258 results on '"Camps-Valls, Gustau"'
Search Results
2. Domain knowledge-driven variational recurrent networks for drought monitoring
3. Causal inference for time series
4. Exploring interactions between socioeconomic context and natural hazards on human population displacement
5. Improving air quality assessment using physics-inspired deep graph learning
6. Explainable deep learning for automatic rock classification
7. Pairwise causal discovery with support measure machines
8. Inference over radiative transfer models using variational and expectation maximization methods
9. Role of locality, fidelity and symmetry regularization in learning explainable representations
10. Discovering causal relations and equations from data
11. Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks
12. Kernel dependence regularizers and Gaussian processes with applications to algorithmic fairness
13. Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning
14. A hybrid generative adversarial network for weakly-supervised cloud detection in multispectral images
15. Inferring causal relations from observational long-term carbon and water fluxes records
16. Learning main drivers of crop progress and failure in Europe with interpretable machine learning
17. The Low Dimensionality of Development
18. Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science
19. Earth observation as a tool to assess climate migration and policy-making: Legal aspects
20. Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
21. Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
22. Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data
23. Deep Gaussian processes for biogeophysical parameter retrieval and model inversion
24. A global canopy water content product from AVHRR/Metop
25. Active emulation of computer codes with Gaussian processes – Application to remote sensing
26. Emergent vulnerability to climate-driven disturbances in European forests
27. Predicting regional coastal sea level changes with machine learning
28. Fusing optical and SAR time series for LAI gap filling with multioutput Gaussian processes
29. Statistical retrieval of atmospheric profiles with deep convolutional neural networks
30. Synergistic integration of optical and microwave satellite data for crop yield estimation
31. A carbon sink-driven approach to estimate gross primary production from microwave satellite observations
32. Estimating crop primary productivity with Sentinel-2 and Landsat 8 using machine learning methods trained with radiative transfer simulations
33. A methodology to derive global maps of leaf traits using remote sensing and climate data
34. Group Importance Sampling for particle filtering and MCMC
35. Sensitivity maps of the Hilbert–Schmidt independence criterion
36. Physics-aware Gaussian processes in remote sensing
37. Derivation of global vegetation biophysical parameters from EUMETSAT Polar System
38. Assessing the relationship between microwave vegetation optical depth and gross primary production
39. The Recycling Gibbs sampler for efficient learning
40. Deep learning and process understanding for data-driven Earth system science
41. Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods
42. Understanding deep learning in land use classification based on Sentinel-2 time series
43. Randomized kernels for large scale Earth observation applications
44. Hyperspectral dimensionality reduction for biophysical variable statistical retrieval
45. Learning Extreme Vegetation Response to Climate Forcing: A Comparison of Recurrent Neural Network Architectures.
46. Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring
47. Spectral band selection for vegetation properties retrieval using Gaussian processes regression
48. Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization
49. Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review
50. Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison
Catalog
Books, media, physical & digital resources
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.