{"id":"https://openalex.org/W2130071450","doi":"https://doi.org/10.1142/s0218127402004371","title":"SPATIAL FORECASTING: DETECTING DETERMINISM FROM SINGLE SNAPSHOTS","display_name":"SPATIAL FORECASTING: DETECTING DETERMINISM FROM SINGLE SNAPSHOTS","publication_year":2002,"publication_date":"2002-02-01","ids":{"openalex":"https://openalex.org/W2130071450","doi":"https://doi.org/10.1142/s0218127402004371","mag":"2130071450"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127402004371","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127402004371","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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 Bifurcation and Chaos","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/A5075821502","display_name":"PATRICK MARCOS-NIKOLAUS","orcid":null},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"PATRICK MARCOS-NIKOLAUS","raw_affiliation_strings":["Physics Department, University of Las Palmas, 35017 Tafira, Gran Canaria, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Las Palmas, 35017 Tafira, Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035286102","display_name":"Juan Manuel Mart\u00edn Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-0096-7142"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. M. MARTIN-GONZ\u00c1LEZ","raw_affiliation_strings":["Physics Department, University of Las Palmas, 35017 Tafira, Gran Canaria, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Las Palmas, 35017 Tafira, Gran Canaria, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046878011","display_name":"Ricard V. Sol\u00e9","orcid":"https://orcid.org/0000-0001-6974-1008"},"institutions":[{"id":"https://openalex.org/I1308548392","display_name":"Santa Fe Institute","ror":"https://ror.org/01arysc35","country_code":"US","type":"funder","lineage":["https://openalex.org/I1308548392"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"RICARD V. SOL\u00c9","raw_affiliation_strings":["Complex Systems Research Group, Department of Physics,  FEN, Universitat Politecnica de Catalunya, Campus Nord B4,  08034 Barcelona, Spain","Santa Fe Institute, 1399 Hyde Park Road, Santa Fe,  NM87501, USA","Complex Systems Research Group, Department of Physics, FEN, Universitat Politecnica de Catalunya, Campus Nord B4, 08034 Barcelona, Spain","Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM87501, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems Research Group, Department of Physics,  FEN, Universitat Politecnica de Catalunya, Campus Nord B4,  08034 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"Santa Fe Institute, 1399 Hyde Park Road, Santa Fe,  NM87501, USA","institution_ids":["https://openalex.org/I1308548392"]},{"raw_affiliation_string":"Complex Systems Research Group, Department of Physics, FEN, Universitat Politecnica de Catalunya, Campus Nord B4, 08034 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM87501, USA","institution_ids":["https://openalex.org/I1308548392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4088,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95048231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"02","first_page":"369","last_page":"376"},"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":0.9531000256538391,"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":0.9531000256538391,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/determinism","display_name":"Determinism","score":0.7000420093536377},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.6437641978263855},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.6361103057861328},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.6189237236976624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5262205600738525},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.5093337297439575},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4996616840362549},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.48458683490753174},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.43544572591781616},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.43093228340148926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3702659010887146},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17451506853103638},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10900828242301941}],"concepts":[{"id":"https://openalex.org/C192183473","wikidata":"https://www.wikidata.org/wiki/Q131133","display_name":"Determinism","level":2,"score":0.7000420093536377},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.6437641978263855},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.6361103057861328},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.6189237236976624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5262205600738525},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.5093337297439575},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4996616840362549},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.48458683490753174},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.43544572591781616},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.43093228340148926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3702659010887146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17451506853103638},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10900828242301941},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0218127402004371","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127402004371","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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 Bifurcation and Chaos","raw_type":"journal-article"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/49466","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/49466","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal Of Bifurcation And Chaos [ISSN 0218-1274], v. 12 (2), p. 369-376","raw_type":"info:eu-repo/semantics/Article"},{"id":"pmh:oai:www.mdc.ulpgc.es:DOCULPGC/561","is_oa":false,"landing_page_url":"http://www.mdc.ulpgc.es/u?/DOCULPGC,561","pdf_url":null,"source":{"id":"https://openalex.org/S4306401547","display_name":"Memoria digital de Canarias (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119635470","host_organization_name":"Universidad de Las Palmas de Gran Canaria","host_organization_lineage":["https://openalex.org/I119635470"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Bifurcation and Chaos, v. 12, n. 2, pp. 369-376","raw_type":"Art\u00edculo"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1647115711","https://openalex.org/W1980338643","https://openalex.org/W1984744374","https://openalex.org/W1994183984","https://openalex.org/W1995558303","https://openalex.org/W1998367480","https://openalex.org/W1998764658","https://openalex.org/W2001575492","https://openalex.org/W2017697825","https://openalex.org/W2018373403","https://openalex.org/W2021826819","https://openalex.org/W2038353483","https://openalex.org/W2041950407","https://openalex.org/W2054502179","https://openalex.org/W2062638588","https://openalex.org/W2066143355","https://openalex.org/W2126993644","https://openalex.org/W2144453995","https://openalex.org/W2154901359","https://openalex.org/W2326169303","https://openalex.org/W2535700133","https://openalex.org/W4214562929","https://openalex.org/W4238456603","https://openalex.org/W4255777804"],"related_works":["https://openalex.org/W4248389398","https://openalex.org/W4238075012","https://openalex.org/W4225941514","https://openalex.org/W2144844759","https://openalex.org/W2013695152","https://openalex.org/W2365154038","https://openalex.org/W2386767533","https://openalex.org/W2038524112","https://openalex.org/W2805541522","https://openalex.org/W2538689070"],"abstract_inverted_index":{"In":[0,62],"ecological":[1],"systems,":[2],"long,":[3],"high-quality":[4],"time":[5],"series":[6],"of":[7,33,57,68,90,119],"population":[8,34],"abundances":[9],"is":[10,52,74,107,112],"seldom":[11],"available.":[12],"However,":[13],"in":[14,59,95],"some":[15],"cases":[16],"populations":[17],"are":[18,43,93],"scattered":[19],"over":[20],"spatial":[21,31,41,72],"domains":[22],"where":[23,88],"physical":[24],"conditions":[25],"appear":[26],"to":[27,53,97,114],"be":[28,37],"homogeneous,":[29],"and":[30],"snapshots":[32,73],"abundance":[35],"can":[36],"obtained.":[38],"Since":[39],"these":[40,60],"patterns":[42],"generated":[44],"from":[45,71,122],"underlying":[46],"dynamical":[47],"rules,":[48],"an":[49],"important":[50],"problem":[51],"detect":[54,116],"the":[55,91,102,110,117],"presence":[56,118],"determinism":[58,69],"structures.":[61],"this":[63],"paper,":[64],"a":[65,77,84],"simple":[66,85],"model":[67],"detection":[70],"presented,":[75],"using":[76],"coupled":[78],"map":[79],"lattice":[80,92],"formalism.":[81],"It":[82,106],"involves":[83],"forecasting":[86],"approach":[87],"subparts":[89],"used":[94],"order":[96],"make":[98],"predictions":[99],"based":[100],"on":[101],"distance":[103],"between":[104],"neighbors.":[105],"shown":[108],"that":[109],"method":[111],"able":[113],"properly":[115],"low-dimensional":[120],"dynamics":[121],"single":[123],"snapshots.":[124]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}