Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data

García-Soria, José Luis; Morata, Miguel; Berger, Katja; Pascual-Venteo, Ana Belén; Rivera-Caicedo, Juan Pablo; Verrelst, Jochem

doi:10.1016/j.rse.2024.114228

Remote Sensing of Environment

2024

DOI: 10.1016/j.rse.2024.114228

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Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data

José Luis García-Soria,

Miguel Morata,

Katja Berger

et al.

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Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data

Cited by 3 publications

References 99 publications

Multi-decadal temporal reconstruction of Sentinel-3 OLCI-based vegetation products with multi-output Gaussian process regression

Multi-decadal temporal reconstruction of Sentinel-3 OLCI-based vegetation products with multi-output Gaussian process regression

Optimizing hybrid models for canopy nitrogen mapping from Sentinel-2 in Google Earth Engine

Inversion of biophysical parameters of potato based on an active learning pool-based sampling strategy

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