{"id":"https://openalex.org/W2017532472","doi":"https://doi.org/10.1109/igarss.2015.7325901","title":"Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia","display_name":"Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2017532472","doi":"https://doi.org/10.1109/igarss.2015.7325901","mag":"2017532472"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2015.7325901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2015.7325901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075555774","display_name":"Matthew F. McCabe","orcid":"https://orcid.org/0000-0002-1279-5272"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Matthew F McCabe","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012845214","display_name":"Rasmus Houborg","orcid":"https://orcid.org/0000-0002-3604-0747"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Rasmus Houborg","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042355480","display_name":"Jorge Rosas","orcid":"https://orcid.org/0000-0003-1288-2031"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Jorge Rosas","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000194583","display_name":"A. Ershadi","orcid":"https://orcid.org/0000-0002-8885-1947"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ali Ershadi","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082926470","display_name":"Martha C. Anderson","orcid":"https://orcid.org/0000-0003-0748-5525"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha Anderson","raw_affiliation_strings":["USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA","USDA-ARS Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS, Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA","institution_ids":["https://openalex.org/I1312222531"]},{"raw_affiliation_string":"USDA-ARS Hydrology and Remote Sensing Laboratory, Beltsville, MD, USA#TAB#","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072480434","display_name":"Christopher Hain","orcid":"https://orcid.org/0000-0002-0093-6816"},"institutions":[{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Hain","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA","Earth System Science Interdisciplinary Center University of Maryland College Park MD USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"raw_affiliation_string":"Earth System Science Interdisciplinary Center University of Maryland College Park MD USA","institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06851016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"862","last_page":"865"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.7281243801116943},{"id":"https://openalex.org/keywords/groundwater","display_name":"Groundwater","score":0.5663965940475464},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"Agricultural productivity","score":0.537005603313446},{"id":"https://openalex.org/keywords/farm-water","display_name":"Farm water","score":0.5231141448020935},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5062369704246521},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.49899792671203613},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.47713160514831543},{"id":"https://openalex.org/keywords/water-use","display_name":"Water use","score":0.46929389238357544},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4585987329483032},{"id":"https://openalex.org/keywords/food-security","display_name":"Food security","score":0.4523211717605591},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.40216004848480225},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.3736461400985718},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23953115940093994},{"id":"https://openalex.org/keywords/water-conservation","display_name":"Water conservation","score":0.23098567128181458},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15885642170906067},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15176600217819214},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07479450106620789}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7281243801116943},{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.5663965940475464},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.537005603313446},{"id":"https://openalex.org/C176205827","wikidata":"https://www.wikidata.org/wiki/Q5435593","display_name":"Farm water","level":4,"score":0.5231141448020935},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5062369704246521},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.49899792671203613},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.47713160514831543},{"id":"https://openalex.org/C149207113","wikidata":"https://www.wikidata.org/wiki/Q26534","display_name":"Water use","level":2,"score":0.46929389238357544},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4585987329483032},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.4523211717605591},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40216004848480225},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3736461400985718},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23953115940093994},{"id":"https://openalex.org/C110158866","wikidata":"https://www.wikidata.org/wiki/Q1462136","display_name":"Water conservation","level":3,"score":0.23098567128181458},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15885642170906067},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15176600217819214},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07479450106620789},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2015.7325901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2015.7325901","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/621292","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/621292","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1483093516","https://openalex.org/W1968508976","https://openalex.org/W1982627164","https://openalex.org/W1991089357","https://openalex.org/W2008188833","https://openalex.org/W2008951229","https://openalex.org/W2016044589","https://openalex.org/W2026604111","https://openalex.org/W2036203979","https://openalex.org/W2041570083","https://openalex.org/W2074093876","https://openalex.org/W2090948918","https://openalex.org/W2104959842","https://openalex.org/W2119130463","https://openalex.org/W2126349297","https://openalex.org/W2138087725","https://openalex.org/W2148333466","https://openalex.org/W2153417899","https://openalex.org/W2159103275","https://openalex.org/W2166186402","https://openalex.org/W2168612962","https://openalex.org/W2173064161"],"related_works":["https://openalex.org/W2390770846","https://openalex.org/W3122296263","https://openalex.org/W3126366762","https://openalex.org/W1577157572","https://openalex.org/W2978601607","https://openalex.org/W2384073050","https://openalex.org/W3123816715","https://openalex.org/W1547680821","https://openalex.org/W2375274805","https://openalex.org/W1987864095"],"abstract_inverted_index":{"Over":[0],"the":[1,5,38,53,59,79,83,93,108,130],"last":[2],"few":[3],"decades,":[4],"Kingdom":[6,84],"of":[7,16,34,61,76,78,96,122,132],"Saudi":[8],"Arabia":[9],"(KSA)":[10],"has":[11,28,56],"witnessed":[12],"a":[13,32,46,62,126,145],"dramatic":[14],"expansion":[15],"its":[17],"agricultural":[18,87],"sector.":[19],"In":[20,129],"common":[21],"with":[22],"many":[23],"other":[24],"developing":[25],"countries,":[26],"this":[27,97],"been":[29],"driven":[30],"by":[31],"combination":[33],"population":[35],"increases":[36],"and":[37],"related":[39,138],"effects":[40],"on":[41,125],"consumption":[42],"as":[43,45,152],"well":[44],"demand":[47],"for":[48,147],"increased":[49],"food":[50],"security.":[51],"Inevitably,":[52],"sector":[54],"growth":[55],"come":[57],"at":[58,141],"expense":[60],"parallel":[63],"increase":[64],"in":[65,82],"water":[66,80,98,123,150],"consumption.":[67],"Indeed,":[68],"it":[69],"is":[70,91,99,112,118,156],"estimated":[71],"that":[72,92,116],"more":[73],"than":[74],"80%":[75],"all":[77],"used":[81],"relates":[85],"to":[86,134,139],"production.":[88],"More":[89],"concerning":[90],"vast":[94],"majority":[95],"derived":[100],"from":[101],"non-renewable":[102],"fossil":[103],"groundwater":[104,110],"extraction.":[105],"To":[106],"exacerbate":[107],"problem,":[109],"extraction":[111],"largely":[113],"unmonitored,":[114],"meaning":[115],"there":[117],"very":[119],"little":[120],"accounting":[121],"use":[124,151],"routine":[127],"basis.":[128],"absence":[131],"techniques":[133],"directly":[135],"quantify":[136],"abstractions":[137],"agriculture":[140],"large":[142],"spatial":[143],"scales,":[144],"mechanism":[146],"inferring":[148],"crop":[149],"an":[153],"indirect":[154],"surrogate":[155],"required.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
