16 results on '"Camps-Valls, Gustau"'
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2. Domain knowledge-driven variational recurrent networks for drought monitoring
3. Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning
4. A hybrid generative adversarial network for weakly-supervised cloud detection in multispectral images
5. Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science
6. Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
7. Fusing optical and SAR time series for LAI gap filling with multioutput Gaussian processes
8. Synergistic integration of optical and microwave satellite data for crop yield estimation
9. A carbon sink-driven approach to estimate gross primary production from microwave satellite observations
10. Estimating crop primary productivity with Sentinel-2 and Landsat 8 using machine learning methods trained with radiative transfer simulations
11. A methodology to derive global maps of leaf traits using remote sensing and climate data
12. Group Importance Sampling for particle filtering and MCMC
13. The Recycling Gibbs sampler for efficient learning
14. Randomized kernels for large scale Earth observation applications
15. Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring
16. Uncertainty analysis of gross primary production upscaling using Random Forests, remote sensing and eddy covariance data
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