{"id":"https://openalex.org/W3159962161","doi":"https://doi.org/10.3390/rs13091679","title":"Combining Thermal and RGB Imaging Indices with Multivariate and Data-Driven Modeling to Estimate the Growth, Water Status, and Yield of Potato under Different Drip Irrigation Regimes","display_name":"Combining Thermal and RGB Imaging Indices with Multivariate and Data-Driven Modeling to Estimate the Growth, Water Status, and Yield of Potato under Different Drip Irrigation Regimes","publication_year":2021,"publication_date":"2021-04-27","ids":{"openalex":"https://openalex.org/W3159962161","doi":"https://doi.org/10.3390/rs13091679","mag":"3159962161"},"language":"en","primary_location":{"id":"doi:10.3390/rs13091679","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091679","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1679/pdf?version=1619492187","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/2072-4292/13/9/1679/pdf?version=1619492187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083411315","display_name":"Salah Elsayed","orcid":"https://orcid.org/0000-0002-5808-3561"},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Salah Elsayed","raw_affiliation_strings":["Agricultural Engineering, Evaluation of Natural Resources Department, Environmental Studies and Research Institute, University of Sadat City, Minufiya 32897, Egypt"],"affiliations":[{"raw_affiliation_string":"Agricultural Engineering, Evaluation of Natural Resources Department, Environmental Studies and Research Institute, University of Sadat City, Minufiya 32897, Egypt","institution_ids":["https://openalex.org/I338016083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042629659","display_name":"Salah El-Hendawy","orcid":"https://orcid.org/0000-0002-8104-3410"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]},{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["EG","SA"],"is_corresponding":true,"raw_author_name":"Salah El-Hendawy","raw_affiliation_strings":["Department of Agronomy, Faculty of Agriculture, Suez Canal University, Ismailia 41522, Egypt","Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, Faculty of Agriculture, Suez Canal University, Ismailia 41522, Egypt","institution_ids":["https://openalex.org/I114794399"]},{"raw_affiliation_string":"Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042426059","display_name":"Mosaad Khadr","orcid":"https://orcid.org/0000-0002-8322-061X"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]},{"id":"https://openalex.org/I4210136004","display_name":"University of Bisha","ror":"https://ror.org/040548g92","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210136004"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Mosaad Khadr","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, University of Bisha, Bisha 61922, Saudi Arabia","Irrigation and Hydraulics Department, Faculty of Engineering, Tanta University, Tanta 31734, Egypt"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, University of Bisha, Bisha 61922, Saudi Arabia","institution_ids":["https://openalex.org/I4210136004"]},{"raw_affiliation_string":"Irrigation and Hydraulics Department, Faculty of Engineering, Tanta University, Tanta 31734, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018131401","display_name":"Osama Elsherbiny","orcid":"https://orcid.org/0000-0003-3031-7108"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Osama Elsherbiny","raw_affiliation_strings":["Agricultural Engineering Department, Faculty of Agriculture, Mansoura University, Mansoura 35516, Egypt"],"affiliations":[{"raw_affiliation_string":"Agricultural Engineering Department, Faculty of Agriculture, Mansoura University, Mansoura 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077681792","display_name":"Nasser Al-Suhaibani","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nasser Al-Suhaibani","raw_affiliation_strings":["Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091645870","display_name":"Majed A. Alotaibi","orcid":"https://orcid.org/0000-0001-6105-7471"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Majed Alotaibi","raw_affiliation_strings":["Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056404230","display_name":"Muhammad Usman Tahir","orcid":"https://orcid.org/0000-0001-5857-9375"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Usman Tahir","raw_affiliation_strings":["Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, KSA, P.O. Box 2460, Riyadh 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112672617","display_name":"Waleed Darwish","orcid":null},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Waleed Darwish","raw_affiliation_strings":["Agricultural Engineering, Evaluation of Natural Resources Department, Environmental Studies and Research Institute, University of Sadat City, Minufiya 32897, Egypt"],"affiliations":[{"raw_affiliation_string":"Agricultural Engineering, Evaluation of Natural Resources Department, Environmental Studies and Research Institute, University of Sadat City, Minufiya 32897, Egypt","institution_ids":["https://openalex.org/I338016083"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042629659"],"corresponding_institution_ids":["https://openalex.org/I114794399","https://openalex.org/I28022161"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.8781,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9344587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"13","issue":"9","first_page":"1679","last_page":"1679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.996999979019165,"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":0.996999979019165,"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/T11745","display_name":"Potato