{"id":"https://openalex.org/W3087475754","doi":"https://doi.org/10.1029/2019wr026989","title":"Optimal Control for Precision Irrigation of a Large\u2010Scale Plantation","display_name":"Optimal Control for Precision Irrigation of a Large\u2010Scale Plantation","publication_year":2020,"publication_date":"2020-09-19","ids":{"openalex":"https://openalex.org/W3087475754","doi":"https://doi.org/10.1029/2019wr026989","mag":"3087475754"},"language":"en","primary_location":{"id":"doi:10.1029/2019wr026989","doi":"https://doi.org/10.1029/2019wr026989","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2019wr026989","pdf_url":"https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2019WR026989","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2019WR026989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060979306","display_name":"Ruud Kassing","orcid":"https://orcid.org/0000-0003-0743-1439","observed_orcids":["https://orcid.org/0000-0003-0743-1439"]},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ruud Kassing","raw_affiliation_strings":["Water Management Department, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0743-1439","affiliations":[{"raw_affiliation_string":"Water Management Department, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196","observed_orcids":["https://orcid.org/0000-0001-9867-6196"]},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bart De Schutter","raw_affiliation_strings":["Delft Center for System and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9867-6196","affiliations":[{"raw_affiliation_string":"Delft Center for System and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078479966","display_name":"Edo Abraham","orcid":"https://orcid.org/0000-0003-0989-5456","observed_orcids":["https://orcid.org/0000-0003-0989-5456"]},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Edo Abraham","raw_affiliation_strings":["Water Management Department, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0989-5456","affiliations":[{"raw_affiliation_string":"Water Management Department, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078479966"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":{"value":2500,"currency":"USD","value_usd":2500},"fwci":1.9905,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.8531602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"56","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9717000126838684,"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"}},"topics":[{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9717000126838684,"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/T10969","display_name":"Water resources management and optimization","score":0.0142000000923872,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.00989999994635582,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precision-irrigation","display_name":"precision irrigation","score":0.9229999780654907},{"id":"https://openalex.org/keywords/optimal-control","display_name":"optimal control","score":0.7940000295639038},{"id":"https://openalex.org/keywords/water-allocation","display_name":"water allocation","score":0.5709999799728394},{"id":"https://openalex.org/keywords/sugar-plantations","display_name":"sugar plantations","score":0.7699999809265137},{"id":"https://openalex.org/keywords/crop-water-productivity","display_name":"crop water productivity","score":0.7509999871253967},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"model predictive control","score":0.753000020980835},{"id":"https://openalex.org/keywords/two-level-control","display_name":"two-level control","score":0.7680000066757202},{"id":"https://openalex.org/keywords/evapotranspiration-modeling","display_name":"evapotranspiration modeling","score":0.7670000195503235},{"id":"https://openalex.org/keywords/canopy-cover","display_name":"canopy cover","score":0.6430000066757202},{"id":"https://openalex.org/keywords/soil-moisture-management","display_name":"soil moisture control","score":0.8529999852180481},{"id":"https://openalex.org/keywords/drought","display_name":"drought","score":0.7580000162124634},{"id":"https://openalex.org/keywords/crop-yield","display_name":"crop yield","score":0.6380000114440918}],"concepts":[{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.7210029363632202},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.589126467704773},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5711327195167542},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.5388995409011841},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5182232856750488},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5039626955986023},{"id":"https://openalex.org/C195092306","wikidata":"https://www.wikidata.org/wiki/Q3777161","display_name":"Deficit irrigation","level":4,"score":0.49101734161376953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44936928153038025},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.44664815068244934},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.44533848762512207},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.4314045310020447},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.31835994124412537},{"id":"https://openalex.org/C112077630","wikidata":"https://www.wikidata.org/wiki/Q2623678","display_name":"Irrigation