Technical support team
Name:
Xiaoduo Pan
Title:
Professor
Tel:
010-64833141
Email:
panxd@itpcas.ac.cn
Address:
Building 3, Courtyard 16, Lincui Road, Chaoyang District, Beijing 100101, China
Education and Appointments
Education
2007.09-2012.06 Ph.D. in GIS and Cartography. University of Chinese Academy of Sciences
2003.10-2005.09 M.A. in International Environment and Agriculture, Tokyo University of Agriculture and Technology, Japan
2000.09-2003.06 M.S. in GIS and Cartography, Department of Resources and Environment, Lanzhou University
1998.03-1999.09 Dual Degree in Coumputer, Department of Computer Science, Lanzhou University
1996.09-2000.06 B.S. in Physical Geography, Department of Resources and Environment, Lanzhou University
Appointments
2019.01-present Professor, Institute of Tibetan Plateau Research, CAS
2015.08-2016.08 Visiting Research Fellow, University of California, Irvine
2013.01-2018.12 Associate Professor, Cold and Arid Regions Environmental and Engineering Research Institute, CAS
2013.01-2017.06 Postdoctoral Fellow, Cold and Arid Regions Environmental and Engineering Research Institute, CAS
2005.10-2012.12 Assistant Professor, Cold and Arid Regions Environmental and Engineering Research Institute, CAS


Research Interest

Regional climate change, data assimilation, data integration, big data analysis

Selected Publications

1. Xiaoduo Pan, Lei Zhang, Chunlin Huang, 2020. Future climate projection in Northwest China with RegCM4.6. Earth and Space Science, 7(2), https://doi.org/10.1029/2019EA000819.

2.Tian Han, Xiaoduo Pan*, Xufeng Wang, 2020. Evaluating and improving the sand storm numerical simulation performance in Northwestern China using WRF-Chem and remote sensing soil moisture data. Atmospheric Research, 251, 105411, https://doi.org/10.1016/j.atmosres.2020.105411.
3.Muhammad Usman, Xiaoduo Pan*, Danielle Penna, Burhan Ahmad, 2020. Hydrologic alteration and potential ecosystemic implications under a changing climate in the Chitral River, Hindukush region, Pakistan. Journal of Water and Climate Change, https://doi.org/10.2166/wcc.2020.073.
4.Xiaoduo Pan, Xin Li, Guodong Chen, Yang Hong, 2017. Effects of 4D-Var data assimilation using remote sensing precipitation products in a WRF model over the complex terrain of an arid region River Basin. Remote Sensing, 9(9): 963
5.Xiaoduo Pan, Xin Li, Guodong Cheng, Rensheng Chen, Kuolin Hsu, 2017.  Impact analysis of climate change on snowfall and fractional snow cover over a complex mountainous region using a numerical model and remote sensing products. Remote Sensing, 9(8): 774.
6.Xiaoduo Pan, Xin Li, Guodong Cheng, Hongyi Li, Xiaobo He, 2015. Development and evaluation of a river-basin-scale high spatio-temporal precipitation data set using the WRF model: a case study of the Heihe River Basin. Remote Sensing, 7(7): 9230-9252. 
7.Xiaoduo Pan, Xin Li, Kun Yang, Jie He, Yanlin Zhang, Xujun Han, 2014. Comparison of Downscaled Precipitation Data over a Mountainous Watershed: A Case Study in the Heihe River Basin. Journal of Hydrometeorology, 15(4):   1560-1574.
8.Xiaoduo Pan, Xiangjun Tian, Xin Li, Zhenghui Xie, Aimei Shao, Chunyan Lu, 2012. Assimilating Doppler radar radial velocity and reflectivity observations in the WRF model by a POD-based ensemble three-dimensional variational assimilation method. Journal of Geophysical Research, 117(D17113).
9.Xiaoduo Pan, Xin Li, Xiaokang Shi, Xujun Han, Lihui Luo, Liangxu Wang, 2012.  Dynamic Downscaling of Near-Surface Air Temperature at a basin scale using the WRF-with A Case Study in the Heihe River Basin, China. Frontier of Earth Science. 6(3): 314-323.
10.Xiaoduo Pan, Xin Li, 2011. Validation of WRF model on simulating forcing data for Heihe River Basin. Sciences in Cold and Arid Regions, 3(4):344-357.
