
Wan Wei
- Title:Research Associate Professor
- Research Domain:GNSS Remote Sensing
- Address:Institute of Remote Sensing and GIS, Peking University
- Zip Code:100871
- Email: w.wan@pku.edu.cn
Resume
Talent Development
Scientific Research
Research Achievement
Education
2010-2014, Peking University, PhD
2007-2010, Nanjing University, MESc
2003-2007, China University of Petroleum (East China), BSc
Working Experience
2017.12-present, Peking University, School of Earth and Space Sciences, Research Assistant Professor/Research Associate Professor
2014-2017, Tsinghua University, Department of Hydraulic Engineering, Postdoctoral Researcher
2016 - 2017, University of Oklahoma/National Weather Center, visiting scholar
2012 - 2013, University of Colorado at Boulder, Department of Aerospace Science and Engineering, visiting scholar
Students supervised
I have co-supervised several undergraduate/graduate students:
Liu Baojian, undergraduate/graduate student at PKU. His research focused on GNSS remote sensing and hydrological remote sensing. He has worked at Beijing Forestry University since 2022.
Fang Weizhen, graduate student at PKU. His research focused on hydrological remote sensing.
Ji Rui, undergraduate/graduate student at PKU. His research focused on hydrological remote sensing.
Guo Zhizhou, undergraduate/graduate student at PKU. His research focused on GNSS remote sensing.
Wan Xianci, graduate student at PKU. Her research focused on GNSS remote sensing.
Zhang Jie, visiting student at PKU. Her research focused on GNSS remote sensing.
Teaching
I participate in several graduate courses, i.e., Global Change and Remote Sensing Water Cycle, Satellite Navigation Principles and Applications, and Water Resources-Water Environments-Water Disasters Information System.
Scientific Research
My research interests relate to GNSS remote sensing. I am currently focusing on GNSS Reflectometry (GNSS-R) and its application in land hydrology. It mainly involves GNSS-R mechanisms and methods for deriving key hydrological components, e.g., soil moisture, snow/ice, and surface water. I am also interested in other science and technology issues on GNSS remote sensing interacting with the atmosphere, ocean, and land.
Research Projects (as Principal Investigator)
2020-2023, National Natural Science Foundation of China, Title: Using BDS/GPS reflection data from ground observation network in northern China to estimate snow depth, No. 41971377.
2016-2017, National Natural Science Foundation of China, Title: Estimating soil moisture content using signals broadcasted by China's Beidou Navigation Satellite System, No. 41501360.
2015-2016, China Postdoctoral Science Foundation: Title: Estimating soil moisture over the Tibetan Plateau using navigation satellite data, No. 2015M570109.
Other Activities
The 12th China Satellite Navigation Conference (CSNC), 2021, invited talk.
IEEE GNSS+R workshop 2021, Land & Cryosphere Session, session chair.
Guest Editor for Remote Sensing special issue "Remote Sensing Water Cycle: Theory, Sensors, Data, and Applications", 2018.
Core member of the Sino-ESA GNSS Reflectometry Joint Workgroup.
Since 2021, I am the Coordinator of the PhD Classes in IRSGIS.
