About me
Hanyi Wu (吴瀚逸) is currently pursuing his PhD degree at Tsinghua University. He is interested in integrating the AI & RS for climate adaptation, espectially the health risk assessment and environmental & agricultural remote sensing. He developed remote sensing approaches combined with machine learning in order to characterize patterns of cities not only at large scales but also a spatially-explicit resolution close to people's living environment to understand health. Prof. Wenjia Cai is my advisor.
Date of birth : 2000-10-29
Native place : Nanan, Quanzhou, Fujian, China
Website : https://ross-wu-creat.github.io/
E-mail : wuhanyi25@mails.tsinghua.edu.cn; hanyi.wu@mail.bnu.edu.cn; hywu1029@163.com
Education
| Degree | Institution | Major | Period | Advisor |
|---|---|---|---|---|
| PhD | Tsinghua University (THU) | Ecology | 2025- | Prof. Wenjia Cai |
| MSc | Beijing Normal University (BNU) | Cartography and GIS | 2022-2025 | Prof. Yaozhong Pan |
| BEng | Nanjing University of Information Science & Technology (NUIST) | Remote sensing | 2018-2022 | Prof. Yongming Xu |
Research interest
Research interest |
Include |
|---|---|
| AI & RS for climate adaptation | Quantifing the co-benefits of climate mitigation and health adaptation technology, high resolution social-economic system simulation and mapping, etc. |
| Health Risk Assessment | heat health risk assesment, human exposure, environmental justice, etc. |
| Agricultural Remote Sensing | crop mapping (especially early and in-season large-scale mapping), timeseries satellite data reconstruction in agricultural scenarios, phenology extraction, soil erosion and agricultural sustainability, etc. |
Award and honors
Time |
Award |
|---|---|
| 2025 | Outstanding Graduate Student of Beijing (Beijing) |
| 2024 | School Excellent Student Cadre (BNU) |
| 2024 | Academic Innovation Award (BNU) |
| 2024 & 2023 | School Merit Student (BNU) |
| 2022 | Outstanding Graduate Student of Jiangsu Province (Jiangsu) |
| 2021 | Merit Student of Jiangsu Province (Jiangsu) |
| 2021 & 2020 & 2019 | School Merit Student (NUIST) |
| 2020 & 2019 | School Excellent Student Cadre (NUIST) |
| 2018 | School Outstanding Student (NUIST) |
Time |
Scholarship |
|---|---|
| 2024 | National Scholarship (BNU) |
| 2023 | First Prize of Academic Scholarship (BNU) |
| 2022 | First Prize of Academic Scholarship (NUIST) |
| 2021 | National Scholarship (NUIST) |
| 2020 & 2021 | Principal's Scholarship (NUIST) |
| 2019 | National Encouragement Scholarship (NUIST) |
Time |
Prize |
|---|---|
| 2021 | Second Prize of Sharing Cup Innovation Competition of Science and Technology Resources Sharing Service (National) |
| 2021 | Honorable Mention of Mathematical Contest In Modeling (MCM/ICM) |
| 2020 | Second Prize of Asia and Pacific Mathematical Contest in Modeling (APMCM) |
| 2020 | Third Prize of China Undergraduate Mathematical Contest in Model (CUMCM) |
| 2020 | Third Prize of Lan Qiao Cup National Software and information technology professionals competition (Python Programming) (National) |
