{"id":"https://openalex.org/W7225317101","doi":"https://doi.org/10.3389/fagro.2026.2000470","title":"Satellite-guided salinity-aware land prioritization for date palm expansion in Al Ain region, UAE","display_name":"Satellite-guided salinity-aware land prioritization for date palm expansion in Al Ain region, UAE","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225317101","doi":"https://doi.org/10.3389/fagro.2026.2000470"},"language":"en","primary_location":{"id":"doi:10.3389/fagro.2026.2000470","doi":"https://doi.org/10.3389/fagro.2026.2000470","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fagro.2026.2000470","pdf_url":"https://www.frontiersin.org/journals/agronomy/articles/10.3389/fagro.2026.2000470/pdf","source":{"id":"https://openalex.org/S4210220257","display_name":"Frontiers in Agronomy","issn_l":"2673-3218","issn":["2673-3218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Agronomy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/agronomy/articles/10.3389/fagro.2026.2000470/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048069975","display_name":"Mona S. Ramadan","orcid":"https://orcid.org/0000-0002-4299-255X","observed_orcids":["https://orcid.org/0000-0002-4299-255X"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mona S. Ramadan","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","Desert Environment Research Center, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Desert Environment Research Center, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081130792","display_name":"M. M. Yagoub","orcid":"https://orcid.org/0000-0002-1718-813X","observed_orcids":["https://orcid.org/0000-0002-1718-813X"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"M. M. Yagoub","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118891032","display_name":"Shamma Albedwawi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shamma Albedwawi","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","Desert Environment Research Center, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Desert Environment Research Center, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160978956","display_name":"Saeed Al Darmaki","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saeed Al Darmaki","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160793539","display_name":"Mohammed Al Nuaimi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohammed Al Nuaimi","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160881124","display_name":"Hussain Almas","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405271868","display_name":"Abu Dhabi Agriculture and Food Safety Authority","ror":"https://ror.org/036m6v143","country_code":"AE","type":"government","lineage":["https://openalex.org/I4405271868"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hussain Almas","raw_affiliation_strings":["Abu Dhabi Agriculture and Food Safety Authority (ADAFSA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abu Dhabi Agriculture and Food Safety Authority (ADAFSA)","institution_ids":["https://openalex.org/I4405271868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111126768","display_name":"Omar Al Shehhi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405271868","display_name":"Abu Dhabi Agriculture and Food Safety Authority","ror":"https://ror.org/036m6v143","country_code":"AE","type":"government","lineage":["https://openalex.org/I4405271868"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Omar Al Shehhi","raw_affiliation_strings":["Abu Dhabi Agriculture and Food Safety Authority (ADAFSA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abu Dhabi Agriculture and Food Safety Authority (ADAFSA)","institution_ids":["https://openalex.org/I4405271868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113603681","display_name":"Naeema Al Hosani","orcid":"https://orcid.org/0000-0002-8059-2530","observed_orcids":["https://orcid.org/0000-0002-8059-2530"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Naeema Al Hosani","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","Desert Environment Research Center, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Desert Environment Research Center, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021941455","display_name":"Ahmed Hassan Almurshidi","orcid":"https://orcid.org/0000-0002-1812-7443","observed_orcids":["https://orcid.org/0000-0002-1812-7443"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmed Hassan Almurshidi","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056210172","display_name":"Hossam S. Khedr","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hossam Khedr","raw_affiliation_strings":["Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","Desert Environment Research Center, United Arab Emirates University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Urban Sustainability, College of Humanities and Social Sciences, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Desert