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Article
Open AccessA comparison of two deep-learning-based urban perception models: which one is better?
Urban perception is a hot topic in current urban study and plays a positive role in urban planning and design. At present, there are two methods to calculate urban perception. 1) Using a model to learn image f...
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Article
Comparative Analysis of Fractional Vegetation Cover Estimation Based on Multi-sensor Data in a Semi-arid Sandy Area
The estimation of fractional vegetation cover (FVC) is important for identifying and monitoring desertification, especially in arid and semiarid regions. By using regression and pixel dichotomy models, we pres...
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Chapter
High-Performance Small-Scale Raster Map Projection Empowered by Cyberinfrastructure
This chapter reports on the merging of geospatial data transformation, high-performance computing (HPC), and cyberinfrastructure (CI) domains for map projection transformation through performance profiling and...
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Chapter
High-Performance GeoComputation with the Parallel Raster Processing Library
The recent developments in GIScience and GeoComputation have seen the emergence of big spatial data and complex geospatial algorithms, which greatly increase the demand for high-performance computing. However,...
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Chapter
Records of Environmental Changes in Physical Geography
From the viewpoints of physical geography, river and lake terraces, glacial moraines, lake sediments, ice core, stalagmite, tree-rings, loess and paleo-soils, etc. provide broad materials and contain multi-pro...
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Article
Dry/wet climate zoning and delimitation of arid areas of Northwest China based on a data-driven fashion
The division of arid areas is important in water and land resources management, planning and for a long-term agricultural, economic and social planning. Northwest China (NW) dominates the main arid areas in Ch...
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Article
Land use/land cover (LULC) classification with MODIS time series data and validation in the Amur River Basin
There is a need for improved and up-to-date land use/land cover (LULC) data sets over an intensively changing area in the Amur River Basin (ARB) in support of science and policy applications focused on underst...
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Article
Environmental emigration stress of slope farmland in the Three Gorges area
The project of ‘grain for green’, to restore woodland and grass by retreating from slope farmland, as a fundamental measure of eco-environmental rehabilitation, is being conducted in the reservoir area of the ...