{"id":"https://openalex.org/W4396222713","doi":"https://doi.org/10.3390/rs16091553","title":"Sensitivity of Sentinel-1 Backscatter to Management-Related Disturbances in Temperate Forests","display_name":"Sensitivity of Sentinel-1 Backscatter to Management-Related Disturbances in Temperate Forests","publication_year":2024,"publication_date":"2024-04-27","ids":{"openalex":"https://openalex.org/W4396222713","doi":"https://doi.org/10.3390/rs16091553"},"language":"en","primary_location":{"id":"doi:10.3390/rs16091553","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091553","pdf_url":null,"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://doi.org/10.3390/rs16091553","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037970235","display_name":"Sietse van der Woude","orcid":"https://orcid.org/0009-0000-1427-2312"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Sietse van der Woude","raw_affiliation_strings":["Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004918175","display_name":"Johannes Reiche","orcid":"https://orcid.org/0000-0002-4327-4349"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Johannes Reiche","raw_affiliation_strings":["Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091740573","display_name":"Frank J. Sterck","orcid":"https://orcid.org/0000-0001-7559-6572"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frank Sterck","raw_affiliation_strings":["Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042103043","display_name":"G.J. Nabuurs","orcid":"https://orcid.org/0000-0002-9761-074X"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gert-Jan Nabuurs","raw_affiliation_strings":["Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands","Wageningen Environmental Research, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]},{"raw_affiliation_string":"Wageningen Environmental Research, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053930763","display_name":"Marleen A. E. Vos","orcid":"https://orcid.org/0000-0001-7929-4213"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marleen Vos","raw_affiliation_strings":["Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Forest Ecology and Forest Management Group, Wageningen University and Research, P.O. Box 47, 6700 AA Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051124265","display_name":"Martin Herold","orcid":"https://orcid.org/0000-0003-0246-6886"},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]},{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Martin Herold","raw_affiliation_strings":["GFZ German Research Centre for Geosciences, Remote Sensing and Geoinformatics Section, Telegrafenberg, 14473 Potsdam, Germany","Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"GFZ German Research Centre for Geosciences, Remote Sensing and Geoinformatics Section, Telegrafenberg, 14473 Potsdam, Germany","institution_ids":["https://openalex.org/I4210152878"]},{"raw_affiliation_string":"Laboratory of Geo-Information Science and Remote Sensing, Wageningen University, Droevendaalsesteeg 3, 6708 PB Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037970235"],"corresponding_institution_ids":["https://openalex.org/I913481162"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.518,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79643894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"9","first_page":"1553","last_page":"1553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9993000030517578,"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/T12729","display_name":"Tree Root and Stability Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/environmental-science","display_name":"Environmental science","score":0.7038877010345459},{"id":"https://openalex.org/keywords/backscatter","display_name":"Backscatter (email)","score":0.6172179579734802},{"id":"https://openalex.org/keywords/temperate-rainforest","display_name":"Temperate rainforest","score":0.6005743741989136},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.576507031917572},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5052278637886047},{"id":"https://openalex.org/keywords/temperate-climate","display_name":"Temperate climate","score":0.4958251416683197},{"id":"https://openalex.org/keywords/temperate-forest","display_name":"Temperate