Plant Research","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.636939287185669},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6079105138778687},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5862589478492737},{"id":"https://openalex.org/keywords/drip-irrigation","display_name":"Drip irrigation","score":0.497482568025589},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.48578742146492004},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.45884761214256287},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.41179585456848145},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.37655216455459595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3694174885749817},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3634798526763916},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2578601539134979},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1916690468788147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17905858159065247},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.15127041935920715},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07535979151725769},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.07452163100242615}],"concepts":[{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.636939287185669},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6079105138778687},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5862589478492737},{"id":"https://openalex.org/C152453397","wikidata":"https://www.wikidata.org/wiki/Q746694","display_name":"Drip irrigation","level":3,"score":0.497482568025589},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.48578742146492004},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.45884761214256287},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.41179585456848145},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.37655216455459595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3694174885749817},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3634798526763916},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2578601539134979},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1916690468788147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17905858159065247},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.15127041935920715},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07535979151725769},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.07452163100242615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13091679","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091679","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1679/pdf?version=1619492187","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:08a2ca28fed04abf82b73726e65bff03","is_oa":true,"landing_page_url":"https://doaj.org/article/08a2ca28fed04abf82b73726e65bff03","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 13, Iss 9, p 1679 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/9/1679/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13091679","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 13; Issue 9; Pages: 1679","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13091679","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091679","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1679/pdf?version=1619492187","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":[{"score":0.7699999809265137,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G2645623448","display_name":null,"funder_award_id":"RG-1435-032","funder_id":"https://openalex.org/F4320335726","funder_display_name":"Deanship of Scientific Research, King Saud University"},{"id":"https://openalex.org/G4490589795","display_name":null,"funder_award_id":"Research Group No. (RG-1435-032)","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"},{"id":"https://openalex.org/G5670479711","display_name":null,"funder_award_id":"RG-1435-032","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3159962161.pdf","grobid_xml":"https://content.openalex.org/works/W3159962161.grobid-xml"},"referenced_works_count":114,"referenced_works":["https://openalex.org/W71259850","https://openalex.org/W106222149","https://openalex.org/W222098945","https://openalex.org/W1513629489","https://openalex.org/W1515333244","https://openalex.org/W1534620914","https://openalex.org/W1584238794","https://openalex.org/W1646969215","https://openalex.org/W1715891948","https://openalex.org/W1970028096","https://openalex.org/W1970699617","https://openalex.org/W1970927606","https://openalex.org/W1972664953","https://openalex.org/W1975173652","https://openalex.org/W1979064610","https://openalex.org/W1980965228","https://openalex.org/W1986790245","https://openalex.org/W1986986307","https://openalex.org/W1988263629","https://openalex.org/W1989712641","https://openalex.org/W1989863789","https://openalex.org/W1991364445","https://openalex.org/W1999191456","https://openalex.org/W2001082716","https://openalex.org/W2009194048","https://openalex.org/W2009953522","https://openalex.org/W2010379741","https://openalex.org/W2010681209","https://openalex.org/W2013148539","https://openalex.org/W2014559587","https://openalex.org/W2017730123","https://openalex.org/W2019207321","https://openalex.org/W2025590911","https://openalex.org/W2034801478","https://openalex.org/W2039952872","https://openalex.org/W2044945235","https://openalex.org/