247 citations · 631 across the 20 of their papers we have counts for
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stat.AP2020
Gaussianizing the Earth: Multidimensional Information Measures for Earth Data Analysis
J. Emmanuel Johnson, Valero Laparra, Maria Piles +1
Information theory is an excellent framework for analyzing Earth system data because it allows us to characterize uncertainty and redundancy, and is universally interpretable. Howe…
stat.AP2020
Learning drivers of climate-induced human migrations with Gaussian processes
Jose M. Tarraga, Maria Piles, Gustau Camps-Valls
In the current context of climate change, extreme heatwaves, droughts, and floods are not only impacting the biosphere and atmosphere but the anthroposphere too. Human populations…