forest","score":0.4626499116420746},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.42701610922813416},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.41584235429763794},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22509723901748657},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21507194638252258},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.14946189522743225},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12849298119544983}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7038877010345459},{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.6172179579734802},{"id":"https://openalex.org/C92494378","wikidata":"https://www.wikidata.org/wiki/Q845725","display_name":"Temperate rainforest","level":3,"score":0.6005743741989136},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.576507031917572},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5052278637886047},{"id":"https://openalex.org/C81461190","wikidata":"https://www.wikidata.org/wiki/Q167466","display_name":"Temperate climate","level":2,"score":0.4958251416683197},{"id":"https://openalex.org/C188442384","wikidata":"https://www.wikidata.org/wiki/Q3079197","display_name":"Temperate forest","level":3,"score":0.4626499116420746},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.42701610922813416},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.41584235429763794},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22509723901748657},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21507194638252258},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.14946189522743225},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12849298119544983},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16091553","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091553","pdf_url":null,"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:doaj.org/article:906ff9e8511e4f3194cbedaf31ddb5cf","is_oa":true,"landing_page_url":"https://doaj.org/article/906ff9e8511e4f3194cbedaf31ddb5cf","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 9, p 1553 (2024)","raw_type":"article"},{"id":"pmh:oai:library.wur.nl:wurpubs/629596","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/sensitivity-of-sentinel-1-backscatter-to-management-related-distu","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2072-4292","raw_type":"Article/Letter to editor"}],"best_oa_location":{"id":"doi:10.3390/rs16091553","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091553","pdf_url":null,"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":"Climate action","score":0.75,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W385663865","https://openalex.org/W1834239181","https://openalex.org/W1922194066","https://openalex.org/W1969940802","https://openalex.org/W2014187500","https://openalex.org/W2014915397","https://openalex.org/W2063588175","https://openalex.org/W2078639378","https://openalex.org/W2087028773","https://openalex.org/W2144520646","https://openalex.org/W2149406408","https://openalex.org/W2157799229","https://openalex.org/W2159267296","https://openalex.org/W2160540277","https://openalex.org/W2165742797","https://openalex.org/W2181171301","https://openalex.org/W2478426430","https://openalex.org/W2542698824","https://openalex.org/W2565739165","https://openalex.org/W2582759904","https://openalex.org/W2584552141","https://openalex.org/W2618708155","https://openalex.org/W2725897987","https://openalex.org/W2735602585","https://openalex.org/W2766826930","https://openalex.org/W2774486220","https://openalex.org/W2782984581","https://openalex.org/W2785736744","https://openalex.org/W2791462508","https://openalex.org/W2806175247","https://openalex.org/W2808814120","https://openalex.org/W2886438884","https://openalex.org/W2899059867","https://openalex.org/W2901056173","https://openalex.org/W2904678720","https://openalex.org/W2910942888","https://openalex.org/W2955982321","https://openalex.org/W2968773978","https://openalex.org/W2970153073","https://openalex.org/W2970568147","https://openalex.org/W3028823434","https://openalex.org/W3034737156","https://openalex.org/W3034782845","https://openalex.org/W3038278853","https://openalex.org/W3046837470","https://openalex.org/W3047134956","https://openalex.org/W3085762746","https://openalex.org/W3087926790","https://openalex.org/W3089127875","https://openalex.org/W3092625606","https://openalex.org/W3096729017","https://openalex.org/W3117550730","https://openalex.org/W3120482307","https://openalex.org/W3122099883","https