{"id":"https://openalex.org/W2755045538","doi":"https://doi.org/10.1109/multi-temp.2017.8035208","title":"Combined use of SAR and optical time series data for near real-time forest disturbance mapping","display_name":"Combined use of SAR and optical time series data for near real-time forest disturbance mapping","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2755045538","doi":"https://doi.org/10.1109/multi-temp.2017.8035208","mag":"2755045538"},"language":"en","primary_location":{"id":"doi:10.1109/multi-temp.2017.8035208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2017.8035208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037817945","display_name":"Manuela Hirschmugl","orcid":"https://orcid.org/0000-0002-5224-0992"},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Manuela Hirschmugl","raw_affiliation_strings":["JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058253478","display_name":"Janik Deutscher","orcid":"https://orcid.org/0000-0001-8443-5404"},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Janik Deutscher","raw_affiliation_strings":["JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110571010","display_name":"Karlheinz Gutjahr","orcid":null},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl-Heinz Gutjahr","raw_affiliation_strings":["JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082441299","display_name":"Carina Sobe","orcid":"https://orcid.org/0000-0003-2417-7911"},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Carina Sobe","raw_affiliation_strings":["JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108381697","display_name":"Mathias Schardt","orcid":null},"institutions":[{"id":"https://openalex.org/I13402291","display_name":"Joanneum Research","ror":"https://ror.org/049bdss47","country_code":"AT","type":"facility","lineage":["https://openalex.org/I13402291"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Mathias Schardt","raw_affiliation_strings":["JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JOANNEUM RESEARCH, Institute for Information and Communication Technologies, Graz, Austria","institution_ids":["https://openalex.org/I13402291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I13402291"],"apc_list":null,"apc_paid":null,"fwci":13.18,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98734177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9955999851226807,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.992900013923645,"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/disturbance","display_name":"Disturbance (geology)","score":0.7382964491844177},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.711897611618042},{"id":"https://openalex.org/keywords/cloud-cover","display_name":"Cloud cover","score":0.6422668695449829},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5420286655426025},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4937034547328949},{"id":"https://openalex.org/keywords/tropical-forest","display_name":"Tropical forest","score":0.4745146632194519},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3353744447231293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3083706200122833},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2191120982170105},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10888835787773132},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1038120687007904}],"concepts":[{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.7382964491844177},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.711897611618042},{"id":"https://openalex.org/C206887242","wikidata":"https://www.wikidata.org/wiki/Q830457","display_name":"Cloud cover","level":3,"score":0.6422668695449829},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5420286655426025},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4937034547328949},{"id":"https://openalex.org/C2776285232","wikidata":"https://www.wikidata.org/wiki/Q1048194","display_name":"Tropical forest","level":2,"score":0.4745146632194519},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3353744447231293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3083706200122833},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2191120982170105},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10888835787773132},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1038120687007904},{"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/multi-temp.2017.8035208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2017.8035208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1508565884","https://openalex.org/W1884275711","https://openalex.org/W1964556122","https://openalex.org/W1987064663","https://openalex.org/W1988092524","https://openalex.org/W1993237320","https://openalex.org/W1999635212","https://openalex.org/W2050252739","https://openalex.org/W2066633241","https://openalex.org/W2078104959","https://openalex.org/W2118364838","https://openalex.org/W2134099776","https://openalex.org/W2137341666","https://openalex.org/W2140908571","https://openalex.org/W2161773957","https://openalex.org/W2167350866","https://openalex.org/W2269369078","https://openalex.org/W2288373547","https://openalex.org/W2295813245","https://openalex.org/W2318784444","https://openalex.org/W2559468428","https://openalex.org/W2584552141","https://openalex.org/W2605442011","https://openalex.org/W4285719527","https://openalex.org/W6647187471","https://openalex.org/W6736096453"],"related_works":["https://openalex.org/W2038604956","https://openalex.org/W2296560746","https://openalex.org/W2338222801","https://openalex.org/W2347583731","https://openalex.org/W2106602008","https://openalex.org/W2067832159","https://openalex.org/W2153353177","https://openalex.org/W3156121563","https://openalex.org/W2355389557","https://openalex.org/W4244478748"],"abstract_inverted_index":{"Tropical":[0],"forest":[1,16,58,83,107,156],"monitoring":[2,157],"with":[3,132],"EO":[4],"is":[5,33,64,76],"limited":[6],"by":[7,22],"two":[8],"main":[9],"factors:":[10],"frequent":[11],"cloud":[12,36],"cover":[13],"and":[14,29,48,51,87,121,138],"rapid":[15],"regrowth.":[17],"Both":[18],"can":[19],"be":[20],"overcome":[21],"using":[23],"temporally":[24],"dense":[25],"optical":[26,49,70,88,119],"image":[27],"stacks":[28,90],"SAR":[30,46,86],"imagery":[31],"that":[32],"independent":[34],"of":[35,44,69,150],"cover.":[37],"We":[38],"present":[39],"a":[40,104],"method":[41,100],"making":[42],"use":[43],"both":[45],"(Sentinel-1)":[47],"(Sentinel-2":[50],"Landsat-8)":[52],"time":[53],"series":[54],"data":[55,89],"to":[56],"map":[57,63,75],"disturbances.":[59],"An":[60],"initial":[61,73],"forest/non-forest":[62,74],"calculated":[65],"based":[66,79,94],"on":[67,80,95],"time-series":[68],"data.":[71],"The":[72,99,124],"then":[77],"updated":[78],"the":[81,96,117,128,136,142],"detected":[82],"disturbances":[84],"from":[85],"which":[91],"are":[92],"merged":[93],"Bayes'":[97],"theorem.":[98],"was":[101],"applied":[102],"at":[103],"complex":[105],"tropical":[106,155],"site":[108],"in":[109,148],"Peru.":[110],"Disturbance":[111],"detection":[112,130],"accuracies":[113,131],"were":[114],"computed":[115],"for":[116,135,141],"S-1,":[118],"only":[120],"combined":[122,125],"approach.":[123],"approach":[126],"shows":[127],"highest":[129],"83.7":[133],"%":[134,140],"area-based":[137],"97.1":[139],"plot-based":[143],"validation.":[144],"Our":[145],"results":[146],"argue":[147],"support":[149],"future":[151],"near":[152],"real-time":[153],"multi-sensor":[154],"systems.":[158]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}