{"id":"https://openalex.org/W2783582467","doi":"https://doi.org/10.1038/s41598-019-43571-2","title":"Detecting dynamic spatial correlation patterns with generalized wavelet coherence and non-stationary surrogate data","display_name":"Detecting dynamic spatial correlation patterns with generalized wavelet coherence and non-stationary surrogate data","publication_year":2019,"publication_date":"2019-05-14","ids":{"openalex":"https://openalex.org/W2783582467","doi":"https://doi.org/10.1038/s41598-019-43571-2","mag":"2783582467","pmid":"https://pubmed.ncbi.nlm.nih.gov/31089157","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6517435"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-019-43571-2","doi":"https://doi.org/10.1038/s41598-019-43571-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-019-43571-2","pdf_url":"https://www.nature.com/articles/s41598-019-43571-2.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-019-43571-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038624724","display_name":"Mario Ch\u00e1vez","orcid":"https://orcid.org/0000-0003-0390-4833","observed_orcids":["https://orcid.org/0000-0003-0390-4833","https://orcid.org/0000-0002-4691-1016"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mario Chavez","raw_affiliation_strings":["CNRS UMR-7225, H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, 75013, Paris, France. neurodynamicslab@gmail.com","CNRS UMR-7225, H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UMR-7225, H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, 75013, Paris, France. neurodynamicslab@gmail.com","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121705","https://openalex.org/I4210152724"]},{"raw_affiliation_string":"CNRS UMR-7225, H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121705","https://openalex.org/I4210152724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008792660","display_name":"Bernard Cazelles","orcid":"https://orcid.org/0000-0002-7972-361X","observed_orcids":["https://orcid.org/0000-0002-7972-361X"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4210129409","display_name":"Institut de Biologie de l'\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/03mxktp47","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210096427","https://openalex.org/I4210129409"]},{"id":"https://openalex.org/I4210153851","display_name":"Unit\u00e9 de Mod\u00e9lisation Math\u00e9matique et Informatique des Syst\u00e8mes Complexes","ror":"https://ror.org/053kxkj53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210153851","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bernard Cazelles","raw_affiliation_strings":["CNRS UMR-8197, IBENS, Ecole Normale Sup\u00e9rieure, 75005, Paris, France","IRD-UPMC UMI-209, UMMISCO, 93143, Bondy, France","CNRS UMR-8197, IBENS, Ecole Normale Sup\u00e9rieure, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-7972-361X","affiliations":[{"raw_affiliation_string":"CNRS UMR-8197, IBENS, Ecole Normale Sup\u00e9rieure, 75005, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210129409"]},{"raw_affiliation_string":"IRD-UPMC UMI-209, UMMISCO, 93143, Bondy, France","institution_ids":["https://openalex.org/I4210153851","https://openalex.org/I4210166444"]},{"raw_affiliation_string":"CNRS UMR-8197, IBENS, Ecole Normale Sup\u00e9rieure, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I4210129409"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038624724"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121705","https://openalex.org/I4210152724"],"apc_list":{"value":1790,"currency":"USD","value_usd":1790},"apc_paid":{"value":1790,"currency":"USD","value_usd":1790},"fwci":10.4649,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.98145113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"9","issue":"1","first_page":"7389","last_page":"7389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.8446999788284302,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.8446999788284302,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.05050000175833702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.02630000002682209,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spatial-coherence","display_name":"spatial coherence","score":0.5849999785423279},{"id":"https://openalex.org/keywords/multivariate-time-series","display_name":"multivariate time series","score":0.8539999723434448},{"id":"https://openalex.org/keywords/time-frequency-analysis","display_name":"time-frequency analysis","score":0.703000009059906},{"id":"https://openalex.org/keywords/nonstationary-processes","display_name":"non-stationary processes","score":0.8109999895095825},{"id":"https://openalex.org/keywords/spatially-extended-systems","display_name":"spatially extended systems","score":0.8899999856948853}],"concepts":[{"id":"https://openalex.org/C142806159","wikidata":"https://www.wikidata.org/wiki/Q7646876","display_name":"Surrogate data","level":3,"score":0.822982668876648},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.737912118434906},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.674971342086792},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.6283648610115051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317308902740479},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48282918334007263},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.47617048025131226},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.4726625680923462},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4406711757183075},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.4401395320892334},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.43231523036956787},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4309215247631073},{"id":"https://openalex.org/C110405555","wikidata":"https://www.wikidata.org/wiki/Q1192209","display_name":"Stationary process","level":2,"score":0.42282670736312866},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40553587675094604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39729633927345276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34126967191696167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30592894554138184},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.29715496301651},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10075223445892334},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07583007216453552},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1038/s41598-019-43571-2","doi":"https://doi.org/10.1038/s41598-019-43571-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-019-43571-2","pdf_url":"https://www.nature.com/articles/s41598-019-43571-2.