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Forecasting Rainfed Agricultural Production in Arid and Semi-Arid Lands Using Learning Machine Methods: A Case Study 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 9
作者:  Rezapour, Shahram;  Jooyandeh, Erfan;  Ramezanzade, Mohsen;  Mostafaeipour, Ali;  Jahangiri, Mehdi;  Issakhov, Alibek;  Chowdhury, Shahariar;  Techato, Kuaanan
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
machine learning  rainfed agriculture  chickpea  random forest  support vector regression  
Role of Ion Chemistry and Hydro-Geochemical Processes in Aquifer Salinization-A Case Study from a Semi-Arid Region of Haryana, India 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 5
作者:  Krishan, Gopal;  Sejwal, Priyanka;  Bhagwat, Anjali;  Prasad, Gokul;  Yadav, Brijesh Kumar;  Kumar, Chander Prakash;  Kansal, Mitthan Lal;  Singh, Surjeet;  Sudarsan, Natarajan;  Bradley, Allen;  Sharma, Lalit Mohan;  Muste, Marian
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
salinity  ions  semi-arid region  Mewat  Haryana  
Estimation of Soil Salt and Ion Contents Based on Hyperspectral Remote Sensing Data: A Case Study of Baidunzi Basin, China 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Wang, Libing;  Zhang, Bo;  Shen, Qian;  Yao, Yue;  Zhang, Shengyin;  Wei, Huaidong;  Yao, Rongpeng;  Zhang, Yaowen
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
soil salinization  remote sensing  numerical modelling  digital soil mapping  arid regions  
High Spatial Resolution Topsoil Organic Matter Content Mapping Across Desertified Land in Northern China 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2021, 卷号: 9
作者:  Yang Junting;  Li Xiaosong;  Wu Bo;  Wu Junjun;  Sun Bin;  Yan Changzhen;  Gao Zhihai
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
desertified land  soil organic matter content  Sentinel-2  machine learning  Google Earth Engine  
Lamb and Wool Provisioning Ecosystem Services in Southern Patagonia 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Peri, Pablo Luis;  Rosas, Yamina M.;  Rivera, Emilio;  Pastur, Guillermo Martinez
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
rangeland  livestock  climate  lamb production  wool production  
Combining WV-2 images and tree physiological factors to detect damage stages of Populus gansuensis by Asian longhorned beetle (Anoplophora glabripennis) at the tree level 期刊论文
发表期刊: FOREST ECOSYSTEMS. 出版年: 2021, 卷号: 8, 期号: 1
作者:  Zhou, Quan;  Zhang, Xudong;  Yu, Linfeng;  Ren, Lili;  Luo, Youqing
收藏  |  浏览/下载：25/0  |  提交时间：2021/07/30
Worldview-2  Anoplophora glabripennis  Populus gansuensis  Infestation  Degree of damage  Canopy color  Classification  
Aerosol Trends during the Dusty Season over Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Yousefi, Robabeh;  Wang, Fang;  Ge, Quansheng;  Lelieveld, Jos;  Shaheen, Abdallah
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
AOD trends  MERRA-2  MODIS  dust changes  meteorology  Iran  
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  
UAV-based individual shrub aboveground biomass estimation calibrated against terrestrial LiDAR in a shrub-encroached grassland 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 101
作者:  Zhao, Yujin;  Liu, Xiaoliang;  Wang, Yang;  Zheng, Zhaoju;  Zheng, Shuxia;  Zhao, Dan;  Bai, Yongfei
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
Shrub encroachment  Biomass  Unmanned aerial vehicle (UAV)  Terrestrial laser scanning  Volume  Individual shrub identification  
Assessing the Spatiotemporal Evolution of Anthropogenic Impacts on Remotely Sensed Vegetation Dynamics in Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 22
作者:  Guan, Jingyun;  Yao, Junqiang;  Li, Moyan;  Zheng, Jianghua
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
vegetation dynamics  normalized difference vegetation index  anthropogenic impact  spatiotemporal pattern  evolutionary trend