{"id":"https://openalex.org/W7147434652","doi":"https://doi.org/10.1016/j.nexres.2026.101699","title":"Integrated multi-sensor remote sensing and machine learning framework for monitoring soil salinity in arid and semi-arid irrigated landscapes","display_name":"Integrated multi-sensor remote sensing and machine learning framework for monitoring soil salinity in arid and semi-arid irrigated landscapes","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7147434652","doi":"https://doi.org/10.1016/j.nexres.2026.101699"},"language":"en","primary_location":{"id":"doi:10.1016/j.nexres.2026.101699","doi":"https://doi.org/10.1016/j.nexres.2026.101699","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.nexres.2026.101699","pdf_url":null,"source":{"id":"https://openalex.org/S4404663819","display_name":"Next research.","issn_l":"3050-4759","issn":["3050-4759"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Next Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5041364055","display_name":"W. Adugna","orcid":"https://orcid.org/0000-0003-0305-1754","observed_orcids":["https://orcid.org/0000-0003-0305-1754"]},"institutions":[{"id":"https://openalex.org/I4405268228","display_name":"Africa Centre of Excellence for Water Management","ror":"https://ror.org/0091kwq72","country_code":"ET","type":"education","lineage":["https://openalex.org/I4405268228"]},{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]},{"id":"https://openalex.org/I49595703","display_name":"Ethiopian Institute of Agricultural Research","ror":"https://ror.org/01mhm6x57","country_code":"ET","type":"education","lineage":["https://openalex.org/I49595703"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Wondimu Tolcha Adugna","raw_affiliation_strings":["African Center of Excellence for Water Management, Water Science & Technology, Addis Ababa University, Addis Ababa, Ethiopia","Ethiopian Institute of Agricultural Research, Addis Ababa, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0003-0305-1754","affiliations":[{"raw_affiliation_string":"African Center of Excellence for Water Management, Water Science & Technology, Addis Ababa University, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I4405268228","https://openalex.org/I4537092"]},{"raw_affiliation_string":"Ethiopian Institute of Agricultural Research, Addis Ababa, Ethiopia","institution_ids":["https://openalex.org/I49595703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077552549","display_name":"Feleke Zewge Beshah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Feleke Zewge Beshah","raw_affiliation_strings":["Department of Chemistry, College of Natural Sciences, Addis Ababa University, P.O. Box 1176, Addis Ababa city, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, College of Natural Sciences, Addis Ababa University, P.O. Box 1176, Addis Ababa city, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126077357","display_name":"Zerihun  Woldu Tesema","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Zerihun Woldu Tesema","raw_affiliation_strings":["Department of Plant Biology and Biodiversity Management, College of Natural Sciences, Addis Ababa University, Addis Ababa city, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plant Biology and Biodiversity Management, College of Natural Sciences, Addis Ababa University, Addis Ababa city, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048449796","display_name":"Pham Thai Giang","orcid":"https://orcid.org/0000-0003-0714-1474","observed_orcids":["https://orcid.org/0000-0003-0714-1474","https://orcid.org/0000-0001-5720-1821"]},"institutions":[{"id":"https://openalex.org/I4210134375","display_name":"Research Institute for Aquaculture No1","ror":"https://ror.org/04n7s1j93","country_code":"VN","type":"facility","lineage":["https://openalex.org/I4210134375"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Pham Thai Giang","raw_affiliation_strings":["Research Institute for Aquaculture No 1, Tu Son, Bac Ninh, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-0714-1474","affiliations":[{"raw_affiliation_string":"Research Institute for Aquaculture No 1, Tu Son, Bac Ninh, Vietnam","institution_ids":["https://openalex.org/I4210134375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041364055"],"corresponding_institution_ids":["https://openalex.org/I4405268228","https://openalex.org/I4537092","https://openalex.org/I49595703"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":2.5631,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81602943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":null,"first_page":"101699","last_page":"101699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.8363999724388123,"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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.8363999724388123,"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/T12710","display_name":"Engineering and Agricultural Innovations","score":0.12449999898672104,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.013199999928474426,"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":0.9359999895095825},{"id":"https://openalex.org/keywords/soil-salinization","display_name":"soil salinization","score":0.949999988079071},{"id":"https://openalex.org/keywords/irrigated-agriculture","display_name":"irrigated agriculture","score":0.6809999942779541},{"id":"https://openalex.org/keywords/arid-and-semi-arid-regions","display_name":"arid and