Manuel Campos-Taberner

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Gaussian Process

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Manuel Campos-Taberner, María Amparo Gilabert, Sergio Sánchez-Ruiz, Beatriz Martínez, Adrián Jiménez-Guisado, Francisco Javier García-Haro, Luis Guanter
Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Luke A. Brown, Harry Morris, Andrew MacLachlan, Francesco D'Adamo, Jennifer Adams, Ernesto López-Baeza, Erika Albero, Beatriz Martínez, Sergio Sánchez-Ruiz, Manuel Campos-Taberner, Antonio L. Lidón, Cristina Lull, Inmaculada Bautista, Daniel Clewley, Gary M. Llewellyn, Qiaoyun Xie, Fernando Camacho, Julio Pastor-Guzman, Rosalinda Morrone, Morven Sinclair, Owen Williams, Merryn Hunt, Andreas Hueni, Valentina Boccia, Steffen Dransfeld, Jadunandan Dash
Hyperspectral Leaf Area Index and Chlorophyll Retrieval over Forest and Row-Structured Vineyard Canopies. Remote. Sens. 16 (12) (2024)
Gustau Camps-Valls, Manuel Campos-Taberner, Valero Laparra, Luca Martino, Jordi Muñoz-Marí
Retrieval of Physical Parameters With Deep Structured Kernel Regression. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Beatriz Martínez, Sergio Sánchez-Ruiz, Manuel Campos-Taberner, F. Javier García-Haro, María Amparo Gilabert
Exploring Ecosystem Functioning in Spain with Gross and Net Primary Production Time Series. Remote. Sens. 14 (6) (2022)
Sergio Sánchez-Ruiz, Fabio Maselli, Marta Chiesi, Luca Fibbi, Beatriz Martínez, Manuel Campos-Taberner, Francisco Javier García-Haro, María Amparo Gilabert
Remote Sensing and Bio-Geochemical Modeling of Forest Carbon Storage in Spain. Remote. Sens. 12 (9) (2020)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Manuel Campos-Taberner, F. Javier García-Haro, Gustau Camps-Valls
Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes. CoRR (2020)
Francisco Javier García-Haro, Fernando Camacho, Beatriz Martínez, Manuel Campos-Taberner, Beatriz Fuster, Jorge Sánchez-Zapero, María Amparo Gilabert
Climate Data Records of Vegetation Variables from Geostationary SEVIRI/MSG Data: Products, Algorithms and Applications. Remote. Sens. 11 (18) (2019)
Lluís Pérez-Planells, Enric Valor, Raquel Niclòs, César Coll, Jesús Puchades, Manuel Campos-Taberner
Evaluation of Six Directional Canopy Emissivity Models in the Thermal Infrared Using Emissivity Measurements. Remote. Sens. 11 (24) (2019)
Francisco Javier García-Haro, Manuel Campos-Taberner, Beatriz Martínez, Sergio Sanchez-Ruiz, María Amparo Gilabert, Gustau Camps-Valls, Jordi Muñoz-Marí, Valero Laparra, Fernando Camacho, Jorge Sánchez-Zapero, Beatriz Fuster
Generation of Global Vegetation Products from Eumetsat AVHRR/METOP Satellites. IGARSS (2018)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Manuel Campos-Taberner, F. Javier García-Haro, Gustau Camps-Valls
Gap Filling of Biophysical Parameter Time Series with Multi-Output Gaussian Processes. IGARSS (2018)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
Joint Gaussian Processes for Biophysical Parameter Retrieval. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Mirco Boschetti, Lorenzo Busetto, Luigi Ranghetti, F. Javier García-Haro, Manuel Campos-Taberner, Roberto Confalonieri
Testing Multi-Sensors Time Series of Lai Estimates to Monitor Rice Phenology: Preliminary Results. IGARSS (2018)
Manuel Campos-Taberner, Francisco Javier García-Haro, Lorenzo Busetto, Luigi Ranghetti, Beatriz Martínez, María Amparo Gilabert, Gustau Camps-Valls, Fernando Camacho, Mirco Boschetti
A Critical Comparison of Remote Sensing Leaf Area Index Estimates over Rice-Cultivated Areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT Polar System. Remote. Sens. 10 (5) (2018)
Tri Setiyono, Emma D. Quicho, Luca Gatti, Manuel Campos-Taberner, Lorenzo Busetto, Francesco Collivignarelli, Francisco Javier García-Haro, Mirco Boschetti, Nasreen Islam Khan, Francesco Holecz
Spatial Rice Yield Estimation Based on MODIS and Sentinel-1 SAR Data and ORYZA Crop Growth Model. Remote. Sens. 10 (2) (2018)
Beatriz Martínez, Sergio Sanchez-Ruiz, Manuel Campos-Taberner, Francisco Javier García-Haro, María Amparo Gilabert
