{"id":"https://openalex.org/W2771748985","doi":"https://doi.org/10.1007/s10707-017-0314-1","title":"Spatio-temporal prediction of crop disease severity for agricultural emergency management based on recurrent neural networks","display_name":"Spatio-temporal prediction of crop disease severity for agricultural emergency management based on recurrent neural networks","publication_year":2017,"publication_date":"2017-12-07","ids":{"openalex":"https://openalex.org/W2771748985","doi":"https://doi.org/10.1007/s10707-017-0314-1","mag":"2771748985"},"language":"en","primary_location":{"id":"doi:10.1007/s10707-017-0314-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-017-0314-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GeoInformatica","raw_type":"journal-article"},"type":"article","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/A5044171766","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-7992-9063"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Xu","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","Smart City Research Center, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","School of Information, Renmin University of China, Beijing, 100872, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Smart City Research Center, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People's Republic of China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066178001","display_name":"Qili Wang","orcid":"https://orcid.org/0000-0002-9080-5034"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qili Wang","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","School of Information, Renmin University of China, Beijing, 100872, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People's Republic of China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014242366","display_name":"Runyu Chen","orcid":"https://orcid.org/0000-0003-2704-8293"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runyu Chen","raw_affiliation_strings":["School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","School of Information, Renmin University of China, Beijing, 100872, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Information, Renmin University of China, Beijing, 100872, People's Republic of China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044171766"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":6.5202,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.95846388,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"2","first_page":"363","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9926999807357788,"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":0.9926999807357788,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9753000140190125,"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/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preparedness","display_name":"Preparedness","score":0.6314331889152527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5769665837287903},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5326544642448425},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5220282673835754},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.5138976573944092},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5008313655853271},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.48921823501586914},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.44818663597106934},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4277487099170685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3790414035320282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35053473711013794},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.26312631368637085}],"concepts":[{"id":"https://openalex.org/C2777042776","wikidata":"https://www.wikidata.org/wiki/Q4583103","display_name":"Preparedness","level":2,"score":0.6314331889152527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5769665837287903},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5326544642448425},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5220282673835754},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.5138976573944092},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5008313655853271},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.48921823501586914},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.44818663597106934},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4277487099170685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3790414035320282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35053473711013794},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26312631368637085},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10707-017-0314-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-017-0314-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GeoInformatica","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1138335084","https://openalex.org/W1509598835","https://openalex.org/W1733384480","https://openalex.org/W1965246433","https://openalex.org/W1982165141","https://openalex.org/W1982246480","https://openalex.org/W1993349014","https://openalex.org/W1994036740","https://openalex.org/W2013284577","https://openalex.org/W2021375853","https://openalex.org/W2025291942","https://openalex.org/W2034077991","https://openalex.org/W2034797247","https://openalex.org/W2038147041","https://openalex.org/W2039139819","https://openalex.org/W2067957242","https://openalex.org/W2078511730","https://openalex.org/W2082043878","https://openalex.org/W2103028695","https://openalex.org/W2112776483","https://openalex.org/W2120339295","https://openalex.org/W2131304431","https://openalex.org/W2133854279","https://openalex.org/W2138143219","https://openalex.org/W2149369033","https://openalex.org/W2151185515","https://openalex.org/W2169573037","https://openalex.org/W2170072912","https://openalex.org/W2189233457","https://openalex.org/W2252344588","https://openalex.org/W2290664838","https://openalex.org/W2293354547","https://openalex.org/W2313855480","https://openalex.org/W2337843254","https://openalex.org/W2342468814","https://openalex.org/W2386695660","https://openalex.org/W2405680777","https://openalex.org/W2417746132","https://openalex.org/W2496955520","https://openalex.org/W2517150598","https://openalex.org/W2518910161","https://openalex.org/W2519444189","https://openalex.org/W2566584811"],"related_works":["https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W4225394202","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W3166503072","https://openalex.org/W2531179286"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