semi-arid regions","score":0.9559999704360962},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.7559999823570251},{"id":"https://openalex.org/keywords/sentinel-1-sar","display_name":"Sentinel-1 SAR","score":0.8899999856948853},{"id":"https://openalex.org/keywords/sentinel-2-msi","display_name":"Sentinel-2 MSI","score":0.9449999928474426},{"id":"https://openalex.org/keywords/modis","display_name":"MODIS","score":0.7879999876022339},{"id":"https://openalex.org/keywords/chirps","display_name":"CHIRPS","score":0.8489999771118164},{"id":"https://openalex.org/keywords/shuttle-radar-topography-mission","display_name":"SRTM","score":0.8370000123977661},{"id":"https://openalex.org/keywords/electrical-conductivity","display_name":"electrical conductivity","score":0.6790000200271606},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8690000176429749},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9430000185966492},{"id":"https://openalex.org/keywords/salinity-indices","display_name":"salinity indices","score":0.6710000038146973},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"vegetation indices","score":0.9470000267028809},{"id":"https://openalex.org/keywords/irrigation-planning","display_name":"irrigation planning","score":0.7089999914169312}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6958000063896179},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.6730999946594238},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5708000063896179},{"id":"https://openalex.org/C141650431","wikidata":"https://www.wikidata.org/wiki/Q754836","display_name":"Soil salinity","level":3,"score":0.42239999771118164},{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2824999988079071},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.2678999900817871},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2328999936580658}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.nexres.2026.101699","doi":"https://doi.org/10.1016/j.nexres.2026.101699","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.nexres.2026.101699","pdf_url":null,"source":{"id":"https://openalex.org/S4404663819","display_name":"Next research.","issn_l":"3050-4759","issn":["3050-4759"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Next Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9208999872207642,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"},{"score":0.8518999814987183,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"},{"score":0.5351999998092651,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2064448750","display_name":null,"funder_award_id":"GSR 9774/14","funder_id":"https://openalex.org/F4320337123","funder_display_name":"Africa Centre of Excellence for Water Management"}],"funders":[{"id":"https://openalex.org/F4320307855","display_name":"World Bank Group","ror":"https://ror.org/00ae7jd04"},{"id":"https://openalex.org/F4320322719","display_name":"Ethiopian Institute of Agricultural Research","ror":"https://ror.org/01mhm6x57"},{"id":"https://openalex.org/F4320337123","display_name":"Africa Centre of Excellence for Water Management","ror":"https://ror.org/0091kwq72"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1495092918","https://openalex.org/W2004978009","https://openalex.org/W2017987504","https://openalex.org/W2081968183","https://openalex.org/W2119285819","https://openalex.org/W2146661895","https://openalex.org/W2511615992","https://openalex.org/W2589547763","https://openalex.org/W2751786729","https://openalex.org/W2803819821","https://openalex.org/W2888238379","https://openalex.org/W2888945543","https://openalex.org/W2938115382","https://openalex.org/W2949121789","https://openalex.org/W2962331302","https://openalex.org/W2965333932","https://openalex.org/W2968745645","https://openalex.org/W2986608253","https://openalex.org/W2999178841","https://openalex.org/W3005468539","https://openalex.org/W3017261357","https://openalex.org/W3036465674","https://openalex.org/W3048128579","https://openalex.org/W3111077008","https://openalex.org/W3120530969","https://openalex.org/W3128450316","https://openalex.org/W3136869765","https://openalex.org/W3172019189","https://openalex.org/W3177036350","https://openalex.org/W3182602688","https://openalex.org/W3182706339","https://openalex.org/W3197636212","https://openalex.org/W3204597451","https://openalex.org/W3210028529","https://openalex.org/W4205807395","https://openalex.org/W4214672600","https://openalex.org/W4220899086","https://openalex.org/W4229042867","https://openalex.org/W4280563643","https://openalex.org/W4281989921","https://openalex.org/W4283655877","https://openalex.org/W4308509792","https://openalex.org/W4319790691","https://openalex.org/W4360850927","https://openalex.org/W4376275681","https://openalex.org/W4386070053","https://openalex.org/W4386220943","https://openalex.org/W4388099970","https://openalex.org/W4394953863","https://openalex.org/W4400652008","https://openalex.org/W4402070117","https://openalex.org/W4405956049","https://openalex.org/W4406316428"],"related_works":["https://openalex.org/W4406082898","https://openalex.org/W7131376832","https://openalex.org/W4322708298","https://openalex.org/W4416730427","https://openalex.org/W3112145214","https://openalex.org/W4414038251","https://openalex.org/W3215127332","https://openalex.org/W7153261390","https://openalex.org/W4416193863","https://openalex.org/W7131670259"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-04-02T00:00:00"}