11.Xiaoduo Pan, Hiroyuki Nakamura, Nozaki Tamotsu, Zhuotong Nan, 2007. A GIS-based landslide hazard assessment by multiple regression analysis. Proceedings of the society of photo-optical instrumentation engineers (SPIE), 6754: M7541-M7541.
12.Xiaoduo Pan, Hiroyuki Nakamura, Yong Liu, Yuhua Lang, 2005. Automatic Analysis Algorithm for Slide-slope Cut-Fill Based on Digital Elevation Model. Geoinformatics, 16(1): 35-40.
13.Xin Li, Tao Che, Xinwu Li, Anmin Duan, Donghui Shangguan, Xiaoduo Pan, Miao Fang, Qing Bao, 2020. CASEarth Poles: Big Data for the Three Poles. Bulletin of the American Meteorological Society, 101(9): E1475–E1491.
14.Xu Zhou, Jun Qin, Huidong Li, Wenjun Tang, Xiaoduo Pan, Bo Huang, Xin Li, 2020. A statistical method to construct wind speed at turbine height for study of wind power in China. Theoretical and Applied Climatology, 141(2), 419-432.
15.Guoshuai Li, Hong Yang, Ying Zhang, Chunlin Huang, Xiaoduo Pan, Mingguo Ma, Minhong Song, Haipeng Zhao, 2019. More extreme precipitation in Chinese deserts from 1960 to 2018. Earth and Space Science, 6(7): 1196-1204. 
16.Hongyi Li, Xin Li, Dawen Yang, Jian Wang, Bing Gao, Xiaoduo Pan, Yanlin Zhang, Xiaohua Hao, 2019. Tracing snowmelt paths in an integrated hydrological model for understanding seasonal snowmelt contribution at basin scale. JGR-Atmospheres, 124(6): 8874-8895.
17.Muhammad Rizwan, Xin Li, Kashif Jamal, , Yingying Chen, Junaid Nawaz Chauhdary, Donghai Zheng, Lubna Anjum, Youhua Ran, Xiaoduo Pan, 2019. Precipitation Variations under a Changing Climate from 1961-2015 in the Source Region of the Indus River. Water, 11(7): 1366.
18.Guoshuai Li, Xin Li, Tandong Yao, Tao Che, Hong Yang, Mingguo Ma, Haipeng Zhao, Xiaoduo Pan, 2019. Heterogeneous sea-level rises along coastal zones and small islands, Chinese Science Bulletin.
19.Xin Li , Guodong Cheng, Yingchun Ge, Hongyi Li, Feng Han, Xiaoli Hu, Wei Tian, Yong Tian, Xiaoduo Pan, Yanyun Nian, et al. 2018. Hydrological cycle in the heihe river basin and its implication for water resource management in endorheic basins. Journal of Geophysical Research: Atmospheres, 123(2):890-914.
20.Xiaozhong Huang, Wei Peng, Natalia Rudaya, Grimm Eric C, Xuemei Chen,  Xianyong Cao, Jun Zhang, Xiaoduo Pan, Sisi Liu, Chunzhu Chen, Fahu Chen,    2018. Holocene vegetation and climate dynamics in the Altai Mountains and surrounding areas. Geophysical Research Letters, 45(13):6628-6636.
21.Rui Liu, Shaomin Liu, Xiaofan Yang, Hui Lu, Xiaoduo Pan, Ziwei Xu, Yanfei Ma, Tongren Xu, 2018. Wind dynamics over a highly heterogeneous oasis area: an experimental and numerical study. Journal of Geophysical Research: Atmospheres, 123(16): 8418-8440.
22.Xin Tian, Min Yan, Christiaan Van Der Tol, Zengyuan Li, Zhongbo Su, Erxue Chen, Xin Li, Longhui Li, Xufeng Wang, Xiaoduo Pan, Lushuang Gao, Zongtao Han, 2017. Modeling forest above-ground biomass dynamics using multi-source data and incorporated models: a case study over the qilian mountains. Agricultural and Forest Meteorology, 246, 1-14.
23.Donghang Shao, Hongyi Li, Jian Wang, Xiaoduo Pan, Xiaohua Hao, 2017.  Distinguishing the role of wind in snow distribution by utilizing remote sensing and modeling data: case study in the northeastern tibetan plateau. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(10):4445-4456.
