","https://openalex.org/W6684206475"],"related_works":["https://openalex.org/W4388477809","https://openalex.org/W2268993980","https://openalex.org/W2920746341","https://openalex.org/W1864275811","https://openalex.org/W578803495","https://openalex.org/W2980690749","https://openalex.org/W2246238867","https://openalex.org/W2330026424","https://openalex.org/W2118643750","https://openalex.org/W2116873119"],"abstract_inverted_index":{"The":[0,186,216],"challenge":[1],"of":[2,31,55,65,87,112,155,166,176,192,229,233,239],"converting":[3],"global":[4],"agricultural":[5,24],"food,":[6],"fiber":[7],"and":[8,15,29,39,67,134,147,162,196],"energy":[9],"crop":[10,44,70,89,194],"cultivation":[11],"into":[12,82],"an":[13,125],"ecologically":[14],"economically":[16],"sustainable":[17,240],"production":[18],"process":[19,214],"requires":[20],"the":[21,47,53,63,83,85,152,156,177,225,230,237],"most":[22],"efficient":[23],"management":[25],"strategies.":[26],"Development,":[27],"control":[28],"maintenance":[30],"these":[32],"strategies":[33],"are":[34,122,171],"highly":[35],"dependent":[36],"on":[37,43,72],"temporally":[38,66],"spatially":[40,68],"continuous":[41],"information":[42,204],"status":[45],"at":[46],"field":[48],"scale.":[49],"This":[50],"paper":[51],"introduces":[52],"application":[54],"a":[56,94,220],"process-based,":[57],"coupled":[58],"hydro-agroecological":[59],"model":[60],"(PROMET)":[61],"for":[62,141,173],"simulation":[64,86,191],"dynamic":[69],"growth":[71,195],"agriculturally":[73],"managed":[74],"fields.":[75],"By":[76],"assimilating":[77],"optical":[78],"remote":[79],"sensing":[80],"data":[81,170,235],"model,":[84],"spatial":[88,178,201],"dynamics":[90,154,209],"is":[91,107,139,198,205],"improved":[92],"to":[93,109,223],"point":[95],"where":[96],"site-specific":[97],"farming":[98],"measures":[99],"can":[100],"be":[101],"supported.":[102],"Radiative":[103],"transfer":[104],"modeling":[105],"(SLC)":[106],"used":[108,123,172],"provide":[110],"maps":[111,121],"leaf":[113],"area":[114],"index":[115],"from":[116],"Earth":[117],"Observation":[118],"(EO).":[119],"These":[120],"in":[124,236],"assimilation":[126],"scheme":[127],"that":[128,189],"selects":[129],"closest":[130],"matches":[131],"between":[132],"EO":[133,234],"PROMET":[135],"ensemble":[136],"runs.":[137],"Validation":[138],"provided":[140,210],"winter":[142],"wheat":[143],"(years":[144],"2004,":[145],"2010":[146],"2011).":[148],"Field":[149],"samples":[150],"validate":[151],"temporal":[153,208],"simulations":[157,180],"(avg.":[158,181],"R\u00b2":[159],"=":[160,183],"0.93)":[161],">":[163],"700":[164],"ha":[165],"calibrated":[167],"combine":[168],"harvester":[169],"accuracy":[174],"assessment":[175],"yield":[179,197],"RMSE":[182],"1.15":[184],"t\u2219ha\u22121).":[185],"study":[187],"shows":[188],"precise":[190],"field-scale":[193],"possible,":[199],"if":[200],"remotely":[202],"sensed":[203],"combined":[206],"with":[207],"by":[211],"land":[212,241],"surface":[213,242],"models.":[215],"presented":[217],"methodology":[218],"represents":[219],"technical":[221],"solution":[222],"make":[224],"best":[226],"possible":[227],"use":[228],"growing":[231],"stream":[232],"context":[238],"management.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}