A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

W Han, X Zhang, Y Wang, L Wang, X Huang… - ISPRS Journal of …, 2023 - Elsevier
Due to limited resources and environmental pollution, monitoring the geological
environment has become essential for many countries' sustainable development. As various …

Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives

Y Li, B Dang, Y Zhang, Z Du - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
Water body classification from high-resolution optical remote sensing (RS) images, aiming at
classifying whether each pixel of the image is water or not, has become a hot issue in the …

[HTML][HTML] Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer

Y Xiao, Q Yuan, J He, Q Zhang, J Sun, X Su… - International Journal of …, 2022 - Elsevier
Satellite video is an emerging type of earth observation tool, which has attracted increasing
attention because of its application in dynamic analysis. However, most studies only focus …

[HTML][HTML] Adaptive model for the water depth bias correction of bathymetric LiDAR point cloud data

G Zhou, G Wu, X Zhou, C Xu, D Zhao, J Lin… - International Journal of …, 2023 - Elsevier
The water depth bias of LiDAR point cloud data has to be corrected. The previous models,
which used the fixed parameters for an entire water area, cannot efficiently correct the bias …

[HTML][HTML] WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images

Y Yu, L Huang, W Lu, H Guan, L Ma, S Jin, C Yu… - International Journal of …, 2022 - Elsevier
Water is a kind of vital natural resource, which acts as the lifeblood of the ecosystem and the
energy source for the living and production activities of humans. Regularly mapping the …

[HTML][HTML] Impacts of climate change on the wetlands in the arid region of Northwestern China over the past 2 decades

R Wang, J Ding, X Ge, J Wang, S Qin, J Tan, L Han… - Ecological …, 2023 - Elsevier
Climate change has caused inland wetlands shrinkage and exacerbated problems, such as
sustainable development and ecological security, for years. These issues are mainly …

An Overview of Coastline Extraction from Remote Sensing Data

X Zhou, J Wang, F Zheng, H Wang, H Yang - Remote Sensing, 2023 - mdpi.com
The coastal zone represents a unique interface between land and sea, and addressing the
ecological crisis it faces is of global significance. One of the most fundamental and effective …

[HTML][HTML] Unsupervised stepwise extraction of offshore aquaculture ponds using super-resolution hyperspectral images

S Du, H Huang, F He, H Luo, Y Yin, X Li, L Xie… - International Journal of …, 2023 - Elsevier
Despite offshore aquaculture brings great economic benefits, it also has destructive effects
on the ecological environment of coastal regions. Therefore, the accurate monitoring of …

A Method for Extracting Lake Water Using ViTenc-UNet: Taking Typical Lakes on the Qinghai-Tibet Plateau as Examples

X Zhao, H Wang, L Liu, Y Zhang, J Liu, T Qu, H Tian… - Remote Sensing, 2023 - mdpi.com
As the lakes located in the Qinghai-Tibet Plateau are important carriers of water resources in
Asia, dynamic changes to these lakes intuitively reflect the climate and water resource …

Pos-DANet: A dual-branch awareness network for small object segmentation within high-resolution remote sensing images

Q Chong, M Ni, J Huang, Z Liang, J Wang, Z Li… - … Applications of Artificial …, 2024 - Elsevier
The more detailed and accurate earth observation has been made driven by the progress of
satellites and sensors optical photography technology, which poses both an opportunity and …