Environment Research Center, United Arab Emirates University","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048069975"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":{"value":2550,"currency":"CHF","value_usd":3077},"apc_paid":{"value":2550,"currency":"CHF","value_usd":3077},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T12894","display_name":"Date Palm Research Studies","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T14468","display_name":"Plant Ecology and Soil Science","score":0.00039999998989515007,"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/soil-salinity","display_name":"soil salinity","score":0.9629999995231628},{"id":"https://openalex.org/keywords/land-cover-mapping","display_name":"land cover mapping","score":0.5929999947547913},{"id":"https://openalex.org/keywords/irrigation-water-quality","display_name":"irrigation water quality","score":0.5149999856948853}],"concepts":[{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.6032000184059143},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.45989999175071716},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.45750001072883606},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.43540000915527344},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4207000136375427},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4198000133037567},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4187999963760376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3993000090122223},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.39160001277923584},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.3718999922275543},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34450000524520874},{"id":"https://openalex.org/C56095865","wikidata":"https://www.wikidata.org/wiki/Q2384419","display_name":"Afforestation","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C2692088","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster data","level":3,"score":0.335099995136261},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.3131999969482422},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28630000352859497},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.2603999972343445},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.25380000472068787}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fagro.2026.2000470","doi":"https://doi.org/10.3389/fagro.2026.2000470","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fagro.2026.2000470","pdf_url":"https://www.frontiersin.org/journals/agronomy/articles/10.3389/fagro.2026.2000470/pdf","source":{"id":"https://openalex.org/S4210220257","display_name":"Frontiers in Agronomy","issn_l":"2673-3218","issn":["2673-3218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Agronomy","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7a7c9bb59c40405cb92200011e55bdbf","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/7a7c9bb59c40405cb92200011e55bdbf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Agronomy, Vol 8 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fagro.2026.2000470","doi":"https://doi.org/10.3389/fagro.2026.2000470","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fagro.2026.2000470","pdf_url":"https://www.frontiersin.org/journals/agronomy/articles/10.3389/fagro.2026.2000470/pdf","source":{"id":"https://openalex.org/S4210220257","display_name":"Frontiers in Agronomy","issn_l":"2673-3218","issn":["2673-3218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Agronomy","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.8518999814987183,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/2","score":0.6735000014305115,"display_name":"Zero hunger"},{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F1474877379","display_name":"Abu Dhabi Agriculture and Food Safety Authority","ror":"https://ror.org/036m6v143"},{"id":"https://openalex.org/F4320323593","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225317101.pdf","grobid_xml":"https://content.openalex.org/works/W7225317101.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1559364278","https://openalex.org/W1821210865","https://openalex.org/W1979204143","https://openalex.org/W1987605261","https://openalex.org/W1988525257","https://openalex.org/W2000016084","https://openalex.org/W2008432657","https://openalex.org/W2011500029","https://openalex.org/W2040611841","https://openalex.org/W2040667072","https://openalex.org/W2046927613","https://openalex.org/W2055718260","https://openalex.org/W2055898424","https://openalex.org/W2056435747","https://openalex.org/W2063623478","https://openalex.org/W2085289201","https://openalex.org/W2090292633","https://openalex.org/W2098053295","https://openalex.org/W2099456005","https://openalex.org/W2104896032","https://openalex.org/W2108325394","https://openalex.org/W2114828048","https://openalex.org/W2118364838","https://openalex.org/W2125837544","https://openalex.org/W2136