Selective publications
For full publication list, please visit: https://www.researchgate.net/profile/Wei-Wan-3
Year of 2023
Zhizhou Guo, Baojian Liu*, Xianci Wan, Zhenhuan Xia, Tao Zhang, Wei Wan*. CSCARY: A new algorithm combining observables of ASCAT and CyGNSS for more accurate ocean surface wind speed retrieval. IEEE Geoscience and Remote Sensing Letters, 2023, 20, https://doi.org/10.1109/LGRS.2023.3243231
PDF:https://disk.pku.edu.cn:443/link/23AC8B351040BE7A53E410F30C6DCE91
Huan Li, Wei Wan*, Rui Ji, Guoyuan Li, Xiaona Chen, Siyu Zhu, Baojian Liu, Yue Xu, Zengliang Luo, Shenglei Wang, Yaokuai Cui. Inspects and prospects of satellite remote sensing monitoring ability for land surface water in China. Journal of Remote Sensing, 2023, https://doi.org/10.11834/jrs.20220576 (in Chinese)
PDF:https://disk.pku.edu.cn:443/link/36DC3DEAF1D9557C8FF2DDBBCB9A9FFC
Year of 2022
Wei Wan*, Jie Zhang, Liyun Dai, Hong Liang*, Ting Yang, Baojian Liu, Zhizhou Guo, Heng Hu, Limin Zhao. A new snow depth data set over northern China derived using GNSS interferometric reflectometry from a continuously operating network (GSnow-CHINA v1.0, 2013–2022). Earth System Science Data, 2022, 14, (8): 3549-3571, https://doi.org/10.5194/essd-14-3549-2022
PDF:https://disk.pku.edu.cn:443/link/8E6EE819C3F108F57B5AAC0DFE2FD6ED
Wei Wan*, Limin Zhao, Jie Zhang, Hong Liang, Zhizhou Guo, Baojian Liu, Rui Ji. Toward terrain effects on GNSS Interferometric Reflectometry snow depth retrievals: geometries, modeling, and applications. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, https://doi.org/10.1109/TGRS.2022.3215817
PDF:https://disk.pku.edu.cn:443/link/C5AA3A786B97AB708E48CD29F130B4DF
Baojian Liu, Wei Wan*, Guoqiang Tang*, Huan Li, Zhizhou Guo, Xi Chen, Yang Hong. Statistical Analysis of CyGNSS Speckle and Its Applications to Surface Water Mapping. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, https://doi.org/10.1109/TGRS.2022.3196012
PDF:https://disk.pku.edu.cn:443/link/64ADFB6594E0484E01B59704E86CA6A0
Ting Yang, Wei Wan*, Jundong Wang, Baojian Liu, Zhigang Sun*. A physics-based algorithm to couple CYGNSS surface reflectivity and SMAP brightness temperature estimates for accurate soil moisture retrieval. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, https://doi.org/10.1109/TGRS.2022.3156959
PDF:https://disk.pku.edu.cn:443/link/DDB00B47258320F3C62F3D5C64D97932
Zhizhou Guo, Baojian Liu, Wei Wan*, Feng Lu*, Xinliang Niu, Rui Ji, Cheng Jing, Weiqiang Li, Xiuwan Chen, Jun Yang, Zhaoguang Bai. Soil moisture retrieval using BuFeng-1 A/B based on land surface clustering algorithm. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 4680-4689, https://doi.org/10.1109/JSTARS.2022.3179325
PDF:https://disk.pku.edu.cn:443/link/3CCF8461BB75D51576FD96D68855999D
Shanwei Liu, Jie Zhang, Wei Wan*, Hong Liang*, Baojian Liu, Zhizhou Guo. A comprehensive evaluation of utilizing BeiDou data to estimate snow depths from two ground-based stations. GPS Solutions, 2022, 26, 4, https://doi.org/10.1007/s10291-022-01308-1
PDF:https://disk.pku.edu.cn:443/link/771280913CF93EED0D1DB90440E59CF1
Jie Zhang, Shanwei Liu, Hong Liang, Wei Wan*, Zhizhou Guo, Baojian Liu. Using GNSS-IR Snow Depth Estimation to Monitor the 2022 Early February Snowstorm over Southern China. Remote Sensing, 2022, 14, 18, https://doi.org/10.3390/rs14184530
PDF:https://disk.pku.edu.cn:443/link/387CAF89B00E1FB75CF2A14C0AFA7B40
Year of 2021