management","level":3,"score":0.3107162415981293},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.29819434881210327},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.270592600107193},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.16444867849349976},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.160519540309906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10302069783210754},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08266615867614746},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1029/2019wr026989","doi":"https://doi.org/10.1029/2019wr026989","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2019wr026989","pdf_url":"https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2019WR026989","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:7ca8737e-1fff-4cde-bcc7-9743778adaa0","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:7ca8737e-1fff-4cde-bcc7-9743778adaa0","pdf_url":"http://resolver.tudelft.nl/uuid:7ca8737e-1fff-4cde-bcc7-9743778adaa0","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"pmh:tud:oai:tudelft.nl:uuid:7ca8737e-1fff-4cde-bcc7-9743778adaa0","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:7ca8737e-1fff-4cde-bcc7-9743778adaa0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Water Resources Research, 56(10)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1029/2019wr026989","doi":"https://doi.org/10.1029/2019wr026989","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2019wr026989","pdf_url":"https://agupubs.onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2019WR026989","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9208999872207642,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"},{"score":0.6618000268936157,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087475754.pdf","grobid_xml":"https://content.openalex.org/works/W3087475754.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W816315514","https://openalex.org/W1487923163","https://openalex.org/W1514392458","https://openalex.org/W1609657728","https://openalex.org/W1970004911","https://openalex.org/W1977985274","https://openalex.org/W1978956894","https://openalex.org/W1999405816","https://openalex.org/W2001670055","https://openalex.org/W2012689010","https://openalex.org/W2013338259","https://openalex.org/W2035110811","https://openalex.org/W2035179364","https://openalex.org/W2038782607","https://openalex.org/W2041635613","https://openalex.org/W2045919365","https://openalex.org/W2050619557","https://openalex.org/W2055162687","https://openalex.org/W2076270163","https://openalex.org/W2078932575","https://openalex.org/W2085655078","https://openalex.org/W2087122307","https://openalex.org/W2105382588","https://openalex.org/W2108150474","https://openalex.org/W2159120953","https://openalex.org/W2169418131","https://openalex.org/W2172396214","https://openalex.org/W2485420366","https://openalex.org/W2522950216","https://openalex.org/W2526492560","https://openalex.org/W2549310942","https://openalex.org/W2551220390","https://openalex.org/W2596058080","https://openalex.org/W2890555244","https://openalex.org/W2918179498","https://openalex.org/W3123583773","https://openalex.org/W4229667009"],"related_works":["https://openalex.org/W3092262038","https://openalex.org/W2780642867","https://openalex.org/W2988636184","https://openalex.org/W2281898098","https://openalex.org/W2018927300","https://openalex.org/W2998409394","https://openalex.org/W2047693755","https://openalex.org/W2082342230","https://openalex.org/W2014874361","https://openalex.org/W1977781574"],"abstract_inverted_index":{"Abstract":[0],"Distributing":[1],"water":[2,31,65,73,96,137,229,242],"optimally":[3,71],"is":[4,56,158,209],"a":[5,37,79,154,212,218],"complex":[6],"problem":[7],"that":[8,245],"many":[9],"farmers":[10],"face":[11],"yearly,":[12],"especially":[13],"in":[14,33,50,215,222,247],"times":[15,248],"of":[16,40,95,114,127,131,150,190,199,205,217,249],"drought.":[17,250],"In":[18,84,119],"this":[19,51,85],"work,":[20],"we":[21,77,180],"propose":[22,78],"optimization\u2010based":[23],"feedback":[24],"control":[25,82,226],"to":[26,105,172,233,236],"improve":[27,173,178],"crop":[28,48,64,108,116,192],"yield":[29],"and":[30,53,239],"productivity":[32,66,117,230],"agriculture":[34],"irrigation":[35,89],"for":[36,100],"plantation":[38,221],"consisting":[39],"multiple":[41],"fields.":[42],"The":[43,203],"interaction":[44],"between":[45],"soil,":[46],"water,":[47],"(sugarcane":[49],"work),":[52],"the":[54,63,75,87,92,98,101,107,115,121,128,132,136,142,147,151,162,187,191,194,200,206],"atmosphere":[55],"characterized":[57],"by":[58,110,141,185,231],"an":[59,112,182],"agrohydrological":[60],"model":[61,122,157,167,174,184],"using":[62,196],"modeling":[67],"software":[68],"AquaCrop\u2010OS.":[69],"To":[70,145,176],"distribute":[72],"over":[74,97,193],"fields,":[76],"two\u2010level":[80,207],"optimal":[81,93,225],"approach.":[83],"approach,":[86],"seasonal":[88,143],"planner":[90],"determines":[91],"allocation":[94],"fields":[99],"entire":[102],"growth":[103],"season":[104,195],"maximize":[106],"yield,":[109],"considering":[111,186],"approximation":[113],"function.":[118],"addition,":[120],"predictive":[123],"controller":[124],"takes":[125],"care":[126],"daily":[129,152],"regulation":[130],"soil":[133],"moisture,":[134],"respecting":[135],"distribution":[138],"decided":[139],"on":[140,161],"planner.":[144],"reduce":[146],"computational":[148],"complexity":[149],"controller,":[153],"mixed\u2010logic":[155],"dynamical":[156,166],"identified":[159],"based":[160],"AquaCrop\u2010OS":[163,216],"model.":[164],"This":[165],"incorporates":[168],"saturation":[169],"dynamics":[170],"explicitly":[171],"quality.":[175],"further":[177],"performance,":[179],"create":[181],"evapotranspiration":[183],"expected":[188],"development":[189],"remote\u2010sensing\u2010based":[197],"measurements":[198],"canopy":[201],"cover.":[202],"performance":[204],"approach":[208,227],"evaluated":[210],"through":[211],"closed\u2010loop":[213],"simulation":[214],"real":[219],"sugarcane":[220],"Mozambique.":[223],"Our":[224],"boosts":[228],"up":[232],"30%":[234],"compared":[235],"local":[237],"heuristics":[238],"can":[240],"respect":[241],"use":[243],"constraints":[244],"arise":[246]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-09-25T00:00:00"}