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:5502968","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6517435","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6517435","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6517435","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:31089157","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31089157","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1801.04778","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.04778","pdf_url":"https://arxiv.org/pdf/1801.04778","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2783582467","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1801.04778.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-01720020v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-01720020","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, 2019, 9 (1), pp.7389. ⟨10.1038/s41598-019-43571-2⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-02349065v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02349065","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2045-2322","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.1801.04778","doi":"https://doi.org/10.48550/arxiv.1801.04778","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1801.04778","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1038/s41598-019-43571-2","doi":"https://doi.org/10.1038/s41598-019-43571-2","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-019-43571-2","pdf_url":"https://www.nature.com/articles/s41598-019-43571-2.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8192066219","display_name":"Targeting PAthogen\u2019s NIChe: a new approach for infectious diseases control in low-income countries","funder_award_id":"ANR-14-CE02-0015","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783582467.pdf","grobid_xml":"https://content.openalex.org/works/W2783582467.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W950991549","https://openalex.org/W1473852543","https://openalex.org/W1964127964","https://openalex.org/W1969068049","https://openalex.org/W1974444063","https://openalex.org/W1981820607","https://openalex.org/W1986626672","https://openalex.org/W1993005167","https://openalex.org/W2003411364","https://openalex.org/W2007422068","https://openalex.org/W2010800877","https://openalex.org/W2023667702","https://openalex.org/W2024383241","https://openalex.org/W2034139177","https://openalex.org/W2040539214","https://openalex.org/W2043038513","https://openalex.org/W2052721519","https://openalex.org/W2058669942","https://openalex.org/W2077955797","https://openalex.org/W2089225891","https://openalex.org/W2101966370","https://openalex.org/W2102694325","https://openalex.org/W2110065044","https://openalex.org/W2113114335","https://openalex.org/W2115755118","https://openalex.org/W2121592473","https://openalex.org/W2123448864","https://openalex.org/W2156247894","https://openalex.org/W2162136094","https://openalex.org/W2162800060","https://openalex.org/W2165160692","https://openalex.org/W2166798163","https://openalex.org/W2167281592","https://openalex.org/W2170131286","https://openalex.org/W2170923575","https://openalex.org/W2315608729","https://openalex.org/W2595343137","https://openalex.org/W2808553959","https://openalex.org/W3143806667"],"related_works":["https://openalex.org/W2071801173","https://openalex.org/W2543364430","https://openalex.org/W3212117925","https://openalex.org/W2184155459","https://openalex.org/W2151517161","https://openalex.org/W254144861","https://openalex.org/W2007422068","https://openalex.org/W2966089059","https://openalex.org/W7082554097","https://openalex.org/W4312140048"],"abstract_inverted_index":{"Time":[0],"series":[1],"measured":[2],"from":[3,37],"real-world":[4,74],"systems":[5],"are":[6,50],"generally":[7],"noisy,":[8],"complex":[9],"and":[10,28,61,73,77],"display":[11],"statistical":[12],"properties":[13],"that":[14,24,80],"evolve":[15],"continuously":[16],"over":[17],"time.":[18],"Here,":[19],"we":[20,78],"present":[21],"a":[22,53],"method":[23],"combines":[25],"wavelet":[26],"analysis":[27],"non-stationary":[29,54],"surrogates":[30],"to":[31],"detect":[32],"short-lived":[33],"spatial":[34],"coherent":[35],"patterns":[36],"multivariate":[38],"time-series.":[39],"In":[40],"contrast":[41],"with":[42],"standard":[43],"methods,":[44],"the":[45,59,87],"surrogate":[46],"data":[47],"proposed":[48],"here":[49],"realisations":[51],"of":[52,64,90],"stochastic":[55],"process,":[56],"preserving":[57],"both":[58],"amplitude":[60],"time-frequency":[62],"distributions":[63],"original":[65],"data.":[66],"We":[67],"evaluate":[68],"this":[69],"framework":[70],"on":[71],"synthetic":[72],"time":[75],"series,":[76],"show":[79],"it":[81],"can":[82],"provide":[83],"useful":[84],"insights":[85],"into":[86],"time-resolved":[88],"structure":[89],"spatially":[91],"extended":[92],"systems.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-01-26T00:00:00"}