{"id":"https://openalex.org/W4391956625","doi":"https://doi.org/10.3390/rs16040726","title":"Detection Method and Application of Nuclear-Shaped Anomaly Areas in Spatial Electric Field Power Spectrum Images","display_name":"Detection Method and Application of Nuclear-Shaped Anomaly Areas in Spatial Electric Field Power Spectrum Images","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4391956625","doi":"https://doi.org/10.3390/rs16040726"},"language":"en","primary_location":{"id":"doi:10.3390/rs16040726","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040726","pdf_url":"https://www.mdpi.com/2072-4292/16/4/726/pdf?version=1708336770","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/4/726/pdf?version=1708336770","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070736971","display_name":"Xingsu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingsu Li","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Emergency Management, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Emergency Management, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049696008","display_name":"Zhong Li","orcid":"https://orcid.org/0000-0002-4436-3845"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhong Li","raw_affiliation_strings":["Hebei Key Laboratory of Resource and Environmental Disaster Mechanism and Risk Monitoring, Langfang 065201, China","Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Emergency Management, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Resource and Environmental Disaster Mechanism and Risk Monitoring, Langfang 065201, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Emergency Management, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101781845","display_name":"Jianping Huang","orcid":"https://orcid.org/0000-0001-7961-5865"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]},{"id":"https://openalex.org/I4210098880","display_name":"National Institute of Hospital Administration","ror":"https://ror.org/00xdrzy17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Huang","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing 100085, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing 100085, China","institution_ids":["https://openalex.org/I4210098880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033688900","display_name":"Xuming Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuming Yang","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Culture and Communication, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Culture and Communication, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442654","display_name":"Wenjing Li","orcid":"https://orcid.org/0000-0001-9803-1582"},"institutions":[{"id":"https://openalex.org/I4210098880","display_name":"National Institute of Hospital Administration","ror":"https://ror.org/00xdrzy17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210098880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Li","raw_affiliation_strings":["National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing 100085, China"],"affiliations":[{"raw_affiliation_string":"National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing 100085, China","institution_ids":["https://openalex.org/I4210098880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111253804","display_name":"Yumeng Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumeng Huo","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013341695","display_name":"Junjie Song","orcid":"https://orcid.org/0000-0003-4880-6487"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Song","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017079477","display_name":"Ruiqi Yang","orcid":"https://orcid.org/0000-0001-6256-5021"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqi Yang","raw_affiliation_strings":["Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Emergency Information Processing, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]},{"raw_affiliation_string":"School of Information Engineering, Institute of Disaster Prevention, Langfang 065201, China","institution_ids":["https://openalex.org/I4210098369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5049696008"],"corresponding_institution_ids":["https://openalex.org/I4210098369"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.0881,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83198218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"4","first_page":"726","last_page":"726"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9337999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5126616358757019},{"id":"https://openalex.org/keywords/nuclear-magnetic-resonance","display_name":"Nuclear magnetic