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Applying Machine Learning in Numerical Weather and Climate Modeling Systems.
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- Climate (2225-1154), 2024, v. 12, n. 6, p. 78, doi. 10.3390/cli12060078
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- Article
Using Artificial Neural Networks to Improve CFS Week-3-4 Precipitation and 2-m Air Temperature Forecasts.
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- Weather & Forecasting, 2023, v. 38, n. 5, p. 637, doi. 10.1175/WAF-D-20-0014.1
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- Article
The History and Practice of AI in the Environmental Sciences.
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- Bulletin of the American Meteorological Society, 2022, v. 103, n. 5, p. E1351, doi. 10.1175/BAMS-D-20-0234.1
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- Article
Robustness of neural network emulations of radiative transfer parameterizations in a state-of-the-art general circulation model.
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- Geoscientific Model Development, 2021, v. 14, n. 12, p. 7425, doi. 10.5194/gmd-14-7425-2021
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- Article
Robustness of Neural Network Emulations of Radiative Transfer Parameterizations in a State-of-the-Art General Circulation Model.
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- Geoscientific Model Development Discussions, 2021, p. 1, doi. 10.5194/gmd-2021-114
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- Article
Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences.
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- Bulletin of the American Meteorological Society, 2021, v. 102, n. 5, p. E1016, doi. 10.1175/BAMS-D-20-0031.1
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- Article
Global assessments of the NCEP Ensemble Forecast System using altimeter data.
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- Ocean Dynamics, 2020, v. 70, n. 3, p. 405, doi. 10.1007/s10236-019-01329-4
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- Article
Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges.
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- Bulletin of the American Meteorological Society, 2019, v. 100, n. 12, p. ES473, doi. 10.1175/BAMS-D-18-0324.1
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- Article
Nonlinear Wave Ensemble Averaging in the Gulf of Mexico Using Neural Networks.
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- Journal of Atmospheric & Oceanic Technology, 2019, v. 36, n. 1, p. 113, doi. 10.1175/JTECH-D-18-0099.1
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- Article
PHOTOCHEMICAL MODEL OF PLUTO'S ATMOSPHERE AND IONOSPHERE.
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- LPI Contribution, 2019, p. 1
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- Article
Assessments of Surface Winds and Waves from the NCEP Ensemble Forecast System.
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- Weather & Forecasting, 2018, v. 33, n. 6, p. 1533, doi. 10.1175/WAF-D-18-0086.1
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- Article
Adjusting Neural Network to a Particular Problem: Neural Network-Based Empirical Biological Model for Chlorophyll Concentration in the Upper Ocean.
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- Applied Computational Intelligence & Soft Computing, 2018, p. 1, doi. 10.1155/2018/7057363
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- Article
Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations.
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- Computational Intelligence & Neuroscience, 2015, v. 2015, p. 1, doi. 10.1155/2016/6156513
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- Article
Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model.
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- Advances in Artificial Neural Systems, 2013, p. 1, doi. 10.1155/2013/485913
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- Article
Decadal Climate Simulations Using Accurate and Fast Neural Network Emulation of Full, Longwave and Shortwave, Radiation.
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- Monthly Weather Review, 2008, v. 136, n. 10, p. 3683, doi. 10.1175/2008MWR2385.1
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- Article
Neural network emulations for complex multidimensional geophysical mappings: Applications of neural network techniques to atmospheric and oceanic satellite retrievals and numerical modeling.
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- Reviews of Geophysics, 2007, v. 45, n. 3, p. n/a, doi. 10.1029/2006RG000200
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- Article
X rays and solar wind composition in four comets observed with Chandra X-Ray Observatory.
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- Journal of Geophysical Research. Space Physics, 2006, v. 111, n. A12, p. n/a, doi. 10.1029/2006JA012003
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- Article
Reply.
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- Monthly Weather Review, 2005, v. 133, n. 12, p. 3724, doi. 10.1175/MWR3079.1
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- Article
New Approach to Calculation of Atmospheric Model Physics: Accurate and Fast Neural Network Emulation of Longwave Radiation in a Climate Model.
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- Monthly Weather Review, 2005, v. 133, n. 5, p. 1370, doi. 10.1175/MWR2923.1
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- Article
X-Ray and extreme ultraviolet emissions from comets.
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- Space Science Reviews, 2004, v. 113, n. 3/4, p. 271, doi. 10.1007/s11214-005-6263-2
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- Article
Spectroscopic mapping of Mars CO mixing ratio: Detection of north-south asymmetry.
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- Journal of Geophysical Research. Planets, 2003, v. 108, n. E2, p. n/a, doi. 10.1029/2002JE001926
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- Article
Production of cometary X rays by electron impact and Bremsstrahlung processes.
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- Journal of Geophysical Research. Space Physics, 2001, v. 106, n. A9, p. 18741, doi. 10.1029/2001JA000018
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- Article
Mapping of Mars O<sub>2</sub>(<sup>1</sup>Δ) dayglow.
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- Journal of Geophysical Research. Planets, 2000, v. 105, n. E8, p. 20179, doi. 10.1029/2000JE001239
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- Article
Photochemistry of Pluto's atmosphere and ionosphere near perihelion.
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- Journal of Geophysical Research. Planets, 1999, v. 104, n. E9, p. 21979, doi. 10.1029/1999JE001038
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- Article
Hydrodynamic flow of N<sub>2</sub> from Pluto.
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- Journal of Geophysical Research. Planets, 1999, v. 104, n. E3, p. 5955, doi. 10.1029/1998JE900052
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Spectroscopic detection of terrestrial deuterium.
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- Geophysical Research Letters, 1998, v. 25, n. 12, p. 2115, doi. 10.1029/98GL01654
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Photochemical mapping of Mars.
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- Journal of Geophysical Research. Planets, 1997, v. 102, n. E6, p. 13313, doi. 10.1029/97JE01085
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- Article
Photochemistry of Triton's atmosphere and ionosphere.
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- Journal of Geophysical Research. Planets, 1995, v. 100, n. E10, p. 21271, doi. 10.1029/95JE01904
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Uniqueness of a solution of a steady state photochemical problem: Applications to Mars.
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- Journal of Geophysical Research. Planets, 1995, v. 100, n. E2, p. 3263, doi. 10.1029/94JE03283
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On the haze model for Triton.
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- Journal of Geophysical Research. Planets, 1993, v. 98, n. E9, p. 17123, doi. 10.1029/93JE01459
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- Article
Helium in the Martian atmosphere.
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- Journal of Geophysical Research. Planets, 1993, v. 98, n. E8, p. 15061, doi. 10.1029/93JE00534
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- Article