Pengfeng Xiao

Full Professor, School of Geography and Ocean Science, Nanjing University

Joined

February 2025

Names

Pengfeng Xiao (Preferred)

Emails

****@nju.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Geography and Ocean Science, Nanjing University (nju.edu.cn)

2018 – Present

PhD student

School of Geography and Ocean Science, Nanjing University (nju.edu.cn)

2002 – 2007

Advisors, Relations & Conflicts

PhD Advisee

Zhenshi Li

2022 – Present

Coauthor

Dilxat Muhtar

2022 – Present

Expertise

Remote sensing

2002 – Present

Publications

Snow wetness retrieval for snowmelt monitoring using dualpolarization SAR data
Wei Ma, Pengfeng Xiao, Xueliang Zhang, Siyong Chen, Hao Liu
- Geo-spatial Information Science
- Readers: Everyone
Dynamic fusion of medium-resolution optical and SAR imagery for methane source infrastructure classification
Yanglangxing He, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Dilxat Muhtar, Feng Gu, Binxiao Liu, Pengming Feng
- International Journal of Applied Earth Observation and Geoinformation
- Readers: Everyone
Transforming Weather Data from Pixel to Latent Space
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Tao Han, Junchao Gong, Ran Tao, Pengfeng Xiao, Xinyu Gu, LEI BAI
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Spatial-Temporal-Spectral Unified Modeling for Remote Sensing Dense Prediction
Sijie Zhao, Feng Liu, Enzhuo Zhang, Yiqing Guo, Pengfeng Xiao, Xueliang Zhang, LEI BAI, Hao Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mapping snow-covered forest albedo via hybrid radiative transfer and machine learning across Northern Hemisphere
Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Petri Pellikka, Hao Liu, Yantao Liu
- ISPRS Journal of Photogrammetry and Remote Sensing
- Readers: Everyone
LHRS-Bot-Nova: Improved multimodal large language model for remote sensing vision-language interpretation
Zhenshi Li, Dilxat Muhtar, Feng Gu, Yanglangxing He, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiaoxiang Zhu
- ISPRS Journal of Photogrammetry and Remote Sensing
- Readers: Everyone
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
Dilxat Muhtar, Enzhuo Zhang, Zhenshi Li, Feng Gu, Yanglangxing He, Pengfeng Xiao, Xueliang Zhang
- NeurIPS 2025 poster
- Readers: Everyone
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
- European Conference on Computer Vision
- Readers: Everyone
Increased vulnerability of Arctic potential ice roads under climate change
Yuanbiao Dong, Pengfeng Xiao, Xueliang Zhang, Daqing Ge, Junchuan Yu, Yangyang Chen, Qiong Wu, Yanni Ma, Rongyuan Liu, Wenbo Luan, Hao Liu, Jie Bai
- Communications Earth & Environment
- Readers: Everyone

View all 20 publications

Co-Authors

View all 64 co-authors