://openalex.org/W3125019278","https://openalex.org/W3136179920","https://openalex.org/W3149534198","https://openalex.org/W3158048883","https://openalex.org/W3159602681","https://openalex.org/W3163231391","https://openalex.org/W3164342458","https://openalex.org/W3168099709","https://openalex.org/W3194858231","https://openalex.org/W3196080376","https://openalex.org/W3196303752","https://openalex.org/W3197833481","https://openalex.org/W3208957877","https://openalex.org/W4200300202","https://openalex.org/W4210755971","https://openalex.org/W4289950752","https://openalex.org/W4293660908","https://openalex.org/W4297224639","https://openalex.org/W4311150398","https://openalex.org/W4311791836","https://openalex.org/W4311973867","https://openalex.org/W4312340619","https://openalex.org/W4313570445","https://openalex.org/W4313583241","https://openalex.org/W4315433528","https://openalex.org/W4385609242","https://openalex.org/W6683161883","https://openalex.org/W6755774386","https://openalex.org/W6801380442","https://openalex.org/W6804856921"],"related_works":["https://openalex.org/W2991187149","https://openalex.org/W4236755539","https://openalex.org/W2952583970","https://openalex.org/W2488800242","https://openalex.org/W1490464048","https://openalex.org/W653552058","https://openalex.org/W1965849643","https://openalex.org/W2494762603","https://openalex.org/W2046653260","https://openalex.org/W4394525911"],"abstract_inverted_index":{"The":[0,25,151],"rapid":[1,243],"and":[2,18,32,72,85,146,159,179,182,244],"accurate":[3,245],"detection":[4,203],"of":[5,56,75,99,117,124,134,148,214,248],"forest":[6,119,127,228],"disturbances":[7,47,120,255],"in":[8,48,69,103,108,196,201,241,252],"temperate":[9,49,70,126,249],"forests":[10,23,250],"has":[11],"become":[12],"increasingly":[13],"crucial":[14],"as":[15,79],"policy":[16],"demands":[17],"climate":[19,265],"pressure":[20],"on":[21,87,143,169],"these":[22],"rise.":[24],"cloud-penetrating":[26],"Sentinel-1":[27,63,135],"radar":[28,80,89,163,175],"constellation":[29],"provides":[30],"frequent":[31],"high-resolution":[33],"observations":[34,136],"with":[35,162],"global":[36],"coverage,":[37],"but":[38],"few":[39],"studies":[40],"have":[41],"assessed":[42],"its":[43],"potential":[44],"for":[45,236],"mapping":[46],"forests.":[50],"This":[51,209],"study":[52,210],"investigated":[53],"the":[54,73,88,104,170,212,242,254],"sensitivity":[55,204],"temporally":[57],"dense":[58,221],"C-band":[59,237],"backscatter":[60,81,90,139,152,171,238],"data":[61,219],"from":[62,130],"to":[64,113,157,186,194,220,225],"varying":[65],"management-related":[66,118],"disturbance":[67,172,202,207,229],"intensities":[68],"forests,":[71],"influence":[74],"confounding":[76],"factors":[77],"such":[78],"signal":[82,91,173],"seasonality,":[83],"shadow,":[84],"layover":[86,164],"at":[92],"a":[93,122,166,187,197,233],"pixel":[94],"level.":[95],"A":[96],"unique":[97],"network":[98],"14":[100],"experimental":[101,217],"sites":[102],"Netherlands":[105],"was":[106,155,192],"used":[107],"which":[109],"trees":[110],"were":[111],"removed":[112],"simulate":[114],"different":[115],"levels":[116],"across":[121,205],"range":[123],"representative":[125],"species.":[128],"Results":[129],"six":[131],"years":[132],"(2016\u20132022)":[133],"indicated":[137],"that":[138],"seasonality":[140],"is":[141],"dependent":[142],"species":[144],"phenology":[145],"degree":[147],"canopy":[149],"cover.":[150],"change":[153,266],"magnitude":[154],"sensitive":[156],"medium-":[158],"high-severity":[160],"disturbances,":[161],"having":[165],"stronger":[167],"impact":[168],"than":[174],"shadow.":[176],"Combining":[177],"ascending":[178],"descending":[180],"orbits":[181],"complementing":[183],"polarizations":[184],"compared":[185],"single":[188],"orbit":[189],"or":[190,260],"polarization":[191],"found":[193],"result":[195],"34%":[198],"mean":[199],"increase":[200],"all":[206],"severities.":[208],"underlines":[211],"importance":[213],"linking":[215],"high-quality":[216],"ground-based":[218],"satellite":[222],"time":[223,239],"series":[224,240],"improve":[226],"future":[227],"mapping.":[230],"It":[231],"suggests":[232],"key":[234],"role":[235],"large-area":[246],"monitoring":[247],"and,":[251],"particular,":[253],"imposed":[256],"by":[257,264],"logging":[258],"practices":[259],"tree":[261],"mortality":[262],"driven":[263],"factors.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}
