{"cited_by_count":1129528,"description":"This cluster of papers focuses on the development and improvement of allometric models for estimating biomass and carbon stocks in tropical forests. It also addresses the challenges and uncertainties associated with forest biomass estimation, including the impact of climate change on forest site productivity and the development of height-diameter models for accurate biomass estimation.","display_name":"Forest ecology and management","domain_id":"3","external_ids":{"openalex":"https://openalex.org/T11880","wikipedia":"https://en.wikipedia.org/wiki/Forest_biomass"},"field_id":"23","id":"T11880","keywords":[{"display_name":"forest statistics","id":"forest-statistics","score":0.2836,"url":"https://openalex.org/keywords/forest-statistics"},{"display_name":"forest inventory","id":"forest-inventory","score":0.4163,"url":"https://openalex.org/keywords/forest-inventory"},{"display_name":"forest resources","id":"forest-resources","score":0.2809,"url":"https://openalex.org/keywords/forest-resources"},{"display_name":"tree growth","id":"tree-growth","score":0.2117,"url":"https://openalex.org/keywords/tree-growth"},{"display_name":"forest structure","id":"forest-structure","score":0.248,"url":"https://openalex.org/keywords/forest-structure"},{"display_name":"diameter at breast height","id":"diameter-at-breast-height","score":0.5085,"url":"https://openalex.org/keywords/diameter-at-breast-height"},{"display_name":"aboveground biomass","id":"aboveground-biomass","score":0.2148,"url":"https://openalex.org/keywords/aboveground-biomass"},{"display_name":"tree height","id":"tree-height","score":0.3436,"url":"https://openalex.org/keywords/tree-height"},{"display_name":"allometric equations","id":"allometric-equations","score":0.5821,"url":"https://openalex.org/keywords/allometric-equations"},{"display_name":"thinning","id":"thinning","score":0.3072,"url":"https://openalex.org/keywords/thinning"},{"display_name":"forest mensuration","id":"forest-mensuration","score":0.6222,"url":"https://openalex.org/keywords/forest-mensuration"},{"display_name":"basal area","id":"basal-area","score":0.4237,"url":"https://openalex.org/keywords/basal-area"},{"display_name":"silviculture","id":"silviculture","score":0.2007,"url":"https://openalex.org/keywords/silviculture"},{"display_name":"stand density","id":"stand-density","score":0.4785,"url":"https://openalex.org/keywords/stand-density"},{"display_name":"carbon stocks","id":"carbon-stocks","score":0.3155,"url":"https://openalex.org/keywords/carbon-stocks"},{"display_name":"radial growth","id":"radial-growth","score":0.3101,"url":"https://openalex.org/keywords/radial-growth"},{"display_name":"stand age","id":"stand-age","score":0.2778,"url":"https://openalex.org/keywords/stand-age"},{"display_name":"Pinus taeda","id":"pinus-taeda","score":0.21,"url":"https://openalex.org/keywords/pinus-taeda"},{"display_name":"site index","id":"site-index","score":0.7361,"url":"https://openalex.org/keywords/site-index"},{"display_name":"forest growth","id":"forest-growth","score":0.4656,"url":"https://openalex.org/keywords/forest-growth"},{"display_name":"forest productivity","id":"forest-productivity","score":0.3023,"url":"https://openalex.org/keywords/forest-productivity"},{"display_name":"tree diameter","id":"tree-diameter","score":0.407,"url":"https://openalex.org/keywords/tree-diameter"},{"display_name":"forest biomass","id":"forest-biomass","score":0.229,"url":"https://openalex.org/keywords/forest-biomass"},{"display_name":"forest dynamics","id":"forest-dynamics","score":0.2329,"url":"https://openalex.org/keywords/forest-dynamics"},{"display_name":"tree density","id":"tree-density","score":0.2046,"url":"https://openalex.org/keywords/tree-density"}],"legacy_keywords":["Allometric Models","Biomass Estimation","Carbon Stocks","Tropical Forests","Tree Allometry","Forest Site Productivity","Aboveground Biomass","Tree Height-Diameter Models","Stand Density","Climate Change Impact"],"openalex_id":"https://openalex.org/T11880","source_created_date":"2024-01-23T15:27:12","source_updated_date":"2026-10-17T03:02:00","subfield_id":"2309","url":"/topics/T11880","works_api_url":"https://api.openalex.org/works?filter=topics.id:T11880","works_count":131591,"label":"Forest ecology and management","provider":"openalex","revision":"d91dc3292bf71db0","taxonomy_revision":"f050b5d4780b1289","title":"Forest ecology and management","kind":"topic-directory","aeo_cohort":"topic-directory","catalogue_revision":"f050b5d4780b1289","numeric_address":"36249266422974007","address_version":"morton4x16-v1","coordinates":[3,23,2309,11880],"answer_status":"Directory metadata; local answer requires separate source review","truth_status":"Subject descriptor, not a factual answer or a demonstrated knowledge gap","reviewed_answer":null}