| 2020 | Third Prize of Chinese Mathematics Competitions (CMC) (National) |
Scientific publications
2025
- Chuanwu Zhao, Yaozhong Pan*, Hanyi Wu, Yu Zhu. (2025). A New Effective and Robust Index Using Spectral Curve Shapes and Local Reflectance Peaks: Detecting Simple Coated Steel-Tiled Houses in Urban Areas. IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-16, Art no. 4404716. (SCI-Q1, TOP, IF = 8.6) 🔗
- Gelilan Ma, Chuanwu Zhao, Hanyi Wu, Yuan Gao, Shoujia Ren, Yaozhong Pan*. (2025). A novel red-edge-based anomalous water detection index and diagnostic framework. International Journal of Digital Earth, 18(2): 2540078. (SCI-Q1, IF = 4.9) 🔗
- Decai Jin, Xiufang Zhu, Ying Qu, Jianbo Qi, Hanyi Wu, Yaozhong Pan*. (2025). A Robust and Efficient Deep Optimization Network for Spatiotemporal Data Fusion. Information Fusion, 127: 103939. (SCI-Q1,TOP, IF = 17.9) 🔗
- Chuanwu Zhao, Haishuo Wei, Gudina Legese Feyisa, Thiaggo de Castro Tayer, Gelilan Ma, Hanyi Wu, Yaozhong Pan*. (2025). Evaluating spectral indices for water extraction: Limitations and contextual usage recommendations. International Journal of Applied Earth Observation and Geoinformation, 139: 104510. (SCI-Q1,TOP, IF = 8.6) 🔗
- Yuan Gao, Yaozhong Pan*, Xiufang Zhu, Hanyi Wu, Xiao Zhang, Shoujia Ren, Chuanwu Zhao. (2025). Ndci-Mgmm: A Novel and Automated Model for Dynamic Maize Mapping During the Growing Season. (Preprint, in press)
- 潘耀忠, 吴瀚逸, 朱秀芳, 靳德才, 高媛, 赵传武, 代佳佳. (2025). 一种农作物全生长季多光谱遥感时间序列影像近实时重建方法、装置、设备及介质. 中国发明专利, CN119495023A. 🔗
2024
- Hanyi Wu, Yongming Xu*, Min Zhang, Lingbo Su, Yiqi Wang, Shanyou Zhu. (2024). Spatially explicit assessment of the heat-related health risk in the Yangtze River Delta, China, using multisource remote sensing and socioeconomic data. Sustainable Cities and Society, 104, 105300. (SCI-Q1, TOP, IF = 11.7) 🔗
- Hanyi Wu, Chuanwu Zhao, Yu Zhu, Yaozhong Pan*. (2024). A multiscale examination of heat health risk inequality and its drivers in mega-urban agglomeration: A case study in the Yangtze River Delta, China. Journal of Cleaner Production, 142528. (SCI-Q1, TOP, IF = 11.1) 🔗
- Hanyi Wu, Yaozhong Pan*, Yuan Gao, Decai Jin, Chuanwu Zhao, Shoujia Ren. (2024). Improving sample applicability for early-season mapping of winter wheat using geoclimatic zoning. 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece. (Conference) 🔗
- Chuanwu Zhao, Yaozhong Pan*, Shoujia Ren, Yuan Gao, Hanyi Wu, Gelilan Ma. (2024). Accurate vegetation destruction detection using remote sensing imagery based on the three-band difference vegetation index (TBDVI) and dual-temporal detection method. International Journal of Applied Earth Observation and Geoinformation, 127, 103669. (SCI-Q1, TOP, IF = 7.5) 🔗
- Yu Zhu, Yaozhong Pan*, Dujuan Zhang, Hanyi Wu, Chuanwu Zhao. (2024). A deep learning method for cultivated land parcels (CLPs) delineation from high-resolution remote sensing images with high-generalization capability. IEEE Transactions on Geoscience and Remote Sensing. (SCI-Q1, TOP, IF = 7.6) 🔗
