{"id":"https://openalex.org/W7204228582","doi":"https://doi.org/10.3389/fpls.2026.1926304","title":"Responses of soil carbon storage to tending thinning and rapid prediction based on NIRS-BPNN in larch-birch natural secondary forests","display_name":"Responses of soil carbon storage to tending thinning and rapid prediction based on NIRS-BPNN in larch-birch natural secondary forests","publication_year":2026,"publication_date":"2026-08-26","ids":{"openalex":"https://openalex.org/W7204228582","doi":"https://doi.org/10.3389/fpls.2026.1926304","pmid":"https://pubmed.ncbi.nlm.nih.gov/42718594","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13553547"},"language":"en","primary_location":{"id":"doi:10.3389/fpls.2026.1926304","doi":"https://doi.org/10.3389/fpls.2026.1926304","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2026.1926304","pdf_url":"https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2026.1926304/pdf","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Plant Science","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7204228582"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2026.1926304/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083770691","display_name":"Yongbin Meng","orcid":"https://orcid.org/0000-0003-0393-9331","observed_orcids":["https://orcid.org/0000-0003-0393-9331"]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbin Meng","raw_affiliation_strings":["Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","institution_ids":["https://openalex.org/I4210102412"]},{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320653","display_name":"Yuanyuan Zhang","orcid":"https://orcid.org/0000-0002-3807-1248","observed_orcids":["https://orcid.org/0000-0002-3807-1248"]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zhang","raw_affiliation_strings":["School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148207307","display_name":"Xiangqian Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangqian Zhang","raw_affiliation_strings":["Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","institution_ids":["https://openalex.org/I4210102412"]},{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010377166","display_name":"Wenting Jiang","orcid":"https://orcid.org/0000-0003-3973-2025","observed_orcids":["https://orcid.org/0000-0003-3973-2025"]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenting Jiang","raw_affiliation_strings":["Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Ecology of Loess Plateau, Shaanxi Province Higher Education Institutions, Yan\u2018an University","institution_ids":["https://openalex.org/I4210102412"]},{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130817929","display_name":"Yuanyuan Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Yang","raw_affiliation_strings":["School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130810567","display_name":"Chunmei Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Chen","raw_affiliation_strings":["School of Life Science, Yan\u2019an University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Science, Yan\u2019an University","institution_ids":["https://openalex.org/I4210102412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210102412"],"apc_list":{"value":3150,"currency":"CHF","value_usd":3801},"apc_paid":{"value":3150,"currency":"CHF","value_usd":3801},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"1926304","last_page":"1926304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14391","display_name":"Forest, Soil, and Plant Ecology in China","score":0.03720000013709068,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.005900000222027302,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/soil-carbon-storage","display_name":"soil carbon storage","score":0.8999999761581421},{"id":"https://openalex.org/keywords/thinning-intensity","display_name":"thinning intensity","score":0.859000027179718},{"id":"https://openalex.org/keywords/natural-secondary-forest","display_name":"natural secondary forest","score":0.8209999799728394},{"id":"https://openalex.org/keywords/soil-organic-carbon-prediction","display_name":"soil organic carbon prediction","score":0.9039999842643738},{"id":"https://openalex.org/keywords/near-infrared-spectroscopy","display_name":"near-infrared spectroscopy","score":0.9470000267028809},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.9649999737739563},{"id":"https://openalex.org/keywords/soil-moisture","display_name":"soil moisture","score":0.9269999861717224},{"id":"https://openalex.org/keywords/forest-carbon-monitoring","display_name":"forest carbon monitoring","score":0.7870000004768372},{"id":"https://openalex.org/keywords/forest-management","display_name":"forest management","score":0.5649999976158142},{"id":"https://openalex.org/keywords/greater-khingan-mountains","display_name":"Greater Khingan Mountains","score":0.9430000185966492}],"concepts":[{"id":"https://openalex.org/C2781353100","wikidata":"https://www.wikidata.org/wiki/Q1266974","display_name":"Thinning","level":2,"score":0.8360000252723694},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7630000114440918},{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.7560999989509583},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5921000242233276},{"id":"https://openalex.org/C22884784","wikidata":"https://www.wikidata.org/wiki/Q15305550","display_name":"Carbon