{"id":"https://openalex.org/W3207601184","doi":"https://doi.org/10.33002/nr2581.6853.040310","title":"The Potential Role of the Artificial Intelligence in Combating Climate Change and Natural Resources Management: Political, Legal and Ethical Challenges","display_name":"The Potential Role of the Artificial Intelligence in Combating Climate Change and Natural Resources Management: Political, Legal and Ethical Challenges","publication_year":2021,"publication_date":"2021-09-30","ids":{"openalex":"https://openalex.org/W3207601184","doi":"https://doi.org/10.33002/nr2581.6853.040310","mag":"3207601184"},"language":"en","primary_location":{"id":"doi:10.33002/nr2581.6853.040310","doi":"https://doi.org/10.33002/nr2581.6853.040310","is_oa":true,"landing_page_url":"https://doi.org/10.33002/nr2581.6853.040310","pdf_url":null,"source":{"id":"https://openalex.org/S4210226724","display_name":"Grassroots Journal of Natural Resources","issn_l":"2581-6853","issn":["2581-6853"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Grassroots Journal of Natural Resources","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.33002/nr2581.6853.040310","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047051582","display_name":"\u041e.\u0412. \u041b\u043e\u0437\u043e","orcid":"https://orcid.org/0000-0002-2789-533X","observed_orcids":["https://orcid.org/0000-0002-2789-533X"]},"institutions":[{"id":"https://openalex.org/I4210159887","display_name":"Yaroslav Mudryi National Law University","ror":"https://ror.org/05grw1m33","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210159887"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Lozo","raw_affiliation_strings":["Department of Environmental Law, Yaroslav Mudryi National Law University, Kharkiv, Ukraine.  E-mail: aroelmail5@gmail.com"],"raw_orcid":"https://orcid.org/0000-0002-2789-533X","affiliations":[{"raw_affiliation_string":"Department of Environmental Law, Yaroslav Mudryi National Law University, Kharkiv, Ukraine.  E-mail: aroelmail5@gmail.com","institution_ids":["https://openalex.org/I4210159887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006176010","display_name":"Oleksii Onishchenko","orcid":"https://orcid.org/0000-0002-0369-9334","observed_orcids":["https://orcid.org/0000-0002-0369-9334"]},"institutions":[{"id":"https://openalex.org/I4210159887","display_name":"Yaroslav Mudryi National Law University","ror":"https://ror.org/05grw1m33","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210159887"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksii Onishchenko","raw_affiliation_strings":["Department of Environmental Law, Yaroslav Mudryi National Law University, Kharkiv, Ukraine.  E-mail: onishchenko.aleksii@gmail.com"],"raw_orcid":"https://orcid.org/0000-0002-0369-9334","affiliations":[{"raw_affiliation_string":"Department of Environmental Law, Yaroslav Mudryi National Law University, Kharkiv, Ukraine.  E-mail: onishchenko.aleksii@gmail.com","institution_ids":["https://openalex.org/I4210159887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210159887"],"apc_list":null,"apc_paid":null,"fwci":14.64,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98669049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"3","first_page":"111","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.6195999979972839,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.6195999979972839,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12895","display_name":"Environmental law and policy","score":0.19760000705718994,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.08799999952316284,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9959999918937683},{"id":"https://openalex.org/keywords/climate-change","display_name":"climate change","score":0.878000020980835},{"id":"https://openalex.org/keywords/natural-resource-management","display_name":"natural resource management","score":0.9549999833106995},{"id":"https://openalex.org/keywords/environmental-protection","display_name":"environmental protection","score":0.9890000224113464},{"id":"https://openalex.org/keywords/ai-regulation","display_name":"AI regulation","score":0.875},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.7170000076293945},{"id":"https://openalex.org/keywords/human-rights","display_name":"human rights","score":0.5789999961853027},{"id":"https://openalex.org/keywords/eu-law","display_name":"European Union law","score":0.6129999756813049},{"id":"https://openalex.org/keywords/ukrainian-legislation","display_name":"Ukrainian legislation","score":0.7239999771118164},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"sustainable development","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5775367617607117},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5372161269187927},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5297722816467285},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5250282883644104},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.51474928855896},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5051954388618469},{"id":"https://openalex.org/C83009810","wikidata":"https://www.wikidata.org/wiki/Q11204","display_name":"Legislature","level":2,"score":0.49353325366973877},{"id":"https://openalex.org/C29985473","wikidata":"https://www.wikidata.org/wiki/Q188460","display_name":"Natural resource","level":2,"score":0.4552615284919739},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4253646433353424},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3972465395927429},{"id":"https://openalex.org/C95124753","wikidata":"https://www.wikidata.org/wiki/Q875686","display_name":"Environmental