24.Xuejiao Wu, Yongping Shen, Ninglian Wang, Xiaoduo Pan, Wei Zhang, Jianqiao He, Guoya Wang, 2016. Coupling the wrf model with a temperature index model based on remote sensing for snowmelt simulations in a river basin in the Altay Mountains, northwest china. Hydrological Processes, 30(21):3967-3977.
25.Xin Tian, Christiaan Van Der Tol, Zhongbo Su, Zengyuan Li, Erxue Chen, Xin Li,  Min Yan, Xuelong Chen, Xufeng Wang, Xiaoduo Pan, Feilong Ling, Chunmei Li, Wenwu Fan, Longhui Li, 2015. Simulation of forest evapotranspiration using time-series parameterization of the surface energy balance system (SEBS) over the Qilian Mountains. Remote Sensing, 7(12): 15822-15843.
26.Hongyi Li, Zhiguang Tang, Jian Wang, Tao Che, Xiaoduo Pan, Chunlin Huang, Xufeng Wang, Xiaohua Hao, Shaobo Sun, 2014. Synthesis method for simulating snow distribution utilizing remotely sensed data for the Tibetan Plateau. Journal of Applied Remote Sensing, 21(1): 10. 
27.Jun Wen, Xin Lai, Xiaokang Shi, Xiaoduo Pan, 2013. Numerical simulations of fractional vegetation coverage influences on the convective environment over the source region of the yellow river. Meteorology and Atmospheric Physics, 120(1-2): 1-10.
28.Xin Li, Rui Jin, Xiaoduo Pan, Jianwen Guo, Tingjun Zhang, 2012. Changes in the near-surface soil freeze–thaw cycle on the Qinghai-Tibetan Plateau. International Journal of Applied Earth Observation and Geoinformation, 17(1): 33-42.
29.Xin Li, Zhuotong Nan, Guodong Cheng, Yongjian Ding, Lizong Wu, Liangxu Wang, Jian Wang, Youhua Ran, Hongxing Li, Xiaoduo Pan, Zhongming Zhu,  2011. Toward an improved data stewardship and service for environmental and ecological science data in west china. International Journal of Digital Earth, 4(4): 347-359.
30.Xin Li, Zhuotong Nan, Guodong Cheng, Yongjian Ding, Lizong Wu, Liangxu Wang, Jian Wang, Youhua Ran, Hongxing Li, Xiaoduo Pan, Zhongming Zhu,  2011. Toward an improved data stewardship and service for environmental and ecological science data in west china. International Journal of Digital Earth, 4(4): 347-359.
31.Tian Han, Xiaoduo Pan, Xufeng Wang, 2020. 
32.Xiaoduo Pan, Hanqing Ma, 2019. Near-Surface Hourly Atmospheric Driving Data at 0.05°×0.05°based on WRF Model Simulation over 2000-2016 Years for the Heihe River Basin. Plateau Meteorology, 38(1): 209-219. (in Chinese with English abstract)
33.Lei Zhang, Chunyan Wang, Xiaoduo Pan, 2018. A Review of Future Climate Change Based on Regional Climate Models. Plateau Meteorology, 37(5): 301-309. (in Chinese with English abstract)
34.Jing Ren, Xiaoduo Pan, 2017. Research of Satellite Precipitation Data Assimilation on WRF Model. Remote Sensing Technology and Application, 32(4):593-605. (in Chinese with English abstract)
35.Xuejiao Wu, Xiaoduo Pan, Yongping Shen, Wei Zhang, Jianqiao He, Bin He, 2016. Validation of WRF model on simulation forcing data for Kayiertesi River basin, Xinjiang. Journal of Glaciology and Geocryology, 38(2): 332-340. (in Chinese with English abstract)
36.Xuejiao Wu , Jian Zhou , Yan Li , Xiaoduo Pan , Yanzhao Zhou, 2014. Estimating the evapotranspiration in the middle reaches of the heihe river by sebs model based on the eddy covariance system. Journal of Glaciology and Geocryology, 36(6):  1538-1547. (in Chinese with English abstract)
37.Xiaoduo Pan, Xin Li, Youhua Ran, Chao Liu, 2012. Impact of underlying surface information on wrfmodeling in heihe river basin. Plateau Meteorology, 31(3): 657-667. (in Chinese with English abstract)
38.Xiaoduo Pan, Xin Li, 2011. Impact of spatial resolution on wrf model in heihe river basin. e-Science Technology & Application. 2(6): 126-137. (in Chinese with English abstract)
