Climate change and forecast uncertainty pose major challenges for the infrastructure that would protect New York City from storms like Hurricane Sandy.

Researchers funded in part by the Climate Variability & Predictability (CVP) program showcase the potential for machine learning applications for ocean climate models.

Particular focuses included the need for increased understanding of subsurface parameters; the ability of multiple labs and programs to provide needed climate expertise and information; and a desire to engage in an iterative process of project and tool development with sanctuary partners.

“From using machine learning to develop critical atmospheric datasets to creating an experimental system for rapidly assessing causes of extreme events, these new awards will expedite climate science discoveries and build the library of resilience solutions needed to protect all sectors of our economy and environment.”

The New York State Climate Smart Communities Program provides guidance and technical support to local governments to take locally-driven climate action.