resonance","score":0.33023786544799805},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.25430476665496826}],"concepts":[{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5126616358757019},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.33023786544799805},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25430476665496826},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16040726","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040726","pdf_url":"https://www.mdpi.com/2072-4292/16/4/726/pdf?version=1708336770","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:01d2cbd5ba5340129fcc1260182a5ea8","is_oa":true,"landing_page_url":"https://doaj.org/article/01d2cbd5ba5340129fcc1260182a5ea8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 4, p 726 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16040726","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16040726","pdf_url":"https://www.mdpi.com/2072-4292/16/4/726/pdf?version=1708336770","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1927531549","display_name":null,"funder_award_id":"FZ224104","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G2042783295","display_name":null,"funder_award_id":"D2022512001","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G2363320380","display_name":null,"funder_award_id":"KCJPZ2023060","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320317129","display_name":"China National Space Administration","ror":"https://ror.org/004vanv95"},{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326553","display_name":"China Earthquake Administration","ror":"https://ror.org/045sza929"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391956625.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2560023338","https://openalex.org/W2735039185","https://openalex.org/W2884436604","https://openalex.org/W2889985731","https://openalex.org/W2902626175","https://openalex.org/W2964309882","https://openalex.org/W3088226460","https://openalex.org/W3099319035","https://openalex.org/W3105636206","https://openalex.org/W4207012393","https://openalex.org/W4280511362","https://openalex.org/W4281728936","https://openalex.org/W4313495260","https://openalex.org/W4318833640","https://openalex.org/W4320725224","https://openalex.org/W4383571120","https://openalex.org/W4385416734","https://openalex.org/W4385873104","https://openalex.org/W6687483927"],"related_works":["https://openalex.org/W2518757014","https://openalex.org/W2895576619","https://openalex.org/W4386248440","https://openalex.org/W2006730775","https://openalex.org/W2014511933","https://openalex.org/W2059580307","https://openalex.org/W2043352299","https://openalex.org/W2089808321","https://openalex.org/W2376353423","https://openalex.org/W2374072966"],"abstract_inverted_index":{"It":[0],"is":[1],"found":[2],"that":[3,134],"there":[4],"are":[5],"some":[6],"anomalous":[7],"high-energy":[8],"nuclear-shaped":[9,27,34,163,182],"regions":[10,184],"in":[11],"the":[12,17,41,49,56,96,99,106,112,119,135,139,147,174,192,202,215],"VLF":[13,59],"frequency":[14,60],"band":[15,61],"of":[16,48,58,98,161,173,194,197],"space":[18,218],"electric":[19,42,148],"field.":[20],"To":[21],"detect":[22,146,181],"and":[23,65,73,102,171,210,217],"statistically":[24],"analyze":[25],"these":[26],"anomaly":[28,35,122,164,183],"areas,":[29],"this":[30,143],"paper":[31],"proposes":[32],"a":[33,78,159],"area":[36],"detection":[37,123,193],"method":[38],"based":[39,110],"on":[40,111],"field":[43,149],"power":[44,70,150],"spectrum":[45,71,151],"image":[46,80],"data":[47,62],"China":[50],"Seismo":[51],"Electromagnetic":[52],"Satellite":[53],"(CSES-01).":[54],"First,":[55],"logarithm":[57],"was":[63,115],"calculated":[64],"rotated":[66],"counterclockwise":[67],"to":[68,76,94,117,145,156],"create":[69],"images":[72,83,152],"label":[74],"them":[75],"form":[77],"sample":[79,103],"dataset;":[81],"then,":[82],"were":[84,166],"enhanced":[85],"(which":[86],"involved":[87],"resizing,":[88],"scaling,":[89],"rotation,":[90],"gaussian":[91],"denoising,":[92],"etc.)":[93],"solve":[95],"problems":[97],"model":[100,109,124,137,144,178],"overfitting":[101],"imbalance.":[104],"Finally,":[105],"U-net":[107],"network":[108],"ResNet50":[113],"encoder":[114],"trained":[116],"obtain":[118],"optimal":[120],"kernel":[121],"ResNet50_Unet.":[125],"Comparative":[126],"experiments":[127],"with":[128],"various":[129],"semantic":[130],"segmentation":[131],"algorithms":[132],"show":[133],"ResNet50_Unet":[136],"has":[138,206],"best":[140],"performance.":[141],"Applying":[142],"from":[153,185],"November":[154],"2021":[155],"February":[157],"2022,":[158],"total":[160],"101":[162],"areas":[165],"found,":[167],"distributed":[168],"between":[169],"45\u00b0":[170],"70\u00b0":[172],"north\u2013south":[175],"latitude.":[176],"This":[177],"can":[179],"quickly":[180],"massive":[186],"data,":[187],"providing":[188],"reference":[189],"significance":[190,209],"for":[191,213],"other":[195],"types":[196],"ionospheric":[198],"spatial":[199],"disturbances.":[200],"At":[201],"same":[203],"time,":[204],"it":[205],"important":[207],"scientific":[208],"practical":[211],"value":[212],"understanding":[214],"ionosphere":[216],"communication.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
