[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges

S Liang, T He, J Huang, A Jia, Y Zhang, Y Cao… - Science of Remote …, 2024 - Elsevier
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …

[HTML][HTML] Assessing the accuracy and consistency of six fine-resolution global land cover products using a novel stratified random sampling validation dataset

T Zhao, X Zhang, Y Gao, J Mi, W Liu, J Wang, M Jiang… - Remote sensing, 2023 - mdpi.com
Over the past decades, benefiting from the development of computing capacity and the free
access to Landsat and Sentinel imagery, several fine-resolution global land cover (GLC) …

Spatial simulation and prediction of land use/land cover in the transnational Ili-Balkhash Basin

J Kou, J Wang, J Ding, X Ge - Remote Sensing, 2023 - mdpi.com
Exploring the future trends of land use/land cover (LULC) changes is significant for the
sustainable development of a region. The simulation and prediction of LULC in a large-scale …

A Weakly Supervised Semantic Segmentation Framework for Medium-resolution Forest Classification with Noisy Labels and GF-1 WFV Images

X Peng, G He, G Wang, R Yin… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Forests are the most widely distributed terrestrial vegetation type and play a significant role
in the global carbon cycle and ecological diversity. Accurate and timely forest detection …

[HTML][HTML] Decoding the inconsistency of six cropland maps in China

Y Cui, R Liu, Z Li, C Zhang, XP Song, J Yang, L Yu… - The Crop Journal, 2024 - Elsevier
Accurate cropland information is critical for agricultural planning and production, especially
in food-stressed countries like China. Although widely used medium-to-high-resolution …

[HTML][HTML] Correlation analysis between urban green space and land surface temperature from the perspective of spatial heterogeneity: A case study within the sixth ring …

W Liu, B Jia, T Li, Q Zhang, J Ma - Sustainability, 2022 - mdpi.com
Urban greening has been widely regarded as the most effective, lasting, and economical
strategy for alleviating the effects of urban heat islands (UHIs). Previous studies on the …

Reliability and consistency assessment of land cover products at macro and local scales in typical cities

W Shi, X Zhao, J Zhao, S Zhao, Y Guo… - … Journal of Digital …, 2023 - Taylor & Francis
Urban areas have higher heterogeneity compared to natural areas, it is crucial to assess fine-
resolution land cover products and discover how they differ in urban areas so that they can …