{"id":"https://openalex.org/W3099164126","doi":"https://doi.org/10.3390/rs12223737","title":"Irrigation and Precipitation Hydrological Consistency with SMOS, SMAP, ESA-CCI, Copernicus SSM1km, and AMSR-2 Remotely Sensed Soil Moisture Products","display_name":"Irrigation and Precipitation Hydrological Consistency with SMOS, SMAP, ESA-CCI, Copernicus SSM1km, and AMSR-2 Remotely Sensed Soil Moisture Products","publication_year":2020,"publication_date":"2020-11-13","ids":{"openalex":"https://openalex.org/W3099164126","doi":"https://doi.org/10.3390/rs12223737","mag":"3099164126"},"language":"en","primary_location":{"id":"doi:10.3390/rs12223737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223737","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3737/pdf?version=1605603243","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/2072-4292/12/22/3737/pdf?version=1605603243","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058173732","display_name":"Nicola Paciolla","orcid":"https://orcid.org/0000-0003-4580-7505"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicola Paciolla","raw_affiliation_strings":["Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4580-7505","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013059945","display_name":"Chiara Corbari","orcid":"https://orcid.org/0000-0002-1490-3847"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Corbari","raw_affiliation_strings":["Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071791784","display_name":"Ahmad Al Bitar","orcid":"https://orcid.org/0000-0002-1756-1096"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmad Al Bitar","raw_affiliation_strings":["CESBIO, CNES, CNRS, IRD, University of Toulouse, 18 avenue Edouard Belin, BPI 2801, CEDEX 9, 31401 Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESBIO, CNES, CNRS, IRD, University of Toulouse, 18 avenue Edouard Belin, BPI 2801, CEDEX 9, 31401 Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210100083","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052647280","display_name":"Yann H. Kerr","orcid":"https://orcid.org/0000-0001-6352-1717"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Kerr","raw_affiliation_strings":["CESBIO, CNES, CNRS, IRD, University of Toulouse, 18 avenue Edouard Belin, BPI 2801, CEDEX 9, 31401 Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0001-6352-1717","affiliations":[{"raw_affiliation_string":"CESBIO, CNES, CNRS, IRD, University of Toulouse, 18 avenue Edouard Belin, BPI 2801, CEDEX 9, 31401 Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210100083","https://openalex.org/I4210166444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108556019","display_name":"Marco Mancini","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Mancini","raw_affiliation_strings":["Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering (DICA), Polytechnic University of Milan, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058173732"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.0536,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.72368577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"12","issue":"22","first_page":"3737","last_page":"3737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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":1.0,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/environmental-science","display_name":"Environmental science","score":0.8086913824081421},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.6734045743942261},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6486039161682129},{"id":"https://openalex.org/keywords/radiometer","display_name":"Radiometer","score":0.551750659942627},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5085409879684448},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4531340003013611},{"id":"https://openalex.org/keywords/irrigation-scheduling","display_name":"Irrigation scheduling","score":0.4407976269721985},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2921133041381836},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.27966630458831787},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.1130933165550232},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09190317988395691},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06253182888031006}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.8086913824081421},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.6734045743942261},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6486039161682129},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.551750659942627},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5085409879684448},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4531340003013611},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.4407976269721985},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2921133041381836},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.27966630458831787},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.1130933165550232},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09190317988395691},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06253182888031006},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12223737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223737","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3737/pdf?version=1605603243","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:HAL:hal-03133292v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03133292","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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, 2020, 12 (22), pp.3737. &#x27E8;10.3390/rs12223737&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/22/3737/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12223737","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 12; Issue 22; Pages: 3737","raw_type":"Text"},{"id":"pmh:oai:re.public.polimi.it:11311/1156303","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1156303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs12223737","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12223737","pdf_url":"https://www.mdpi.com/2072-4292/12/22/3737/pdf?version=1605603243","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":0.4699999988079071,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3099164126.pdf","grobid_xml":"https://content.openalex.org/works/W3099164126.