基本信息
潘小多  女  博导  中国科学院青藏高原研究所
电子邮件: panxd@itpcas.ac.cn
通信地址: 北京市朝阳区林萃路16号院3号楼
邮政编码: 100101

研究领域

潘小多,女,1978年出生,浙江瑞安人,博士,中国科学院青藏高原研究所特聘骨干研究员,博士生导师。主要研究方向为:区域气候变化,数据同化,数据集成,大数据分析。建立了区域气候模式降水遥感产品同化框架,用于同化多普勒雷达资料、FY-系列、TRMMGPMAMSR-E MODIS 等多源主被动微波遥感的降雨与降雪产品,以提高区域气候模式的降水(雨雪)模拟精度;研发了高时空分辨率长时间序列的黑河流域近地表大气资料,为基金委重大研究计划“黑河流域生态-水文过程集成研究”集成项目“黑河流域水-生态-经济系统的集成模拟与预测”的模型开发和运行提供驱动数据;集成青藏高原乃至中国陆域地球表层科学方面的遥感、冰冻圈、水文、生态、沙漠、古环境等资源、环境和人文等特色数据集,为青藏高原地球系统科学和区域可持续发展提供数据服务。研究成果主要发表在Bulletin of the American Meteorological SocietyJournal of Geophysical Research等国际主流刊物,已发表100多篇。

招生信息

欢迎GIS,RS,地理,大气和计算机等方向的学生报考
招生专业
070503-地图学与地理信息系统
070602-大气物理学与大气环境
招生方向
区域气候变化
遥感数据同化
大数据集成与分析

教育背景

   
学历

2007.09-2012.06    中国科学院大学,理学博士研究生,导师:李新研究员

2003.10-2005.09    日本东京农工大学,农学硕士研究生,导师:Nakamura Hiroyuki教授

2000.09-2003.06    兰州大学资源环境学院,理学硕士研究生,导师:刘勇教授

1998.03-1999.09    兰州大学计算机学院,双学位辅修

1996.09-2000.06    兰州大学资源环境学院,本科生



工作经历

   
工作简历

2019.01-现在    中国科学院青藏高原研究所,研究员 

2013.01-2018.12    中国科学院寒区旱区环境与工程研究所,副研究员 

2005.11-2012.12    中国科学院寒区旱区环境与工程研究所,助理研究员

访问&博士后研究

2013.01-2017.06    中国科学院寒区旱区环境与工程研究所,博士后,合作导师:程国栋 研究员/中国科学院院士 

2015.08-2016.08    美国加州大学尔湾分校,访问学者,合作导师:Soroosh Sorooshian 教授/美国工程院院士

出版信息

1. Xiaoduo Pan, Xuejun Guo, Xin Li, Xiaolei Niu, Xiaojuan Yang, Min Feng, Tao Che, Rui Jin, Youhua Ran, Jianwen Guo, Xiaoli Hu, Adan Wu, 2021. National Tibetan Plateau Data Center: Promoting Earth System Science on the Third Pole. Bulletin of the American Meteorological Society, https://doi.org/10.1175/BAMS-D-21-0004.1.

2. Xiaoduo Pan, Weiqiang Ma, Ying Zhang, Hu Li, 2021. Refined Characteristics of Moisture Cycling over the Inland River Basin Using the WRF Model and the Finer Box Model: A Case Study of the Heihe River Basin. Atmosphere, 12(3): 399, https://doi.org/10.3390/atmos12030399.

3. Xin Li, Xiaoduo Pan, Xuejun Guo, Jun Qin, Baosheng An, Tao Wang, Qinghua Ye, Weimin Wang, Xiaojuan Yang, Xiaolei Niu, Min Feng, Tao Che, Rui JIn, Jianwen Guo, 2021. Big Data Promotes the Tibetan Plateau and Pan-Third Pole Earth System Science. In: Chinese Academy of Sciences et al. (eds) China’s e-Science Blue Book 2020, 129-148. Springer, Singapore. https://doi.org/10.1007/978-981-15-8342-1_7.

4. 李新, 潘小多, 郭学军, 秦军, 安宝晟, 汪涛, 叶庆华, 王卫民, 杨晓娟, 牛晓蕾, 冯敏, 车涛, 晋锐, 郭建文. 大数据系统助力青藏高原和泛第三极地球系统科学研究. 中国科研信息化蓝皮书2020. 北京:电子工业出版社, 2020: 111-126.

5. 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.

6. 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.

7. 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.

8. 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

9. 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.

10. 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. 

11. 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.

12. 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).

13. 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.

14. 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.

15. 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.

16. 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.

17. 潘小多, 马瀚青, 2019. 2000—2016年基于WRF模式的0.05°×0.05°黑河流域近地表大气驱动数据. 高原气象, 38(1): 209-219.

