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