{"id":"https://openalex.org/W4280567322","doi":"https://doi.org/10.3390/rs14102312","title":"Comparative Analysis of the Sensitivity of SAR Data in C and L Bands for the Detection of Irrigation Events","display_name":"Comparative Analysis of the Sensitivity of SAR Data in C and L Bands for the Detection of Irrigation Events","publication_year":2022,"publication_date":"2022-05-11","ids":{"openalex":"https://openalex.org/W4280567322","doi":"https://doi.org/10.3390/rs14102312"},"language":"en","primary_location":{"id":"doi:10.3390/rs14102312","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14102312","pdf_url":"https://www.mdpi.com/2072-4292/14/10/2312/pdf?version=1652247480","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/2072-4292/14/10/2312/pdf?version=1652247480","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035101441","display_name":"Hassan Bazzi","orcid":"https://orcid.org/0000-0002-5510-1832"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I22248866","display_name":"AgroParisTech","ror":"https://ror.org/02kbmgc12","country_code":"FR","type":"education","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hassan Bazzi","raw_affiliation_strings":["INRAE, UMR TETIS, University of Montpellier, AgroParisTech, 500 Rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR TETIS, University of Montpellier, AgroParisTech, 500 Rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France","institution_ids":["https://openalex.org/I22248866","https://openalex.org/I4387153996","https://openalex.org/I4210088668","https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005595654","display_name":"Nicolas Baghdadi","orcid":"https://orcid.org/0000-0002-9461-4120"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I22248866","display_name":"AgroParisTech","ror":"https://ror.org/02kbmgc12","country_code":"FR","type":"education","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":null,"type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Baghdadi","raw_affiliation_strings":["INRAE, UMR TETIS, University of Montpellier, AgroParisTech, 500 Rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR TETIS, University of Montpellier, AgroParisTech, 500 Rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France","institution_ids":["https://openalex.org/I22248866","https://openalex.org/I4387153996","https://openalex.org/I4210088668","https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076124591","display_name":"Fran\u00e7oise Ruget","orcid":null},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I22248866","display_name":"AgroParisTech","ror":"https://ror.org/02kbmgc12","country_code":"FR","type":"education","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210112109","display_name":"Gestion de l'Eau, Acteurs, Usages","ror":"https://ror.org/020g0rw41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I22248866","https://openalex.org/I24906876","https://openalex.org/I277688954","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210112109","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210158893","https://openalex.org/I4210166444","https://openalex.org/I4399657933"]},{"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/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Charron","raw_affiliation_strings":["University of Montpellier, G-EAU Unit, AgroParisTech, CIRAD, INRAE, Institut Agro, IRD, Domaine du Merle, 13300 Salon de Provence, France"],"affiliations":[{"raw_affiliation_string":"University of Montpellier, G-EAU Unit, AgroParisTech, CIRAD, INRAE, Institut Agro, IRD, Domaine du Merle, 13300 Salon de Provence, France","institution_ids":["https://openalex.org/I24906876","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I4210088668","https://openalex.org/I4210112109","https://openalex.org/I19894307","https://openalex.org/I4210166444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028242808","display_name":"Mehrez Zribi","orcid":"https://orcid.org/0000-0001-6141-8222"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"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/I134560555","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","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/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mehrez Zribi","raw_affiliation_strings":["CESBIO, Universit\u00e9 de Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Av. Edouard Belin, bpi 2801, CEDEX 9, 31401 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"CESBIO, Universit\u00e9 de Toulouse, CNES/CNRS/INRAE/IRD/UPS, 18 Av. Edouard Belin, bpi 2801, CEDEX 9, 31401 Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210100083","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I4210088668","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035101441"],"corresponding_institution_ids":["https://openalex.org/I19894307","https://openalex.org/I22248866","https://openalex.org/I4210088668","https://openalex.org/I4387153996"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.192,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.74387781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"14","issue":"10","first_page":"2312","last_page":"2312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9980999827384949,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.8192813396453857},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.7133532166481018},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6796265244483948},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6140168309211731},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6055293679237366},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5266884565353394},{"id":"https://openalex.org/keywords/grassland","display_name":"Grassland","score":0.4470413327217102},{"id":"https://openalex.org/keywords/c-band","display_name":"C band","score":0.43003934621810913},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2793830335140228},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.1734691560268402},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.13853690028190613}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.8192813396453857},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.7133532166481018},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6796265244483948},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6140168309211731},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6055293679237366},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5266884565353394},{"id":"https://openalex.org/C2775835988","wikidata":"https://www.wikidata.org/wiki/Q1006733","display_name":"Grassland","level":2,"score":0.4470413327217102},{"id":"https://openalex.org/C63944557","wikidata":"https://www.wikidata.org/wiki/Q27786604","display_name":"C band","level":2,"score":0.43003934621810913},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2793830335140228},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.1734691560268402},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.13853690028190613},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14102312","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14102312","pdf_url":"https://www.mdpi.com/2072-4292/14/10/2312/pdf?version=1652247480","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-03685676v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-03685676","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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, 2022, 14 (10), pp.2312. ⟨10.3390/rs14102312⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:7a2c46a0160142e59415041899c3f0df","is_oa":true,"landing_page_url":"https://doaj.org/article/7a2c46a0160142e59415041899c3f0df","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 10, p 2312 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/10/2312/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14102312","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 14; Issue 10; Pages: 2312","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14102312","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14102312","pdf_url":"https://www.mdpi.com/2072-4292/14/10/2312/pdf?version=1652247480","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":0.8500000238418579,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280567322.pdf","grobid_xml":"https://content.openalex.org/works/W4280567322.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1520715422","https://openalex.org/W1988128726","https://openalex.org/W1991367406","https://openalex.org/W1997512381","https://openalex.org/W2005358020","https://openalex.org/W2008780751","https://openalex.org/W2070189143","https://openalex.org/W2074288000","https://openalex.org/W2082403237","https://openalex.org/W2090852128","https://openalex.org/W2101259152","https://openalex.org/W2124411746","https://openalex.org/W2126087248","https://openalex.org/W2155289042","https://openalex.org/W2160982437","https://openalex.org/W2228578885","https://openalex.org/W2740036050","https://openalex.org/W2753979338","https://openalex.org/W2773793494","https://openalex.org/W2889759488","https://openalex.org/W2892974719","https://openalex.org/W2906106297","https://openalex.org/W2911231547","https://openalex.org/W2955