​山洪泥石流风险评估与监测预警、陆地生态水文过程与环境演变

欢迎具有气象学、水文学、生态学、工程地质、遥感、计算数学等背景的同学来山地所一起科研！

070501-自然地理学
071300-生态学
081401-岩土工程

2015-09--2018-06   中国科学院大学/中国科学院大气物理研究所   气象学博士学位
2012-09--2014-06   四川农业大学资源环境学院   农业信息化硕士学位
2008-09--2012-06   四川农业大学资源环境学院   生态学学士学位

2022-07~现在, 中国科学院、水利部成都山地灾害与环境研究所, 副研究员
2018-08~2022-07,中国科学院、水利部成都山地灾害与环境研究所, 助理研究员
2014-09~2015-08,中国科学院大气物理研究所, 客座实习生

1. 一种基于水热组合的冰川泥石流区域预警方法, 发明专利, 2021, 第 1 作者, 专利号: CN113268867A
2. 面向目标的自动化高精度边缘提取方法, 发明专利, 2014, 第 2 作者, 专利号: CN103886589A

学术论文：

1.   Liu S, Hu K, Li H, et al. Radar‐based deep learning for debris flow identification amid the environmental disturbances. Geophysical Research Letters, 2025, 52(2): e2024GL112351.

2.   Liu S, Hu K, et al. Redistribution of dissolved inorganic nitrogen loading and transport in global rivers via surface water regulation. Science of The Total Environment, 2025, 963: 178546.

3.   Li H, Hu K, Liu S, et al. Abundant antecedent rainfall incubated a group-occurring debris flow event in the Dadu River Basin, Southwest China. Landslides, 2025.

4.   Jian J, He S, Liu W, Liu S, Guo L. A refined method for the simulation of catchment rainfall–runoff based on satellite–precipitation downscaling. Journal of Hydrology, 2025, 653: 132795.

5.   Zhang X, Hu K, Li H, Liu S, et al. Efficient local neighborhood search scheme for three-dimensional MPM modeling of large-scale landslides on complex terrain. Computers and Geotechnics, 2025, 180: 107071.

6.   Gouli MR, Hu K, Khadka N, Liu S, et al. Quantitative assessment of the GLOF risk along China-Nepal transboundary basins by integrating remote sensing, machine learning, and hydrodynamic model. International Journal of Disaster Risk Reduction, 2025, 118: 105231.

7.   Wei L, Hu K, Liu S, et al. The vulnerability of buildings to a large-scale debris flow and outburst flood hazard cascade that occurred on 30 August 2020 in Ganluo, southwest China. Natural Hazards and Earth System Sciences, 2024, 24(11): 4179-4197.

8.   Rahim M A, Liu S, et al. Multiple-model based prediction of weekly discharge of the Brahmaputra-Jamuna by assimilating antecedent hydrological regime. Geocarto International, 2024, 39(1): 2413551.

9.   Dong H, Liu S, et al. A debris-flow forecasting method with infrasound-based variational mode decomposition and ARIMA. Journal of Mountain Science, 2024: 1-14.

10. Hu K,…, Liu S, Li H. Evidence of ancient rock-ice avalanches along the China-Bhutan Chomolhari Range, and their implications for demise of the summit. Journal of Mountain Science, 2024, 21(9): 2876-2890.

11. Hu X, Shen Y,…, Liu S. Quantifying the impact of earthquakes and geological factors on spatial heterogeneity of debris-flow prone areas: A case study in the Hengduan Mountains. Journal of Mountain Science, 2024, 21(5): 1522-1533.

12. Li H, Liu S, et al. Differential depression of the glacier equilibrium-line altitudes in the Yarlung Zangbo Downstream Basin in the Last Glacial Maximum compared to the pre-industrial era. Journal of Geographical Sciences, 2024, 34(6): 1157-1173.

13. Liu S, Hu K, Xie Z, Wang Y. Spatial-temporal change of river thermal environment and anthropogenic impact in China. Science of The Total Environment, 2024: 172697.

14. Liu S, Hu K, Xie Z, Wang Y. Seasonal constraint of dynamic water temperature on riverine dissolved inorganic nitrogen transport in land surface modeling. Atmospheric and Oceanic Science Letters, 2024: 100485.

