Cover Artificial Intelligence for the Earth Systems
Artificial Intelligence for the Earth Systems

 

Volume 3 (2024): Issue 2 (Apr 2024)

Online ISSN:
2769-7525
Cover Artificial Intelligence for the Earth Systems
MASTHEAD
Masthead
PERSPECTIVES
A Rose by Any Other Name: On Basic Scores from the 2 × 2 Table and the Plethora of Names Attached to Them
REVIEW
Enhancing Regional Climate Downscaling through Advances in Machine Learning
ARTICLES
Machine Learning Estimation of Maximum Vertical Velocity from Radar
Efficient Data-Driven Gap Filling of Satellite Image Time Series Using Deep Neural Networks with Partial Convolutions
Superresolution of GOES-16 ABI Bands to a Common High Resolution with a Convolutional Neural Network
Investigating Differences between Tropical Cyclone Detection Systems
A 1D CNN-Based Emulator of CMAQ: Predicting NO2 Concentration over the Most Populated Urban Regions in Texas
Improvement in Forecasting Short-Term Tropical Cyclone Intensity Change and Their Rapid Intensification Using Deep Learning
Machine Learning–Based Lightning Parameterizations for the CONUS
Generative Ensemble Deep Learning Severe Weather Prediction from a Deterministic Convection-Allowing Model
A Data-Driven Probabilistic Network Approach to Assess Model Similarity in CMIP Ensembles
Unpaired Downscaling of Fluid Flows with Diffusion Bridges
Development of a Full-Scale Connected U-Net for Reflectivity Inpainting in Spaceborne Radar Blind Zones
A Convolutional Neural Network for Tropical Cyclone Wind Structure Identification in Kilometer-Scale Forecasts
LESSONS LEARNED
Transformer-Based Nowcasting of Radar Composites from Satellite Images for Severe Weather
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