Baojian Liu, Wei Wan*, Zhizhou Guo, Rui Ji, Tsechun Wang, Guoqiang Tang, Yaokui Cui, Yang Hong*. First Assessment of CyGNSS-Incorporated SMAP Sea Surface Salinity Retrieval Over Pan-Tropical Ocean. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 12163-12173, https://doi.org/10.1109/JSTARS.2021.3128553
PDF:https://disk.pku.edu.cn:443/link/C0061E576FC74CD649D75F50F1A46FEC
Baojian Liu, Wei Wan*, Yang Hong*. Can the accuracy of sea surface salinity measurement be improved by incorporating spaceborne GNSS-Reflectometry? IEEE Geoscience and Remote Sensing Letters, 2021, 18(1): 3 - 7, https://doi.org/10.1109/LGRS.2020.2967472
PDF:https://disk.pku.edu.cn:443/link/A84C3C7E59AFDAB62D5B2FC7FFBAFF34
Huan Li, Zengliang Luo, Yue Xu, Siyu Zhu, Xi Chen, Xiaozhuang Geng, Lei Xiao, Wei Wan*, Yaokui Cui*. A remote sensing-based area dataset for approximately 40 years that reveals the hydrological asynchrony of Lake Chad based on Google Earth Engine. Journal of Hydrology, 2021, 603, https://doi.org/10.1016/j.jhydrol.2021.126934
PDF:https://disk.pku.edu.cn:443/link/584EE2BD4379389070A6FAB63AEDBAE5
Wei Wan*, Baojian Liu, Zhizhou Guo, Feng Lu*, Xinliang Niu, Huan Li, Rui Ji, Jing Cheng, Weiqiang Li, Xiuwan Chen, Jun Yang, Zhaoguang Bai. Initial evaluation of the first chinese GNSS-R mission BuFeng-1 A/B for soil moisture estimation. IEEE Geoscience and Remote Sensing Letters, 2021, 19, https://doi.org/10.1109/LGRS.2021.3097003
PDF:https://disk.pku.edu.cn:443/link/5D1EE3C8E617FC024CA8760AC7B25E7B
Weizhen Fang, Yiyuan Sun, Rui Ji, Wei Wan*, Lei Ma*. Recognizing global dams from high-resolution remotely sensed images using convolutional neural networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 6363-6371, https://doi.org/10.1109/JSTARS.2021.3088520
PDF:https://disk.pku.edu.cn:443/link/3D0A18203EF3412D7FEB474B452C3404
Zengliang Luo, Quanxi Shao, Wei Wan*, Huan Li, Xi Chen, Siyu Zhu, Xiangyi Ding*. A new method for assessing satellite-based hydrological data products using water budget closure. Journal of Hydrology, 2021, 594, https://doi.org/10.1016/j.jhydrol.2020.125927
PDF:https://disk.pku.edu.cn:443/link/E1E129C48C800BD683BF16E72F6A3BD6
Year of 2020
Wei Wan*, Rui Ji, Baojian Liu, Huan Li, Siyu Zhu. A two-step method to calibrate CYGNSS-derived land surface reflectivity for accurate soil moisture estimations. IEEE Geoscience and Remote Sensing Letters, 2020, 19, https://doi.org/10.1109/LGRS.2020.3023650
PDF:https://disk.pku.edu.cn:443/link/D09B28EA3F5927AAF65D56E4D9E99E6D
Ting Yang, Wei Wan*, Zhigang Sun, Baojian Liu, Sen Li, Xiuwan Chen. Comprehensive evaluation of using TechDemoSat-1 and CYGNSS data to estimate soil moisture over mainland China. Remote Sensing, 2020, 12(11), https://doi.org/10.3390/rs12111699
PDF:https://disk.pku.edu.cn:443/link/395CA2ED73946EEDCF41D09F82A98FF5
Year of 2019
Baojian Liu, Wei Wan*, Hongjie Xie, Huan Li, Siyu Zhu, Guoqing Zhang, Lijuan Wen, Yang Hong*. A long-term dataset of lake surface water temperature over the Tibetan Plateau derived from AVHRR 1981–2015. Scientific Data, 2019, 6, https://doi.org/10.1038/s41597-019-0040-7
PDF:https://disk.pku.edu.cn:443/link/21A0547CD2DBEC9F4BCDF55E5C34B6CB
Ting Yang, Wei Wan*, Xiuwan Chen, Tianxing Chu, Zhen Qiao, Hong Liang, Jiahua Wei, Guangqian Wang, Yang Hong. Land surface characterization using BeiDou signal-to-noise ratio observations. GPS Solutions, 2019, 23(2), https://doi.org/10.1007/s10291-019-0824-4
PDF:https://disk.pku.edu.cn:443/link/48E662F88CCB684AEF891CD6E00A641B
