Jiahao Zhou 周家豪
School of Safety Science, Tsinghua University

My name is Jiahao Zhou. I'm currently a Master's student at School of Safety Science, Tsinghua University (THU) under the supervision of Prof. Fei Wang.

My research interest lies in Intelligent wildfire monitoring and Disaster situational awareness. I received my B.E. degree from the School of Remote Sensing and Information Engineering, Wuhan University (WHU). In my undergraduate years, supervised by Prof. Qingxiang Meng, I founded AntiE Team to develop emergency monitoring technologies derivation via remote sensing techniques. Meanwhile, I enjoyed a great time conducting research on 3D point cloud processing under the supervision of Prof. Zhen Dong, exploring multi-task learning in synthetic environments.


News
2026
One paper is accepted by JAG!
Jul 11
One paper is accepted by 中国安全科学学报 (China Safety Science Journal)!
Jul 05
One paper is accepted by EMS!
Jan 13
2025
One paper is accepted by PE&RS!
Oct 11
🏆I won the National Scholarship at Tsinghua University!
Oct 10
THU-Wildfire dataset has been released!
May 22
One paper is accepted by IEEE TGRS!
Feb 16
2024
One paper is accepted by IJDRR!
Dec 26
One paper is accepted by JNLSSR!
Oct 28
Graduated from Wuhan University! I earned the top spot and received the award for Outstanding Bachelor's Thesis! Big thanks to my advisor and everyone who supported me!
Jun 21
Selected Publications (view all )
Integrating UAV image time-series with multi-source environmental features for sequential wildfire spread prediction
Integrating UAV image time-series with multi-source environmental features for sequential wildfire spread prediction

Jiahao Zhou, Sen He, Shanjunxia Wu, Qiuhua Wang, Fei Wang

International Journal of Applied Earth Observation and Geoinformation

Integrating UAV image time-series with multi-source environmental features for sequential wildfire spread prediction

Jiahao Zhou, Sen He, Shanjunxia Wu, Qiuhua Wang, Fei Wang

International Journal of Applied Earth Observation and Geoinformation

Simulated Point Clouds Explicitly Guided Semantic Segmentation
Simulated Point Clouds Explicitly Guided Semantic Segmentation

Zhe Chen, Jiahao Zhou, Chen Long, Peiling Tong, Pangyin Li, Fuxun Liang, Zhen Dong

Photogrammetric Engineering & Remote Sensing

Simulated Point Clouds Explicitly Guided Semantic Segmentation

Zhe Chen, Jiahao Zhou, Chen Long, Peiling Tong, Pangyin Li, Fuxun Liang, Zhen Dong

Photogrammetric Engineering & Remote Sensing

THU-Wildfire: A multitemporal, multimodal observation dataset for wildfire behavior dynamics
THU-Wildfire: A multitemporal, multimodal observation dataset for wildfire behavior dynamics

Jiahao Zhou, Sen He, Shanjunxia Wu, Jia Zhang, Qiuhua Wang, Fei Wang

Environmental Modelling and Software

THU-Wildfire: A multitemporal, multimodal observation dataset for wildfire behavior dynamics

Jiahao Zhou, Sen He, Shanjunxia Wu, Jia Zhang, Qiuhua Wang, Fei Wang

Environmental Modelling and Software

Urban Road Collapse Risk Assessment Based on the Extended xLSTM Network
Urban Road Collapse Risk Assessment Based on the Extended xLSTM Network

Jiahao Zhou, Juncai Jiang, Yizhao Wang, Wenfeng Bai, Fei Wang, Long Chen, Qinglun He

Journal of Safety Science and Resilience

Urban Road Collapse Risk Assessment Based on the Extended xLSTM Network

Jiahao Zhou, Juncai Jiang, Yizhao Wang, Wenfeng Bai, Fei Wang, Long Chen, Qinglun He

Journal of Safety Science and Resilience

WHU-Synthetic: A Synthetic Perception Dataset for 3D Multi-Task Model Research
WHU-Synthetic: A Synthetic Perception Dataset for 3D Multi-Task Model Research

Jiahao Zhou, Chen Long, Yue Xie, Jialiang Wang, Conglang Zhang, Boheng Li, Haiping Wang, Zhe Chen, Zhen Dong