15. 周纪, 王子卫, 丁利荣, …, 刘双等. 青藏高原冰冻圈温度遥感观测、反演与应用. 测绘学报, 2024, 53(5): 835-847.

16. Dong H, Liu S, et al. Enhanced infrasound denoising for debris flow analysis: Integrating empirical mode decomposition with an improved wavelet threshold algorithm. Measurement, 2024, 235: 114961.

17. Yuan Z, Xu J, Xu D, Liu S, Fan B, Li X. The carbon emissions risk evolution and low-carbon optimization in a typical mountainous region on the western edge of the Sichuan Basin, China. Ecological Indicators, 2024, 162: 112064.

18. Yang W, Ye Y, Fan B, Liu S, Xu J. Identifying Land Use Functions in Five New First-Tier Cities Based on Multi-Source Big Data. Land, 2024, 13(3): 271.

19. Li X, Xu J, Jia Y, Liu S, Jiang Y, Yuan Z, et al. Spatio-temporal dynamics of vegetation over cloudy areas in Southwest China retrieved from four NDVI products. Ecological Informatics, 2024: 102630.

20.  李豪, 刘双, 胡凯衡. 1979-2018 年藏东南典型冰川泥石流流域极端气候事件分析. 高原气象, 2023, 42(6).

21. Zhang Q-y, Hu K-h, Liu S, Liu W-m. Controls on the regional distribution of landslide dams and implications for fluvial landform evolution in Bhutan and its surrounding area. Journal of Mountain Science, 2023, 20(8): 2107-2132.

22. Yang H, Hu K, Zhang S, Liu S. Feasibility of satellite-based rainfall and soil moisture data in determining the triggering conditions of debris flow: The Jiangjia Gully (China) case study. Engineering Geology, 2023, 315: 107041.

23. Wang Z, Ma C, Hu K, Liu S, Lyu L. Investigation of initiation conditions of periglacial debris flows in Sanggu watershed, Eastern Himalayas, Tibet Plateau (China). Landslides, 2023, 20(4): 813-827.

24. Hu X, Yang F, Hu K, Ding M, Liu S, Wei L. Estimating the debris-flow magnitude using landslide sediment connectivity, Qipan catchment, Wenchuan County, China. Catena, 2023, 220: 106689.

25. Dong H, Liu S, et al. A multi-sensor-based distributed real-time measurement system for glacier deformation. Journal of Mountain Science, 2023, 20(10): 2913-2927.

26. Zhang X, Hu K, Liu S, Nie Y, Han Y. Comprehensive interpretation of the Sedongpu glacier-related mass flows in the eastern Himalayan syntaxis. Journal of Mountain Science, 2022, 19(9): 2469-2486.

27. Yang H-j, Zhang S-j, Hu K-h, Wei F-q, Wang K, Liu S. Field observation of debris-flow activities in the initiation area of the Jiangjia Gully, Yunnan Province, China. Journal of Mountain Science, 2022, 19(6): 1602-1617.

28. Wang Z, Hu K, Liu S. Classification and sediment estimation for debris flow-prone catchments in the Parlung Zangbo Basin on the southeastern Tibet. Geomorphology, 2022, 413: 108348.

29. Wang L, Jia B, Xie Z, Wang B, Liu S, Li R, et al. Impact of groundwater extraction on hydrological process over the Beijing-Tianjin-Hebei region, China. Journal of Hydrology, 2022, 609: 127689.

30. Wang K, Chen K, Du H, Liu S, Xu J, Zhao J, et al. New image dataset and new negative sample judgment method for crop pest recognition based on deep learning models. Ecological Informatics, 2022, 69: 101620.

31. Wang C, Hu X, Hu K, Liu S, Zhong W. Impact Assessment of the Ms7. 0 Earthquake on Jiuzhaigou Valley from the Perspective of Vegetation Net Primary Productivity. Sensors, 2022, 22(22): 8875.

32. Ning L, Hu K, Wang Z, Luo H, Qin H, Zhang X, …, Liu S. Multi-hazard chain reaction initiated by the 2020 Meilong debris flow in the Dadu River, Southwest China. Frontiers in Earth Science, 2022, 10: 827438.

33. Ma C, Hu K, Liu S, Wu J. Recent two runoff-triggered debris flow events in Tibet Plateau, China. Landslides, 2022, 19(10): 2409-2422.

