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]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. (通讯)
[4]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.
[5]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.
[6]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. (共一)
[7]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.
[8]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. (共一)
[9]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.
[10]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. (通讯)
[11]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.
[12]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.
[13]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.
[14]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.
[15]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.
[16]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.
[17]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.
[18]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.
[19]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.
[20]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.
[21]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.
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)
更多成果请见个人学术网站:
https://www.researchgate.net/profile/Shuang-Liu-106
https://people.ucas.edu.cn/~liushuang2024
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