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Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes

Type: Journal Paper

Author : Lazaro-Gredilla, Miguel; Titsias, Michalis K.; Verrelst, Jochem; Camps-Valls, G.

Publisher: IEEE

Year: 2014

Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions

Type: Journal Paper

Author : Verrelst, Jochem; Rivera, Juan Pablo; Leonenko, Ganna; Alonso, Luis; Moreno, J.

Publisher: IEEE

Year: 2014

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters

Type: Journal Paper

Author : Rivera Caicedo, Juan Pablo; Verrelst, Jochem; Munoz-Mari, Jordi; Moreno, J.; Camps-Valls, G.

Publisher: IEEE

Year: 2014

Author

Verrelst, Jochem (3)

Camps-Valls, G. (2)

Moreno, J. (2)

Alonso, Luis (1)

Lazaro-Gredilla, Miguel (1)

Leonenko, Ganna (1)

Munoz-Mari, Jordi (1)

Rivera Caicedo, Juan Pablo (1)

Rivera, Juan Pablo (1)

Titsias, Michalis K. (1)

Publisher

IEEE (3)

Year

2014 (3)

Keywords

hyperspectral imaging (2)

leaf chlorophyll content (2)

vegetation (2)

Agriculture (1)

Barrax (1)

Bayes methods (1)

Bayesian nonparametric method (1)

Biological system modeling (1)

biophysical parameter (1)

biophysical parameters (1)

Type

Journal Paper (3)

Language (ISO)

English (3)

Content Type

Metadata Only (3)

Publication Title

Geoscience and Remote Sensing Letters, IEEE (1)

Geoscience and Remote Sensing, IEEE Transactions on (1)

Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of (1)

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