Christina Bonfanti
Cooperative Institute for Research in Environmental Sciences(US)
Publications by Year
Research Areas
Meteorological Phenomena and Simulations, Tropical and Extratropical Cyclones Research, Climate variability and models, Computational Physics and Python Applications, Plant Water Relations and Carbon Dynamics
Most-Cited Works
- → Tropical Cyclone Track Forecasting Using Fused Deep Learning From Aligned Reanalysis Data(2020)118 cited
- → Using Deep Learning to Nowcast the Spatial Coverage of Convection from Himawari-8 Satellite Data(2021)48 cited
- → Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences(2023)47 cited
- → CIRA Guide to Custom Loss Functions for Neural Networks in Environmental\n Sciences -- Version 1(2021)22 cited
- → Machine Learning: Defining Worldwide Cyclone Labels for Training(2018)9 cited
- The Need for HPC for Deep Learning with Real-Time Satellite Observations(2019)
- Detecting Extratropical and Tropical Cyclone Regions of Interest (ROI) in Satellite Data using Deep Learning(2018)
- Understanding What the Machine Sees When Using Deep Learning for Image Segmentation to Detect Convection Initiation(2019)
- Taking Advantage of Machine Learning Methods to Better Represent Fire Radiative Power (FRP) for Smoke and Weather Forecasting Models(2020)