Machine Learning: Volume and Biomass Estimates of Commercial Trees in the Amazon Forest

Accurate estimation of the volume and above-ground biomass of exploitable trees by the practice of selective logging is essential for the elaboration of a sustainable management plan. The objective of this study is to develop machine learning models capable of estimating the volume and biomass of co...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Sustainability 2023-06, Vol.15 (12), p.9452
Hauptverfasser:	Rocha, Samuel José Silva Soares da, Romero, Flora Magdaline Benitez, Torres, Carlos Moreira Miquelino Eleto, Jacovine, Laércio Antônio Gonçalves, Ribeiro, Sabina Cerruto, Villanova, Paulo Henrique, Schettini, Bruno Leão Said, Junior, Vicente Toledo Machado de Morais, Reis, Leonardo Pequeno, Rufino, Maria Paula Miranda Xavier, Comini, Indira Bifano, Tavares Júnior, Ivaldo da Silva, Viana, Águida Beatriz Traváglia
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Biomass Brazil Carbon Datasets Deforestation Environmental protection Estimates Forest management Generalized linear models Learning algorithms Logging Machine learning Neural networks Precipitation Rain forests Rainforests Software Statistical models Support vector machines Sustainability management Sustainable forestry Topography Trees Variables
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!