0000000000429226

AUTHOR

María Piles

showing 2 related works from this author

Inferring causal relations from observational long-term carbon and water fluxes records

2022

AbstractLand, atmosphere and climate interact constantly and at different spatial and temporal scales. In this paper we rely on causal discovery methods to infer spatial patterns of causal relations between several key variables of the carbon and water cycles: gross primary productivity, latent heat energy flux for evaporation, surface air temperature, precipitation, soil moisture and radiation. We introduce a methodology based on the convergent cross-mapping (CCM) technique. Despite its good performance in general, CCM is sensitive to (even moderate) noise levels and hyper-parameter selection. We present a robust CCM (RCCM) that relies on temporal bootstrapping decision scores and the deri…

MultidisciplinaryScienceStatisticsQRMedicineCarbon cycleHydrologyStatistical physics thermodynamics and nonlinear dynamicsArticleScientific Reports
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Extraction Of Smos Soil Moisture And Ocean Salinity Main Features Across The Mediterranean Region Over The Last Decade

2018

med 2018, 11-12 December 2018, Frascati, Rome, Italy

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