Camps-Valls G - Search Results

1

Soil and vegetation water content identify the main terrestrial ecosystem changes.

Bueso D, Piles M, Ciais P, Wigneron JP, Moreno-Martínez Á, Camps-Valls G. Bueso D, et al. Among authors: camps valls g. Natl Sci Rev. 2023 Feb 7;10(5):nwad026. doi: 10.1093/nsr/nwad026. eCollection 2023 May. Natl Sci Rev. 2023. PMID: 37056438 Free PMC article.

2

Deep learning and process understanding for data-driven Earth system science.

Reichstein M, Camps-Valls G, Stevens B, Jung M, Denzler J, Carvalhais N, Prabhat. Reichstein M, et al. Nature. 2019 Feb;566(7743):195-204. doi: 10.1038/s41586-019-0912-1. Epub 2019 Feb 13. Nature. 2019. PMID: 30760912 Review.

3

Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.

Johnson JE, Laparra V, Pérez-Suay A, Mahecha MD, Camps-Valls G. Johnson JE, et al. PLoS One. 2021 Feb 3;16(2):e0246775. doi: 10.1371/journal.pone.0246775. eCollection 2021. PLoS One. 2021. PMID: 33534865 Free PMC article.

4

Compensatory water effects link yearly global land CO₂ sink changes to temperature.

Jung M, Reichstein M, Schwalm CR, Huntingford C, Sitch S, Ahlström A, Arneth A, Camps-Valls G, Ciais P, Friedlingstein P, Gans F, Ichii K, Jain AK, Kato E, Papale D, Poulter B, Raduly B, Rödenbeck C, Tramontana G, Viovy N, Wang YP, Weber U, Zaehle S, Zeng N. Jung M, et al. Nature. 2017 Jan 26;541(7638):516-520. doi: 10.1038/nature20780. Epub 2017 Jan 16. Nature. 2017. PMID: 28092919

5

Synergistic integration of optical and microwave satellite data for crop yield estimation.

Mateo-Sanchis A, Piles M, Muñoz-Marí J, Adsuara JE, Pérez-Suay A, Camps-Valls G. Mateo-Sanchis A, et al. Remote Sens Environ. 2019 Dec 1;234:111460. doi: 10.1016/j.rse.2019.111460. Remote Sens Environ. 2019. PMID: 31798192 Free PMC article.

6

Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud.

Moreno-Martínez Á, Izquierdo-Verdiguier E, Maneta MP, Camps-Valls G, Robinson N, Muñoz-Marí J, Sedano F, Clinton N, Running SW. Moreno-Martínez Á, et al. Remote Sens Environ. 2020 Sep 15;247:111901. doi: 10.1016/j.rse.2020.111901. Remote Sens Environ. 2020. PMID: 32943798 Free PMC article.

7

Explicit Granger causality in kernel Hilbert spaces.

Bueso D, Piles M, Camps-Valls G. Bueso D, et al. Phys Rev E. 2020 Dec;102(6-1):062201. doi: 10.1103/PhysRevE.102.062201. Phys Rev E. 2020. PMID: 33465980

8

A unified vegetation index for quantifying the terrestrial biosphere.

Camps-Valls G, Campos-Taberner M, Moreno-Martínez Á, Walther S, Duveiller G, Cescatti A, Mahecha MD, Muñoz-Marí J, García-Haro FJ, Guanter L, Jung M, Gamon JA, Reichstein M, Running SW. Camps-Valls G, et al. Sci Adv. 2021 Feb 26;7(9):eabc7447. doi: 10.1126/sciadv.abc7447. Print 2021 Feb. Sci Adv. 2021. PMID: 33637524 Free PMC article.

9

Inferring causal relations from observational long-term carbon and water fluxes records.

Díaz E, Adsuara JE, Martínez ÁM, Piles M, Camps-Valls G. Díaz E, et al. Among authors: camps valls g. Sci Rep. 2022 Jan 31;12(1):1610. doi: 10.1038/s41598-022-05377-7. Sci Rep. 2022. PMID: 35102174 Free PMC article.

10

Exploring interactions between socioeconomic context and natural hazards on human population displacement.

Ronco M, Tárraga JM, Muñoz J, Piles M, Marco ES, Wang Q, Espinosa MTM, Ponserre S, Camps-Valls G. Ronco M, et al. Among authors: camps valls g. Nat Commun. 2023 Dec 4;14(1):8004. doi: 10.1038/s41467-023-43809-8. Nat Commun. 2023. PMID: 38049446 Free PMC article.

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