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Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences

Bulletin of the American Meteorological Society, 2021-05, Vol.102 (5), p.E1016-E1032

2021

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Development of a GPU-based high-performance radiative transfer model for the Infrared Atmospheric Sounding Interferometer (IASI)

Journal of computational physics, 2011-03, Vol.230 (6), p.2207-2221

2011

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Acceleration of the WRF Monin–Obukhov–Janjic Surface Layer Parameterization Scheme on an MIC-Based Platform for Weather Forecast

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-10, Vol.10 (10), p.4399-4408

2017

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GPU Compute Unified Device Architecture (CUDA)-based Parallelization of the RRTMG Shortwave Rapid Radiative Transfer Model

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-02, Vol.9 (2), p.921-931

2016

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Parallel Construction of the WRF Pleim-Xiu Land Surface Scheme With Intel Many Integrated Core (MIC) Architecture

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-04, Vol.10 (4), p.1239-1246

2017

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Optimizing Purdue-Lin Microphysics Scheme for Intel Xeon Phi Coprocessor

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-01, Vol.9 (1), p.425-438

2016

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Improved GPU/CUDA Based Parallel Weather and Research Forecast (WRF) Single Moment 5-Class (WSM5) Cloud Microphysics

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-08, Vol.5 (4), p.1256-1265

2012

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Optimizing Total Energy-Mass Flux (TEMF) Planetary Boundary Layer Scheme for Intel's Many Integrated Core (MIC) Architecture

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-08, Vol.8 (8), p.4106-4119

2015

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Assimilation of atmospheric infrared sounder radiances with WRF-GSI for improving typhoon forecast

Frontiers of earth science, 2018-09, Vol.12 (3), p.457-467

2018

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GPU Acceleration of the Updated Goddard Shortwave Radiation Scheme in the Weather Research and Forecasting (WRF) Model

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-04, Vol.5 (2), p.555-562

2012

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Analysis of spatio-temporal variability of aerosol optical depth with empirical orthogonal functions in the Changjiang River Delta, China

Frontiers of earth science, 2015-03, Vol.9 (1), p.1-12

2015

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A fast infrared radiative transfer model based on the adding–doubling method for hyperspectral remote-sensing applications

Journal of quantitative spectroscopy & radiative transfer, 2007-06, Vol.105 (2), p.243-263

2007

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GPU-Accelerated Multi-Profile Radiative Transfer Model for the Infrared Atmospheric Sounding Interferometer

IEEE journal of selected topics in applied earth observations and remote sensing, 2011-09, Vol.4 (3), p.691-700

2011

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GPU-Accelerated Longwave Radiation Scheme of the Rapid Radiative Transfer Model for General Circulation Models (RRTMG)

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-08, Vol.7 (8), p.3660-3667

2014

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Analysis of air quality variability in Shanghai using AOD and API data in the recent decade

Frontiers of earth science, 2013-06, Vol.7 (2), p.159-168

2013

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Adaptive bias correction of advanced infrared sounding radiance assimilation in a regional model and its impact on typhoon forecast

Journal of applied remote sensing, 2018-04, Vol.12 (2), p.1

2018

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Performance and Scalability of the JCSDA Community Radiative Transfer Model (CRTM) on NVIDIA GPUs

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-04, Vol.8 (4), p.1519-1527

2015

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Massive Parallelization of the WRF GCE Model Toward a GPU-Based End-to-End Satellite Data Simulator Unit

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-05, Vol.8 (5), p.2260-2272

2015

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Efficient Parallel GPU Design on WRF Five-Layer Thermal Diffusion Scheme

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-05, Vol.8 (5), p.2249-2259

2015

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Graphics processing unit implementation of the maximum likelihood solution to the inverse problem for retrieval of geophysical parameters from high-resolution sounder data

Journal of applied remote sensing, 2014-08, Vol.8 (1), p.84799

2014

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GPU Implementation of Stony Brook University 5-Class Cloud Microphysics Scheme in the WRF

