{"id":"https://openalex.org/W2511290388","doi":"https://doi.org/10.3390/rs8080687","title":"Landsat Imagery Spectral Trajectories\u2014Important Variables for Spatially Predicting the Risks of Bark Beetle Disturbance","display_name":"Landsat Imagery Spectral Trajectories\u2014Important Variables for Spatially Predicting the Risks of Bark Beetle Disturbance","publication_year":2016,"publication_date":"2016-08-22","ids":{"openalex":"https://openalex.org/W2511290388","doi":"https://doi.org/10.3390/rs8080687","mag":"2511290388"},"language":"en","primary_location":{"id":"doi:10.3390/rs8080687","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080687","pdf_url":"https://www.mdpi.com/2072-4292/8/8/687/pdf?version=1472022136","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/2072-4292/8/8/687/pdf?version=1472022136","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067749806","display_name":"Martin Hais","orcid":"https://orcid.org/0000-0001-9541-5847"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Martin Hais","raw_affiliation_strings":["Department of Ecosystem Biology, Faculty of Science, University of South Bohemia, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Ecosystem Biology, Faculty of Science, University of South Bohemia, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017530629","display_name":"Jan Wild","orcid":"https://orcid.org/0000-0003-3007-4070"},"institutions":[{"id":"https://openalex.org/I205984670","display_name":"Czech University of Life Sciences Prague","ror":"https://ror.org/0415vcw02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I205984670"]},{"id":"https://openalex.org/I4210132792","display_name":"Czech Academy of Sciences, Institute of Botany","ror":"https://ror.org/03qqnc658","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210132792"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Wild","raw_affiliation_strings":["Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kam\u00fdck\u00e1 129, Praha 6\u2014Suchdol 16521, Czech Republic","Institute of Botany, The Czech Academy of Sciences, Pr\u016fhonice 25243, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kam\u00fdck\u00e1 129, Praha 6\u2014Suchdol 16521, Czech Republic","institution_ids":["https://openalex.org/I205984670"]},{"raw_affiliation_string":"Institute of Botany, The Czech Academy of Sciences, Pr\u016fhonice 25243, Czech Republic","institution_ids":["https://openalex.org/I4210132792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051196619","display_name":"Lud\u011bk Berec","orcid":"https://orcid.org/0000-0002-2419-3324"},"institutions":[{"id":"https://openalex.org/I4210122510","display_name":"Institute of Entomology","ror":"https://ror.org/039nazg33","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210122510"]},{"id":"https://openalex.org/I4210164740","display_name":"Czech Academy of Sciences, Biology Centre","ror":"https://ror.org/05pq4yn02","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210164740"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Lud\u011bk Berec","raw_affiliation_strings":["Department of Ecology, Institute of Entomology, Biology Centre CAS, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Ecology, Institute of Entomology, Biology Centre CAS, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic","institution_ids":["https://openalex.org/I4210164740","https://openalex.org/I4210122510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028052614","display_name":"J Bruna","orcid":"https://orcid.org/0000-0002-4839-4593"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210132792","display_name":"Czech Academy of Sciences, Institute of Botany","ror":"https://ror.org/03qqnc658","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210132792"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Josef Br\u016fna","raw_affiliation_strings":["Institute for Environmental Studies, Faculty of Science, Charles University in Prague, Ben\u00e1tsk\u00e1 2, 12801 Prague 2, Czech Republic","Institute of Botany, The Czech Academy of Sciences, Pr\u016fhonice 25243, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Institute for Environmental Studies, Faculty of Science, Charles University in Prague, Ben\u00e1tsk\u00e1 2, 12801 Prague 2, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Institute of Botany, The Czech Academy of Sciences, Pr\u016fhonice 25243, Czech