most citedA data-driven approach to precipitation parameterizations using convolutional encoder-decoder neural networks

12 citations · 17 across the 2 of their papers we have counts for

collaborators

2 papers

physics.app-ph2020★ 5 cited

Comparison of downscaling techniques for high resolution soil moisture mapping

Sabah Sabaghy, Jeffrey Walker, Luigi Renzullo +19

Soil moisture impacts exchanges of water, energy and carbon fluxes between the land surface and the atmosphere. Passive microwave remote sensing at L-band can capture spatial and t…

physics.ao-ph2019★ 12 cited

A data-driven approach to precipitation parameterizations using convolutional encoder-decoder neural networks

Pablo Rozas Larraondo, Luigi J. Renzullo, Inaki Inza +1

Numerical Weather Prediction (NWP) models represent sub-grid processes using parameterizations, which are often complex and a major source of uncertainty in weather forecasting. In…