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W19894620","https://openalex.org/W1804767547","https://openalex.org/W1931431119","https://openalex.org/W1972392924","https://openalex.org/W1987592653","https://openalex.org/W2003578656","https://openalex.org/W2007285204","https://openalex.org/W2012968254","https://openalex.org/W2015066808","https://openalex.org/W2018318189","https://openalex.org/W2020004539","https://openalex.org/W2050498844","https://openalex.org/W2090948918","https://openalex.org/W2097483230","https://openalex.org/W2116428100","https://openalex.org/W2128410490","https://openalex.org/W2134523068","https://openalex.org/W2136852425","https://openalex.org/W2141219203","https://openalex.org/W2144137496","https://openalex.org/W2151593676","https://openalex.org/W2167731682","https://openalex.org/W2167962096","https://openalex.org/W2171344603","https://openalex.org/W2171453807","https://openalex.org/W2247062920","https://openalex.org/W2348428089","https://openalex.org/W2499781984","https://openalex.org/W2558427190","https://openalex.org/W2582059183","https://openalex.org/W2582566895","https://openalex.org/W2586443140","https://openalex.org/W2598395549","https://openalex.org/W2620630712","https://openalex.org/W2737609272","https://openalex.org/W2759163218","https://openalex.org/W2770849281","https://openalex.org/W2775310052","https://openalex.org/W2780496495","https://openalex.org/W2790834294","https://openalex.org/W2796168650","https://openalex.org/W2804273873","https://openalex.org/W2810767109","https://openalex.org/W2886280815","https://openalex.org/W2890649118","https://openalex.org/W2898085442","https://openalex.org/W2916889011","https://openalex.org/W2939589477","https://openalex.org/W2998799214","https://openalex.org/W3023439803","https://openalex.org/W6638421576","https://openalex.org/W6663357027","https://openalex.org/W6754365064","https://openalex.org/W6761712408"],"related_works":["https://openalex.org/W3137023317","https://openalex.org/W2344470585","https://openalex.org/W2370315413","https://openalex.org/W4230647136","https://openalex.org/W2907727737","https://openalex.org/W2324646006","https://openalex.org/W2890436230","https://openalex.org/W3127674161","https://openalex.org/W1964035568","https://openalex.org/W2465080911"],"abstract_inverted_index":{"Numerous":[0],"Surface":[1],"Soil":[2,45,50],"Moisture":[3,46,51],"(SSM)":[4],"products":[5,25,74],"are":[6,139],"available":[7],"from":[8],"remote":[9],"sensing,":[10],"encompassing":[11],"different":[12,42],"spatial,":[13],"temporal,":[14],"and":[15,18,39,66,85,105,128,166],"radiometric":[16],"resolutions":[17],"retrieval":[19],"techniques.":[20],"Notwithstanding":[21],"this":[22,33],"variety,":[23],"all":[24],"should":[26],"be":[27],"coherent":[28],"with":[29,41,153],"water":[30],"inputs.":[31],"In":[32],"work,":[34],"we":[35],"have":[36,75],"cross-compared":[37],"precipitation":[38],"irrigation":[40,135,171],"SSM":[43,104,109,144],"products:":[44],"Ocean":[47],"Salinity":[48],"(SMOS),":[49],"Active":[52],"Passive":[53],"(SMAP),":[54],"European":[55],"Space":[56],"Agency":[57],"(ESA)":[58],"Climate":[59],"Change":[60],"Initiative":[61],"(ESA-CCI)":[62],"products,":[63],"Copernicus":[64],"SSM1km,":[65],"Advanced":[67],"Microwave":[68],"Scanning":[69],"Radiometer":[70],"2":[71],"(AMSR2).":[72],"The":[73],"been":[76],"analyzed":[77],"over":[78],"two":[79],"agricultural":[80],"sites":[81],"in":[82,162,169],"Italy":[83],"(Chiese":[84],"Capitanata":[86],"Irrigation":[87],"Consortia).":[88],"A":[89],"Hydrological":[90],"Consistency":[91],"Index":[92],"(HCI)":[93],"is":[94,110,117],"proposed":[95],"as":[96,141],"a":[97,112,149],"means":[98],"to":[99,120],"measure":[100],"the":[101,121,125,129,134,154,163,170],"coherency":[102],"between":[103],"precipitation/irrigation.":[106],"Any":[107],"time":[108],"available,":[111],"positive":[113],"or":[114],"negative":[115],"consistency":[116],"recorded,":[118],"according":[119],"rainfall":[122],"registered":[123],"since":[124],"previous":[126],"measurement":[127],"increase/decrease":[130],"of":[131],"SSM.":[132],"During":[133],"season,":[136],"some":[137],"agreements":[138],"labeled":[140],"\u201cirrigation-driven\u201d.":[142],"No":[143],"dataset":[145],"stands":[146],"out":[147],"for":[148],"systematic":[150],"hydrological":[151],"coherence":[152],"rainfall.":[155],"Negative":[156],"consistencies":[157],"cluster":[158],"just":[159],"below":[160],"50%":[161],"non-irrigation":[164],"period":[165],"lose":[167],"20\u201330%":[168],"period.":[172],"Hybrid":[173],"datasets":[174],"perform":[175],"better":[176,187],"(+15\u201320%)":[177],"than":[178,190],"single-technology":[179],"measurements,":[180],"among":[181],"which":[182],"active":[183],"data":[184],"provide":[185],"slightly":[186],"results":[188],"(+5\u201310%)":[189],"passive":[191],"data.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2020-11-23T00:00:00"}
