1. IRI; Earth Institute, Columbia University; Palisades New York USA
2. Department of Applied Physics and Applied Mathematics; Columbia University; New York New York USA
3. Center of Excellence for Climate Change Research, Department of Meteorology; King Abdulaziz University; Jeddah Saudi Arabia
4. Department of Earth and Environmental Sciences; Columbia University; New York New York USA