IEEE Transactions on Geoscience and Remote Sensing

WHU-Synthetic: A Synthetic Perception Dataset for 3D Multi-Task Model Research

Jiahao Zhou, Chen Long, Yue Xie, Jialiang Wang, Conglang Zhang, Boheng Li, Haiping Wang, Zhe Chen, Zhen Dong

IEEE Transactions on Geoscience and Remote Sensing

FRI: A firefighter risk index using spatiotemporal modelling of wildfire spread and individual travel
FRI: A firefighter risk index using spatiotemporal modelling of wildfire spread and individual travel

Wenyu Jiang, Jiahao Zhou, Jiasong Zhu, Guofeng Su, Fei Wang

International Journal of Disaster Risk Reduction

FRI: A firefighter risk index using spatiotemporal modelling of wildfire spread and individual travel

Wenyu Jiang, Jiahao Zhou, Jiasong Zhu, Guofeng Su, Fei Wang

International Journal of Disaster Risk Reduction

Comparing Accuracy of Wildfire Spread Prediction Models under Different Data Deficiency Conditions
Comparing Accuracy of Wildfire Spread Prediction Models under Different Data Deficiency Conditions

Jiahao Zhou, Wenyu Jiang, Fei Wang, Yuming Qiao, Qingxiang Meng

Fire

Comparing Accuracy of Wildfire Spread Prediction Models under Different Data Deficiency Conditions

Jiahao Zhou, Wenyu Jiang, Fei Wang, Yuming Qiao, Qingxiang Meng

Fire

Wildfire risk assessment using deep learning in Guangdong Province, China
Wildfire risk assessment using deep learning in Guangdong Province, China

Wenyu Jiang, Yuming Qiao, Xinxin Zheng, Jiahao Zhou, Juncai Jiang, Qingxiang Meng, Guofeng Su, Shaobo Zhong, Fei Wang

International Journal of Applied Earth Observation and Geoinformation

Wildfire risk assessment using deep learning in Guangdong Province, China

Wenyu Jiang, Yuming Qiao, Xinxin Zheng, Jiahao Zhou, Juncai Jiang, Qingxiang Meng, Guofeng Su, Shaobo Zhong, Fei Wang

International Journal of Applied Earth Observation and Geoinformation

All publications
Misc
Competition-awards
  • 🏅️ Gold Reward. The 8th China International College Students "Internet+" Innovation and Entrepreneurship Competition
    2022-11
  • First Prize. The 15th Chinese Collegiate Computing Competition National Finals (4C'2022)
    2022-09
  • Champion. The 3rd Wuhan Student "Hero Cup" Innovation and Entrepreneurship Competition
    2024-07
  • Golden Prize of Hubei Province. The 2022 "Challenge Cup" Innovation and Entrepreneurship Competition.
    2022-08
  • Outstanding Winner Award. The 2022 National College Student Surveying and Mapping Discipline Innovation and Entrepreneurship Intelligent Competition Development and Design Competition.
    2022-08
  • First Prize. The 2022 China Mobile Creator Marathon "OnePoint" Special Competition on Spatio-temporal Information
    2022-11
Invited-talks
  • 创赛经验分享, 武汉大学青创营 [Slides]
    2022-10
  • 科研经验分享, 武汉大学本科生院 [Link]
    2022-07
Internship
Teaching-assistant
  • Teaching Assistant, Java Network Programming, Undergrads, WHU
    2022-06
Education
  • Tsinghua University
    Tsinghua University
    School of Safety Science
    M.E. in Safety Engineering
    Sep. 2024 - present
  • Wuhan University
    Wuhan University
    School of Remote Sensing and Information Engineering
    B.E. in Remote Sensing
    Sep. 2020 - Jun. 2024
  • Qianjiang High School
    Qianjiang High School
    Competition Class
    Sep. 2017 - Jun. 2020
Honors & Awards
  • National Scholarship
    2026
  • Merit Student of Tsinghua University
    2026
  • Outstanding Bachelor's Thesis of Wuhan University (Top 5%)
    2024
  • Outstanding Prize of Innova University Student Innovation Achievement Award (2 candidates per year in WHU)
    2024
  • First Class Scholarship of Wuhan University (Top 5%)
    2023
  • Merit Student of Wuhan University
    2023 & 2021