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Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Jiang, Hao;  Hu, Hao;  Zhong, Renhai;  Xu, Jinfan;  Xu, Jialu;  Huang, Jingfeng;  Wang, Shaowen;  Ying, Yibin;  Lin, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
Seasonal drought ensemble predictions based on multiple climate models in the upper Han River Basin, China 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7447-7460
作者:  Ma, Feng;  Ye, Aizhong;  Duan, Qingyun
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
Seasonal drought forecasting system  NMME  DTVGM  Soil moisture  Han River basin  
Effects of Memory Biases on Variability of Temperature Reconstructions 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (24) : 8713-8731
作者:  Lucke, Lucie J.;  Hegerl, Gabriele C.;  Schurer, Andrew;  Wilson, Rob
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Surface temperature  Tree rings  Spectral analysis  models  distribution  Hindcasts  Climate variability  
Fatigue-resistant high-performance elastocaloric materials made by additive manufacturing 期刊论文
SCIENCE, 2019, 366 (6469) : 1116-+
作者:  Hou, Huilong;  Simsek, Emrah;  Ma, Tao;  Johnson, Nathan S.;  Qian, Suxin;  Cisse, Cheikh;  Stasak, Drew;  Al Hasan, Naila;  Zhou, Lin;  Hwang, Yunho;  Radermacher, Reinhard;  Levitas, Valery I.;  Kramer, Matthew J.;  Zaeem, Mohsen Asle;  Stebner, Aaron P.;  Ott, Ryan T.;  Cui, Jun;  Takeuchi, Ichiro
收藏  |  浏览/下载：14/0  |  提交时间：2020/02/17
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
US temperatures: Time trends and persistence 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (13) : 5091-5103
作者:  Gil-Alana, Luis A.;  Sauci, Laura
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/17
climate change  fractional integration  global warming  long memory  time trend  surface temperature  
Activation of the ISR mediates the behavioral and neurophysiological abnormalities in Down syndrome 期刊论文
SCIENCE, 2019, 366 (6467) : 843-+
作者:  Zhu, Ping Jun;  Khatiwada, Sanjeev;  Cui, Ya;  Reineke, Lucas C.;  Dooling, Sean W.;  Kim, Jean J.;  Li, Wei;  Walter, Peter;  Costa-Mattioli, Mauro
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Evaluation and machine learning improvement of global hydrological model-based flood simulations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Yang, Tao;  Sun, Fubao;  Gentine, Pierre;  Liu, Wenbin;  Wang, Hong;  Yin, Jiabo;  Du, Muye;  Liu, Changming
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
flood simulation  machine learning  global hydrological model  long short-term memory  
Measles virus infection diminishes preexisting antibodies that offer protection from other pathogens 期刊论文
SCIENCE, 2019, 366 (6465) : 599-+
作者:  Mina, Michael J.;  Kula, Tomasz;  Leng, Yumei;  Li, Mamie;  de Vries, Rory D.;  Knip, Mikael;  Siljander, Heli;  Rewers, Marian;  Choy, David F.;  Wilson, Mark S.;  Larman, H. Benjamin;  Nelson, Ashley N.;  Griffin, Diane E.;  de Swart, Rik L.;  Elledge, Stephen J.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17