12 citations · 26 across the 3 of their papers we have counts for
3 papers
Empirical Upscaling of Point-scale Soil Moisture Measurements for Spatial Evaluation of Model Simulations and Satellite Retrievals
Yi Yu, Brendan P. Malone, Luigi J. Renzullo
The evaluation of modelled or satellite-derived soil moisture (SM) estimates is usually dependent on comparisons against in-situ SM measurements. However, the inherent mismatch in…
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…
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…