W2047213460","https://openalex.org/W2058544183","https://openalex.org/W2060064273","https://openalex.org/W2063623478","https://openalex.org/W2064152727","https://openalex.org/W2067777246","https://openalex.org/W2069214604","https://openalex.org/W2070047344","https://openalex.org/W2081244766","https://openalex.org/W2097735268","https://openalex.org/W2104981522","https://openalex.org/W2112312464","https://openalex.org/W2113511124","https://openalex.org/W2124922486","https://openalex.org/W2126975596","https://openalex.org/W2128982196","https://openalex.org/W2129032375","https://openalex.org/W2133506218","https://openalex.org/W2133876712","https://openalex.org/W2139244996","https://openalex.org/W2144260204","https://openalex.org/W2150202143","https://openalex.org/W2154083639","https://openalex.org/W2155554805","https://openalex.org/W2161313304","https://openalex.org/W2161950715","https://openalex.org/W2177762814","https://openalex.org/W2224627999","https://openalex.org/W2248516731","https://openalex.org/W2313087158","https://openalex.org/W2320327248","https://openalex.org/W2331917170","https://openalex.org/W2416492311","https://openalex.org/W2478437898","https://openalex.org/W2491824495","https://openalex.org/W2552806983","https://openalex.org/W2557002900","https://openalex.org/W2563114639","https://openalex.org/W2563584655","https://openalex.org/W2590381811","https://openalex.org/W2614563231","https://openalex.org/W2625198283","https://openalex.org/W2626087092","https://openalex.org/W2742429324","https://openalex.org/W2754584478","https://openalex.org/W2762345162","https://openalex.org/W2766485183","https://openalex.org/W2771050870","https://openalex.org/W2779955274","https://openalex.org/W2791890806","https://openalex.org/W2884438462","https://openalex.org/W2896982871","https://openalex.org/W2903662845","https://openalex.org/W2910158206","https://openalex.org/W2913626880","https://openalex.org/W2913907900","https://openalex.org/W2921592755","https://openalex.org/W2922242928","https://openalex.org/W2924247374","https://openalex.org/W2947795653","https://openalex.org/W2954192867","https://openalex.org/W3007045993","https://openalex.org/W3011328695","https://openalex.org/W3020049067","https://openalex.org/W3101137437","https://openalex.org/W3117926543","https://openalex.org/W3119068147","https://openalex.org/W3126185018","https://openalex.org/W3129074975","https://openalex.org/W3212720417","https://openalex.org/W6602924075","https://openalex.org/W6634812858","https://openalex.org/W6679037080","https://openalex.org/W6745549864","https://openalex.org/W6790358290","https://openalex.org/W7023640682","https://openalex.org/W7023837316","https://openalex.org/W7071616277"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W2114654021","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2404757046","https://openalex.org/W2044184146","https://openalex.org/W2350298624"],"abstract_inverted_index":{"Advances":[0],"in":[1,194],"proximal":[2],"hyperspectral":[3],"sensing":[4,31],"tools,":[5],"chemometric":[6],"techniques,":[7],"and":[8,36,47,74,86,100,120,125,150,153,182,197,215,231],"data-driven":[9],"modeling":[10],"have":[11],"enhanced":[12],"precision":[13],"irrigation":[14,107,142,151,174,238],"management":[15],"by":[16],"facilitating":[17],"the":[18,27,61,89,97,105,112,141,148,161,167,177,186,190,195,201,204,211,229],"monitoring":[19,60],"of":[20,29,79,88,111,160,166,203,213,233],"several":[21],"plant":[22,98,168,192],"traits.":[23],"This":[24],"study":[25],"investigated":[26],"performance":[28],"remote":[30],"indices":[32,101,113,162,218],"derived":[33],"from":[34],"thermal":[35,214],"red-green-blue":[37],"(RGB)":[38],"images":[39],"combined":[40],"with":[41,54,117,130,200,219],"stepwise":[42],"multiple":[43],"linear":[44],"regression":[45],"(SMLR)":[46],"an":[48],"integrated":[49],"adaptive":[50],"neuro-fuzzy":[51],"inference":[52],"system":[53],"a":[55,224],"genetic":[56],"algorithm":[57],"(ANFIS-GA)":[58],"for":[59,137,144,172,189,208,227],"biomass":[62,66,70],"fresh":[63],"weight":[64,68],"(BFW),":[65],"dry":[67],"(BDW),":[69],"water":[71],"content":[72],"(BWC),":[73],"total":[75],"tuber":[76],"yield":[77],"(TTY)":[78],"two":[80,178],"potato":[81,234],"varieties":[82,149],"under":[83,236],"100%,":[84],"75%,":[85],"50%":[87],"estimated":[90],"crop":[91],"evapotranspiration":[92],"(ETc).":[93],"Results":[94],"showed":[95],"that":[96],"traits":[99,169,193],"varied":[102],"significantly":[103],"between":[104],"three":[106],"regimes.":[108,239],"Furthermore,":[109],"all":[110,155],"exhibited":[114],"strong":[115],"relationships":[116,129],"BFW,":[118],"CWC,":[119],"TTY":[121],"(R2":[122,132],"=":[123,133],"0.80\u20130.92)":[124],"moderate":[126],"to":[127],"weak":[128],"BDW":[131],"0.25\u20130.65)":[134],"when":[135,170],"considered":[136,171],"each":[138,145,173],"variety":[139],"across":[140,147,154,176],"regimes,":[143,152],"season":[146],"data":[156],"combined,":[157],"but":[158],"none":[159],"successfully":[163],"assessed":[164],"any":[165],"regime":[175],"varieties.":[179],"The":[180],"SMLR":[181,205],"ANFIS-GA":[183,220],"models":[184,221],"gave":[185],"best":[187],"predictions":[188],"four":[191],"calibration":[196],"testing":[198,206],"stages,":[199],"exception":[202],"model":[207],"BDW.":[209],"Thus,":[210],"use":[212],"RGB":[216],"imaging":[217],"could":[222],"be":[223],"practical":[225],"tool":[226],"managing":[228],"growth":[230],"production":[232],"crops":[235],"deficit":[237]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-05-10T00:00:00"}
