{"id":"https://openalex.org/W4387450912","doi":"https://doi.org/10.3390/rs15194894","title":"Crop Water Productivity from Cloud-Based Landsat Helps Assess California\u2019s Water Savings","display_name":"Crop Water Productivity from Cloud-Based Landsat Helps Assess California\u2019s Water Savings","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4387450912","doi":"https://doi.org/10.3390/rs15194894"},"language":"en","primary_location":{"id":"doi:10.3390/rs15194894","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194894","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4894/pdf?version=1696866676","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/2072-4292/15/19/4894/pdf?version=1696866676","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077604524","display_name":"Daniel J. Foley","orcid":"https://orcid.org/0000-0002-2051-6325"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]},{"id":"https://openalex.org/I4210111045","display_name":"Astrogeology Science Center","ror":"https://ror.org/02623eb90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4210111045"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel Foley","raw_affiliation_strings":["U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA","institution_ids":["https://openalex.org/I4210111045","https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039070473","display_name":"Prasad S. Thenkabail","orcid":"https://orcid.org/0000-0002-2182-8822"},"institutions":[{"id":"https://openalex.org/I4210111045","display_name":"Astrogeology Science Center","ror":"https://ror.org/02623eb90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4210111045"]},{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasad Thenkabail","raw_affiliation_strings":["U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA","institution_ids":["https://openalex.org/I4210111045","https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044607141","display_name":"Adam Oliphant","orcid":"https://orcid.org/0000-0001-8622-7932"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]},{"id":"https://openalex.org/I4210111045","display_name":"Astrogeology Science Center","ror":"https://ror.org/02623eb90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4210111045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Oliphant","raw_affiliation_strings":["U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA","institution_ids":["https://openalex.org/I4210111045","https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007686008","display_name":"Itiya Aneece","orcid":"https://orcid.org/0000-0002-1201-5459"},"institutions":[{"id":"https://openalex.org/I4210111045","display_name":"Astrogeology Science Center","ror":"https://ror.org/02623eb90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4210111045"]},{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Itiya Aneece","raw_affiliation_strings":["U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA","institution_ids":["https://openalex.org/I4210111045","https://openalex.org/I1286329397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014096050","display_name":"Pardhasaradhi Teluguntla","orcid":"https://orcid.org/0000-0001-8060-9841"},"institutions":[{"id":"https://openalex.org/I2800713631","display_name":"NASA Research Park","ror":"https://ror.org/04hccab49","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I2800713631","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]},{"id":"https://openalex.org/I4210109616","display_name":"Bay Area Environmental Research Institute","ror":"https://ror.org/024tt5x58","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210109616"]},{"id":"https://openalex.org/I4210111045","display_name":"Astrogeology Science Center","ror":"https://ror.org/02623eb90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4210111045"]},{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pardhasaradhi Teluguntla","raw_affiliation_strings":["Bay Area Environmental Research Institute, NASA Ames Research Park, Building 18 Room 101, Moffett Field, CA 94035, USA","U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA"],"affiliations":[{"raw_affiliation_string":"Bay Area Environmental Research Institute, NASA Ames Research Park, Building 18 Room 101, Moffett Field, CA 94035, USA","institution_ids":["https://openalex.org/I2800713631","https://openalex.org/I4210109616","https://openalex.org/I1280536761"]},{"raw_affiliation_string":"U.S. Geological Survey, 2255 N. Gemini Rd., Flagstaff, ZA 86001, USA","institution_ids":["https://openalex.org/I4210111045","https://openalex.org/I1286329397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077604524"],"corresponding_institution_ids":["https://openalex.org/I1286329397","https://openalex.org/I4210111045"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.222,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83519663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"15","issue":"19","first_page":"4894","last_page":"4894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.9822999835014343,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7122208476066589},{"id":"https://openalex.org/keywords/water-use","display_name":"Water use","score":0.5682103633880615},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.5507503747940063},{"id":"https://openalex.org/keywords/arable-land","display_name":"Arable land","score":0.5107951164245605},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.49116823077201843},{"id":"https://openalex.org/keywords/farm-water","display_name":"Farm