39.Xiaoduo Pan, Xin Li, Zhenhua Chao, 2010. Review of Research of Forcing Data for Regional Scale Hydrological Model. Advances in Earth Science, 25(12): 1314-1324. (in Chinese with English abstract)
40.Xiaoduo Pan, Xin Li, Zhuotong Nan, Lizong Wu, Liangxu Wang, Hongxing Li,   2010. Research on data description document. China Science & Technology Resources Review, 42(3): 30-35. (in Chinese with English abstract)
41.Xiaoduo Pan, Yong Liu, Zhuotong Nan, 2007. A Study on the Fractal Measurements of Landforms based on DEM in Qilian Mountain & Hexi Corridor. Journal of Ecological Economics, 5(1-4): 118-124. (in Chinese with English abstract)
42.Xiaoqing Peng, Tingjun Zhang, Xiaoduo Pan, Qingfeng Wang, Xinyue Zhong,  Kang Wang, Cuicui Mu, 2013. Spatial and temporal variations of seasonally frozen ground over the heihe river basin of Qilian Mountain in western china. Advances in Earth Science, 28(4): 497-508. (in Chinese with English abstract)
43.Zhong Zheng, Yuan Qi, Xiaoduo Pan, Jinsong Ge, Xuemin Nie, 2013. Estimating the Grassland NPP in Qinghai Lake Basin Based on WRF Model Data and CASA Model. Journal of Glaciology and Geocryology, 35(2): 465-474. (in Chinese with English abstract)
44.Yuting Hou, Zhuotong Nan, Xiaoduo Pan, 2013. Comparative evaluation of WRF and GLDAS precipitation data over the upper Heihe River basin. Journal of Lanzhou University, 49(4): 437-447.
45.Lihui Luo, Yaonan Zhang, Jian Zhou, Xiaoduo Pan, Weijun Sun, 2013. Simulation and Application of the Land Surface Model CLM Driven by WRF in the Tibetan Plateau. Journal of Glaciology and Geocryology, 35(3): 553-564. (in Chinese with English abstract)
46.Lizong Wu, Yong Tu, Liangxu Wang, Zhuotong Nan, Jie Peng, Xin Li, Xiaoduo Pan, Hongxing Li, 2010. Application of Digital Object Identifier in Scientific Data Publication. China Science & Technology Resources Review, 42(5): 22-29. (in Chinese with English abstract)
47.Liangxu Wang, Zhuotong Nan, Lizong Wu, Youhua Ran, Hongxing Li, Xiaoduo Pan, 2010. Environmental and Ecological Science Data Center for West China:Review and Outlook. China Science & Technology Resources Review, 42(5): 34-40. (in Chinese with English abstract)
48.Hongxing Li, Jian Wang, Zhuotong Nan, Liangxu Wang, Lizong Wu, Xiaoduo Pan, Xin Li, 2010. Data Service of Environmental and Ecological Science Data Center for Western China. China Science & Technology Resources Review, 42(3): 24-29. (in Chinese with English abstract)
49.Xin Li, Zhuotong Nan, Lizong Wu, Youhua Ran, Jian Wang, Xiaoduo Pan, Liangxu Wang, Hongxing Li, Zhongming Zhu, 2008. Environmental and ecological science data center for west china: integration and sharing of environmental and ecological data. Advances in Earth Science, 23(6): 628-637. (in Chinese with English abstract)
50.Jian Zhou, Xin Li, Genxu Wang, Xiaoduo Pan, 2008. Coupled land surface process pattern sib2 with the unsaturated seepage model and its application. Advances in Earth Science, 23(6): 570-579. (in Chinese with English abstract)
51.Jian Zhou, Genxu Wang, Xin Li, Yongmin Yang, Xiaoduo Pan, 2008. Data assimilation algorithm apply to energy-water balance analysis of the high cold ecosystem at qinghai-tibet plain, northwest china. Advances in Earth Science, 23(9):965-973. (in Chinese with English abstract)
52.Jian Zhou, Genxu Wang, Xin Li , Yongmin Yang , Xiaoduo Pan, 2008. Energy-Water Balance of Meadow Ecosystem in Cold Frozen Soil Areas. Journal of Glaciology and Geocryology, 30(3): 398-407. (in Chinese with English abstract)