Numerical weather prediction

Can deep learning beat numerical weather prediction?

Martin G. Schultz, Clara Betancourt, Bing Gong, Felix Kleinert, Michael Langguth, Lukas Hubert Leufen, Amirpasha Mozaffari, Scarlet Stadtler

Citations: 535 • 2021

Development of a Global Validation Package for Satellite Oceanic Aerosol Optical Thickness Retrieval Based on AERONET Observations and Its Application to NOAA/NESDIS Operational Aerosol Retrievals

Tom X.‐P. Zhao, Larry L. Stowe, A. Smirnov, David S. Crosby, John Sapper, Charles R. McClain

Citations: 97 • 2002

Real-Time Simulation of the GOES-R ABI for User Readiness and Product Evaluation

Thomas J. Greenwald, R. Bradley Pierce, Todd K. Schaack, Jason A. Otkin, M. J. Rogal, Kaba Bah, Allen Lenzen, Jim Nelson, Jun Li, Hung-Lung Huang

Citations: 42 • 2015

Mesoscale modeling of smoke transport from equatorial Southeast Asian Maritime Continent to the Philippines: First comparison of ensemble analysis with in situ observations

Cui Ge, Jun Wang, Jeffrey S. Reid, Derek J. Posselt, E. J. Hyer

Citations: 29 • 2017

Assessing the performance of troposphere tomographic modeling usingmulti-source water vapor data during Hong Kong's rainy season from May toOctober 2013

Biyan Chen, Zhizhao Liu

Citations: 28 • 2016

Impacts of aerosol–radiation interaction on meteorological forecasts over northern China by offline coupling of the WRF-Chem-simulated aerosol optical depth into WRF: a case study during a heavy pollution event

Yang Yang, Min Chen, Xiujuan Zhao, Dan Chen, Shuiyong Fan, Jianping Guo, Shaukat Ali

Citations: 27 • 2020

Learn to Model and Filter Point Cloud Noise for a Near-Infrared ToF LiDAR in Adverse Weather

Tao Yang, Qiyan Yu, You Li, Zhi Yan

Citations: 17 • 2023

Conceptualizing the Impact of Dust-Contaminated Infrared Radiances on Data Assimilation for Numerical Weather Prediction

Jared W. Marquis, Mayra I. Oyola, James R. Campbell, Benjamin Ruston, Carmen Córdoba‐Jabonero, Emilio Cuevas, Jasper R. Lewis, Travis D. Toth, Jianglong Zhang

Citations: 10 • 2020

Development towards a global operational aerosol consensus: basic climatological characteristics of the International Cooperative for Aerosol Prediction Multi-Model Ensemble (ICAP-MME)

W. R. Sessions, Jeffrey S. Reid, Angela Benedetti, Peter R. Colarco, A. da Silva, Cheng‐Hsuan Lu, Tsuyoshi Thomas Sekiyama, Taichu Y. Tanaka, J. M. Baldasano, Sara Basart, M. E. Brooks, T. F. Eck, Mark Iredell, J. A. Hansen, Oriol Jorba, H. M. H. Juang, P. Lynch, J.-J. Morcrette, Shrinivas Moorthi, Jane P. Mulcahy, Yaswant Pradhan, Miha Razinger, Curt Sampson, J. Wang, Douglas L. Westphal

Citations: 6 • 2014

Verification of dust forecast over the Indian region with satellite and ground based observations

Prasenjit Das, John P. George, Sumit Kumar

Citations: 2 • 2016