Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data

In preparation for new-generation imaging spectrometer missions and the accompanying unprecedented inflow of hyperspectral data, optimized models are needed to generate vegetation traits routinely. Hybrid models, combining radiative transfer models with machine learning algorithms, are preferred, ho...

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Prif Awduron:	Ana B. Pascual-Venteo, Enrique Portalés, Katja Berger, Giulia Tagliabue, Jose L. Garcia, Adrián Pérez-Suay, Juan Pablo Rivera-Caicedo, Jochem Verrelst
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2022-05-01
Cyfres:	Remote Sensing
Pynciau:	PRISMA CHIME hybrid methods biochemical and biophysical traits Gaussian process regression active learning
Mynediad Ar-lein:	https://www.mdpi.com/2072-4292/14/10/2448
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!