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Improving surface soil moisture retrievals through a novel assimilation algorithm to estimate both model and observation errors 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 269
作者:  Tian, Jiaxin;  Qin, Jun;  Yang, Kun;  Zhao, Long;  Chen, Yingying;  Lu, Hui;  Li, Xin;  Shi, Jiancheng
收藏  |  浏览/下载：38/0  |  提交时间：2022/06/21
ENSEMBLE KALMAN FILTER  SYSTEM  COVARIANCES  PARAMETERS  SATELLITE  PRODUCTS  STATE  SMOS  SMAP  
Anthropogenic emission is the main contributor to the rise of atmospheric methane during 1993-2017 期刊论文
NATIONAL SCIENCE REVIEW, 2022, 卷号: 9, 期号: 5
作者:  Zhang, Zhen;  Poulter, Benjamin;  Knox, Sara;  Stavert, Ann;  McNicol, Gavin;  Fluet-Chouinard, Etienne;  Feinberg, Aryeh;  Zhao, Yuanhong;  Bousquet, Philippe;  Canadell, Josep G.;  Ganesan, Anita;  Hugelius, Gustaf;  Hurtt, George;  Jackson, Robert B.;  Patra, Prabir K.;  Saunois, Marielle;  Hoeglund-Isaksson, Lena;  Huang, Chunlin;  Chatterjee, Abhishek;  Li, Xin
收藏  |  浏览/下载：46/0  |  提交时间：2022/06/21
ISOTOPIC SOURCE SIGNATURES  FOSSIL-FUEL  CH4 EMISSIONS  BUDGET  MODEL  VARIABILITY  INCREASE  GROWTH  PREINDUSTRIAL  CONSTRAINTS  
Using the contact network model and Metropolis-Hastings sampling to reconstruct the COVID-19 spread on the Diamond Princess 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 15
作者:  Liu, Feng;  Li, Xin;  Zhu, Gaofeng
收藏  |  浏览/下载：31/0  |  提交时间：2022/06/21
ACUTE RESPIRATORY SYNDROME  TRANSMISSION DYNAMICS  PREDICTION  
Big data assimilation to improve the predictability of COVID-19 期刊论文
GEOGRAPHY AND SUSTAINABILITY, 2020, 卷号: 1, 期号: 4
作者:  Li, Xin;  Zhao, Zebin;  Liu, Feng
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
MODEL  
Improving the prediction accuracy of monthly streamflow using a data-driven model based on a double-processing strategy 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 573
作者:  Wang, Lili;  Li, Xin;  Ma, Chunfeng;  Bai, Yulong
收藏  |  浏览/下载：13/0  |  提交时间：2022/06/21
EXTREME LEARNING-MACHINE  SINGULAR SPECTRUM ANALYSIS  HYBRID MODEL  FORECASTING ACCURACY  WAVELET  ALGORITHM  REGION  EMD  
An Adaptive Outlier Detection and Processing Approach Towards Time Series Sensor Data 期刊论文
IEEE ACCESS, 2019, 卷号: 7
作者:  Zhang, Minghu;  Li, Xin;  Wang, Lili
收藏  |  浏览/下载：20/0  |  提交时间：2022/06/21
EMPIRICAL MODE DECOMPOSITION  INTERNET  REGRESSION  TRANSFORM  THINGS  
Short-term wind speed prediction using an extreme learning machine model with error correction 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2018, 卷号: 162
作者:  Wang, Lili;  Li, Xin;  Bai, Yulong
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
FEATURE-SELECTION  DECOMPOSITION  ELM  EMD  OPTIMIZATION  ALGORITHM  
Decision support for dam release during floods using a distributed biosphere hydrological model driven by quantitative precipitation forecasts 期刊论文
WATER RESOURCES RESEARCH, 2010, 卷号: 46
作者:  Valeriano, Oliver C. Saavedra;  Koike, Toshio;  Yang, Kun;  Graf, Tobias;  Li, Xin;  Wang, Lei;  Han, Xujun
收藏  |  浏览/下载：17/0  |  提交时间：2022/06/21
DATA ASSIMILATION SYSTEM  UPPER TONE RIVER  RESERVOIR  OPTIMIZATION  OPERATION  PARAMETERIZATION  MANAGEMENT  ALGORITHM  RULES  BASIN