900671","https://openalex.org/W2966647365","https://openalex.org/W2975857752","https://openalex.org/W2999796608","https://openalex.org/W3023175328","https://openalex.org/W3049736050","https://openalex.org/W3080106763","https://openalex.org/W3083137149","https://openalex.org/W3087555980","https://openalex.org/W3111272311","https://openalex.org/W3169146340","https://openalex.org/W3172988554","https://openalex.org/W3207413033","https://openalex.org/W6631984659","https://openalex.org/W6741881634","https://openalex.org/W6782574230"],"related_works":["https://openalex.org/W2167226100","https://openalex.org/W1995803540","https://openalex.org/W1999573859","https://openalex.org/W2171529411","https://openalex.org/W2146735319","https://openalex.org/W2038647015","https://openalex.org/W4386631163","https://openalex.org/W2100277028","https://openalex.org/W3004429402","https://openalex.org/W1999329239"],"abstract_inverted_index":{"Comprehensive":[0],"knowledge":[1],"about":[2],"irrigation":[3,30,82,115,167,193,206,299,367],"timing":[4],"is":[5,149],"crucial":[6],"for":[7,26,127,261,298,351,366],"water":[8],"resource":[9],"management.":[10],"This":[11],"paper":[12],"presents":[13],"a":[14,77,254,330],"comparative":[15],"analysis":[16,33,124,267],"between":[17,101,188,257],"C-":[18],"and":[19,47,81,91,109,138,165,192,221,259,290,337,355,359],"L-band":[20,49,270],"Synthetic":[21],"Aperture":[22],"Radar":[23],"(SAR)":[24],"data":[25,40],"the":[27,43,52,62,89,98,102,105,110,113,119,131,147,154,161,166,178,182,185,189,202,211,223,233,236,240,245,250,269,275,281,286,291,302,316,321,327,342,349,353,370],"detection":[28,300,368],"of":[29,65,79,104,112,130,181,235,268,285,326,341],"events.":[31,83],"The":[32,68,84,141,172,305],"was":[34,73,125],"performed":[35,126],"using":[36],"C-band":[37,70,155,203],"time":[38,71,99,186,336],"series":[39,72],"derived":[41],"from":[42,51],"Sentinel-1":[44],"(S1)":[45],"satellite":[46],"two":[48],"images":[50],"PALSAR-2":[53],"(ALOS-2)":[54],"sensor":[55],"acquired":[56,106],"over":[57,308],"irrigated":[58],"grassland":[59],"plots":[60],"in":[61,87,239,323,332],"Crau":[63],"plain":[64],"southeast":[66],"France.":[67],"S1":[69,190],"first":[74],"analyzed":[75],"as":[76,373],"function":[78],"rainfall":[80],"backscattering":[85,271],"coefficients":[86],"both":[88,352],"L":[90,276,356],"C":[92,224,251,303,354],"bands":[93,357],"were":[94],"then":[95],"compared":[96],"to":[97,160,177,205,232,244,280,345,362,378],"difference":[100,187],"date":[103,111],"SAR":[107,120],"image":[108,191],"last":[114],"event":[116,194],"occurring":[117],"before":[118],"acquisition":[121],"(\u0394t).":[122],"Sensitivity":[123],"2":[128],"classes":[129],"Normalized":[132],"Difference":[133],"Vegetation":[134],"Index":[135],"(NDVI":[136,152,200],"\u22640.7":[137],"NDVI":[139,262],">0.7).":[140],"main":[142],"results":[143],"showed":[144],"that":[145,274],"when":[146,184],"vegetation":[148,198,287,292],"moderately":[150],"developed":[151],"\u22640.7),":[153],"temporal":[156],"variation":[157],"remains":[158,278],"sensitive":[159,279],"soil":[162,183,237,282,333,346,379],"moisture":[163,283,334,380],"dynamics":[164],"events":[168,207],"could":[169],"be":[170,363],"detected.":[171],"C-VV":[173,258],"signal":[174,307,344],"decreases":[175],"due":[176,231],"drying":[179],"out":[180],"increases.":[195],"For":[196,214],"well-developed":[197,215],"cover":[199,288],">0.7),":[201],"sensitivity":[204,340,377],"becomes":[208],"dependent":[209],"on":[210],"crop":[212],"type.":[213],"Gramineae":[216,309],"grass":[217,247,310,313],"with":[218,229,320,335],"longs":[219],"stalks":[220],"seedheads,":[222],"band":[225,252,277],"shows":[226,253,273,315],"no":[227],"correlation":[228],"\u0394t":[230,260],"absence":[234],"contribution":[238],"backscattered":[241],"signal,":[242],"contrary":[243],"legume":[246,312],"type,":[248],"where":[249],"good":[255],"correspondence":[256],">":[263],"0.7.":[264],"In":[265],"contrast,":[266],"coefficient":[272],"regardless":[284,325],"development":[289],"characteristics,":[293],"thus":[294,338],"being":[295],"more":[296,364],"suitable":[297],"than":[301,369],"band.":[304],"L-HH":[306],"or":[311],"types":[314],"same":[317],"decreasing":[318],"pattern":[319],"increase":[322],"\u0394t,":[324],"NDVI-values,":[328],"presenting":[329],"decrease":[331],"high":[339],"radar":[343],"parameters.":[347],"Finally,":[348],"co-polarizations":[350],"(L-HH":[358],"C-VV)":[360],"tend":[361],"adequate":[365],"HV":[371],"cross-polarization,":[372],"they":[374],"show":[375],"higher":[376],"values.":[381]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-05-22T00:00:00"}