{"id":"https://openalex.org/W7204477642","doi":"https://doi.org/10.5281/zenodo.22121527","title":"Reproducibility Package for \"Integrated ET\u2090\u2013NDVI Assessment for Sustainable Agricultural Water Management in the Doukkala Irrigated Perimeter, Morocco: Contribution to the Sustainable Development Goals (SDGs)\"","display_name":"Reproducibility Package for \"Integrated ET\u2090\u2013NDVI Assessment for Sustainable Agricultural Water Management in the Doukkala Irrigated Perimeter, Morocco: Contribution to the Sustainable Development Goals (SDGs)\"","publication_year":2026,"publication_date":"2026-08-27","ids":{"openalex":"https://openalex.org/W7204477642","doi":"https://doi.org/10.5281/zenodo.22121527"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.22121527","doi":"https://doi.org/10.5281/zenodo.22121527","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22121527","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.22121527","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114315868","display_name":"Abir Habib","orcid":"https://orcid.org/0009-0004-2115-0187","observed_orcids":["https://orcid.org/0009-0004-2115-0187"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Habib, Abir","raw_affiliation_strings":["Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"raw_orcid":"https://orcid.org/0009-0004-2115-0187","affiliations":[{"raw_affiliation_string":"Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020189942","display_name":"Youssef Houali","orcid":"https://orcid.org/0000-0001-6291-9336","observed_orcids":["https://orcid.org/0000-0001-6291-9336"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Houali, Youssef","raw_affiliation_strings":["Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004915338","display_name":"Yassine Labbassi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Labbassi, Yassine","raw_affiliation_strings":["Laboratory of Geosciences, Geomatics, Planetology and Environment, Department of Geology, Faculty of Sciences Ain Chock, Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Geosciences, Geomatics, Planetology and Environment, Department of Geology, Faculty of Sciences Ain Chock, Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033781184","display_name":"Kamal Labbassi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Labbassi, Kamal","raw_affiliation_strings":["Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marine Geosciences and Soil Sciences Laboratory, Department of Earth Sciences, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.798799991607666,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.798799991607666,"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"}},{"id":"https://openalex.org/T11186","display_name":"Hydrology and Drought Analysis","score":0.08860000222921371,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.0729999989271164,"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/actual-evapotranspiration","display_name":"actual evapotranspiration","score":0.9909999966621399},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"NDVI","score":0.9700000286102295},{"id":"https://openalex.org/keywords/agricultural-water-management","display_name":"agricultural water management","score":0.7919999957084656},{"id":"https://openalex.org/keywords/irrigation-districts","display_name":"irrigation districts","score":0.7889999747276306},{"id":"https://openalex.org/keywords/landsat","display_name":"Landsat","score":0.7620000243186951},{"id":"https://openalex.org/keywords/vegetation-dynamics","display_name":"vegetation dynamics","score":0.7979999780654907},{"id":"https://openalex.org/keywords/crop-water-use","display_name":"crop water use","score":0.6230000257492065},{"id":"https://openalex.org/keywords/sustainable-development-goals","display_name":"Sustainable Development Goals","score":0.8130000233650208},{"id":"https://openalex.org/keywords/irrigation-water-monitoring","display_name":"irrigation water monitoring","score":0.43799999356269836}],"concepts":[{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.47429999709129333},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.45719999074935913},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.4478999972343445},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4348999857902527},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.3984000086784363},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.3831000030040741},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.37869998812675476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3662000000476837},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.35010001063346863},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34459999203681946},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3276999890804291},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C2778093299","wikidata":"https://www.wikidata.org/wiki/Q6073798","display_name":"Irrigation