Republic","institution_ids":["https://openalex.org/I4210132792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030258636","display_name":"Robert E. Kennedy","orcid":"https://orcid.org/0000-0002-5507-474X"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Kennedy","raw_affiliation_strings":["College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, 114 Wilkinson Hall, Corvallis, OR 97331, USA"],"affiliations":[{"raw_affiliation_string":"College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, 114 Wilkinson Hall, Corvallis, OR 97331, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068309011","display_name":"Justin Braaten","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Braaten","raw_affiliation_strings":["Department of Forest Ecosystems and Society, Oregon State University, 321 Richardson Hall, Corvallis, OR 97331, USA"],"affiliations":[{"raw_affiliation_string":"Department of Forest Ecosystems and Society, Oregon State University, 321 Richardson Hall, Corvallis, OR 97331, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045549850","display_name":"Zden\u011bk Bro\u017e","orcid":null},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zden\u011bk Bro\u017e","raw_affiliation_strings":["Department of Ecosystem Biology, Faculty of Science, University of South Bohemia, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Ecosystem Biology, Faculty of Science, University of South Bohemia, Brani\u0161ovsk\u00e1 31, \u010cesk\u00e9 Bud\u011bjovice 37005, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067749806"],"corresponding_institution_ids":["https://openalex.org/I3124161356"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.7804,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.89604191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"8","first_page":"687","last_page":"687"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11691","display_name":"Forest Insect Ecology and Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11691","display_name":"Forest Insect Ecology and Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bark-beetle","display_name":"Bark beetle","score":0.8502933979034424},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.7312053442001343},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5851490497589111},{"id":"https://openalex.org/keywords/infestation","display_name":"Infestation","score":0.5593321323394775},{"id":"https://openalex.org/keywords/abiotic-component","display_name":"Abiotic component","score":0.539178729057312},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4875633120536804},{"id":"https://openalex.org/keywords/mountain-pine-beetle","display_name":"Mountain pine beetle","score":0.45252150297164917},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3659086227416992},{"id":"https://openalex.org/keywords/bark","display_name":"Bark (sound)","score":0.35100969672203064},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3226216435432434},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16195085644721985},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.08848103880882263}],"concepts":[{"id":"https://openalex.org/C2779751432","wikidata":"https://www.wikidata.org/wiki/Q720458","display_name":"Bark beetle","level":3,"score":0.8502933979034424},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.7312053442001343},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5851490497589111},{"id":"https://openalex.org/C2776451879","wikidata":"https://www.wikidata.org/wiki/Q1292038","display_name":"Infestation","level":2,"score":0.5593321323394775},{"id":"https://openalex.org/C132215390","wikidata":"https://www.wikidata.org/wiki/Q461335","display_name":"Abiotic component","level":2,"score":0.539178729057312},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4875633120536804},{"id":"https://openalex.org/C2777131384","wikidata":"https://www.wikidata.org/wiki/Q819902","display_name":"Mountain pine beetle","level":2,"score":0.45252150297164917},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3659086227416992},{"id":"https://openalex.org/C133446333","wikidata":"https://www.wikidata.org/wiki/Q38681","display_name":"Bark (sound)","level":2,"score":0.35100969672203064},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3226216435432434},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16195085644721985},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08848103880882263},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs8080687","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080687","pdf_url":"https://www.mdpi.com/2072-4292/8/8/687/pdf?version=1472022136","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:asep.lib.cas.cz:CavUnEpca/0463567","is_oa":false,"landing_page_url":"http://hdl.handle.net/11104/0262740","pdf_url":null,"source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:88b2bc108f504fed87d4acd06466b617","is_oa":true,"landing_page_url":"https://doaj.org/article/88b2bc108f504fed87d4acd06466b617","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 8, Iss 8, p 687 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/8/8/687/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs8080687","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 8; Issue 8; Pages: 687","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs8080687","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8080687","pdf_url":"https://www.mdpi.com/2072-4292/8/8/687/pdf?version=1472022136","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":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G6229756265","display_name":null,"funder_award_id":"COST LD 15158","funder_id":"https://openalex.org/F4320321005","funder_display_name":"Ministerstvo \u0160kolstv\u00ed, Ml\u00e1de\u017ee a T\u011blov\u00fdchovy"}],"funders":[{"id":"https://openalex.org/F4320321005","display_name":"Ministerstvo \u0160kolstv\u00ed, Ml\u00e1de\u017ee a T\u011blov\u00fdchovy","ror":"https://ror.org/037n8p820"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2511290388.pdf","grobid_xml":"https://content.openalex.org/works/W2511290388.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W120907723","https://openalex.org/W200632227","https://openalex.org/W209384656","https://openalex.org/W853655552","https://openalex.org/W1526740462","https://openalex.org/W1573505902","https://openalex.org/W1584343945","https://openalex.org/W1821964282","https://openalex.org/W1834239181","https://openalex.org/W1850971971","https://openalex.org/W1865405897","https://openalex.org/W1963949604","https://openalex.org/W1973862688","https://openalex.org/W1974734701","https://openalex.org/W1979374577","https://openalex.org/W1980753670","https://openalex.org/W1981095698","https://openalex.org/W1981457167","https://openalex.org/W1987064663","https://openalex.org/W1989203457","https://openalex.org/W1989726747","https://openalex.org/W1996656563","https://openalex.org/W2005551589","https://openalex.org/W2006617902","https://openalex.org/W2009726216","https://openalex.org/W2016688866","https://openalex.org/W2019652370","https://openalex.org/W2024047205","https://openalex.org/W2024935444","https://openalex.org/W2027298065","https://openalex.org/W2027494766","https://openalex.org/W2028057222","https://openalex.org/W2036417688","https://openalex.org/W2038303802","https://openalex.org/W2041149928","https://openalex.org/W2044740371","https://openalex.org/W2045696328","https://openalex.org/W2051922385","https://openalex.org/W2058655705","https://openalex.org/W2063267306","https://openalex.org/W2070858879","https://openalex.org/W2076168387","https://openalex.org/W2077171635","https://openalex.org/W2081821157","https://openalex.org/W2086911777","https://openalex.org/W2096650374","https://openalex.org/W2100176513","https://openalex.org/W2106870620","https://openalex.org/W2111684210","https://openalex.org/W2111759081","https://openalex.org/W2115268776","https://openalex.org/W2118364838","https://openalex.org/W2123505062","https://openalex.org/W2130037317","https://openalex.org/W2130239832","https://openalex.org/W2130503901","https://openalex.org/W2131842864","https://openalex.org/W2135332057","https://openalex.org/W2140908571","https://openalex.org/W2145413250","https://openalex.org/W2153084291","https://openalex.org/W2153807771","https://openalex.org/W2156074310","https://openalex.org/W2157675604","https://openalex.org/W2158698691","https://openalex.org/W2169490017","https://openalex.org/W2207539196","https://openalex.org/W2230808492","https://openalex.org/W2342855816","https://openalex.org/W2791543935","https://openalex.org/W4205510175","https://openalex.org/W4234750113","https://openalex.org/W6604830333","https://openalex.org/W6990527575"],"related_works":["https://openalex.org