{"id":"https://openalex.org/W4412798462","doi":"https://doi.org/10.1587/transinf.2025edp7042","title":"Dynamic Spatial-Temporal Graph Prediction for Short-Term Precipitation","display_name":"Dynamic Spatial-Temporal Graph Prediction for Short-Term Precipitation","publication_year":2025,"publication_date":"2025-07-31","ids":{"openalex":"https://openalex.org/W4412798462","doi":"https://doi.org/10.1587/transinf.2025edp7042"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2025edp7042","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2025edp7042","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2025EDP7042/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2025EDP7042/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114406735","display_name":"Yizhe Li","orcid":"https://orcid.org/0009-0004-1193-7007"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhe LI","raw_affiliation_strings":["Nanjing University of Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068089141","display_name":"Zhenyu Lu","orcid":"https://orcid.org/0000-0002-5066-4716"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu LU","raw_affiliation_strings":["Nanjing University of Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025598675","display_name":"Zhongfeng Chen","orcid":"https://orcid.org/0009-0001-6723-8422"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongfeng CHEN","raw_affiliation_strings":["Nanjing University of Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100393944","display_name":"Zhuang Li","orcid":"https://orcid.org/0000-0002-6139-2517"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang LI","raw_affiliation_strings":["Nanjing University of Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21615536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E109.D","issue":"2","first_page":"249","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.8722000122070312,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.8722000122070312,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.8585000038146973,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.7900999784469604,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8516204357147217},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7129548192024231},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5031763911247253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3352046012878418},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3340560793876648},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32555365562438965},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17698851227760315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8516204357147217},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7129548192024231},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5031763911247253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3352046012878418},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3340560793876648},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32555365562438965},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17698851227760315},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2025edp7042","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2025edp7042","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2025EDP7042/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2025edp7042","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2025edp7042","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/advpub/0/advpub_2025EDP7042/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.800000011920929,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1815394067","display_name":null,"funder_award_id":"U20B2061","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G19104367","display_name":null,"funder_award_id":"2022ZD012000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6403769006","display_name":null,"funder_award_id":"U20B2061","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7848875689","display_name":"\u5f31\u5929\u6c14\u5c3a\u5ea6\u7cfb\u7edf\u5f3a\u8feb\u4e0b\u6df1\u539a\u6e7f\u5bf9\u6d41\u5929\u6c14\u7684\u7cbe\u7ec6\u6f14\u53d8\u89c4\u5f8b\u548c\u667a\u80fd\u9884\u62a5\u6a21\u578b\u7814\u7a76","funder_award_id":"LZJMD25D050002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412798462.pdf","grobid_xml":"https://content.openalex.org/works/W4412798462.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2157331557","https://openalex.org/W2890034837","https://openalex.org/W2936479764","https://openalex.org/W2944851425","https://openalex.org/W2950817888","https://openalex.org/W2962949934","https://openalex.org/W2963881378","https://openalex.org/W2965341826","https://openalex.org/W2996847713","https://openalex.org/W3009216045","https://openalex.org/W3016664505","https://openalex.org/W3088611441","https://openalex.org/W3123120669","https://openalex.org/W3158304688","https://openalex.org/W3174022889","https://openalex.org/W3206542027","https://openalex.org/W4205837909","https://openalex.org/W4220953190","https://openalex.org/W4226065447","https://openalex.org/W4291474301","https://openalex.org/W4320481403","https://openalex.org/W4392471046","https://openalex.org/W4400082057","https://openalex.org/W4400468193","https://openalex.org/W4400772557","https://openalex.org/W4406706266","https://openalex.org/W4409765759"],"related_works":["https://openalex.org/W2980611886","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2330575325","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W3096145648","https://openalex.org/W3197510923","https://openalex.org/W2370579019","https://openalex.org/W4313265328"],"abstract_inverted_index":{"Precipitation":[0],"is":[1,36],"a":[2,37,100],"crucial":[3],"component":[4],"of":[5,43,57,91,171,178,186],"the":[6,41,46,53,62,119,135,153,160,168,182,191],"natural":[7],"water":[8],"cycle,":[9],"and":[10,13,27,77,88,126,152,156,184],"inadequate":[11],"timeliness":[12,90,183],"precision":[14],"in":[15,20,40,118,134],"precipitation":[16,34,58,108,133,146,169,175,188],"prediction":[17,35,104,189],"can":[18,158],"result":[19],"agricultural":[21],"losses,":[22],"traffic":[23],"disruptions,":[24],"flood":[25],"catastrophes,":[26],"even":[28],"threats":[29],"to":[30,52,81,84,131],"human":[31],"life.":[32],"Consequently,":[33],"key":[38],"problem":[39],"domain":[42],"meteorology.":[44],"However,":[45],"current":[47],"methodologies":[48],"pay":[49],"close":[50],"attention":[51],"explicit":[54],"spatial":[55,64,86,162],"connections":[56,65,114,163],"regions":[59,87],"while":[60],"neglecting":[61],"implicit":[63,113,161],"over":[66],"time.":[67],"There":[68],"are":[69],"often":[70],"challenging":[71],"for":[72,106],"traditional":[73],"convolutional":[74],"neural":[75,79,124],"networks":[76,80,125],"graph":[78,103,123],"capture,":[82],"leading":[83],"inaccurate":[85],"poor":[89],"model":[92,105,142,180],"predictions.":[93],"To":[94],"resolve":[95],"this":[96],"problem,":[97],"we":[98],"propose":[99],"Dynamic":[101],"spatial-temporal":[102,129],"short-term":[107],"(Dst-pred),":[109],"which":[110],"dynamically":[111],"explores":[112],"among":[115],"meteorological":[116,172],"stations":[117,166],"target":[120],"region":[121],"through":[122],"constructs":[127],"dynamic":[128],"graphs":[130],"predict":[132],"region.":[136],"We":[137],"have":[138],"verified":[139],"our":[140,144,179],"Dst-pred":[141],"on":[143],"proprietary":[145],"dataset":[147],"from":[148,167],"Guangxi":[149],"Province,":[150],"China,":[151],"ERA5-Land":[154],"dataset,":[155],"it":[157],"extract":[159],"between":[164],"individual":[165],"data":[170],"stations.":[173],"The":[174],"process":[176],"capture":[177],"enhances":[181],"accuracy":[185],"nowcasting":[187],"with":[190],"best":[192],"performance.":[193]},"counts_by_year":[],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
