Machine Learning-Based Prediction of Ecosystem-Scale CO<sub>2</sub> Flux Measurements

Machine Learning-Based Prediction of Ecosystem-Scale CO<sub>2</sub> Flux Measurements

AmeriFlux is a network of hundreds of sites across the contiguous United States providing tower-based ecosystem-scale carbon dioxide flux measurements at 30 min temporal resolution. While geographically wide-ranging, over its existence the network has suffered from multiple issues including towers r...

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Bibliographic Details
Main Authors: Jeffrey Uyekawa, John Leland, Darby Bergl, Yujie Liu, Andrew D. Richardson, Benjamin Lucas
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Land
Subjects:
carbon dioxide flux
nature-based climate solutions
machine learning
XGBoost
National Ecological Observatory Network
AmeriFlux
Online Access:https://www.mdpi.com/2073-445X/14/1/124
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