district","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.2888999879360199},{"id":"https://openalex.org/C176205827","wikidata":"https://www.wikidata.org/wiki/Q5435593","display_name":"Farm water","level":4,"score":0.2870999872684479},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C2780748813","wikidata":"https://www.wikidata.org/wiki/Q7649683","display_name":"Sustainable management","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.26589998602867126}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.22121527","doi":"https://doi.org/10.5281/zenodo.22121527","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22121527","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.22121528","doi":"https://doi.org/10.5281/zenodo.22121528","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22121528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.22121527","doi":"https://doi.org/10.5281/zenodo.22121527","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.22121527","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"score":0.6618000268936157,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"},{"score":0.5666999816894531,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4320494734","https://openalex.org/W2010558190","https://openalex.org/W7161775468","https://openalex.org/W7107942170","https://openalex.org/W3120884343","https://openalex.org/W4200012690","https://openalex.org/W1989967156","https://openalex.org/W6958838988","https://openalex.org/W4414155158","https://openalex.org/W4403273986"],"abstract_inverted_index":{"This":[0],"repository":[1,65,134],"contains":[2],"the":[3,15,26,33,48,57,92,137,148,165,181,187],"redistributable":[4],"derived":[5,67,138],"data":[6,110,124],"products,":[7],"analysis":[8,102],"code,":[9,108],"spatial":[10,99],"data,":[11,100],"and":[12,44,52,74,97,114,140,146,151,184],"documentation":[13],"supporting":[14],"paper":[16],"\u201cIntegrated":[17],"ET\u2090\u2013NDVI":[18,82,153],"Assessment":[19],"for":[20,87],"Sustainable":[21,34],"Agricultural":[22],"Water":[23],"Management":[24],"in":[25,56],"Doukkala":[27,58],"Irrigated":[28],"Perimeter,":[29],"Morocco:":[30],"Contribution":[31],"to":[32,144,164],"Development":[35],"Goals":[36],"(SDGs)\u201d.":[37],"The":[38,64,117,133],"study":[39],"examines":[40],"actual":[41],"evapotranspiration":[42],"(ET\u2090)":[43],"vegetation":[45],"dynamics":[46],"across":[47],"Faregh,":[49],"Sidi":[50],"Bennour,":[51],"Zemamra":[53],"irrigation":[54],"districts":[55],"irrigated":[59],"perimeter,":[60],"Morocco,":[61],"during":[62,91],"2015\u20132023.":[63],"includes":[66],"district-level":[68,149],"ETMonitor":[69,119,158,167],"ET\u2090":[70,85],"datasets,":[71,80],"annual":[72],"metrics":[73],"anomalies,":[75],"statistical":[76,150],"analyses,":[77,83],"Landsat-derived":[78],"NDVI":[79],"integrated":[81,152],"crop-specific":[84],"trajectories":[86],"22":[88],"field-observed":[89],"locations":[90],"2021/2022":[93],"agricultural":[94],"season,":[95],"district":[96],"field-observation":[98],"Python":[101],"scripts,":[103],"Google":[104,189],"Earth":[105,190],"Engine":[106,191],"JavaScript":[107],"a":[109],"dictionary,":[111],"software":[112],"information,":[113],"reproduction":[115],"instructions.":[116],"original":[118,166],"30-m":[120],"nominal":[121],"8-day":[122],"raster":[123],"are":[125,172],"not":[126,173],"redistributed":[127],"because":[128,175],"of":[129,156],"applicable":[130],"data-use":[131],"restrictions.":[132],"nevertheless":[135],"provides":[136],"datasets":[139],"analytical":[141],"code":[142],"required":[143],"inspect":[145],"reproduce":[147],"analyses.":[154],"Reproduction":[155],"raster-level":[157],"processing":[159],"requires":[160],"independently":[161],"authorized":[162],"access":[163],"data.":[168],"Original":[169],"Landsat":[170],"observations":[171],"deposited":[174],"they":[176],"can":[177],"be":[178],"reacquired":[179],"from":[180],"public":[182],"archive":[183],"processed":[185],"using":[186],"supplied":[188],"workflow.":[192]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2026-08-28T00:00:00"}