35 citations · 58 across the 4 of their papers we have counts for
3 papers · 1 filter
Nonlinear Complex PCA for spatio-temporal analysis of global soil moisture
Diego Bueso, Maria Piles, Gustau Camps-Valls
Soil moisture (SM) is a key state variable of the hydrological cycle, needed to monitor the effects of a changing climate on natural resources. Soil moisture is highly variable in…
Understanding Climate Impacts on Vegetation with Gaussian Processes in Granger Causality
Miguel Morata-Dolz, Diego Bueso, Maria Piles +1
Global warming is leading to unprecedented changes in our planet, with great societal, economical and environmental implications, especially with the growing demand of biofuels and…
Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data
Diego Bueso, Maria Piles, Gustau Camps-Valls
Remote sensing observations, products and simulations are fundamental sources of information to monitor our planet and its climate variability. Uncovering the main modes of spatial…