{"id":"https://openalex.org/W2057136064","doi":"https://doi.org/10.1142/s1793962313500086","title":"EIGEN-TEMPERATURE MODEL FOR THE ANNUAL AIR TEMPERATURE MOVEMENT EVALUATION AND FORECAST","display_name":"EIGEN-TEMPERATURE MODEL FOR THE ANNUAL AIR TEMPERATURE MOVEMENT EVALUATION AND FORECAST","publication_year":2013,"publication_date":"2013-01-31","ids":{"openalex":"https://openalex.org/W2057136064","doi":"https://doi.org/10.1142/s1793962313500086","mag":"2057136064"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962313500086","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962313500086","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","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/A5100294316","display_name":"Zong-chang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"ZONG-CHANG YANG","raw_affiliation_strings":["School of Information and Electronical Engineering, Hunan University of Science and Technology, Xiangtan 411201, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronical Engineering, Hunan University of Science and Technology, Xiangtan 411201, P. R. China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100294316"],"corresponding_institution_ids":["https://openalex.org/I121296143"],"apc_list":null,"apc_paid":null,"fwci":0.411,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69467149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"04","issue":"03","first_page":"1350008","last_page":"1350008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9883000254631042,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.7497743368148804},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.7194240689277649},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5875416994094849},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5643264055252075},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5453722476959229},{"id":"https://openalex.org/keywords/air-temperature","display_name":"Air temperature","score":0.5380539298057556},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.516776442527771},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.4827260673046112},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.43394023180007935},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.4152188301086426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40939998626708984},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4030553102493286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36592012643814087},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.356195330619812},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34874412417411804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3136322498321533},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2058846652507782},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18467673659324646},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.11408865451812744},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0914936363697052},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07087910175323486}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7497743368148804},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.7194240689277649},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5875416994094849},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5643264055252075},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5453722476959229},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.5380539298057556},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.516776442527771},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4827260673046112},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.43394023180007935},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.4152188301086426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40939998626708984},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4030553102493286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36592012643814087},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.356195330619812},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34874412417411804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3136322498321533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2058846652507782},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18467673659324646},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.11408865451812744},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0914936363697052},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07087910175323486},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793962313500086","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962313500086","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8399999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326692","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W257661283","https://openalex.org/W1605708511","https://openalex.org/W1967012580","https://openalex.org/W1972169503","https://openalex.org/W1977826162","https://openalex.org/W1982120517","https://openalex.org/W2002122262","https://openalex.org/W2032345605","https://openalex.org/W2033419168","https://openalex.org/W2046820181","https://openalex.org/W2047320794","https://openalex.org/W2054785847","https://openalex.org/W2075944089","https://openalex.org/W2076017810","https://openalex.org/W2076227415","https://openalex.org/W2096013212","https://openalex.org/W2098486236","https://openalex.org/W2125392132","https://openalex.org/W2132626918","https://openalex.org/W2137159670","https://openalex.org/W2138451337","https://openalex.org/W2145783858","https://openalex.org/W2166361350","https://openalex.org/W2166915851","https://openalex.org/W2169228003","https://openalex.org/W2172304939","https://openalex.org/W2499013147","https://openalex.org/W2610245634"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W2531880140","https://openalex.org/W2364594919","https://openalex.org/W4297802450","https://openalex.org/W4205535906","https://openalex.org/W1489099099","https://openalex.org/W2886934452","https://openalex.org/W1974955043"],"abstract_inverted_index":{"Climate":[0],"variability":[1],"and":[2,20,69,87,147,163,197],"its":[3,135,184],"changes":[4],"are":[5,62,67],"issues":[6],"of":[7,53,56,85,93,157,178],"broader":[8],"global":[9],"concern.":[10],"This":[11],"study":[12],"addresses":[13],"the":[14,33,83,94,101,106,124,131,179,187,193,198,201],"annual":[15,34,150],"air":[16,35],"temperature":[17,36,57,71,78,102,126,137,151],"movement":[18,37,72,79,103,127,152],"evaluation":[19,45,146],"forecasting":[21,148],"based":[22],"on":[23,200],"principal":[24,50,60],"component":[25],"analysis":[26,182],"(PCA).":[27],"An":[28],"Eigen-temperature":[29,141,189],"model":[30,142,190,196],"for":[31,44,100,123,149],"describing":[32],"by":[38,48,75,89,104,134],"employing":[39,105],"PCA":[40],"is":[41,46,73,80,108,111,143,191],"introduced.":[42],"Subspace":[43],"generated":[47,133],"selecting":[49],"orthogonal":[51],"eigenvectors":[52,61,68],"covariance":[54],"matrix":[55],"data.":[58],"The":[59,139],"called":[63],"\"Eigen-temperatures\",":[64],"since":[65],"they":[66],"each":[70],"described":[74,88],"them.":[76],"Each":[77],"projected":[81],"onto":[82],"subspace":[84],"eigenspace,":[86],"a":[90,97],"linear":[91],"combination":[92],"Eigen-temperatures.":[95],"Then,":[96],"forecast":[98,202],"method":[99],"Eigen-temperatures":[107],"proposed.":[109,180],"Forecast":[110],"implemented":[112],"with":[113,128,172],"polynomial":[114],"curve":[115],"fitting":[116],"algorithm":[117],"to":[118,130,145,161,166],"estimate":[119],"subsequent":[120,125],"representation":[121],"weights":[122],"respect":[129],"\"Eigen-temperatures\"":[132],"previous":[136],"movements.":[138],"proposed":[140,188],"applied":[144],"at":[153],"Tongchuan":[154],"observation":[155,174],"station":[156],"China":[158],"from":[159,164],"1962":[160],"1971":[162],"1994":[165],"2002.":[167],"Experimental":[168],"results":[169],"agreeing":[170],"well":[171],"actual":[173],"values":[175],"show":[176],"workability":[177],"Result":[181],"indicates":[183],"effectiveness":[185],"that":[186],"outperforming":[192],"classical":[194],"AR":[195],"BP-ANN":[199],"tasks.":[203]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}