Comparison of machine learning algorithms for forest parameter estimations and application for forest quality assessments
Sign Up to like & getrecommendations! Published in 2019 at "Forest Ecology and Management"
DOI: 10.1016/j.foreco.2018.12.019
Abstract: Abstract Forest parameters have been estimated using various regression methods based on satellite data. However, there are a few concerns regarding further application of these predicted parameters. Current forest quality (FQ) assessments are mainly based… read more here.
Keywords: quality; forest quality; machine learning; quality assessments ... See more keywords
Climate Change Mitigation Through Forest Quality Enhancement and Socio-Ecological Symbiosis: Evidence from China
Sign Up to like & getrecommendations! Published in 2025 at "Atmosphere"
DOI: 10.3390/atmos16030311
Abstract: This paper, based on an analysis of the environmental Kuznets curve (EKC) for forest quality and carbon emissions in economic systems, explores effective pathways for carbon emission reduction through the symbiosis between forest quality and… read more here.
Keywords: quality; carbon; climate change; symbiosis ... See more keywords
Assessing Forest Quality through Forest Growth Potential, an Index Based on Improved CatBoost Machine Learning
Sign Up to like & getrecommendations! Published in 2023 at "Sustainability"
DOI: 10.3390/su15118888
Abstract: Human activities have always depended on nature, and forests are an important part of this; the determination and improvement of forest quality is therefore highly significant. Currently, domestic and foreign research on forest quality focuses… read more here.
Keywords: growth potential; forest quality; machine learning; forest growth ... See more keywords