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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：25/0  |  提交时间：2021/07/30
Evapotranspiration  Surface energy balance  Bayesian model averaging (BMA)  Machine learning  Landsat  
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Li, Fanggang;  Li, Erzhu;  Zhang, Ce;  Samat, Alim;  Liu, Wei;  Li, Chunmei;  Atkinson, Peter M.
收藏  |  浏览/下载：8/0  |  提交时间：2021/07/30
impervious surface  random forest  feature selection  Asia  multi-temporal data  
Downscaling simulation of groundwater storage in the Tarim River basin in northwest China based on GRACE data 期刊论文
发表期刊: PHYSICS AND CHEMISTRY OF THE EARTH. 出版年: 2021, 卷号: 123
作者:  Zuo, Jingping;  Xu, Jianhua;  Chen, Yaning;  Li, Weihong
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Downscaling  Simulation  Groundwater storage  Variation  GRACE  Tarim river basin  
Spatial Distribution and Structural Characteristics for Haloxylon ammodendron Plantation on the Southwestern Edge of the Gurbantunggut Desert 期刊论文
发表期刊: FORESTS. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Song, Chunwu;  Li, Congjuan;  Halik, Umut;  Xu, Xinwen;  Lei, Jiaqiang;  Zhou, Zhibin;  Fan, Jinglong
收藏  |  浏览/下载：32/0  |  提交时间：2021/07/30
spatial patterns  population dynamics  planting density  Haloxylon ammodendron plantation  
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：11/0  |  提交时间：2021/11/19
GEE  Machine learning methods  Desertification dynamics  Gravity center change  Intensity analysis  Desertification maps  Mongolia  
Estimation of Crop Water Requirement Based on Planting Structure Extraction from Multi-Temporal MODIS EVI 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2021, 卷号: 35, 期号: 7, 页码: 2231-2247
作者:  Xu, Changchun;  Zhang, Xicheng;  Zhang, Jinxia;  Chen, Yapeng;  Yami, Teshome L.;  Hong, Yang
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Crop water requirement  Penman-Monteith  Remote sensing  Phenological characteristics  Savitzky-Golay filter  HANTS  
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：7/0  |  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  
Evaluating the Dynamic Changes of Urban Land and Its Fractional Covers in Africa from 2000-2020 Using Time Series of Remotely Sensed Images on the Big Data Platform 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 21
作者:  Yin, Zherui;  Kuang, Wenhui;  Bao, Yuhai;  Dou, Yinyin;  Chi, Wenfeng;  Ochege, Friday Uchenna;  Pan, Tao
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/29
urban land mapping  remotely sensed images  impervious surface area fraction  vegetation space fraction  the whole Africa