Lhrs-bot-nova: Improved multimodal large language model for remote sensing vision-language interpretation
Z Li, D Muhtar, F Gu, Y He, X Zhang, P Xiao, G He, X Zhu, ISPRS Journal of Photogrammetry and Remote Sensing, 2025
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting
S Zhao, H Chen, X Zhang, P Xiao, L Bai, IEEE Transactions on Geoscience and Remote Sensing, 2025
Accelerated decline in vegetation resilience on the Tibetan Plateau
Y Liu, P Xiao, X Zhang, H Liu, S Chen, Y Jia, Land Degradation & Development, 2025
Mapping snow-covered forest albedo via hybrid radiative transfer and machine learning across Northern Hemisphere
S Chen, P Xiao, X Zhang, P Pellikka, H Liu, Y Liu, ISPRS Journal of Photogrammetry and Remote Sensing, 2025
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
D Muhtar, E Zhang, Z Li, F Gu, Y He, P Xiao, X Zhang, ISPRS Journal of Photogrammetry and Remote Sensing, 2025
Winter snowpack loss increases warm-season compound hot-dry extremes
H Liu, P Xiao, X Zhang, Y Liang, B Tang, S Chen, Y Liu, Communications Earth & Environment, 2024
Improved snow-covered forest bidirectional reflectance model incorporating canopy-intercepted snow and atmospheric effects
S Chen, P Xiao, X Zhang, H Liu, Y Wang, L Sun, G Yin, IEEE Transactions on Geoscience and Remote Sensing, 2024
Rs-mamba for large remote sensing image dense prediction
S Zhao, H Chen, X Zhang, P Xiao, L Bai, W Ouyang, IEEE Transactions on Geoscience and Remote Sensing, 2024
Winter snow cover influences growing-season vegetation productivity non-uniformly in the Northern Hemisphere
H Liu, P Xiao, X Zhang, S Chen, Y Wang, W Wang, Communications Earth & Environment, 2024
Lhrs-bot: Empowering remote sensing with vgi-enhanced large multimodal language model
D Muhtar, Z Li, F Gu, X Zhang, P Xiao, European Conference on Computer Vision, 2024
Exchanging dual-encoder–decoder: A new strategy for change detection with semantic guidance and spatial localization
S Zhao, X Zhang, P Xiao, G He, IEEE Transactions on Geoscience and Remote Sensing, 2023
Cmid: A unified self-supervised learning framework for remote sensing image understanding
D Muhtar, X Zhang, P Xiao, Z Li, F Gu, IEEE Transactions on Geoscience and Remote Sensing, 2023
For a full list, please go to Google Scholar.