water","score":0.486698180437088},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.46319952607154846},{"id":"https://openalex.org/keywords/crop-coefficient","display_name":"Crop coefficient","score":0.4590020179748535},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.4546521008014679},{"id":"https://openalex.org/keywords/hectare","display_name":"Hectare","score":0.440967857837677},{"id":"https://openalex.org/keywords/crop-yield","display_name":"Crop yield","score":0.43333128094673157},{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.41413044929504395},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.41173070669174194},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3787292242050171},{"id":"https://openalex.org/keywords/water-conservation","display_name":"Water conservation","score":0.30844342708587646},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.2917025089263916},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.2168906033039093},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19412106275558472},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.09719526767730713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07000795006752014}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7122208476066589},{"id":"https://openalex.org/C149207113","wikidata":"https://www.wikidata.org/wiki/Q26534","display_name":"Water use","level":2,"score":0.5682103633880615},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5507503747940063},{"id":"https://openalex.org/C71762439","wikidata":"https://www.wikidata.org/wiki/Q843920","display_name":"Arable land","level":3,"score":0.5107951164245605},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.49116823077201843},{"id":"https://openalex.org/C176205827","wikidata":"https://www.wikidata.org/wiki/Q5435593","display_name":"Farm water","level":4,"score":0.486698180437088},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.46319952607154846},{"id":"https://openalex.org/C72551326","wikidata":"https://www.wikidata.org/wiki/Q5187947","display_name":"Crop coefficient","level":3,"score":0.4590020179748535},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4546521008014679},{"id":"https://openalex.org/C202050865","wikidata":"https://www.wikidata.org/wiki/Q35852","display_name":"Hectare","level":3,"score":0.440967857837677},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.43333128094673157},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.41413044929504395},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.41173070669174194},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3787292242050171},{"id":"https://openalex.org/C110158866","wikidata":"https://www.wikidata.org/wiki/Q1462136","display_name":"Water conservation","level":3,"score":0.30844342708587646},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.2917025089263916},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2168906033039093},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19412106275558472},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.09719526767730713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07000795006752014},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15194894","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194894","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4894/pdf?version=1696866676","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c03d66cbf38f422b9b4a56f995028517","is_oa":true,"landing_page_url":"https://doaj.org/article/c03d66cbf38f422b9b4a56f995028517","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 15, Iss 19, p 4894 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15194894","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194894","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4894/pdf?version=1696866676","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387450912.pdf"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W11427","https://openalex.org/W1144073223","https://openalex.org/W1965568755","https://openalex.org/W1968336042","https://openalex.org/W1978219919","https://openalex.org/W1979164908","https://openalex.org/W1980320347","https://openalex.org/W1980359147","https://openalex.org/W1986437522","https://openalex.org/W1988512587","https://openalex.org/W1993873837","https://openalex.org/W1995096136","https://openalex.org/W2002328205","https://openalex.org/W2007980669","https://openalex.org/W2008085934","https://openalex.org/W2017176895","https://openalex.org/W2030610270","https://openalex.org/W2037620393","https://openalex.org/W2045777950","https://openalex.org/W2056323903","https://openalex.org/W2056401504","https://openalex.org/W2061003790","https://openalex.org/W2062634568","https://openalex.org/W2063402654","https://openalex.org/W2072175295","https://openalex.org/W2081712988","https://openalex.org/W2084165529","https://openalex.org/W2086458943","https://openalex.org/W2086944292","https://openalex.org/W2088407283","https://openalex.org/W2089230914","https://openalex.org/W2093072686","https://openalex.org/W2096829520","https://openalex.org/W2110832913","https://openalex.org/W2111270406","https://openalex.org/W2122437670","https://openalex.org/W2126902408","https://openalex.org/W2129859781","https://openalex.org/W2130412156","https://openalex.org/W2135685863","https://openalex.org/W2136182519","https://openalex.org/W2136478365","https://openalex.org/W2136791728","https://openalex.org/W2143841991","https://openalex.org/W2147343357","https://openalex.org/W2151359685","https://openalex.org/W2152516985","https://openalex.org/W2157372111","https://openalex.org/W2