Weizhen Fang, Cunguang Wang, Xi Chen, Wei Wan*, Huan Li, Siyu Zhu, Yu Fang, Baojian Liu, Yang Hong*. Recognizing global reservoirs from Landsat 8 images: A deep learning approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(9): 3168-3177, https://doi.org/10.1109/JSTARS.2019.2929601
PDF:https://disk.pku.edu.cn:443/link/2CC9F80C02E063730113205FDE60BABD
Wei Wan, Baojian Liu, Ziyue Zeng, Xi Chen, Guiping Wu, Liwen Xu, Xiuwan Chen, Yang Hong*. Using CYGNSS data to monitor China's flood inundation during typhoon and extreme precipitation events in 2017. Remote Sensing, 2019, 11(7), https://doi.org/10.3390/rs11070854
PDF:https://disk.pku.edu.cn:443/link/BBC7CA63DBB69DCAF4648507EACAC729
Wei Wan*, Hongjie Xie, Emad Hasan, Yang Hong. Editorial for Special Issue "Remote Sensing Water Cycle: Theory, Sensors, Data, and Applications". Remote Sensing, 2019, 11(10), https://doi.org/10.3390/rs11101210
PDF:https://disk.pku.edu.cn:443/link/105D3EE49AB166F56A109D711F51B41A
Liwen Xu, Wei Wan*, Xiuwan Chen, Siyu Zhu, Baojian Liu, Yang Hong. Spaceborne GNSS-R observation of global lake level: First results from the TechDemoSat-1 mission. Remote Sensing, 2019, 11(12), https://doi.org/10.3390/rs11121438
PDF:https://disk.pku.edu.cn:443/link/BD308A96575F14D10D45C75E0AB5DBAD
Siyu Zhu, Baojian Liu, Wei Wan*, Hongjie Xie, Yu Fang, Xi Chen, Huan Li, Weizhen Fang, Guoqing Zhang, Mingwei Tao, Yang Hong*. A new digital lake bathymetry model using the step-wise water recession method to generate 3D lake bathymetric maps based on DEMs. Water, 2019, 11(11), https://doi.org/10.3390/w11112419
PDF:https://disk.pku.edu.cn:443/link/2EFEAFB6AEB905F7E9B8A9855139E2EE
Year of 2018
Wei Wan#, Limin Zhao#, Hongjie Xie*, Baojian Liu, Huan Li, Yaokui Cui, Yingzhao Ma, Yang Hong*. Lake surface water temperature change over the Tibetan plateau from 2001 to 2015: A sensitive indicator of the warming climate. Geophysical Research Letters, 2018, 45(20): 11177-11186, https://doi.org/10.1029/2018GL078601
PDF:https://disk.pku.edu.cn:443/link/A69A0ED6D027CEE63A6384B18B35774A
Huan Li, Hongjie Xie*, Stefan Kern, Wei Wan*, Burcu Ozsoy, Stephan Ackley, Yang Hong. Spatio-temporal variability of Antarctic sea-ice thickness and volume obtained from ICESat data using an innovative algorithm. Remote Sensing of Environment, 2018, 219: 44-61, https://doi.org/10.1016/j.rse.2018.09.031
PDF:https://disk.pku.edu.cn:443/link/9EA2132AEECED3183C84621078DC5816
Siyu Zhu, Wei Wan*, Hongjie Xie, Baojian Liu, Huan Li, Yang Hong*. An efficient and effective approach for georeferencing AVHRR and GaoFen-1 imageries using inland water bodies. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(7): 2491-2500, https://doi.org/10.1109/JSTARS.2018.2833627
PDF:https://disk.pku.edu.cn:443/link/C97AFB57B3B03CB9C935368614899750
Before 2018
Wei Wan, Huan Li, Hongjie Xie*, Yang Hong*, Di Long, Limin Zhao, Zhongying Han, Yaokui Cui, Baojian Liu, Cunguang Wang, Wenting Yang l. A comprehensive data set of lake water surface temperature over the Tibetan Plateau derived from MODIS LST products 2001–2015. Scientific Data, 2017, 4, https://doi.org/10.1038/sdata.2017.95
PDF:https://disk.pku.edu.cn:443/link/656FDE618317376829804EB489F90275
Wei Wan, Di Long, Yang Hong*, Yingzhao Ma, Yuan Yuan, Pengfeng Xiao, Hongtao Duan, Zhongying Han, Xingfa Gu*. A lake data set for the Tibetan Plateau from the 1960s, 2005, and 2014. Scientific Data, 2016, 3, https://doi.org/10.1038/sdata.2016.39 .
