Quantifying the contribution of climate change and human activities to biophysical parameters in an arid region

Quantifying the contribution of climate change and human activities to biophysical parameters in an arid region

Quantifying the variation of biophysical parameters and their driving mechanisms is essential for monitoring land surface environmental changes and for understanding the land–atmosphere interaction in the arid region. Due to the complexity of human activities, most researches are limited to climate...

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Bibliographic Details
Main Authors: Chen, C. (Author), Hamdi, R. (Author), Hellwich, O. (Author), Luo, G. (Author), Ochege, F.U (Author), Wu, S. (Author), Zhang, W. (Author), Zheng, H. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2021
Subjects:
arid region
Biophysical parameters
biophysics
climate change
Climate change
Climate models
Decision trees
environmental change
global change
Human activities
human activity
land cover
Land surface temperature
Land use
land use change
land-atmosphere interaction
Leaf Area Index
Learning systems
Linear regression
Machine learning
Machine-learning
NDVI
Nearest neighbor search
Normalized difference vegetation index
Northern tianshan mountains
parameter estimation
quantitative analysis
Random Forest model
Random forest modeling
Random forests
Solar radiation
Surface measurement
The northern slope of the tianshan mountain
The Northern slope of the Tianshan Mountains
Tien Shan
Uncertainty analysis
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