- Chuanwu Zhao, Yaozhong Pan*, Hanyi Wu, Shoujia Ren, Gelilan Ma, Yuan Gao, Yu Zhu, Guifei Jing. (2024). A Novel Spectral Index for Vegetation Destruction Event Detection Based on Multispectral Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. (SCI-Q1, TOP, IF = 5) 🔗
- Yiqi Wang, Yongming Xu*, Xichen Xu, Xingan Jiang, Yaping Mo, Hengrui Cui, Shanyou Zhu, Hanyi Wu. (2024). Evaluation of six global high-resolution global land cover products over China. International Journal of Digital Earth, 17, 2301673. (SCI-Q1, TOP, IF = 5.1) 🔗
2023
- Hanyi Wu, Junfeng Xiong*, Xuan Hou, Chen Lin, Jinduo Xu, Ronghua Ma. (2023). A dataset of soil water erosion of Northeast China from 2001 to 2020. China Scientific Data, 8(4). (中文核心, CSCD) 🔗💼 (The 4th Outstanding Open and Shared Remote Sensing Dataset Award (TOP 50), 2025)
- Junfeng Xiong, Hanyi Wu, Xiaorui Wang, Ronghua Ma, Chen Lin*. (2023). Response of soil fertility to soil erosion on a regional scale: A case study of Northeast China. Journal of Cleaner Production, 434, 140360. (SCI-Q1, TOP, IF = 11.1) 🔗
- Chuanwu Zhao*, Yaozhong Pan*, Hanyi Wu, Yu Zhu. (2023). Quantifying the contribution of industrial zones to urban heat islands: Relevance and direct impact. Environmental Research, 240, 117594. (SCI-Q1, TOP, IF = 8.3) 🔗
- 易绍荣, 冯雪娇, 王宗伟, 熊俊峰, 林晨*, 夏雨，吴瀚逸. (2023). 基于 SWAT 的河套灌区氮磷面源污染时空变化研究. 农业环境科学学报, 42(11):2550-2559. (中文核心, CSCD) 🔗
- 吴瀚逸, 熊俊峰, 程浩, 郭佳炜, 林晨, 马荣华. (2023). 一种基于水文站点数据的大区域尺度土壤水蚀评价方法. 中国发明专利, CN202310338238.4. 🔗
- 熊俊峰, 吴瀚逸, 侯渲, 郭佳炜, 林晨, 马荣华. (2023). 基于因子算法组合优选的不同地理分区土壤水蚀估算方法. 中国发明专利, CN116703195A. 🔗
Before 2023
- Qi Shao, Yongming Xu*, Hanyi Wu. (2021). Spatial prediction of COVID-19 in China based on machine learning algorithms and geographically weighted regression. Computational and Mathematical Methods in Medicine, 2021, 7196492. (SCI-Q3, IF = 2.8) 🔗
*Corresponding author
Conference
- Hanyi Wu. Spatially explicit assessment of the heat-related health risk in the Yangtze River Delta, China, using multisource remote sensing and socioeconomic data. European Geosciences Union (EGU General Assembly 2024), Vienna, Austria, Oral presentation, 14th April 2024- 19th April 2024.
- Hanyi Wu. Improving sample applicability for early-season mapping of winter wheat using geoclimatic zoning. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, Poster, 7th July 2024- 12th July 2024.
- Hanyi Wu. A multiscale examination of heat health risk inequality and its drivers in mega-urban agglomeration: A case study in the Yangtze River Delta. European Geosciences Union (EGU General Assembly 2025), Vienna, Austria, Oral presentation, 26th April 2025- 2nd May 2025.
Projects
- 遥感科学国家重点实验室、北京市陆表遥感数据产品工程技术研究中心2023年开放课题, 复杂种植区冬小麦早期制图研究. 2023.7-2024.12. (主持)
- 国家重点研发计划项目, 全球粮食和病虫害监测与预警. 2023.12-2026.11. (参与)
- 国家自然科学基金重大项目课题, 地表异常遥感响应特征与语义表征. 2022.1-2026.12. (参与)
- 国家重点研发计划项目子课题, 干旱、森林草原火灾及风暴潮灾害风险要素多模态遥感特性和建模分析技术. 2021.12-2024.11. (参与)
- 国家级大学生创新创业训练项目/江苏省高等学校大学生实践创新训练计划重点项目, 基于多源遥感数据的长三角地区高温风险综合评估. 2020.6-2021.06. (主持)
Other
Language: English(CET-6), Mandarin (Native), Hokkien (Native)
Hobbies: Violin, Calligraphy
Welcome to exchanges and cooperation.