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-04, Vol.5 (2), p.625-633

2012

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Assimilation of clear sky Atmospheric Infrared Sounder radiances in short-term regional forecasts using community models

Journal of applied remote sensing, 2014-04, Vol.8 (1), p.83655

2014

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Tuning of background error statistics through sensitivity experiments and its impact on typhoon forecast

Journal of applied remote sensing, 2015-05, Vol.9 (1), p.96051

2015

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Accelerating the RTTOV-7 IASI and AMSU-A radiative transfer models on graphics processing units: evaluating central processing unit/graphics processing unit-hybrid and pure-graphics processing unit approaches

Journal of applied remote sensing, 2011-01, Vol.5 (1), p.51503

Mielikainen, Jarno

2011

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Special Section Guest Editorial: Satellite Remote Sensing for Disaster Monitoring and Risk Assessment, Management, and Mitigation

Journal of applied remote sensing, 2021-08, Vol.15 (3)

2021

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Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences

Development of a GPU-based high-performance radiative transfer model for the Infrared Atmospheric Sounding Interferometer (IASI)

Acceleration of the WRF Monin–Obukhov–Janjic Surface Layer Parameterization Scheme on an MIC-Based Platform for Weather Forecast

GPU Compute Unified Device Architecture (CUDA)-based Parallelization of the RRTMG Shortwave Rapid Radiative Transfer Model

Parallel Construction of the WRF Pleim-Xiu Land Surface Scheme With Intel Many Integrated Core (MIC) Architecture

Optimizing Purdue-Lin Microphysics Scheme for Intel Xeon Phi Coprocessor

Improved GPU/CUDA Based Parallel Weather and Research Forecast (WRF) Single Moment 5-Class (WSM5) Cloud Microphysics

Optimizing Total Energy-Mass Flux (TEMF) Planetary Boundary Layer Scheme for Intel's Many Integrated Core (MIC) Architecture

Assimilation of atmospheric infrared sounder radiances with WRF-GSI for improving typhoon forecast

GPU Acceleration of the Updated Goddard Shortwave Radiation Scheme in the Weather Research and Forecasting (WRF) Model

Analysis of spatio-temporal variability of aerosol optical depth with empirical orthogonal functions in the Changjiang River Delta, China

A fast infrared radiative transfer model based on the adding–doubling method for hyperspectral remote-sensing applications

GPU-Accelerated Multi-Profile Radiative Transfer Model for the Infrared Atmospheric Sounding Interferometer

GPU-Accelerated Longwave Radiation Scheme of the Rapid Radiative Transfer Model for General Circulation Models (RRTMG)

Analysis of air quality variability in Shanghai using AOD and API data in the recent decade

Adaptive bias correction of advanced infrared sounding radiance assimilation in a regional model and its impact on typhoon forecast

Performance and Scalability of the JCSDA Community Radiative Transfer Model (CRTM) on NVIDIA GPUs

Massive Parallelization of the WRF GCE Model Toward a GPU-Based End-to-End Satellite Data Simulator Unit

Efficient Parallel GPU Design on WRF Five-Layer Thermal Diffusion Scheme

Graphics processing unit implementation of the maximum likelihood solution to the inverse problem for retrieval of geophysical parameters from high-resolution sounder data

GPU Implementation of Stony Brook University 5-Class Cloud Microphysics Scheme in the WRF

Assimilation of clear sky Atmospheric Infrared Sounder radiances in short-term regional forecasts using community models

Tuning of background error statistics through sensitivity experiments and its impact on typhoon forecast

Accelerating the RTTOV-7 IASI and AMSU-A radiative transfer models on graphics processing units: evaluating central processing unit/graphics processing unit-hybrid and pure-graphics processing unit approaches

Special Section Guest Editorial: Satellite Remote Sensing for Disaster Monitoring and Risk Assessment, Management, and Mitigation

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