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Modeling riparian species occurrence from historical surveys to guide restoration planning in northwestern USA 期刊论文
发表期刊: ECOSPHERE. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Beechie, Timothy J.;  Stefankiv, Oleksandr;  Bond, Morgan;  Pollock, Michael
收藏  |  浏览/下载:32/0  |  提交时间:2021/07/30
climate change  historical reference  random forest model  reference condition  riparian restoration  
Evapotranspiration Response to Climate Change in Semi-Arid Areas: Using Random Forest as Multi-Model Ensemble Method 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Ruiz- Alvarez, Marcos;  Gomariz-Castillo, Francisco;  Alonso-Sarria, Francisco
收藏  |  浏览/下载:27/0  |  提交时间:2021/03/08
random forest regression  reference evapotranspiration  multi-model ensembles  Climate Change  fifth assessment report  random forest regression kriging  Kling-Gupta efficiency  
Quantifying the contribution of climate change and human activities to biophysical parameters in an arid region 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 129
作者:  Zhang, Wenqiang;  Luo, Geping;  Chen, Chunbo;  Ochege, Friday U.;  Hellwich, Olaf;  Zheng, Hongwei;  Hamdi, Rafiq;  Wu, Shixin
收藏  |  浏览/下载:11/0  |  提交时间:2021/11/19
Climate change  Human activities  Biophysical parameters  The Northern slope of the Tianshan Mountains  Random Forest model  Machine learning