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Quantifying the Representativeness Errors Caused by Scale Transformation of Remote Sensing Data in Stochastic Ensemble Data Assimilation 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15
作者:  Liu, Feng;  Zhao, Zebin;  Li, Xin
收藏  |  浏览/下载：13/0  |  提交时间：2022/04/28
MODEL  WATER  ECOSYSTEM  ENERGY  FLUX  FLOW  SIB2  CO2  
Hybrid deep learning method for a week-ahead evapotranspiration forecasting 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Feng, Qi;  Ghahramani, Afshin;  Raj, Nawin;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：24/0  |  提交时间：2021/12/07
The driving force of water resource stress change based on the STIRPAT model: take Zhangye City as a case study 期刊论文
SCIENCES IN COLD AND ARID REGIONS, 2021, 卷号: 13, 期号: 4
作者:  Tang, Xia;  Wang, XinYuan;  Feng, Lei
收藏  |  浏览/下载：10/0  |  提交时间：2022/04/28
RIDGE-REGRESSION  DECOMPOSITION ANALYSIS  BIASED-ESTIMATION  IMPACT  POPULATION  EMISSIONS  SCARCITY  SECURITY  
Seed bank persistence of artificial vegetation under stochastic shock in desert regions 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 133
作者:  Fu, Tonglin;  Li, Xinrong;  Jia, Rongliang
收藏  |  浏览/下载：19/0  |  提交时间：2022/04/28
BIOLOGICAL SOIL CRUSTS  GERMINATION  
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021, 卷号: 35, 期号: 9
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Ghahramani, Afshin;  Raj, Nawin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/07
Uncertainties of thermal boundaries and soil properties on permafrost table of frozen ground in Qinghai-Tibet Plateau 期刊论文
JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING, 2021, 卷号: 13, 期号: 3
作者:  Wang, Tao;  Peng, Erxing;  Xia, Lijiang;  Zhou, Guoqing;  Wang, Jianzhou
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
CLIMATE-CHANGE  RELIABILITY-ANALYSIS  SPATIAL VARIABILITY  SLOPE RELIABILITY  TEMPERATURE  EMBANKMENT  REGIONS  PARAMETERS  SUBGRADE  MODEL  
Modelling and attributing evapotranspiration changes on China's Loess Plateau with Budyko framework considering vegetation dynamics and climate seasonality 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2020, 卷号: 34, 期号: 8
作者:  Ning, Tingting;  Liu, Wenzhao;  Li, Zhi;  Feng, Qi
收藏  |  浏览/下载：23/0  |  提交时间：2021/12/07
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：34/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)  
Rising variability, not slowing down, as a leading indicator of a stochastically driven abrupt transition in a dryland ecosystem 期刊论文
American Naturalist, 2018, 卷号: 191, 期号: 1
作者:  Chen N.;   Jayaprakash C.;   Yu K.;   Guttal V.
收藏  |  浏览/下载：1/0  |  提交时间：2019/09/30
Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9
作者:  Yin, Zhenliang;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yang, Linshan;  Si, Jianhua;  He, Zhibin
收藏  |  浏览/下载：42/0  |  提交时间：2019/11/08
River flow forecasting  Support vector regression  Multivariate adaptive regression spline  M5Tree model  Data-driven model