34. Luo S, Xiong J, Liu S, Hu K, Cheng W, Liu J, et al. New insights into ice avalanche-induced debris flows in southeastern Tibet using SAR technology. Remote Sensing, 2022, 14(11): 2603.

35. Liu Y, Liu S, Xu J, Kong X, Xie L, Chen K, et al. Forest pest identification based on a new dataset and convolutional neural network model with enhancement strategy. Computers and Electronics in Agriculture, 2022, 192: 106625.

36. Liu S, Hu K, Liu W, Carling PA. Hydro-climatic characteristics of Yarlung Zangbo River Basin since the Last Glacial Maximum. Advances in Atmospheric Sciences, 2022, 39(3): 415-426.

37. Hu K, Zhang X, Gouli MR, Liu S, Nie Y. Retrospective analysis and hazard assessment of Gega glacial lake in the eastern Himalayan syntaxis. Natural Hazards Research, 2022, 2(4): 331-342.

38. Hu K, Wei L, Yang A, Wu C, Zhang Q, Liu S, et al. Broad valleys and barrier dams in upstream Brahmaputra efficiently retain Tibetan-sourced sediments: Evidence from palaeoflood records. Quaternary Science Reviews, 2022, 285: 107538.

39. Zhang W, Kai-heng H, Chao M, Yong L, Liu S. Landscape change in response to multiperiod glacial debris flows in Peilong catchment, southeastern Tibet. Journal of Mountain Science, 2021, 18(3): 567-582.

40. Xie J, Xie Z, Jia B, Qin P, Liu B, Wang L, …, Liu S, et al. Coupling of the CAS‐LSM Land‐Surface Model With the CAS‐FGOALS‐g3 Climate System Model. Journal of Advances in Modeling Earth Systems, 2021, 13(1): e2020MS002171.

41. Wei L, Hu K, Liu S. Spatial distribution of debris flow-prone catchments in Hengduan mountainous area in southwestern China. Arabian Journal of Geosciences, 2021, 14(23): 2650.

42. Qin P, Xie Z, Zou J, Liu S, Chen S. Future precipitation extremes in China under climate change and their physical quantification based on a regional climate model and CMIP5 model simulations. Advances in Atmospheric Sciences, 2021, 38: 460-479.

43. Liu Y, Liu S, Xu J, Wang Y, Tan G, Li D, et al. A New Clustering Algorithm Toward Building Segmentation From Aerial Images by Utilizing RGB‐Component Differences. Earth and Space Science, 2021, 8(8): e2020EA001571.

44. Liu S, Hu K, Zhang Q, Zhang S, Hu X, Tang D. Quantitative analysis of the effects of an earthquake on rainfall thresholds for triggering debris-flow events. Frontiers in Earth Science, 2021, 9: 676470.

45. Liu D, He L, Wu Q, Gao Y, Liu B, Liu S, et al. Construction and application of the 3D geo-hazard monitoring and early warning platform. Open Geosciences, 2021, 13(1): 1040-1052.

46. Liu B, Xie Z, Qin P, Liu S, Li R, Wang L, et al. Increases in anthropogenic heat release from energy consumption lead to more frequent extreme heat events in urban cities. Advances in Atmospheric Sciences, 2021, 38: 430-445.

47. Liu B, Xie Z, Liu S, Zeng Y, Li R, Wang L, et al. Optimal water use strategies for mitigating high urban temperatures. Hydrology and Earth System Sciences, 2021, 25(1): 387-400.

48. Xu J, Zhang Q, Liu S, Zhang S, Jin S, Li D, et al. Ensemble learning of daily river discharge modeling for two watersheds with different climates. Atmospheric Science Letters, 2020, 21(11): e1000.

49. Wang Y, Xie Z, Liu S, Wang L, Li R, Chen S, et al. Effects of anthropogenic disturbances and climate change on riverine dissolved inorganic nitrogen transport. Journal of Advances in Modeling Earth Systems, 2020, 12(10): e2020MS002234.

50. Wang L, Xie Z, Xie J, Zeng Y, Liu S, Jia B, et al. Implementation of groundwater lateral flow and human water regulation in CAS‐FGOALS‐g3. Journal of Geophysical Research: Atmospheres, 2020, 125(18): e2019JD032289.

