{"id":"https://openalex.org/W2912388392","doi":"https://doi.org/10.3390/rs11040373","title":"Combining Electrical Resistivity Tomography and Satellite Images for Improving Evapotranspiration Estimates of Citrus Orchards","display_name":"Combining Electrical Resistivity Tomography and Satellite Images for Improving Evapotranspiration Estimates of Citrus Orchards","publication_year":2019,"publication_date":"2019-02-13","ids":{"openalex":"https://openalex.org/W2912388392","doi":"https://doi.org/10.3390/rs11040373","mag":"2912388392"},"language":"en","primary_location":{"id":"doi:10.3390/rs11040373","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040373","pdf_url":"https://www.mdpi.com/2072-4292/11/4/373/pdf?version=1550138299","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/2072-4292/11/4/373/pdf?version=1550138299","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056588378","display_name":"Daniela Vanella","orcid":"https://orcid.org/0000-0003-1175-6754"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniela Vanella","raw_affiliation_strings":["Dipartimento di Agricoltura, Alimentazione, Ambiente (Di3A), Universit\u00e0 degli Studi di Catania, Via S. Sofia, 100\u201395123 Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Agricoltura, Alimentazione, Ambiente (Di3A), Universit\u00e0 degli Studi di Catania, Via S. Sofia, 100\u201395123 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056345921","display_name":"Juan Miguel Ram\u00edrez-Cuesta","orcid":"https://orcid.org/0000-0001-9459-9912"},"institutions":[{"id":"https://openalex.org/I4210103709","display_name":"Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura","ror":"https://ror.org/01fah6g03","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210103709"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan Miguel Ram\u00edrez-Cuesta","raw_affiliation_strings":["Dpto. Riego, Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura (CEBAS-CSIC), P.O. Box 164, 30100 Murcia, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto. Riego, Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura (CEBAS-CSIC), P.O. Box 164, 30100 Murcia, Spain","institution_ids":["https://openalex.org/I4210103709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063449544","display_name":"Diego S. Intrigliolo","orcid":"https://orcid.org/0000-0001-5368-5478"},"institutions":[{"id":"https://openalex.org/I4210103709","display_name":"Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura","ror":"https://ror.org/01fah6g03","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210103709"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego S. Intrigliolo","raw_affiliation_strings":["Dpto. Riego, Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura (CEBAS-CSIC), P.O. Box 164, 30100 Murcia, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto. Riego, Centro de Edafolog\u00eda y Biolog\u00eda Aplicada del Segura (CEBAS-CSIC), P.O. Box 164, 30100 Murcia, Spain","institution_ids":["https://openalex.org/I4210103709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029326619","display_name":"Simona Consoli","orcid":"https://orcid.org/0000-0003-1100-654X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simona Consoli","raw_affiliation_strings":["Dipartimento di Agricoltura, Alimentazione, Ambiente (Di3A), Universit\u00e0 degli Studi di Catania, Via S. Sofia, 100\u201395123 Catania, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Agricoltura, Alimentazione, Ambiente (Di3A), Universit\u00e0 degli Studi di Catania, Via S. Sofia, 100\u201395123 Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056345921"],"corresponding_institution_ids":["https://openalex.org/I4210103709"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5129,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.87584866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"373","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9991999864578247,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9987999796867371,"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.7538110017776489},{"id":"https://openalex.org/keywords/eddy-covariance","display_name":"Eddy covariance","score":0.7237129211425781},{"id":"https://openalex.org/keywords/electrical-resistivity-tomography","display_name":"Electrical resistivity tomography","score":0.7220523953437805},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6363308429718018},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5553681254386902},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.5143900513648987},{"id":"https://openalex.org/keywords/crop-coefficient","display_name":"Crop coefficient","score":0.5112473964691162},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.44764870405197144},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.44449177384376526},{"id":"https://openalex.org/keywords/electrical-resistivity-and-conductivity","display_name":"Electrical resistivity and conductivity","score":0.3034130334854126},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21057823300361633},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.11102995276451111},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.09557333588600159},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.08098021149635315}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.7538110017776489},{"id":"https://openalex.org/C35187779","wikidata":"https://www.wikidata.org/wiki/Q5336709","display_name":"Eddy covariance","level":3,"score":0.7237129211425781},{"id":"https://openalex.org/C60591178","wikidata":"https://www.wikidata.org/wiki/Q488986","display_name":"Electrical resistivity tomography","level":3,"score":0.7220523953437805},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6363308429718018},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5553681254386902},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.5143900513648987},{"id":"https://openalex.org/C72551326","wikidata":"https://www.wikidata.org/wiki/Q5187947","display_name":"Crop coefficient","level":3,"score":0.5112473964691162},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.44764870405197144},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44449177384376526},{"id":"https://openalex.org/C69990965","wikidata":"https://www.wikidata.org/wiki/Q65402698","display_name":"Electrical resistivity and