As a newly developed classification system, the LCZ scheme provides research framework for Urban Heat Island (UHI) studies and standardizes worldwide urban temperature observations. With growing popularity of deep learning, learning-based approaches have shown great potential in mapping. Three major cities China are selected as study areas. In this study, we design convolutional neural network ...

Surface soil moisture (SSM) is a major factor that affects crop growth. Combined microwave and optical data have been widely used to improve the accuracy of SSM retrievals. However, influence vegetation indices derived from red-edge spectral bands multi-spectral on retrieval has not sufficiently analyzed. In this study, we retrieved wheat-covered surfaces using Sentinel-1/2 data. First, modifie...