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Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：32/0  |  提交时间：2021/12/07
A deep learning forecasting method for frost heave deformation of high-speed railway subgrade 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2021, 卷号: 185
作者:  Chen, Jing;  Li, Anyuan;  Bao, Chunyan;  Dai, Yanhua;  Liu, Minghao;  Lin, Zhanju;  Niu, Fujun;  Zhou, Tianxiang
收藏  |  浏览/下载：20/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
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：33/0  |  提交时间：2021/12/07
Impact of Initialized Land Surface Temperature and Snowpack on Subseasonal to Seasonal Prediction Project, Phase I (LS4P-I): organization and experimental design 期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2021, 卷号: 14, 期号: 7
作者:  Xue, Yongkang;  Yao, Tandong;  Boone, Aaron A.;  Diallo, Ismaila;  Liu, Ye;  Zeng, Xubin;  Lau, William K. M.;  Sugimoto, Shiori;  Tang, Qi;  Pan, Xiaoduo;  van Oevelen, Peter J.;  Klocke, Daniel;  Koo, Myung-Seo;  Sato, Tomonori;  Lin, Zhaohui;  Takaya, Yuhei;  Ardilouze, Constantin;  Materia, Stefano;  Saha, Subodh K.;  Senan, Retish;  Nakamura, Tetsu;  Wang, Hailan;  Yang, Jing;  Zhang, Hongliang;  Zhao, Mei;  Liang, Xin-Zhong;  Neelin, J. David;  Vitart, Frederic;  Li, Xin;  Zhao, Ping;  Shi, Chunxiang;  Guo, Weidong;  Tang, Jianping;  Yu, Miao;  Qian, Yun;  Shen, Samuel S. P.;  Zhang, Yang;  Yang, Kun;  Leung, Ruby;  Qiu, Yuan;  Peano, Daniele;  Qi, Xin;  Zhan, Yanling;  Brunke, Michael A.;  Chou, Sin Chan;  Ek, Michael;  Fan, Tianyi;  Guan, Hong;  Lin, Hai;  Liang, Shunlin;  Wei, Helin;  Xie, Shaocheng;  Xu, Haoran;  Li, Weiping;  Shi, Xueli;  Nobre, Paulo;  Pan, Yan;  Qin, Yi;  Dozier, Jeff;  Ferguson, Craig R.;  Balsamo, Gianpaolo;  Bao, Qing;  Feng, Jinming;  Hong, Jinkyu;  Hong, Songyou;  Huang, Huilin;  Ji, Duoying;  Ji, Zhenming;  Kang, Shichang;  Lin, Yanluan;  Liu, Weiguang;  Muncaster, Ryan;  de Rosnay, Patricia;  Takahashi, Hiroshi G.;  Wang, Guiling;  Wang, Shuyu;  Wang, Weicai;  Zhou, Xu;  Zhu, Yuejian
收藏  |  浏览/下载：78/0  |  提交时间：2022/04/28
LONG-TERM DROUGHT  SOIL-MOISTURE  CUMULUS CONVECTION  TIBETAN PLATEAU  BOUNDARY-LAYER  UNITED-STATES  CLIMATE SIMULATIONS  DECADAL VARIABILITY  BLACK CARBON  PART I  
Quantification of soil water balance components based on continuous soil moisture measurement and the Richards equation in an irrigated agricultural field of a desert oasis 期刊论文
Hydrology and Earth System Sciences, 2019, 卷号: 23, 期号: 11
作者:  Li Z.;  Liu H.;  Zhao W.;  Yang Q.;  Yang R.;  Liu J.
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/06
Improving Arctic sea ice seasonal outlook by ensemble prediction using an ice-ocean model 期刊论文
Atmospheric Research, 2019, 卷号: 227
作者:  Yang Q.;   Mu L.;   Wu X.;   Liu J.;   Zheng F.;   Zhang J.;   Li C.
收藏  |  浏览/下载：11/0  |  提交时间：2019/09/30