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Distinct Composition and Assembly Processes of Bacterial Communities in a River from the Arid Area: Ecotypes or Habitat Types? 期刊论文
发表期刊: MICROBIAL ECOLOGY. 出版年: 2021
作者:  Qi, Ran;  Xue, Nana;  Zhou, Xiaobin;  Zhao, Li;  Song, Wenjuan;  Yang, Yuyi
收藏  |  浏览/下载：72/0  |  提交时间：2021/11/19
Ili River  Community structure  Dirichlet multinomial mixture  Neutral community model  Stochastic process  Ecotypes  
Dynamic characteristics and driving factors of vegetation greenness under changing environments in Xinjiang, China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  He, Panxing;  Sun, Zongjiu;  Han, Zhiming;  Dong, Yiqiang;  Liu, Huixia;  Meng, Xiaoyu;  Ma, Jun
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Vegetation greenness  Abrupt change  Gradual change  Environmental factors  Land-use management  Xinjiang  
Estimating evapotranspiration by coupling Bayesian model averaging methods with machine learning algorithms 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2021, 卷号: 193, 期号: 3
作者:  Yang, Yong;  Sun, Huaiwei;  Xue, Jie;  Liu, Yi;  Liu, Luguang;  Yan, Dong;  Gui, Dongwei
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Evapotranspiration  Surface energy balance  Bayesian model averaging (BMA)  Machine learning  Landsat  
Accurate Extraction of Mountain Grassland From Remote Sensing Image Using a Capsule Network 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 6, 页码: 964-968
作者:  Guo, Zhengqiang;  Liu, Hailong;  Zheng, Zezhong;  Chen, Xi;  Liang, Yan
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Feature extraction  Remote sensing  Deep learning  Vegetation mapping  Training  Indexes  Microsoft Windows  Classification  deep learning  grassland  remote sensing  
Monitoring desertification in Mongolia based on Landsat images and Google Earth Engine from 1990 to 2020 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 129
作者:  Meng, Xiaoyu;  Gao, Xin;  Li, Sen;  Li, Shengyu;  Lei, Jiaqiang
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/19
GEE  Machine learning methods  Desertification dynamics  Gravity center change  Intensity analysis  Desertification maps  Mongolia  
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  
Monitoring the soil copper pollution degree based on the reflectance spectrum of an arid desert plant 期刊论文
发表期刊: SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY. 出版年: 2021, 卷号: 263
作者:  Cui, Shichao;  Zhou, Kefa;  Ding, Rufu;  Wang, Jinlin;  Cheng, Yinyi;  Jiang, Guo
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/19
Vegetation index  Copper pollution in soil  Extreme learning machine  Monitoring model  Arid desert plants