050606","https://openalex.org/W2140908571","https://openalex.org/W2148717014","https://openalex.org/W2153989276","https://openalex.org/W2160406817","https://openalex.org/W2166496459","https://openalex.org/W2412374524","https://openalex.org/W2527347850","https://openalex.org/W2560136348","https://openalex.org/W2560167313","https://openalex.org/W2609120578","https://openalex.org/W2609359678","https://openalex.org/W2725897987","https://openalex.org/W2784327149","https://openalex.org/W2792118994","https://openalex.org/W2792506643","https://openalex.org/W2907729855","https://openalex.org/W2914979214","https://openalex.org/W2953011380","https://openalex.org/W2953026644","https://openalex.org/W3046962667","https://openalex.org/W3082875264","https://openalex.org/W3159278315","https://openalex.org/W3161182583","https://openalex.org/W3207200417","https://openalex.org/W4318499039","https://openalex.org/W4381687021","https://openalex.org/W4382867253","https://openalex.org/W4407142186","https://openalex.org/W7167477804"],"related_works":["https://openalex.org/W4414525868","https://openalex.org/W4310992367","https://openalex.org/W6941201513","https://openalex.org/W7160984801","https://openalex.org/W1755352075","https://openalex.org/W2906714325","https://openalex.org/W6922632171","https://openalex.org/W2371401204","https://openalex.org/W6922322165","https://openalex.org/W2081949970"],"abstract_inverted_index":{"Long-lived":[0],"irrigated":[1],"plantations":[2],"require":[3],"regional":[4,41,246],"screening":[5],"before":[6],"site-level":[7],"land":[8],"and":[9,17,43,45,50,60,101,194,217,226,232,253],"water":[10],"appraisal.":[11],"We":[12],"developed":[13],"a":[14,115,168,245],"non-compensatory":[15],"remote-sensing":[16],"GIS":[18],"framework":[19],"to":[20,92],"prioritize":[21],"further":[22],"investigation":[23],"for":[24,48,248],"date-palm":[25,261],"expansion":[26],"in":[27,183],"Al":[28],"Ain,":[29],"United":[30],"Arab":[31],"Emirates.":[32],"Annual":[33],"10-m":[34],"land-cover":[35,230],"maps,":[36],"terrain,":[37],"persistent":[38,185],"surface-water":[39],"occurrence,":[40],"soil":[42],"geology,":[44],"salinity":[46,85,148],"categories":[47],"0\u201350":[49],"50\u2013100":[51],"cm":[52],"were":[53],"combined":[54],"through":[55],"explicit":[56],"class":[57,153],"precedence.":[58],"High":[59,193],"Moderate":[61,195],"denote":[62],"mapped":[63,178,240],"limitation":[64],"under":[65],"an":[66],"adequate-irrigation":[67],"assumption.":[68],"The":[69,242],"executed":[70],"Base":[71,157],"candidate":[72,136,158],"area":[73,159],"was":[74],"approximately":[75,93],"731,449":[76],"ha":[77,95,182],"(54.13%":[78],"of":[79,111,134,164,190,198,203,208,260],"the":[80,112,124,155,233],"analytical":[81],"footprint);":[82],"treating":[83],"unresolved":[84],"coverage":[86,175],"as":[87],"Not":[88],"assessed":[89],"reduced":[90,154],"it":[91],"730,457":[94],"(54.06%).":[96],"Water":[97],"supply,":[98],"irrigation-water":[99],"quality,":[100],"allocation":[102],"remain":[103],"unquantified.":[104],"Salinity":[105],"caused":[106],"ordinal":[107],"downgrades":[108],"across":[109],"13.53%":[110],"footprint,":[113],"but":[114],"pixelwise":[116],"comparison":[117],"showed":[118],"no":[119,257],"final-class":[120],"change":[121],"from":[122],"adding":[123],"generalized":[125],"deeper":[126],"layer.":[127],"Three":[128],"nested":[129],"soil\u2013geology":[130],"interpretations":[131],"shared":[132],"98.01%":[133],"their":[135],"union.":[137],"Additional":[138],"tests":[139],"exposed":[140],"sensitivity":[141],"beyond":[142],"these":[143],"recodings:":[144],"raising":[145],"each":[146],"valid":[147],"category":[149],"by":[150,160],"one":[151,221,229],"severity":[152],"coverage-adjusted":[156],"14.17%,":[161],"while":[162],"6.30%":[163],"candidates":[165],"lay":[166],"within":[167],"90-m":[169],"raster":[170],"band":[171],"around":[172],"salinity-category":[173],"or":[174,188,263],"edges.":[176],"Later":[177],"establishment":[179],"comprised":[180],"685":[181],"242":[184],"Trees/Crops":[186],"patches,":[187],"0.0541%":[189],"baseline-stable":[191],"land.":[192],"contained":[196],"78.17%":[197],"this":[199],"outcome":[200,227],"on":[201,214],"58.93%":[202],"risk-set":[204],"land,":[205],"giving":[206],"enrichment":[207,219],"1.33.":[209],"Spatial-block":[210],"resampling":[211],"ranges":[212],"depended":[213],"block":[215],"size":[216],"included":[218],"below":[220],"at":[222],"10":[223],"km.":[224],"Baseline":[225],"share":[228],"product,":[231],"image":[234],"record":[235],"raised":[236],"concerns":[237],"about":[238],"some":[239],"transitions.":[241],"results":[243],"support":[244],"shortlist":[247],"soil-profile,":[249],"irrigation,":[250],"drainage,":[251],"infrastructure,":[252],"economic":[254],"investigation,":[255],"with":[256],"independent":[258],"demonstration":[259],"identity":[262],"agronomic":[264],"suitability.":[265]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-06T00:00:00"}