Intra-annual vegetation changes and spatial variation in China over the past two decades based on remote sensing and time-series clustering

X Cheng, M Luo, K Chen, J Sun, Y Wu - Environmental Monitoring and …, 2024 - Springer
Vegetation is an important link between land, atmosphere, and water, making its changes of
great significance. However, existing research has predominantly focused on long-term …

Integrating hydrological knowledge into deep learning for DEM super-resolution

H Cao, L Xiong, H Wang, F Zhao… - International Journal of …, 2024 - Taylor & Francis
Deep learning-based super-resolution methods have been successfully applied to digital
elevation model (DEM) downscaling studies by designing structures and loss functions of …

Mountain Segmentation Based on Global Optimization with the Cloth Simulation Constraint

L Wen, J He, X Huang - Remote Sensing, 2023 - mdpi.com
Mountains are an important research object for surveying, mapping, cartography, space
science, and ecological remote sensing. Automatic mountain segmentation is one of the …

Directed Positive Negative Terrain Structure Graph Attention Network for Genetic Landform Recognition

S Lin, X Wang, N Chen, R Shen - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Genetic landform recognition is critical for understanding the composition of the Earth
surface and its dynamic processes. The graph-driven approach is a significant paradigm in …

Peak extraction and classification from digital elevation models based on the relationship between morphological characteristics and spatial position

M Zhao, Y Fang, C Yang, X Ju, X Huang… - Journal of Mountain …, 2023 - Springer
A peak is an important topographic feature crucial in quantitative geomorphic feature
analysis, digital geomorphological mapping, and other fields. Most peak extraction methods …

Detection of terrain feature points from digital elevation models using contour context

J Hu, X Liu, B Wu - Geocarto International, 2024 - Taylor & Francis
Terrain feature points, such as peaks, pits, and saddles, represent the macro-structure of the
landform. Conventional techniques for extracting these points from digital elevation models …

The Profiles Based on Ridge and Valley Lines to Extract Shoulder Lines on the Loess Plateau

S Yuan, W Fan, C Jiang - Remote Sensing, 2023 - mdpi.com
The shoulder line is fundamental to geomorphic evolution and erosion monitoring research
on the Loess Plateau, which represents the boundary between positive terrain (intergully) …

[PDF][PDF] Integrating Forestry Knowledge into Research on Mountain Top and Water System Recognition Technology Using Deep Learning

Y Wu, X Sun, D Jiang, H Zhang, C Li, D Gao - 2024 - preprints.org
In the study of mountainous areas, mountain peaks play a vital role as geomorphic features
that have significant influence on hydrological processes, vegetation distribution, and other …