ethics","level":1,"score":0.32139426469802856},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.2965569794178009},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16480714082717896},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13355141878128052},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.33002/nr2581.6853.040310","doi":"https://doi.org/10.33002/nr2581.6853.040310","is_oa":true,"landing_page_url":"https://doi.org/10.33002/nr2581.6853.040310","pdf_url":null,"source":{"id":"https://openalex.org/S4210226724","display_name":"Grassroots Journal of Natural Resources","issn_l":"2581-6853","issn":["2581-6853"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Grassroots Journal of Natural Resources","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:5604505","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/5604505","pdf_url":"https://zenodo.org/record/5604505","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.33002/nr2581.6853.040310","doi":"https://doi.org/10.33002/nr2581.6853.040310","is_oa":true,"landing_page_url":"https://doi.org/10.33002/nr2581.6853.040310","pdf_url":null,"source":{"id":"https://openalex.org/S4210226724","display_name":"Grassroots Journal of Natural Resources","issn_l":"2581-6853","issn":["2581-6853"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Grassroots Journal of Natural Resources","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.9786999821662903,"id":"https://metadata.un.org/sdg/13"},{"display_name":"Peace, justice, and strong institutions","score":0.9595999717712402,"id":"https://metadata.un.org/sdg/16"},{"display_name":"Life on land","score":0.4390000104904175,"id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W768431665","https://openalex.org/W1481908410","https://openalex.org/W1556528141","https://openalex.org/W1805172955","https://openalex.org/W1909093136","https://openalex.org/W2044620560","https://openalex.org/W2063995723","https://openalex.org/W2075863084","https://openalex.org/W2079300606","https://openalex.org/W2123761774","https://openalex.org/W2140941124","https://openalex.org/W2147503345","https://openalex.org/W2272908325","https://openalex.org/W2414334751","https://openalex.org/W2601923741","https://openalex.org/W2626734788","https://openalex.org/W2782301536","https://openalex.org/W2808559252","https://openalex.org/W2902634493","https://openalex.org/W2905388097","https://openalex.org/W2927435888","https://openalex.org/W2937394206","https://openalex.org/W2941638788","https://openalex.org/W2948223045","https://openalex.org/W2948706272","https://openalex.org/W2988585267","https://openalex.org/W2996844929","https://openalex.org/W3015506946","https://openalex.org/W3038443040","https://openalex.org/W3083006642","https://openalex.org/W3091991770","https://openalex.org/W3103164731","https://openalex.org/W3106369401","https://openalex.org/W3162173425","https://openalex.org/W3170977253","https://openalex.org/W4206463323","https://openalex.org/W4212839403","https://openalex.org/W4229632424","https://openalex.org/W4230330624","https://openalex.org/W4243947838","https://openalex.org/W4252489981","https://openalex.org/W4253754070","https://openalex.org/W4309303790","https://openalex.org/W6764204198"],"related_works":["https://openalex.org/W4240115938","https://openalex.org/W4416401986","https://openalex.org/W7168173820","https://openalex.org/W4410545195","https://openalex.org/W7053659212","https://openalex.org/W3204038007","https://openalex.org/W4411093039","https://openalex.org/W7131634916","https://openalex.org/W7108315067","https://openalex.org/W4406025461"],"abstract_inverted_index":{"The":[0,27,66,134],"aim":[1],"of":[2,10,18,31,37,49,68,88,93,96,102,119,123,129,139,151,157,160,163],"the":[3,8,35,44,69,74,77,85,91,94,100,117,120,127,140,148,155,161,172],"article":[4],"is":[5,71,83,114,137],"to":[6,108,116,165],"study":[7],"role":[9],"artificial":[11,152],"intelligence":[12],"(AI)":[13],"in":[14,80,126],"solving":[15],"current":[16],"issues":[17,125],"climate":[19,146],"change,":[20,147],"environmental":[21,168],"protection":[22],"and":[23,29,39,46,61,132,154,176],"natural":[24],"resources":[25],"management.":[26],"advantages":[28],"threats":[30],"using":[32],"AI":[33,97,164],"for":[34,42],"development":[36,62],"political":[38],"legal":[40,121,158],"parameters":[41],"ensuring":[43,55],"safe":[45],"effective":[47],"implementation":[48],"technological":[50],"system,":[51],"as":[52,54],"well":[53],"sustainable":[56],"control":[57],"over":[58],"its":[59],"functioning":[60],"trends,":[63],"are":[64],"analyzed.":[65],"relevance":[67],"topic":[70],"substantiated":[72],"by":[73],"fact":[75],"that":[76,142],"legislative":[78],"basis":[79],"this":[81],"area":[82],"at":[84],"early":[86],"stage":[87],"formation,":[89],"while":[90],"scale":[92],"impact":[95],"on":[98],"all":[99],"aspects":[101],"social":[103],"life":[104],"may":[105],"be":[106],"impossible":[107],"accurately":[109],"foresee.":[110],"A":[111],"special":[112],"attention":[113],"paid":[115],"analysis":[118],"regulation":[122,159],"these":[124],"context":[128],"European":[130],"Union":[131],"Ukraine.":[133],"present":[135],"work":[136],"one":[138],"few":[141],"addresses":[143],"three":[144],"issues:":[145],"growing":[149],"influence":[150],"intelligence,":[153],"possibility":[156],"use":[162],"solve":[166],"urgent":[167],"problems":[169],"without":[170],"threatening":[171],"fundamental":[173],"human":[174],"rights":[175],"freedoms.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2021-10-25T00:00:00"}
