{"id":"https://openalex.org/W3103065145","doi":"https://doi.org/10.4018/ijdsst.2021010102","title":"Lands DSS","display_name":"Lands DSS","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3103065145","doi":"https://doi.org/10.4018/ijdsst.2021010102","mag":"3103065145"},"language":"en","primary_location":{"id":"doi:10.4018/ijdsst.2021010102","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdsst.2021010102","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.4018/ijdsst.2021010102","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079928291","display_name":"Gianni Fenu","orcid":"https://orcid.org/0000-0003-4668-2476"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianni Fenu","raw_affiliation_strings":["University of Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008333131","display_name":"Francesca Maridina Malloci","orcid":"https://orcid.org/0000-0003-3287-4450"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Maridina Malloci","raw_affiliation_strings":["University of Cagliari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3287-4450","affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079928291"],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":null,"apc_paid":null,"fwci":1.3873,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84803882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":"1","first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9923999905586243,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9923999905586243,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11771","display_name":"Plant Pathogens and Resistance","score":0.9804999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6128971576690674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096642017364502},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5899313688278198},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5208274126052856},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4379277229309082},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3201438784599304},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3051672577857971},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11577808856964111}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6128971576690674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096642017364502},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5899313688278198},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5208274126052856},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4379277229309082},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3201438784599304},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3051672577857971},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11577808856964111},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4018/ijdsst.2021010102","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdsst.2021010102","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdsst0:v:13:y:2021:i:1:p:1-13","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDSST.2021010102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:igg:jdsst0:v:13:y:2021:i:1:p:21-33","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDSST.2021010102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:iris.unica.it:11584/382847","is_oa":false,"landing_page_url":"https://hdl.handle.net/11584/382847","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.4018/ijdsst.2021010102","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijdsst.2021010102","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W177922488","https://openalex.org/W356479909","https://openalex.org/W873297269","https://openalex.org/W1520521864","https://openalex.org/W1522644772","https://openalex.org/W1549092327","https://openalex.org/W1581587400","https://openalex.org/W2005697938","https://openalex.org/W2019932413","https://openalex.org/W2036123899","https://openalex.org/W2036908963","https://openalex.org/W2039323753","https://openalex.org/W2063821228","https://openalex.org/W2103715428","https://openalex.org/W2107843408","https://openalex.org/W2148143831","https://openalex.org/W2155085542","https://openalex.org/W2158883105","https://openalex.org/W2300921526","https://openalex.org/W2304083899","https://openalex.org/W2523386079","https://openalex.org/W2526492560","https://openalex.org/W2536922895","https://openalex.org/W2544098399","https://openalex.org/W2555658613","https://openalex.org/W2787959081","https://openalex.org/W2797368616","https://openalex.org/W2799855045","https://openalex.org/W2895128346","https://openalex.org/W3123797164","https://openalex.org/W4235744063"],"related_works":["https://openalex.org/W2355956201","https://openalex.org/W2386195957","https://openalex.org/W2327874825","https://openalex.org/W2351852648","https://openalex.org/W2613051533","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180","https://openalex.org/W3036095178","https://openalex.org/W787402332"],"abstract_inverted_index":{"Decision":[0],"support":[1],"systems":[2],"(DSSs)":[3],"are":[4],"used":[5,107],"in":[6,21,56,78],"precision":[7],"farming":[8],"to":[9,16,49,85,96,108],"address":[10],"climate":[11],"and":[12,32,54,80],"environmental":[13],"changes":[14],"due":[15],"human":[17],"action.":[18],"However,":[19],"increments":[20],"the":[22,29,38,50,65,68,74,81],"amount":[23],"of":[24,40,46,52,129],"data":[25,100],"produced":[26],"continuously":[27],"by":[28,102,121],"latest":[30],"sensor":[31],"satellite":[33],"technologies":[34],"have":[35],"recently":[36],"incentivized":[37],"integration":[39],"artificial":[41],"intelligence":[42],"(AI).":[43],"A":[44,90],"review":[45],"research":[47],"dedicated":[48],"application":[51],"DSSs":[53],"AI":[55,116],"forecasting":[57],"crop":[58,76],"disease":[59,111],"is":[60],"proposed.":[61],"In":[62],"this":[63],"paper,":[64],"authors":[66],"describe":[67],"DSS":[69],"LANDS":[70],"developed":[71],"for":[72],"monitoring":[73],"main":[75],"productions":[77],"Sardinia":[79],"case":[82],"study":[83],"conducted":[84],"forecast":[86],"potato":[87],"late":[88],"blight.":[89],"feed-forward":[91],"neural":[92],"network":[93],"was":[94],"implemented":[95],"investigate":[97],"if":[98],"weather":[99],"provided":[101],"regional":[103],"stations":[104],"could":[105],"be":[106],"predict":[109],"a":[110],"risk":[112],"index":[113],"using":[114],"an":[115,127],"technique.":[117],"The":[118],"test":[119],"performed":[120],"stratified":[122],"k-fold":[123],"cross":[124],"validation":[125],"achieved":[126],"accuracy":[128],"96%.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-11-23T00:00:00"}
