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
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