Martínez, B., Sánchez-Ruiz, S., Campos-Taberner, M., García-Haro, F.J., Gilabert, M.A. Cambios en la producción primaria bruta (GPP) de la vegetación natural en la Comunidad Valenciana (2001-2018) (2022). Revista de Teledetección pp. 15-27 [Link]

Camps-Valls, G., Campos-Taberner, M., Laparra, V., Martino, L., Muñoz-Marí, J. Retrieval of Physical Parameters With Deep Structured Kernel Regression (2022). IEEE Transactions on Geoscience and Remote Sensing pp. 1-10 [Link]

Martínez-Ferrer, L., Moreno-Martínez, A., Campos-Taberner, M., García-Haro, F.J., Muñoz-Marí, J., Running, S.W., Kimball, J., Clinton, N., Camps-Valls, G. Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning (2022). Remote Sensing of Environment [Link]

Rhif, M., Ben Abbes, A., Martínez, B., Riadh Farah, I., Gilabert, M.A. Optimal selection of wavelet transform parameters for spatio-temporal analysis based on non-stationary NDVI MODIS time series in Mediterranean region. (2022). ISPRS Journal of Photogrammetry and Remote Sensing pp.216–233 [Link]

Martínez, B., Sánchez-Ruiz, S., Campos-Taberner, M., García-Haro, F.J; Gilabert, M.A. Exploring Ecosystem Functioning in Spain with Gross and Net Primary Production Time Series (2022). Remote Sensing [Link]

Rhif, M., Ben Abbes, A., Martínez, B., de Jong, R., SangFarah, Y., I. R. Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics (2022). Ecological Informatics [Link]

Adsuara, J.E., Campos-Taberner, M., García-Haro, F.J., Gatta, C., Romero, A., Camps-Valls, G. Learning Unsupervised Feature Representations of Remote Sensing Data with Sparse Convolutional Networks (2021). Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences [Link]

Camps-Valls, G., Campos-Taberner, M., Moreno-Martínez, A., Walther, S., Duveiller, G., Cescatti, A., Mahecha, M. D., Muñoz-Marí, J., García-Haro, F. J., Guanter, L., Jung, M., Gamon, J. A., Reichstein, M., Running, S. W. A unified vegetation index for quantifying the terrestrial biosphere (2021). Science Advances vol. 7, no. 9, eabc7447 [Link]

Campos-Taberner, M., García-Haro, F. J., Martínez, B., Gilabert, M. A. Deep learning for agricultural land use classification from Sentinel-2 (2020). Revista de Teledetección no. 56, pp. 35-48 [Link]

Campos-Taberner, M., García-Haro, F. J., Martínez, B., Izquierdo-Verdiguier, E., Atzberger, C., Camps-Valls, G., Gilabert, M. A. Understanding deep learning in land use classification based on Sentinel-2 time series (2020). Scientific reports vol. 10, no. 17188, pp. 1–12. [Link]

Rhif, M., Abbes, A. B., Martinez, B., Farah, I. R. A deep learning approach for forecasting non-stationary big remote sensing time series (2020). Arabian Journal of Geosciences vol. 13, no. 22, 1174 [Link]

Rhif, M., Abbes, A. B., Martinez, B., Farah, I. R. An improved trend vegetation analysis for non-stationary NDVI time series based on wavelet transform (2020). Environmental Science and Pollution Research pp. 1–11 [Link]

Martínez, B., Sánchez-Ruiz, S., Campos-Taberner, M., García-Haro, F.J., Gilabert, M.A. Capability assessment of the SEVIRI/MSG GPP product for the detection of areas affected by water stress (2020). Revista de Teledetección no. 55, pp. 17–29 [Link]

García-Haro, F. J., Campos-Taberner, M., Moreno, Á., Tagesson, H. T., Camacho, F., Martínez, B., ... & Gilabert, M. A. A global canopy water content product from AVHRR/Metop (2020). ISPRS Journal of Photogrammetry and Remote Sensing vol.162, pp. 77–93. [Link]

Sánchez-Ruiz, S., Maselli, F., Chiesi, M., Fibbi, L., Martínez, B., Campos-Taberner, M., ... & Gilabert, M. A. Remote Sensing and Bio-Geochemical Modeling of Forest Carbon Storage in Spain (2020). Remote Sensing vol. 12, no. 9, pp. 1356. [Link]

Martínez, B., Gilabert, M. A., Sánchez-Ruiz, S., Campos-Taberner, M., García-Haro, F. J., Brümmer, C., ... & Tagesson, T. Evaluation of the LSA-SAF gross primary production product derived from SEVIRI/MSG data (MGPP) (2020). ISPRS Journal of Photogrammetry and Remote Sensing vol. 159, pp. 220–236 [Link]

Campos-Taberner, M., García-Haro, F. J., Martínez, B., Sánchez-Ruíz, S., Gilabert, M. A. A Copernicus Sentinel-1 and Sentinel-2 classification framework for the 2020+ European common agricultural policy: A case study in València (Spain) (2019). Agronomy vol. 9, no. 9, pp. 556. [Link]

Sanchez-Ruiz, S., Moreno-Martinez, A., Izquierdo-Verdiguier, E., Chiesi, M., Maselli, F., Gilabert, M. A. Growing stock volume from multi-temporal landsat imagery through google earth engine (2019). International Journal of Applied Earth Observation and Geoinformation vol. 83, 101913. [Link]

Rhif, M., Ben Abbes, A., Riadh Farah, I., Martinez, B., Sang, Y. Wavelet transform application for/in non-stationary time-series analysis for applied sciences: A review. (2019). Applied Sciences vol. 9, pp. 1345 [Link]

Hojas Gascón, L., Ceccherini, G., García-Haro, F. J., Avitabile, V., Eva, H. The potential of high resolution (5 m) RapidEye optical data to map above ground biomass over Tanzania (2019). Forests vol. 10, no. 2, pp. 107 [Link]

Ben Abbes, A., Bounouh, O., Farah, I. R., de Jong, R., Martínez, B. Comparative study of three satellite image time-series decomposition methods for vegetation change detection. (2019). European Journal of Remote Sensing vol. 51, no. 1, pp. 607-615 [Link]

Gilardelli, C., Stella, T., Confalonieri, R., Ranghetti, L., Campos-Taberner, M., García-Haro, F. J., Boschetti, M. Downscaling rice yield simulation at sub-field scale using remotely sensed LAI data (2019). European journal of agronomy vol. 103, pp.108–116. [Link]

Pérez-Planells, L., Valor, E., Niclòs, R., Coll, C., Puchades, J., & Campos-Taberner, M. Evaluation of Six Directional Canopy Emissivity Models in the Thermal Infrared Using Emissivity Measurements (2019). Remote Sensing vol. 11, no. 24, pp. 3011 [Link]

García-Haro, F. J., Camacho, F., Martínez, B., Campos-Taberner, M., Fuster, B., Sánchez-Zapero, J., Gilabert, M. A. Climate Data Records of Vegetation Variables from Geostationary SEVIRI/MSG Data: Products, Algorithms and Applications (2019). Remote Sensing vol. 11, no.18, pp. 2103 [Link]