Jianxi Huang

Full Professor, Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University

Joined

May 2025

Names

Jianxi Huang (Preferred)

Huang Jianxi

Emails

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

Personal Links

Google Scholar

ORCID

Career & Education History

Full Professor

Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University (swjtu.edu.cn)

2016 – Present

Advisors, Relations & Conflicts

Coauthor

Xuecao Li

2021 – 2025

Coworker

Shuangxi Miao

2022 – 2024

PhD Advisor

Wenbing Wu

2002 – 2006

Expertise

deep learning

2020 – 2025

data simulation

2015 – 2025

agricultral remote sensing

2014 – 2025

Publications

CNSIF: A reconstructed monthly 500-meter spatial resolution solar-induced chlorophyll fluorescence dataset in China
Kaiqi Du, Guilong Xiao, Jianxi Huang, Xia Jing, Xiaoyan Kang, Jianjian Song, Quandi Niu, Haixiang Guan, Xuecao Li, Yelu Zeng
- Agricultural and Forest Meteorology
- Readers: Everyone
Improving rice yield prediction with multi-modal UAV data: hyperspectral, thermal, and LiDAR integration
Shaofeng Tan, Jie Pei, Yaopeng Zou, Huajun Fang, Tianxing Wang, Jianxi Huang
- Geo-spatial Information Science
- Readers: Everyone
Simulating Bidirectional Reflectance in Croplands With Various Crop Residue Cover by a Geometric Optical–Radiative Transfer Model
Wancheng Tao, Wei Su, Yelu Zeng, Xiaoyao Li, Jing M. Chen, Sheng Wang, Xianda Huang, Yi Dong, Fu Xuan, Jianxi Huang
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
Frequency-Domain Feature Interaction Combined With Multiscale Attention for Remote Sensing Change Detection
Zhongxiang Xie, Shuangxi Miao, Zhewei Zhang, Xuecao Li, Jianxi Huang
- IEEE Sensors Journal
- Readers: Everyone
Progress and Perspectives of Crop Yield Forecasting With Remote Sensing: A review
Guilong Xiao, Jianxi Huang, Wen Zhuo, Hai Huang, Jianjian Song, Kaiqi Du, Jingwen Wang, Wenping Yuan, Liang Sun, Yelu Zeng, Wei Su, Genghong Wu, Xuecao Li, Juepeng Zheng, Shuangxi Miao, Anne Gobin, Peng Zhu, Zhenong Jin
- IEEE Geoscience and Remote Sensing Magazine
- Readers: Everyone
Extreme surface solar ultraviolet radiation events reduce maize yields in China
Haixiang Guan, Peng Zhu, Jianxi Huang, Zhenong Jin, Yuyang Ma, Xuecao Li, Yelu Zeng, Wei Su, Shuangxi Miao, Wenbin Wu, Bingfang Wu
- Communications Earth & Environment
- Readers: Everyone
Boosting Universal Domain Adaptation in Remote Sensing With Dual-Classifiers Consistency Discrimination and Cross-Domain Feature Mixup
Qingmei Li, Yang Zhang, Juepeng Zheng, Yuxiang Zhang, Jianxi Huang, Haohuan Fu
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset
Zhiwei Zhang, Zi Ye, Yibin Wen, Shuai Yuan, Haohuan Fu, Huang Jianxi, Juepeng Zheng
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Normalized Solar-Induced Fluorescence Responds Earlier Than Vegetation Indices to the 2019 North China Plain Drought
Yongyuan Gao, Yelu Zeng, Nadezhda N. Voropay, Anne Gobin, Jianxi Huang, Wei Su, Xuecao Li, Shuangxi Miao, Zhe Liu, Bingbo Gao, Yachang He, Wendi Lu, Huiren Tian, Liang Zhu, Si Gao, Kai Yan, Dalei Hao
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
Qingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Huang Jianxi, Juepeng Zheng
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

View all 177 publications

Co-Authors

View all 570 co-authors