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

 

Volume 2 (2023): Issue 1 (Feb 2023)

Online ISSN:
2769-7525
Cover Artificial Intelligence for the Earth Systems
MASTHEAD
Masthead
ARTICLES
Photographic Visualization of Weather Forecasts with Generative Adversarial Networks
A Hybrid Physics–AI Model to Improve Hydrological Forecasts
Deep Learning–Based Parameter Transfer in Meteorological Data
Can a Machine Learning–Enabled Numerical Model Help Extend Effective Forecast Range through Consistently Trained Subgrid-Scale Models?
A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science
Emulating Rainfall–Runoff-Inundation Model Using Deep Neural Network with Dimensionality Reduction
Strictly Enforcing Invertibility and Conservation in CNN-Based Super Resolution for Scientific Datasets
Physics-Informed Deep Neural Network for Backward-in-Time Prediction: Application to Rayleigh–Bénard Convection
Global Extreme Heat Forecasting Using Neural Weather Models
Emulating the Adaptation of Wind Fields to Complex Terrain with Deep Learning
A Real-Time Spatiotemporal Machine Learning Framework for the Prediction of Nearshore Wave Conditions
LESSONS LEARNED
Carefully Choose the Baseline: Lessons Learned from Applying XAI Attribution Methods for Regression Tasks in Geoscience
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