18. 韩天潘小多, 王旭峰, 黄广辉, 韦海宁, 2020. 遥感资料在WRF-Chem沙尘模拟中的应用. 遥感技术与应用, 35(4): 808-819. doi10.11873/j.issn.10040323.2020.4.0808

19. 张磊,王春燕,潘小多*,2018.基于区域气候模式未来气候变化研究综述.   高原气象,37(5):301-309.

20. 任静潘小多*, 2017. 基于wrf模式的多源遥感降水资料数据同化研究. 遥感技术与应用, 32(4):593-605.

21. 吴雪娇潘小多, 沈永平, 张伟, 贺建桥, 贺斌, 2016. WRF模式制备的气象驱动数据在新疆喀依尔特斯河流域的验证. 冰川冻土, 38(2): 332-340.

22. 潘小多, 李新, 冉有华, 刘超, 2012.下垫面对WRF模式模拟黑河流域区域气候精度影响研究. 高原气象, 31(3): 657-667.

23. 潘小多, 李新, 2011. 模式水平分辨率对WRF模式的影响研究——以黑河流域WRF模拟为例. 科研信息化技术与应用, 2(6): 126-137.

24. 潘小多, 李新, 钞振华, 2010. 区域尺度近地表气候要素驱动数据研制的研究综述. 地球科学进展, 25(12): 1314-1324. 

25. 潘小多, 李新, 南卓铜, 吴立宗, 王亮绪, 李红星, 2010. 科学数据文档的研究. 中国科技资源导刊, 42(3): 30-35. 

26. 潘小多, 刘勇, 南卓铜, 2007. 基于DEM的祁连山——河西走廊地区地貌形态分形度量研究. 生态经济学报, 5(1-4): 118-124.

27. 潘小多, 刘勇, 邓天阳. 一种基于数字高程模型的道路填挖方边坡自动解析算法. 兰州大学学报(自然科学版), 2002, 38(1):111-116

28. 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.

29. 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.

30. 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. 

31. 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.

32. 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.

33. 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.

34. 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.

35. 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.

36. 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.

37. 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.

38. 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.

39. 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.

40. 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.

41. 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. 

42. 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.

43 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.

44. 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.

45. 吴雪娇, 周剑, 李妍潘小多, 周彦召, 2014. 基于涡动相关仪验证的sebs模型对黑河中游地表蒸散发的估算研究. 冰川冻土, 36(6): 1538-1547.

46. 彭小清, 张廷军潘小多, 王庆峰, 钟歆钥, 王康, 牟翠翠, 2013. 祁连山区黑河流域季节冻土时空变化研究. 地球科学进展, 28(4): 497-508.

47. 侯玉婷, 南卓铜潘小多, 2013. WRFGLDAS降水数据在黑河上游山区流域的比较与分析. 兰州大学学报(自然科学版), 49(4): 437-447.

48. 郑中, 祁元潘小多, 2013. 基于WRF模式数据和CASA模型的青海湖流域草地NPP估算研究. 35(2): 465-474.

49. 罗立辉, 张耀南, 周剑潘小多, 孙维君, 2013. 基于WRF驱动的CLM模型对青藏高原地区陆面过程模拟研究. 冰川冻土, 35(3): 553-564.

50. 吴立宗, 涂勇, 王亮绪, 南卓铜, 彭洁, 李新潘小多, 李红星, 2010. 浅谈科学数据出版中的数字对象唯一标识符. 中国科技资源导刊, 42(5): 22-29.

51. 王亮绪, 南卓铜, 吴立宗, 冉有华, 李红星潘小多, 2010. 西部数据中心数据集成和共享的回顾与展望. 中国科技资源导刊, 42(5): 34-40.

52. 李红星, 王建, 南卓铜, 王亮绪, 吴立宗潘小多, 2010. 西部数据中心的数据服务实践. 中国科技资源导刊,  42(3): 24-29.

53. 李新, 南卓铜, 吴立宗, 冉有华, 王建潘小多, 王亮绪, 李红星, 祝忠明,  2008. 中国西部环境与生态科学数据中心: 面向西部环境与生态科学的数据集成与共享. 地球科学进展, 23(6): 628-637.

54. 周剑, 李新, 王根绪潘小多, 2008. 陆面过程模式sib2与包气带入渗模型的耦合及其应用. 地球科学进展, 23(6): 570-579.

55. 周剑, 王根绪, 李新, 杨永民潘小多, 2008. 数据同化算法在青藏高原高寒生态系统能量-水分平衡分析中的应用. 地球科学进展, 23(9): 965-973

56. 周剑, 王根绪, 李新, 杨永民潘小多, 2008. 高寒冻土地区草甸草地生态系统的能量-水分平衡分析. 冰川冻土, 30(3): 398-407.

