{"id":"https://openalex.org/W4320494388","doi":"https://doi.org/10.3390/rs15041016","title":"Modeling Carbon Emissions of Post-Selective Logging in the Production Forests of Ulu Jelai, Pahang, Malaysia","display_name":"Modeling Carbon Emissions of Post-Selective Logging in the Production Forests of Ulu Jelai, Pahang, Malaysia","publication_year":2023,"publication_date":"2023-02-12","ids":{"openalex":"https://openalex.org/W4320494388","doi":"https://doi.org/10.3390/rs15041016"},"language":"en","primary_location":{"id":"doi:10.3390/rs15041016","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041016","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1016/pdf?version=1676357013","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/2072-4292/15/4/1016/pdf?version=1676357013","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102440386","display_name":"Siti Nor Maizah Saad","orcid":null},"institutions":[{"id":"https://openalex.org/I65079550","display_name":"Universiti Malaysia Perlis","ror":"https://ror.org/00xmkb790","country_code":"MY","type":"education","lineage":["https://openalex.org/I65079550"]},{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Nor Maizah Saad","raw_affiliation_strings":["Arau Campus, Universiti Teknologi MARA Perlis Branch, Arau 02600, Perlis, Malaysia","Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arau Campus, Universiti Teknologi MARA Perlis Branch, Arau 02600, Perlis, Malaysia","institution_ids":["https://openalex.org/I65079550","https://openalex.org/I82724352"]},{"raw_affiliation_string":"Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005679529","display_name":"Wan Shafrina Wan Mohd Jaafar","orcid":"https://orcid.org/0000-0002-7813-088X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Wan Shafrina Wan Mohd Jaafar","raw_affiliation_strings":["Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7813-088X","affiliations":[{"raw_affiliation_string":"Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024679306","display_name":"Hamdan Omar","orcid":"https://orcid.org/0000-0002-8565-1122"},"institutions":[{"id":"https://openalex.org/I1292896151","display_name":"Forest Research Institute Malaysia","ror":"https://ror.org/01mfdfm52","country_code":"MY","type":"government","lineage":["https://openalex.org/I1292896151","https://openalex.org/I2800327333"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hamdan Omar","raw_affiliation_strings":["Forest Research Institute Malaysia, Kepong 52109, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-8565-1122","affiliations":[{"raw_affiliation_string":"Forest Research Institute Malaysia, Kepong 52109, Selangor, Malaysia","institution_ids":["https://openalex.org/I1292896151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028417716","display_name":"Khairul Nizam Abdul Maulud","orcid":"https://orcid.org/0000-0002-9215-2778"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khairul Nizam Abdul Maulud","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-9215-2778","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056522882","display_name":"Aisyah Marliza Muhmad Kamarulzaman","orcid":"https://orcid.org/0000-0003-4512-0658"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aisyah Marliza Muhmad Kamarulzaman","raw_affiliation_strings":["Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006611561","display_name":"Esmaeel Adrah","orcid":"https://orcid.org/0000-0003-0193-9522"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Esmaeel Adrah","raw_affiliation_strings":["Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0193-9522","affiliations":[{"raw_affiliation_string":"Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066971657","display_name":"Norzalyta Mohd Ghazali","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norzalyta Mohd Ghazali","raw_affiliation_strings":["Department of Biological Sciences and Biotechnology, Faculty of Science and Technology (FST), Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences and Biotechnology, Faculty of Science and Technology (FST), Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026745688","display_name":"Midhun Mohan","orcid":"https://orcid.org/0000-0003-1824-1841"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Midhun Mohan","raw_affiliation_strings":["Department of Geography, University of California-Berkeley, Berkeley, CA 94709, USA"],"raw_orcid":"https://orcid.org/0000-0003-1824-1841","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California-Berkeley, Berkeley, CA 94709, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005679529"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6682,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64179145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"15","issue":"4","first_page":"1016","last_page":"1016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9990000128746033,"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":0.9990000128746033,"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/T12118","display_name":"Forest Biomass Utilization and Management","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11753","display_name":"Forest Management and Policy","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/logging","display_name":"Logging","score":0.7764326333999634},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7566913366317749},{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.688059389591217},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5262412428855896},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.46748703718185425},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.46068763732910156},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4275325536727905},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41383498907089233},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.4132479727268219},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3205009698867798},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.2604925036430359},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15261098742485046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13672277331352234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11068415641784668},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09863480925559998},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08253884315490723}],"concepts":[{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.7764326333999634},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7566913366317749},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.688059389591217},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5262412428855896},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.46748703718185425},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.46068763732910156},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4275325536727905},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41383498907089233},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.4132479727268219},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3205009698867798},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.2604925036430359},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15261098742485046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13672277331352234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11068415641784668},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09863480925559998},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08253884315490723},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15041016","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041016","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1016/pdf?version=1676357013","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:66335e0a3c1a412798eb3b75c9842108","is_oa":true,"landing_page_url":"https://doaj.org/article/66335e0a3c1a412798eb3b75c9842108","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"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 