sequestration","level":3,"score":0.5135999917984009},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.45809999108314514},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.421999990940094},{"id":"https://openalex.org/C182124840","wikidata":"https://www.wikidata.org/wiki/Q1154759","display_name":"Soil organic matter","level":3,"score":0.4108000099658966},{"id":"https://openalex.org/C133382796","wikidata":"https://www.wikidata.org/wiki/Q2140056","display_name":"Secondary forest","level":2,"score":0.39239999651908875},{"id":"https://openalex.org/C158787203","wikidata":"https://www.wikidata.org/wiki/Q900291","display_name":"Total organic carbon","level":2,"score":0.3855000138282776},{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.3781999945640564},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.36970001459121704},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.36010000109672546},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.3325999975204468},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.329800009727478},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.3197999894618988},{"id":"https://openalex.org/C93973069","wikidata":"https://www.wikidata.org/wiki/Q899249","display_name":"Bulk density","level":3,"score":0.3154999911785126},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C29510844","wikidata":"https://www.wikidata.org/wiki/Q743257","display_name":"Soil chemistry","level":3,"score":0.3037000000476837},{"id":"https://openalex.org/C85675897","wikidata":"https://www.wikidata.org/wiki/Q7554944","display_name":"Soil management","level":3,"score":0.30079999566078186},{"id":"https://openalex.org/C152494472","wikidata":"https://www.wikidata.org/wiki/Q386963","display_name":"Soil classification","level":3,"score":0.3000999987125397},{"id":"https://openalex.org/C38774213","wikidata":"https://www.wikidata.org/wiki/Q202080","display_name":"Soil fertility","level":3,"score":0.29190000891685486},{"id":"https://openalex.org/C2993108616","wikidata":"https://www.wikidata.org/wiki/Q208478","display_name":"Natural forest","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C7959160","wikidata":"https://www.wikidata.org/wiki/Q7554896","display_name":"Soil biodiversity","level":4,"score":0.2676999866962433},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.2565999925136566},{"id":"https://openalex.org/C6939412","wikidata":"https://www.wikidata.org/wiki/Q167751","display_name":"Carbon cycle","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fpls.2026.1926304","doi":"https://doi.org/10.3389/fpls.2026.1926304","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2026.1926304","pdf_url":"https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2026.1926304/pdf","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Plant Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13553547","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13553547/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13553547/pdf/fpls-17-1926304.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Plant Sci","raw_type":"Text"},{"id":"pmid:42718594","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42718594","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in plant science","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:f691c69db0e146c99d786a52890cf722","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f691c69db0e146c99d786a52890cf722","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,"listed_in":[],"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":"Frontiers in Plant Science, Vol 17 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpls.2026.1926304","doi":"https://doi.org/10.3389/fpls.2026.1926304","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpls.2026.1926304","pdf_url":"https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2026.1926304/pdf","source":{"id":"https://openalex.org/S2493613807","display_name":"Frontiers in Plant Science","issn_l":"1664-462X","issn":["1664-462X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Plant Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":1.0},{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":1.0},{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.40450000762939453}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204228582.pdf","grobid_xml":"https://content.openalex.org/works/W7204228582.