Explainable machine learning for modeling of net ecosystem exchange in boreal forests

<p>There is a growing interest in applying machine learning methods to predict net ecosystem exchange (NEE) based on site information and climatic variables. We apply four machine learning models (cubist, random forest, averaged neural networks, and linear regression) to predict the NEE of bor...

Full description

Saved in:
Bibliographic Details
Main Authors: E. Ezhova, T. Laanti, A. Lintunen, P. Kolari, T. Nieminen, I. Mammarella, K. Heljanko, M. Kulmala
Format: Article
Language:English
Published: Copernicus Publications 2025-01-01
Series:Biogeosciences
Online Access:https://bg.copernicus.org/articles/22/257/2025/bg-22-257-2025.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items