15, Iss 4, p 1016 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/4/1016/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15041016","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15041016","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041016","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1016/pdf?version=1676357013","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":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G366024368","display_name":null,"funder_award_id":"DIP-2018-030","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4320494388.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W2035104042","https://openalex.org/W2056232314","https://openalex.org/W2067561407","https://openalex.org/W2071073366","https://openalex.org/W2113521108","https://openalex.org/W2133613984","https://openalex.org/W2138482055","https://openalex.org/W2146753997","https://openalex.org/W2154578030","https://openalex.org/W2257472837","https://openalex.org/W2284979566","https://openalex.org/W2338399314","https://openalex.org/W2584359337","https://openalex.org/W2588968826","https://openalex.org/W2594333633","https://openalex.org/W2752278344","https://openalex.org/W2766113393","https://openalex.org/W2766375412","https://openalex.org/W2771699153","https://openalex.org/W2792652625","https://openalex.org/W2801958376","https://openalex.org/W2899662996","https://openalex.org/W2906273612","https://openalex.org/W2912855377","https://openalex.org/W2928352716","https://openalex.org/W2962995279","https://openalex.org/W2990267706","https://openalex.org/W3035591298","https://openalex.org/W3041960688","https://openalex.org/W3047220892","https://openalex.org/W3109285836","https://openalex.org/W3112661396","https://openalex.org/W3155157871","https://openalex.org/W3179849837","https://openalex.org/W3197337627","https://openalex.org/W3215502002","https://openalex.org/W4206340880","https://openalex.org/W4224220567","https://openalex.org/W4283812806","https://openalex.org/W6757513930","https://openalex.org/W6766095808"],"related_works":["https://openalex.org/W2973518929","https://openalex.org/W2360847790","https://openalex.org/W620177578","https://openalex.org/W2091044417","https://openalex.org/W2118461778","https://openalex.org/W2281753746","https://openalex.org/W3215112565","https://openalex.org/W2294130298","https://openalex.org/W3006581312","https://openalex.org/W2744504917"],"abstract_inverted_index":{"Harvested":[0],"timber":[1,60,125],"and":[2,28,115,132,146,157,186,191,203,229,255,282,295],"constructed":[3],"infrastructure":[4],"over":[5],"the":[6,15,21,32,44,67,97,99,103,112,137,164,173,192,211,215,221,241,264,272,308],"logging":[7,69,86,127,138,281,293,313],"area":[8],"leave":[9],"massive":[10,292],"damage":[11,134],"that":[12,286],"contributes":[13],"to":[14,49,66,74,80,162,270,315],"emission":[16,166],"of":[17,36,39,54,143,178,196,205,227,232,238,249,253,259,266,275],"anthropogenic":[18,37],"gases":[19],"into":[20],"atmosphere.":[22],"Carbon":[23],"emissions":[24,38,45,56,83,278],"from":[25,47,59,84,102,136,167,279,300],"tropical":[26],"deforestation":[27],"forest":[29,297,317],"degradation":[30],"are":[31,287],"second":[33,245],"largest":[34],"source":[35],"greenhouse":[40],"gases.":[41],"Even":[42],"though":[43],"vary":[46],"region":[48],"region,":[50],"a":[51,76,109,176,230,251],"significant":[52],"amount":[53],"carbon":[55,82,165,277,318],"comes":[57],"mostly":[58],"harvesting,":[61],"which":[62],"is":[63],"tightly":[64],"linked":[65],"selective":[68,85,280],"intensity.":[70],"This":[71,261],"study":[72,262],"intended":[73],"utilize":[75],"remote":[77],"sensing":[78],"approach":[79],"quantify":[81,96],"activities":[87],"in":[88,111,194,291,306,311],"Ulu":[89],"Jelai":[90],"Forest":[91],"Reserve,":[92],"Pahang,":[93],"Malaysia.":[94],"To":[95,171],"emissions,":[98],"relevant":[100,309],"variables":[101],"logging\u2019s":[104],"impact":[105],"were":[106,116,160,189,208],"identified":[107],"as":[108,118],"predictor":[110],"model":[113,218,243],"development":[114],"listed":[117],"stump":[119,121],"height,":[120],"diameter,":[122],"cross-sectional":[123],"area,":[124],"volume,":[126],"gaps,":[128],"road,":[129],"skid":[130],"trails,":[131],"incidental":[133],"resulting":[135],"process.":[139],"The":[140],"predictive":[141],"performance":[142,193],"linear":[144,242],"regression":[145],"machine":[147,153,216],"learning":[148,217],"models,":[149],"namely":[150],"support":[151],"vector":[152],"(SVM),":[154],"random":[155],"forest,":[156],"K-nearest":[158],"neighbor,":[159],"examined":[161],"assess":[163],"this":[168,301],"degraded":[169],"forest.":[170],"test":[172],"different":[174],"methods,":[175],"combination":[177],"ground":[179],"inventory":[180],"plots,":[181],"unmanned":[182],"aerial":[183],"vehicles":[184],"(UAV),":[185],"satellite":[187],"imagery":[188],"analyzed,":[190],"terms":[195],"root":[197],"mean":[198],"square":[199],"error":[200],"(RMSE),":[201],"bias,":[202],"coefficient":[204],"correlation":[206],"(R2)":[207],"calculated.":[209],"Among":[210],"four":[212],"models":[213],"tested,":[214],"SVM":[219],"provided":[220],"best":[222],"accuracy":[223],"with":[224,234,246],"an":[225,235,247,256],"RMSE":[226,248],"21.10%":[228],"bias":[231,252],"0.23%":[233],"adjusted":[236,257],"R2":[237,258],"0.80.":[239],"Meanwhile,":[240],"performed":[244],"22.14%,":[250],"0.72%,":[254],"0.75.":[260],"demonstrates":[263],"efficacy":[265],"remotely":[267],"sensed":[268],"data":[269],"facilitate":[271],"conventional":[273],"methods":[274],"quantifying":[276],"promoting":[283],"advanced":[284],"assessments":[285],"more":[288],"effective,":[289],"especially":[290],"areas":[294],"various":[296],"conditions.":[298],"Findings":[299],"research":[302],"will":[303],"be":[304],"useful":[305],"assisting":[307],"authorities":[310],"optimizing":[312],"practices":[314],"sustain":[316],"sequestration":[319],"for":[320],"climate":[321],"change":[322],"mitigation.":[323]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-30T13:55:48.251075","created_date":"2025-10-10T00:00:00"}