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1971716148","https://openalex.org/W1973273412","https://openalex.org/W2012358846","https://openalex.org/W2039511540","https://openalex.org/W2054325787","https://openalex.org/W2090785325","https://openalex.org/W2368195653","https://openalex.org/W2409260523","https://openalex.org/W2740118356","https://openalex.org/W2773146783","https://openalex.org/W2921258475","https://openalex.org/W3014164758","https://openalex.org/W3015945573","https://openalex.org/W3038328381","https://openalex.org/W3098933642","https://openalex.org/W3129185167","https://openalex.org/W3174982491","https://openalex.org/W3187140890","https://openalex.org/W4308965317","https://openalex.org/W4310067281","https://openalex.org/W4319939982","https://openalex.org/W4361027202","https://openalex.org/W4365505102","https://openalex.org/W4388471839","https://openalex.org/W4388776510","https://openalex.org/W4391023744","https://openalex.org/W4391730822","https://openalex.org/W4391875943","https://openalex.org/W4392619811","https://openalex.org/W4392932482","https://openalex.org/W4393352881","https://openalex.org/W4393998152","https://openalex.org/W4394018905","https://openalex.org/W4394707096","https://openalex.org/W4400277975","https://openalex.org/W4401011720","https://openalex.org/W4401587793","https://openalex.org/W4401993637","https://openalex.org/W4402190071","https://openalex.org/W4403889751","https://openalex.org/W4403936952","https://openalex.org/W4407390500","https://openalex.org/W4409206025","https://openalex.org/W4409433834","https://openalex.org/W4411068155","https://openalex.org/W4411437410","https://openalex.org/W4412902793","https://openalex.org/W4414030672","https://openalex.org/W4414099424","https://openalex.org/W4414311978","https://openalex.org/W4414765513","https://openalex.org/W4416087801","https://openalex.org/W4416757867","https://openalex.org/W4416772890","https://openalex.org/W4416969488","https://openalex.org/W4416971917","https://openalex.org/W6884303375","https://openalex.org/W7081964473","https://openalex.org/W7105982630"],"related_works":["https://openalex.org/W4416969488","https://openalex.org/W4404824449","https://openalex.org/W2802334860","https://openalex.org/W2792011096","https://openalex.org/W4283738301","https://openalex.org/W4404414666","https://openalex.org/W2383214874","https://openalex.org/W2896252168","https://openalex.org/W4381383370"],"abstract_inverted_index":{"Introduction":[0],"Heilongjiang":[1],"Province":[2],"ranks":[3],"third":[4],"in":[5,7,30,40,61,165,178,188,198,273],"China":[6],"forest":[8,32,42,60,283],"area,":[9],"with":[10],"over":[11],"half":[12],"of":[13,212,238,253,270],"its":[14],"forests":[15],"being":[16],"natural":[17,58],"secondary":[18,59,254,274],"forests.":[19,255],"The":[20,129,203,256],"province":[21],"has":[22,38],"fertile":[23],"soil":[24,68,86,91,103,108,137,146,159,190,239],"and":[25,46,88,94,102,120,148,170,244,263,279,286],"plays":[26],"a":[27,121,153,185,207,247,260],"crucial":[28],"role":[29],"China's":[31],"ecosystem.":[33],"Nevertheless,":[34],"historical":[35],"indiscriminate":[36],"logging":[37],"resulted":[39],"degraded":[41],"conditions,":[43],"reduced":[44],"productivity,":[45],"compromised":[47],"carbon":[48,92,104,110,138,150,191,240,284],"sequestration":[49],"capacity.":[50],"Methods":[51],"This":[52,233],"research":[53,234],"focused":[54],"on":[55],"the":[56,62,67,97,236,251,267],"larch-birch":[57],"Greater":[63],"Khingan":[64],"Mountains,":[65],"examining":[66],"twelve":[69],"years":[70],"after":[71],"thinning.":[72],"Six":[73],"thinning":[74,100,133,155],"treatments":[75],"(0%,":[76],"16.7%,":[77],"25.5%,":[78],"34.4%,":[79],"49.6%,":[80],"59.9%)":[81],"were":[82],"compared":[83],"to":[84,95,184,242],"assess":[85],"physical":[87],"chemical":[89],"properties,":[90],"storage,":[93],"elucidate":[96],"associations":[98],"between":[99],"intensity":[101,134,156],"storage":[105,139,192,241],"dynamics.":[106],"A":[107],"organic":[109,149],"(SOC)":[111],"content":[112,161,172,272],"prediction":[113,208],"model":[114,205,258],"was":[115],"developed":[116],"using":[117],"near-infrared":[118],"spectroscopy":[119],"Back":[122],"Propagation":[123],"neural":[124],"network":[125],"(BPNN)":[126],".":[127],"Results":[128],"findings":[130],"indicate":[131],"that":[132],"significantly":[135,157],"alters":[136],"by":[140],"affecting":[141],"key":[142],"parameters":[143],"such":[144],"as":[145],"moisture":[147,160],"content.":[151],"Specifically,":[152],"34.4%":[154],"enhanced":[158],"(56.67%":[162],"vs.":[163,175,195],"33.02%":[164],"control,":[166,179,199],"p":[167,180,200,219],"<":[168,181,201],"0.05)":[169],"SOC":[171,271],"(66.17":[173],"g/kg":[174,177],"32.03":[176],"0.05),":[182],"leading":[183],"substantial":[186],"increase":[187],"total":[189],"(83.80":[193],"t/ha":[194,197],"43.99":[196],"0.05).":[202],"NIRS-BPNN":[204,257],"achieved":[206],"set":[209],"correlation":[210],"coefficient":[211],"Rp":[213],"=":[214,220,223,226],"0.9293":[215],"(":[216],"R":[217],"2":[218],"0.8635,":[221],"RMSEP":[222],"0.0064,":[224],"RPD":[225],"2.8),":[227],"demonstrating":[228],"good":[229],"predictive":[230],"performance.":[231],"Discussion":[232],"elucidates":[235],"responses":[237],"tending":[243],"thinning,":[245],"providing":[246],"scientific":[248],"foundation":[249],"for":[250,266,282],"management":[252],"offers":[259],"novel,":[261],"rapid,":[262],"non-destructive":[264],"approach":[265],"large-scale":[268],"assessment":[269],"forests,":[275],"holding":[276],"considerable":[277],"theoretical":[278],"practical":[280],"significance":[281],"monitoring":[285],"climate":[287],"change":[288],"mitigation.":[289]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-08-27T00:00:00"}