51. Liu S, Xie Z, Liu B, Wang Y, Gao J, Zeng Y, et al. Global river water warming due to climate change and anthropogenic heat emission. Global and Planetary Change, 2020, 193: 103289.

52. Liu S, Wei L, Hu K. Topographical and geological variation of effective rainfall for debris-flow occurrence from a large-scale perspective. Geomorphology, 2020, 358: 107134.

53. 胡凯衡, 魏丽, 刘双, 李秀珍. 横断山区泥石流空间格局和激发雨量分异性研究. 地理学报, 2019, 74(11).

54. Xie Z, Hu Z, Ma Y, Sun G, Gu L, Liu S, et al. Modeling blowing snow over the Tibetan Plateau with the Community Land Model: Method and preliminary evaluation. Journal of Geophysical Research: Atmospheres, 2019, 124(16): 9332-9355.

55. Liu S, Xie Z, Zeng Y, Liu B, Li R, Wang Y, et al. Effects of anthropogenic nitrogen discharge on dissolved inorganic nitrogen transport in global rivers. Global change biology, 2019, 25(4): 1493-1513.

56. Liu S, Hu K, Zhang S, Zeng Y. Comprehensive evaluation of satellite‐based precipitation at sub‐daily time scales over a high‐profile watershed with complex terrain. Earth and Space Science, 2019, 6(12): 2347-2361.

57. Gao J, Xie Z, Wang A, Liu S, Zeng Y, Liu B, et al. A new frozen soil parameterization including frost and thaw fronts in the Community Land Model. Journal of Advances in Modeling Earth Systems, 2019, 11(3): 659-679.

58. 刘双, 谢正辉, 高骏强, 曾毓金, 刘斌, 李锐超. 高寒生态脆弱区冻土碳水循环对气候变化的响应——以甘南州为例. 高原气象, 2018, 37(5): 1177-1187.

59. 刘双, 谢正辉, 曾毓金, 刘斌, 高骏强, 李锐超. 人为扰动对陆面水分能量的影响——以沩水河流域为例. 气候与环境研究, 2018, 23(6): 683-701.

60. 刘斌, 谢正辉, 刘双, 李锐超. 基于 EC 观测估算最小冠层阻力分布及其在潜热通量插补中的应用. 大气科学, 2018, 42(6): 1235-1244.

61. Zeng Y, Xie Z, Liu S, Xie J, Jia B, Qin P, et al. Global land surface modeling including lateral groundwater flow. Journal of Advances in Modeling Earth Systems, 2018, 10(8): 1882-1900.

62. Xie Z, Liu S, Zeng Y, Gao J, Qin P, Jia B, et al. A high‐resolution land model with groundwater lateral flow, water use, and soil freeze‐thaw front dynamics and its applications in an endorheic basin. Journal of Geophysical Research: Atmospheres, 2018, 123(14): 7204-7222.

63. Zeng Y, Xie Z, Liu S. Seasonal effects of irrigation on land–atmosphere latent heat, sensible heat, and carbon fluxes in semiarid basin. Earth System Dynamics, 2017, 8(1): 113-127.

64. Xie Z-H, Zeng Y-J, Xia J, Qin P-H, Jia B-H, Zou J, Liu S. Coupled modeling of land hydrology–regional climate including human carbon emission and water exploitation. Advances in Climate Change Research, 2017, 8(2): 68-79.

65. 刘双, 谢正辉, 曾毓金. 基于神经网络与半分布式水文模型相结合的缺资料区径流估计模型——以莺落峡流域为例. 北京师范大学学报: 自然科学版, 2016, 52(3): 393-401.

66. Zeng Y, Xie Z, Yu Y, Liu S, Wang L, Zou J, et al. Effects of anthropogenic water regulation and groundwater lateral flow on land processes. Journal of Advances in Modeling Earth Systems, 2016, 8(3): 1106-1131.

67. Zeng Y, Xie Z, Yu Y, Liu S, Wang L, Jia B, et al. Ecohydrological effects of stream–aquifer water interaction: A case study of the Heihe River basin, northwestern China. Hydrology and Earth System Sciences, 2016, 20(6): 2333-2352.

68. Liu S, Xie Z, Zeng Y. Discharge estimation for an ungauged inland river in an arid area related to anthropogenic activities: A case study of Heihe River Basin, Northwestern China. Advances in Meteorology, 2016.

