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The Xinjiang Institute of Ecology and Geography (XIEG) of the Chinese Academy of Sciences (CAS) is the leading world research center with a focus on sustainable development, desert environment, mineral and biological resources in Xinjiang, Central Asia. XIEG has developed innovative contributions to the study of resources, ecology, and the mechanisms of environmental change in arid areas, and new technologies related to resource development and ecological protection such as XIEG of the Chinese Academy of Sciences (CAS) has worked on analyzing the uncertainties of ground validation for remote sensing land cover mapping in the era of big geographic data, soil moisture content retrieval based on apparent thermal inertia for Xinjiang province in China. 

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