/W4240345156","https://openalex.org/W1033163757","https://openalex.org/W4247737404","https://openalex.org/W1887613416","https://openalex.org/W1966943508","https://openalex.org/W2029354931","https://openalex.org/W2175404876","https://openalex.org/W1878201607","https://openalex.org/W2977652438","https://openalex.org/W2256377017"],"abstract_inverted_index":{"Tree":[0],"mortality":[1],"caused":[2],"by":[3,166],"bark":[4,24,47,73,112,198,249,327,350],"beetle":[5,25,48,74,199,250,328,351],"infestation":[6,75,251],"has":[7],"significant":[8],"effects":[9],"on":[10,43],"the":[11,38,90,94,98,102,144,167,197,256,273,278,282,285,306,309,323,347],"ecology":[12],"and":[13,18,105,123,141,150,159,177,204,241,265,299,320],"value":[14],"of":[15,23,40,67,72,93,111,171,184,228,234,248,284,312,326,349,357],"both":[16],"natural":[17],"commercial":[19],"forests.":[20],"Therefore,":[21],"prediction":[22],"infestations":[26],"is":[27],"critical":[28],"in":[29,89,97,121,124,226,269,281,362],"forest":[30,44,114,135,146],"management.":[31],"Existing":[32],"predictive":[33,209,246,258,310],"models,":[34],"however,":[35],"rarely":[36],"consider":[37],"influence":[39],"long-term":[41,68,358],"stressors":[42],"susceptibility":[45],"to":[46,129,143,218,220,262,305],"infestation.":[49,200],"In":[50],"this":[51,84],"study":[52,85],"we":[53,207],"introduce":[54],"pre-disturbance":[55,236,291,338],"spectral":[56,162,237,339],"trajectories":[57,163,238,340],"from":[58,87,117,127,147,180,191,216],"Landsat":[59,186],"Thematic":[60],"Mapper":[61],"(TM)":[62],"imagery":[63],"as":[64,155,317],"an":[65],"indicator":[66],"stress":[69],"into":[70],"models":[71,210,321],"together":[76],"with":[77,296],"commonly":[78],"used":[79],"environmental":[80,132,263],"predictors.":[81],"Observations":[82],"for":[83,212,222,333,345,355],"come":[86],"forests":[88],"central":[91],"part":[92],"\u0160umava":[95],"Mountains,":[96],"border":[99],"region":[100],"between":[101],"Czech":[103],"Republic":[104],"Germany,":[106],"Central":[107],"Europe.":[108],"The":[109,131,337],"areas":[110],"beetle-infested":[113],"were":[115,164,293],"delineated":[116],"aerial":[118],"photographs":[119],"taken":[120],"1991":[122],"every":[125],"year":[126,195,215],"1994":[128,217],"2000.":[130],"predictors":[133,230,292],"represent":[134],"stand":[136],"attributes":[137],"(e.g.,":[138],"tree":[139],"density":[140],"distance":[142],"infested":[145],"previous":[148],"year)":[149],"common":[151],"abiotic":[152],"factors,":[153],"such":[154],"topography,":[156],"climate,":[157],"geology,":[158],"soil.":[160],"Pre-disturbance":[161],"defined":[165],"linear":[168],"regression":[169,203],"slope":[170,240,254,276],"Tasseled":[172],"Cap":[173],"components":[174],"(Wetness,":[175],"Brightness":[176,242,275],"Greenness)":[178],"calculated":[179,208],"a":[181,223],"time":[182,318],"series":[183],"16":[185],"TM":[187],"images":[188],"across":[189],"years":[190],"1984":[192],"until":[193],"one":[194],"before":[196],"Using":[201],"logistic":[202],"multimodel":[205],"inference,":[206],"separately":[211],"each":[213],"single":[214],"2000":[219],"account":[221],"possible":[224],"shift":[225],"importance":[227],"individual":[229],"during":[231],"disturbance.":[232],"Inclusion":[233],"two":[235],"(Wetness":[239],"slope)":[243],"significantly":[244],"improved":[245,277],"ability":[247],"models.":[252],"Wetness":[253],"had":[255],"greatest":[257],"power,":[259],"even":[260,361],"relative":[261],"predictors,":[264,298],"was":[266],"relatively":[267],"stable":[268],"its":[270],"power":[271,304,311],"over":[272],"years.":[274],"model":[279,315],"only":[280,344],"middle":[283],"disturbance":[286],"period":[287],"(1996).":[288],"Importantly,":[289],"these":[290],"not":[294,343],"correlated":[295],"other":[297],"therefore":[300],"bring":[301],"additional":[302],"explanatory":[303],"model.":[307],"Generally,":[308],"most":[313],"fitted":[314],"decreases":[316],"progresses":[319],"describing":[322],"initial":[324],"phase":[325],"outbreaks":[329],"appear":[330],"more":[331],"reliable":[332],"conducting":[334],"near-future":[335],"predictions.":[336],"are":[341],"valuable":[342],"assessing":[346],"risk":[348],"infestation,":[352],"but":[353],"also":[354],"detection":[356],"gradual":[359],"changes":[360],"non-forest":[363],"ecosystems.":[364]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2016-09-16T00:00:00"}
