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Self-Organizing Maps for Evaluation of Biogeochemical Processes and Temporal Variations in Water Quality of Subtropical Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10268-10281
作者:  Melo, Darllene S.;  Gontijo, Erik S. J.;  Frascareli, Daniele;  Simonetti, Vanessa C.;  Machado, Leila S.;  Barth, Johannes A. C.;  Moschini-Carlos, Viviane;  Pompeo, Marcelo L.;  Rosa, Andre H.;  Friese, Kurt
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Kohonen neural network  trophic state index (TSI)  limnology  reservoir management  
Historic Flood Reconstruction With the Use of an Artificial Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Bomers, A.;  van der Meulen, B.;  Schielen, R. M. J.;  Hulscher, S. J. M. H.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Flood reconstruction  Artificial Neural Network  Confidence interval  Surogatte modelling  
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  
Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
The neurobiology of language beyond single-word processing 期刊论文
SCIENCE, 2019, 366 (6461) : 55-+
作者:  Hagoort, Peter
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits 期刊论文
NATURE COMMUNICATIONS, 2018, 9
作者:  Bayat, F. Merrikh;  Prezioso, M.;  Chakrabarti, B.;  Nili, H.;  Kataeva, I.;  Strukov, D.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Maintenance of cell type-specific connectivity and circuit function requires Tao kinase 期刊论文
NATURE COMMUNICATIONS, 2019, 10
作者:  Tenedini, Federico Marcello;  Gonzalez, Maria Saez;  Hu, Chun;  Pedersen, Lisa Hedegaard;  Petruzzi, Mabel Matamala;  Spitzweck, Bettina;  Wang, Denan;  Richter, Melanie;  Petersen, Meike;  Szpotowicz, Emanuela;  Schweizer, Michaela;  Sigrist, Stephan J.;  de Anda, Froylan Calderon;  Soba, Peter
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Prediction and Inference of Flow Duration Curves Using Multioutput Neural Networks 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6850-6868
作者:  Worland, Scott. C.;  Steinschneider, Scott;  Asquith, William;  Knight, Rodney;  Wieczorek, Michael
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Velocity Field Estimation on Density-Driven Solute Transport With a Convolutional Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7275-7293
作者:  Kreyenberg, Philipp J.;  Bauser, Hannes H.;  Roth, Kurt
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/27
Anticipating global terrestrial ecosystem state change using FLUXNET 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2352-2367
作者:  Yu, Rong;  Ruddell, Benjamin L.;  Kang, Minseok;  Kim, Joon;  Childers, Dan
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
eddy covariance  FLUXNET  functional elasticity  information flow  phenology  precipitation  process network  radiation  structural state  temperature