PDF:https://disk.pku.edu.cn:443/link/277BE1E5F060429F129F49A7648866D5
Wei Wan , Kristine M. Larson, Eric E. Small, Clara C. Chew,John J. Braun. Using Geodetic GPS Receivers to Measure Vegetation Water Content. GPS Solutions. 2015, 19(2): 237-248, https://doi.org/10.1007/s10291-014-0383-7
PDF:https://disk.pku.edu.cn:443/link/C8A31A493DC278D3904538B4669F3AAC
Wei Wan , Weihua Bai, Limin Zhao*, Di Long, Yueqiang Sun, Xiangguang Meng, Hua Chen, Xiai Cui, Yang Hong. Initial results of China's GNSS-R airborne campaign: soil moisture retrievals. Science Bulletin, 2015, 60(10): 964–971, https://doi.org/10.1007/s11434-015-0789-9
PDF:https://disk.pku.edu.cn:443/link/B5D0E0FC874A6DC9F718FAE7784A05A6
Wei Wan, Pengfeng Xiao*, Xuezhi Feng, Hui Li, Ronghua Ma, Hongtao Duan,Limin Zhao. Monitoring lake changes of Qinghai-Tibetan Plateau over the past 30 years using satellite remote sensing data. Chinese Science Bulletin, 2014, 59, https://doi.org/10.1007/s11434-014-0128-6
PDF:https://disk.pku.edu.cn:443/link/58BB1858EE03D6E44F1B08E87F2CAEEF
Wei Wan, Xiuwan Chen * , Xuefeng Peng, Weihua Bai, Junming Xia , Hong Liang , Xuemin Zhang, Pan Xiong , Ting Yang , Yunchang Cao , Cong Yin, Limin Zhao, Yang Hong *. Overview and outlook of GNSS remote sensing technology and applications. Journal of Remote Sensing, 2016, 20, (5): 858-874, https://doi.org/10.11834/jrs.20166228 (Special Issue on "Twenty Years of Remote Sensing in China") (in Chinese)
PDF:https://disk.pku.edu.cn:443/link/D4200903A522DA6252D7F081AB4D0DB9
Wei Wan, Huang Li, Yang Hong, Xiuwan Chen, Xuefeng Peng. Definition and application of GNSS-R observation patterns. Journal of Remote Sensing, 2015, 19(6): 882-893, https://doi.org/10.11834/jrs.20154304 (in Chinese)
PDF:https://disk.pku.edu.cn:443/link/A5425C1922D63520B060F701C63A8B2C
Wei Wan, Huang Li, Yang Hong. Issues on Multi-polarization of GNSS-R for Passive Radar Detection Journal of Radars, 2014, 3(6): 641-651, https://doi.org/10.12000/JR14095 (in Chinese)
PDF:https://disk.pku.edu.cn:443/link/7805C40955E02E8CBCF54F4B9D7712E6
Wei Wan, Xuezhi Fang, Pengfeng Xiao, Limin Zhao. Shape feature representation of ground objects from high-resolution remotely sensed imagery base on Fourier Descriptors. Journal of Remote Sensing, 2011, 15(1): 73-87, https://doi.org/10.11834/jrs.20110106 (in Chinese)
PDF:https://disk.pku.edu.cn:443/link/E0FC9E7583793B37B57B2FAB6E61312D