科研活动


科研项目

( 1 ) 黑河输水条件下土壤水地下水相互作用及其生态水文效应研究, 参与, 国家级, 2012-01--2015-12 

( 2 ) 基于遥感和数据同化的黑河中-下游植被与陆表水循环的相互作用研究, 参与, 国家级, 2011-01--2013-12 

( 3 ) 黑河流域生态-水文遥感产品生产算法研究与应用试验, 参与, 部委级, 2012-01--2016-12 

( 4 ) 基于区域气候模式的多源遥感降水产品同化研究, 主持, 国家级, 2015-01--2018-12 

( 5 ) 黑河流域高时空分辨率的大气驱动数据研究, 主持, 国家级, 2010-01--2012-12 

( 6 )中国科学院“泛第三极环境变化与绿色丝绸之路建设”A类先导专项“泛第三极数据集成”子课题, 主持, 部委级, 2018-01--2022-12

国际会议

  1. 2022821-26日参加冰冻圈2022年会(Cryosphere 2022),做“National Tibetan Plateau Data Center”口头报告,雷克雅未克,冰岛

  2. 20191117-24日参加第三届国际极地数据论坛(Third Polar Data Forum),做“A big data platform for the Pan-Third Pole”口头报告,赫尔辛基,芬兰

  3. 2019923-29日参加第11届国际数字地球会议(ISDE1111th International Symposium on Digital Earth),代表时空三极环境项目做“CASEarth Poles: A Big Earth Data Platform for Three Poles”口头报告,佛罗伦萨,意大利

  4. 201946-14日参加欧洲地球科学联合大会(European Geosciences Union General Assembly),做“Evaluation of the linkage between evapotranspiration and precipitation over Tibetan Plateau based on WRF model and remote sensing products”PICO演讲,维也纳,奥地利 

  5. 201856-13日参加全球能量与水循环实验(GEWEX)”科学大会,坎莫尔,加拿大 

  6. 2017916-30日协助组织发展中国家技术培训项目气候变化下中亚西亚干旱区水资源管理与可持续发展策略Training workshop on water resource management  and sustainable development strategies in arid regions of Central /Western Asia under climate change)国际培训,兰州,中国 

  7. 2017818-24日协助组织第七届国际水文模型和数据同化(The 7th International Workshop on  Catchment Hydrological Modeling and Data Assimilation (CAHMDA-VII))研讨会,西安,中国 

  8. 20161025-27日协助组织“G-WADI more than a decade enhancing water and sustainable development for arid regions”国际会议,北京,中国 

  9. 20141217-18日参加Launching of South East European G-WADI Network and IDI expert group meeting 'Data tools and methodologies to address floods and droughts in the Member States'并做口头报告,布尔格来德,塞尔维亚。 

  10. 20141129-30日参加2014HiWATER年会并做口头报告,兰州,中国; 

  11. 20141026-27日参加"第一届中国大地测量和地球物理学学术大会"并做特邀报告,北京,中国;

  12. 2014531-66日参加NCAR在尼泊尔加德满都ICIMOD中心举办的WRF-Chem培训。 

  13. 201457-9日参加The Second Annual Regional Atmospheric Science (SARAS) Workshop,博卡拉,尼泊尔; 

  14. 201447-10日参加MAIRS Open Science Conference: Future Earth in Asia,北京,中国; 

  15. 2014315-427日,在清华大学****洪阳教授团队学习。  

  16. 2013819-824日,在韩国釜山参加“Producing High Resolution Climate Information: Scientific Basis and Application” 培训。 

  17. 2013111-13日参加"黑河生态水文遥感试验"2012年学术研讨会,并做学术报告,西安,中国; 

  18. 2012 International Workshop on Hydrological Ensemble Prediction Experiment (HEPEX), Beijing, October 22-24, 2012. (2012年水文集合预报实验(HEPEX)国际学术大会, 北京, 20121022-24.) 

  19. The 5th International Workshop on Catchment Hydrological Modeling and Data Assimilation (CAHMDA-V): “Catchments in a changing climate”, Enschede, Netherlands, July 8-13, 2012. (第五届流域尺度水文建模和数据同化国际研讨会, 恩斯赫德, 荷兰, 201278-13.) 

  20. 2012 Dragon 2 Final Results & Dragon 3 KO Symposium, Beijing, June 25-29, 2012. (2012年中欧龙计划2期总结和3期启动会, 北京, 2012625-29. ) 

  21. 20112-5, 在中国科学院大气物理研究所学习。  

  22. 200812-20091,在中国科学院青藏高原研究所学习。 

  23. 第二届陆面观测、模拟与数据同化培训, 2010713-16, 北京。 

  24. The 4th International Workshop on Catchment-scale Hydrological Modeling and Data Assimilation, Lasha, July 21-23, 2010. (第四届流域尺度水文建模与数据同化国际研讨会, 中国拉萨, 2010721-23.) 

  25. MAB-IHP Workshop in Turkmenistan, Ashgabat, March 9-12, 2008. (联合国教科文组织MAB-IHP研讨会, 土库曼斯坦, 39-12, 2008.)


指导学生

已指导学生

任静  硕士研究生  070503-地图学与地理信息系统  

韩天  硕士研究生  070503-地图学与地理信息系统  

张磊  硕士研究生  070503-地图学与地理信息系统  

现指导学生

李虎  博士研究生  070503-地图学与地理信息系统