Context At present, many cities are facing severe water-resources problems caused by
urbanisation. With the development of remote sensing and geostatistics, they have been …

The sustainability of life on Earth is under increasing threat due to human-induced climate
change. This perilous change in the Earth's climate is caused by increases in carbon dioxide …

Transformer has been widely applied in image processing tasks as a substitute for
convolutional neural networks (CNNs) for feature extraction due to its superiority in global …

Hyperspectral image (HSI) restoration aims at recovering clean images from degraded
observations and plays a vital role in downstream tasks. Existing model-based methods …

Hyperspectral imaging is capable of capturing information beyond conventional RGB
cameras; therefore, several applications of this have been found, such as material …

Geographic spaces is a vast and complex system involving multiple elements and nonlinear
interactions of these elements, and rich in geographical phenomena, processes and …

With the increasing availability and openness of remote sensing (RS) data collected from
diverse sensors, there has been a growing interest in multimodal RS data classification …