conductivity","level":2,"score":0.3034130334854126},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21057823300361633},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.11102995276451111},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.09557333588600159},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.08098021149635315},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11040373","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040373","pdf_url":"https://www.mdpi.com/2072-4292/11/4/373/pdf?version=1550138299","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:digital.csic.es:10261/176157","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/176157","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"art\u00edculo"},{"id":"pmh:oai:doaj.org/article:ad58c7e5551a47bcae022b073ec2188a","is_oa":true,"landing_page_url":"https://doaj.org/article/ad58c7e5551a47bcae022b073ec2188a","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 11, Iss 4, p 373 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/4/373/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11040373","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 11; Issue 4; Pages: 373","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11040373","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11040373","pdf_url":"https://www.mdpi.com/2072-4292/11/4/373/pdf?version=1550138299","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":0.6499999761581421,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G1834600421","display_name":null,"funder_award_id":"ND","funder_id":"https://openalex.org/F4320314162","funder_display_name":"Joint Programming Initiative Water challenges for a changing world"}],"funders":[{"id":"https://openalex.org/F4320314162","display_name":"Joint Programming Initiative Water challenges for a changing world","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912388392.pdf","grobid_xml":"https://content.openalex.org/works/W2912388392.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W184755470","https://openalex.org/W590772133","https://openalex.org/W1490789150","https://openalex.org/W1964217023","https://openalex.org/W1972206813","https://openalex.org/W1980975307","https://openalex.org/W1994421568","https://openalex.org/W1996312127","https://openalex.org/W2007691271","https://openalex.org/W2010698320","https://openalex.org/W2016237380","https://openalex.org/W2021585135","https://openalex.org/W2022376128","https://openalex.org/W2040417533","https://openalex.org/W2044393873","https://openalex.org/W2046021450","https://openalex.org/W2046869778","https://openalex.org/W2048478594","https://openalex.org/W2057901900","https://openalex.org/W2063422859","https://openalex.org/W2068440278","https://openalex.org/W2070359317","https://openalex.org/W2081712988","https://openalex.org/W2085250887","https://openalex.org/W2091164521","https://openalex.org/W2096409528","https://openalex.org/W2116378430","https://openalex.org/W2117324426","https://openalex.org/W2122534397","https://openalex.org/W2125840292","https://openalex.org/W2155096269","https://openalex.org/W2163606831","https://openalex.org/W2233740707","https://openalex.org/W2237323554","https://openalex.org/W2556519730","https://openalex.org/W2567668840","https://openalex.org/W2591567674","https://openalex.org/W2594405584","https://openalex.org/W2635447755","https://openalex.org/W2768756756","https://openalex.org/W2770947207","https://openalex.org/W2781475798","https://openalex.org/W2885897907"],"related_works":["https://openalex.org/W2361530185","https://openalex.org/W4247922672","https://openalex.org/W3158180912","https://openalex.org/W4390762142","https://openalex.org/W4221005137","https://openalex.org/W2052098162","https://openalex.org/W2866131489","https://openalex.org/W4281393431","https://openalex.org/W2741578294","https://openalex.org/W2392989395"],"abstract_inverted_index":{"An":[0],"adjusted":[1],"satellite-based":[2],"model":[3],"was":[4,70,205],"proposed":[5],"with":[6,137],"the":[7,41,67,74,91,98,102,106,120,138,149,195,201,213],"aim":[8],"of":[9,40,66,161,216],"improving":[10,234],"spatially":[11,61],"distributed":[12],"evapotranspiration":[13],"(ET)":[14],"estimates":[15,129],"under":[16,175,189,238],"plant":[17],"water":[18,99,179,191,202,227],"stress":[19,203],"conditions.":[20,193,241],"Remote":[21],"sensing":[22],"data":[23],"and":[24,80,96,157,163,199],"near":[25],"surface":[26,104],"geophysics":[27],"information,":[28],"using":[29,119],"electrical":[30],"resistivity":[31],"tomography":[32],"(ERT),":[33],"were":[34,52,131],"used":[35,53],"in":[36],"a":[37,209],"revised":[38],"version":[39],"original":[42,139],"dual":[43,107,140],"crop":[44],"coefficient":[45,204],"(Kc)":[46],"FAO-56":[47,109,142],"approach.":[48,110],"Sentinel":[49],"2-A":[50],"imagery":[51],"to":[54,88,166,185],"compute":[55],"vegetation":[56],"indices":[57],"(VIs)":[58],"required":[59],"for":[60,72,152,212,225,233],"estimating":[62],"ET.":[63],"The":[64,84,218],"potentiality":[65],"ERT":[68],"technique":[69],"exploited":[71],"tracking":[73],"soil":[75,103,145,190,226],"wetting":[76],"distribution":[77],"patterns":[78],"during":[79],"after":[81],"irrigation":[82,214,240],"phases.":[83],"ERT-derived":[85],"information":[86],"helped":[87],"accurately":[89],"estimate":[90],"wet":[92],"exposed":[93],"fraction":[94],"(few)":[95],"therefore":[97],"evaporated":[100],"from":[101],"into":[105],"Kc":[108,141],"Results,":[111],"validated":[112],"by":[113],"site-specific":[114],"ET":[115,128,174,187,235],"measurements":[116],"(ETEC)":[117],"obtained":[118,219],"eddy":[121],"covariance":[122],"(EC)":[123],"technique,":[124],"showed":[125,159],"that":[126],"ERT-adjusted":[127],"(ETERT)":[130],"considerably":[132],"reduced":[133],"(15%)":[134],"when":[135],"compared":[136,165],"approach":[143],"(ETFAO),":[144],"evaporation":[146],"overestimation":[147],"being":[148],"main":[150],"reason":[151],"these":[153],"discrepancies.":[154],"Nevertheless,":[155],"ETFAO":[156],"ETERT":[158],"overestimations":[160],"64%":[162],"40%":[164],"ETEC.":[167],"This":[168],"is":[169,183],"because":[170],"both":[171],"approaches":[172],"determine":[173,186],"standard":[176],"conditions":[177],"without":[178],"limitation,":[180],"whereas":[181],"EC":[182],"able":[184],"even":[188],"deficit":[192],"From":[194],"comparison":[196],"between":[197],"ETEC":[198],"ETERT,":[200],"experimentally":[206],"derived,":[207],"reaching":[208],"mean":[210],"value":[211],"season":[215],"0.74.":[217],"results":[220],"highlight":[221],"how":[222],"new":[223],"technologies":[224],"status":[228],"monitoring":[229],"can":[230],"be":[231],"incorporated":[232],"estimations,":[236],"particularly":[237],"drip":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