69. Liu S, Xu J, Zhao J, Xie X, Zhang W. Efficiency enhancement of a process-based rainfall–runoff model using a new modified AdaBoost. RT technique. Applied Soft Computing, 2014, 23: 521-529.

70. Liu S, Xu J, Zhao J, et al. Applicability of Modified TOPMODEL in the Arid Zone and the Humid Zone. Applied Mechanics and Materials, 2013, 423: 1418-1421.

71. Liu S, Xu J, Zhao J, Xie X, Zhang W. An innovative method for dynamic update of initial water table in XXT model based on neural network technique. Applied Soft Computing, 2013, 13(10): 4185-4193.

72. Liu S, Xu J, Zhao J, et al. A Novel Integrated Rainfall-Runoff Model Based on TOPMODEL and Artificial Neural Network. Applied Mechanics and Materials, 2013, 423: 1405-1408.

 

专著：

  1.   西南民族村寨泥石流滑坡灾害综合防灾技术图集, 成都地图出版社, 2022-12 （副主编）

  2.   泥石流数据传输与自主识别技术及工程实践, 北京理工大学出版社, 2022-01（参编）

  3.   陆面过程模型及其在黑河流域模拟中的应用, 科学出版社, 2021-11（参编）

   

（ 1 ） 包含电站热排放和氮肥施用对河流氮输送协同影响的陆面过程模式发展及应用, 负责人, 国家任务, 2024-01--2026-12
（ 2 ） 基于微波雷达信号分析和深度学习的泥石流监测判识方法研究, 负责人, 地方任务, 2024-01--2025-12
（ 3 ） 基于超前预判和天-地协同的村寨地质灾害监测预警研究, 负责人, 国家任务, 2020-10--2022-12
（ 4 ） 复杂山区泥石流灾害监测预警与技术装备研发, 参与, 国家任务, 2018-12--2021-11
（ 5 ） 泥石流石块撞击多自由度悬臂梁的冲击力计算模型, 参与, 国家任务, 2023-01--2026-12
（ 6 ） 中巴经济走廊冰川阻塞型冰湖灾害风险研究, 参与, 国家任务, 2022-01--2025-12
（ 7 ） 人类用水活动的气候反馈及其对中国陆地水循环的影响研究, 参与, 国家任务, 2019-01--2023-12
（ 8 ） 基于多指标融合的九寨沟景区泥石流精细化监测预警方法研究, 负责人, 中国科学院计划, 2020-01--2022-12
（ 9 ） XX铁路泥石流信息数据采集终端研发与智能化预警方法体系构建, 负责人, 其他, 2019-07--2022-12
（ 10 ） 藏东南极端天气气候变化与泥石流活动频率关系研究, 负责人, 研究所自主部署, 2019-01--2020-12
（ 11 ） 气候变化下横断山区暴雨泥石流风险评估研究, 负责人, 其他, 2019-01--2020-12
（ 12 ） 九寨沟景区泥石流监测预警模式研究, 负责人, 其他, 2019-12--2020-11

（1）山地灾害预警预测与天气气候的关系   第一届全国山地气象学术研讨会   2023-07-11
（2）末次冰盛期以来雅鲁藏布流域水文气候特征   第七届青年地学论坛    2021-07-11
（3）雄安新区地下水资源变化模拟研究   第34届中国气象学会年会   2017-09-27
（4）冻土区生态水文演变模拟研究--以甘南州为例   第十八届全国流体力学数值方法研讨会   2017-08-13
（5）Impact of human activities on nutrient transportation from land to ocean using an improved land model   NCAR地球系统模式研讨会   2017-06-20
（6）Effects of Human Water Utilizations on Watershed Hydrological Processes   美国地球物理联合会(AGU)秋季大会   2016-12-16
（7）人类活动影响下干旱区缺测河段径流估计—以黑河流域为例   第33届中国气象学会年会   2016-11-03
（8）Effects of Human Water Utilizations on Watershed Hydrological Processes   第十四届LASG气候系统模式研讨会   2016-09-11
（9）人类用水活动对水循环要素的影响—以沩水河流域为例   第十四届中国水论坛   2016-08-26
（10）黑河莺落峡流域径流模拟研究   第32届中国气象学会年会   2015-10-15