Patterns Comparison Between Gome-2 Sun-Induced Fluorescence and Msg Gross Primary Production. IGARSS (2018)
Beatriz Martínez, Sergio Sanchez-Ruiz, M. Amparo Gilabert Navarro, Álvaro Moreno, Manuel Campos-Taberner, F. Javier García-Haro, Isabel F. Trigo, Mika Aurela, Christian Brümmer, Arnaud Carrara, A. De Ligne, Damiano Gianelle, Thomas Grünwald, J. M. Limousin, Annalea Lohila, Ivan Mammarella, M. Sottocornola, R. Steinbrecher, Torbern Tagesson
Retrieval of daily gross primary production over Europe and Africa from an ensemble of SEVIRI/MSG products. Int. J. Appl. Earth Obs. Geoinformation 65 (2018)
Manuel Campos-Taberner, Álvaro Moreno-Martínez, Francisco Javier García-Haro, Gustau Camps-Valls, Nathaniel P. Robinson, Jens Kattge, Steven W. Running
Global Estimation of Biophysical Variables from Google Earth Engine Platform. Remote. Sens. 10 (8) (2018)
Gustau Camps-Valls, Luca Martino, Daniel H. Svendsen, Manuel Campos-Taberner, Jordi Muñoz-Marí, Valero Laparra, David Luengo, Francisco Javier García-Haro
Physics-aware Gaussian processes in remote sensing. Appl. Soft Comput. 68 (2018)
Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls, Gonçal Grau-Muedra, Francesco Nutini, Lorenzo Busetto, Dimitrios Katsantonis, Dimitris G. Stavrakoudis, Chara Minakou, Luca Gatti, Massimo Barbieri, Francesco Holecz, Daniela Stroppiana, Mirco Boschetti
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index. Remote. Sens. 9 (3) (2017)
Gustau Camps-Valls, Daniel H. Svendsen, Luca Martino, Jordi Muñoz-Marí, Valero Laparra, Manuel Campos-Taberner, David Luengo
Physics-Aware Gaussian Processes for Earth Observation. SCIA (2) (2017)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Gustau Camps-Valls
Joint Gaussian processes for inverse modeling. IGARSS (2017)
Lorenzo Busetto, Sven Casteleyn, Carlos Granell, Monica Pepe, Massimo Barbieri, Manuel Campos-Taberner, Raffaele Casa, Francesco Collivignarelli, Roberto Confalonieri, Alberto Crema, Francisco Javier García-Haro, Luca Gatti, Ioannis Z. Gitas, Alberto González-Pérez, Gonçal Grau-Muedra, Tommaso Guarneri, Francesco Holecz, Dimitrios Katsantonis, Chara Minakou, Ignacio Miralles, Ermes Movedi, Francesco Nutini, Valentina Pagani, Angelo Palombo, Francesco Di Paola, Simone Pascucci, Stefano Pignatti, Anna Rampini, Luigi Ranghetti, Elisabetta Ricciardelli, Filomena Romano, Dimitris G. Stavrakoudis, Daniela Stroppiana, Mariassunta Viggiano, Mirco Boschetti
Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
Joint Gaussian Processes for Biophysical Parameter Retrieval. CoRR (2017)
Manuel Campos-Taberner, Francisco Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto
Multitemporal Monitoring of Plant Area Index in the Valencia Rice District with PocketLAI. Remote. Sens. 8 (3) (2016)
Manuel Campos-Taberner, Adriana Romero-Soriano, Carlo Gatta, Gustau Camps-Valls, Adrien Lagrange, Bertrand Le Saux, Anne Beaupère, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu, Michal Shimoni, Gabriele Moser, Devis Tuia
Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (12) (2016)
David Luengo, Manuel Campos-Taberner, Gustau Camps-Valls
Latent force models for earth observation time series prediction. MLSP (2016)
Manuel Campos-Taberner, F. Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto
Intercomparison of instruments for measuring leaf area index over rice. IGARSS (2015)
Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, María Amparo Gilabert, Beatriz Martínez, Sergio Sanchez-Ruiz, Gustau Camps-Valls
Development of an earth observation processing chain for crop bio-physical parameters at local scale. IGARSS (2015)
Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, M. Amparo Gilabert Navarro, Sergio Sanchez-Ruiz, Beatriz Martínez, Gustau Camps-Valls
Mapping Leaf Area Index With a Smartphone and Gaussian Processes. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Manuel Campos-Taberner, Adriana Romero, Carlo Gatta, Gustau Camps-Valls
Shared feature representations of LiDAR and optical images: Trading sparsity for semantic discrimination. IGARSS (2015)