Francesco Martinuzzi

Latest

• Transformers vs. Recurrent Models for Estimating Forest Gross Primary Production
• DeepExtremeCubes: Earth System Spatio-Temporal Data for Assessing Compound Heatwave and Drought Impacts
• Learning Extreme Vegetation Response to Climate Drivers with Recurrent Neural Networks
• Earth System Data Cubes: Avenues for Advancing Earth System Research
• DeepExtremeCubes: Integrating Earth System Spatio-Temporal Data for Impact Assessment of Climate Extremes
• SpectralIndices.Jl: Streamlining Spectral Indices Access and Computation for Earth System Research
• A Standardized Catalogue of Spectral Indices to Advance the Use of Remote Sensing in Earth System Research
• ReservoirComputing.Jl: An Efficient and Modular Library for Reservoir Computing Models
• Composing Modeling and Simulation with Machine Learning in Julia
• Composable and Reusable Neural Surrogates to Predict System Response of Causal Model Components