158766120","https://openalex.org/W2160593568","https://openalex.org/W2164275386","https://openalex.org/W2168795951","https://openalex.org/W2260274902","https://openalex.org/W2261645655","https://openalex.org/W2261707892","https://openalex.org/W2272528051","https://openalex.org/W2395249870","https://openalex.org/W2396654588","https://openalex.org/W2528538573","https://openalex.org/W2546740181","https://openalex.org/W2558982801","https://openalex.org/W2584423918","https://openalex.org/W2594500194","https://openalex.org/W2611671727","https://openalex.org/W2616053486","https://openalex.org/W2734443548","https://openalex.org/W2736036091","https://openalex.org/W2741476172","https://openalex.org/W2767113051","https://openalex.org/W2791741796","https://openalex.org/W2796176495","https://openalex.org/W2798012898","https://openalex.org/W2801383987","https://openalex.org/W2806003677","https://openalex.org/W2809524951","https://openalex.org/W2887848592","https://openalex.org/W2893954292","https://openalex.org/W2910548667","https://openalex.org/W2937367615","https://openalex.org/W2966645045","https://openalex.org/W2971001763","https://openalex.org/W2986356278","https://openalex.org/W2999442108","https://openalex.org/W3024714115","https://openalex.org/W3036469266","https://openalex.org/W3045144182","https://openalex.org/W3091208561","https://openalex.org/W3126099649","https://openalex.org/W3135678441","https://openalex.org/W3137942558","https://openalex.org/W3158330503","https://openalex.org/W3174254304","https://openalex.org/W3208469531","https://openalex.org/W4206173494","https://openalex.org/W4226033442","https://openalex.org/W4233620411","https://openalex.org/W4313471353","https://openalex.org/W6649109228","https://openalex.org/W6741198335","https://openalex.org/W6999614845"],"related_works":["https://openalex.org/W1987233592","https://openalex.org/W2153567683","https://openalex.org/W1987831957","https://openalex.org/W3031654792","https://openalex.org/W2115188545","https://openalex.org/W2069638049","https://openalex.org/W4251218297","https://openalex.org/W1984613885","https://openalex.org/W2971557648","https://openalex.org/W4253158634"],"abstract_inverted_index":{"Demand":[0],"for":[1,81,95,111,143,252,286],"food":[2,48,287],"and":[3,13,28,103,146,155,171,193,262,288],"water":[4,16,43,68,83,114,198,234,284,289],"are":[5,17,109,295],"increasing":[6,204],"while":[7],"the":[8,29,35,52,60,215,227,249,292],"extent":[9],"of":[10,38,54,62,67,131,197,206,236,240,256,266,279],"arable":[11],"land":[12],"accessible":[14],"fresh":[15],"decreasing.":[18],"This":[19,258],"poses":[20],"global":[21],"challenges":[22],"as":[23,34,106],"economies":[24],"continue":[25],"to":[26,46,138,164,177,297],"develop":[27],"population":[30],"grows.":[31],"With":[32],"agriculture":[33],"leading":[36],"consumer":[37],"water,":[39],"better":[40],"understanding":[41],"how":[42],"is":[44,246],"used":[45],"produce":[47],"may":[49],"help":[50],"support":[51],"increase":[53,223,243],"Crop":[55,166,173],"Water":[56,167],"Productivity":[57,174],"(CWP;":[58],"kg/m3),":[59],"ratio":[61],"crop":[63,71,97,179,208],"output":[64],"per":[65,72,136,181],"unit":[66],"input":[69],"(or":[70],"drop).":[73],"Previous":[74],"large-scale":[75],"CWP":[76,142,185,205,225,245],"studies":[77],"have":[78],"been":[79],"useful":[80],"broad":[82],"use":[84],"modeling":[85],"at":[86],"coarser":[87],"resolutions.":[88],"However,":[89],"obtaining":[90],"more":[91,140],"precise":[92,141],"CWP,":[93],"especially":[94],"specific":[96],"types":[98],"in":[99,214,224,244,282,291],"a":[100,221,232,264],"particular":[101],"area":[102],"growing":[104,182],"season":[105],"outlined":[107],"here":[108],"important":[110],"informing":[112],"farm-scale":[113],"management":[115],"decision":[116],"making.":[117],"Therefore,":[118],"this":[119,280],"study":[120,219],"focused":[121],"on":[122],"California\u2019s":[123],"Central":[124],"Valley":[125],"utilizing":[126,269],"high-spatial":[127],"resolution":[128],"satellite":[129],"imagery":[130],"30":[132],"m":[133],"(0.09":[134],"hectares":[135],"pixel)":[137],"generate":[139],"commonly":[144],"grown":[145],"water-intensive":[147],"irrigated":[148],"crops.":[149],"First,":[150],"two":[151],"products":[152],"were":[153],"modeled":[154],"mapped.":[156,194],"1.":[157],"Landsat":[158],"based":[159,272],"Actual":[160],"Evapotranspiration":[161],"(ETa;":[162],"mm/d)":[163],"determine":[165],"Use":[168],"(CWU;":[169],"m3/m2),":[170],"2.":[172],"(CP;":[175],"kg/m2)":[176],"estimate":[178],"yield":[180],"season.":[183],"Then,":[184],"was":[186,209],"calculated":[187],"by":[188,191,203],"dividing":[189],"CP":[190],"CWU":[192],"The":[195,276],"amount":[196],"that":[199],"can":[200],"be":[201,298],"saved":[202],"each":[207],"further":[210],"calculated.":[211],"For":[212],"example,":[213],"434":[216],"million":[217,238],"m2":[218],"area,":[220],"10%":[222],"across":[226],"9":[228],"crops":[229],"analyzed":[230],"had":[231],"potential":[233],"savings":[235,285],"31.5":[237],"m3":[239],"water.":[241,257],"An":[242],"widely":[247],"considered":[248],"best":[250],"approach":[251],"saving":[253],"maximum":[254],"quantities":[255],"paper":[259],"proposed,":[260],"developed,":[261],"implemented":[263],"workflow":[265],"combined":[267],"methods":[268],"cloud":[270],"computing":[271],"remote":[273],"sensing":[274],"data.":[275],"environmental":[277],"implications":[278],"work":[281],"assessing":[283],"security":[290],"21st":[293],"century":[294],"expected":[296],"significant.":[299]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2023-10-10T00:00:00"}