Development of an Earth observation processing chain for crop biophysical parameters at local and global scale


  • M. Campos-Taberner Universitat de València



Biophysical parameters, Radiative transfer modeling, Machine learning


Reseña de tesis doctoral defendida el 17 de Julio de 2017. 

Lugar: Facultat de Física, Universitat de València.


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Author Biography

M. Campos-Taberner, Universitat de València

Departament de Física de la Terra i Termodinàmica.


Busetto, L., Casteleyn, S., Granell, C., Pepe, M., Barbieri, M., Campos-Taberner, M., Casa, R., Collivignarelli, F., Confalonieri, R., Crema, A., García-Haro, F. J., Gatti, L., Gitas, I. Z., González-Pérez, A., GrauMuedra, G., Guarneri, T., Holecz, F., Katsantonis, D., Minakou, C., Miralles, I., Movedi, E., Nutini, F., Pagani, V., Palombo, A., Paola, F. D., Pascucci, S., Pignatti, S., Rampini, A., Ranghetti, L., Ricciardelli, E., Romano, F., Stavrakoudis, D. G., Stroppiana, D., Viggiano, M., and Boschetti, M. 2017. Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, PP(99), 1–19. JSTARS.2017.2679159

Campos-Taberner, M., García-Haro, F. J., CampsValls, G., Grau-Muedra, G., Nutini, F., Crema, A., and Boschetti, M. 2016a. Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring. Remote Sensing of Environment, 187, 102–118. https://doi. org/10.1016/j.rse.2016.10.009

Campos-Taberner, M., García-Haro, F. J., CampsValls, G., Grau-Muedra, G., Nutini, F., Busetto, L., Katsantonis, D., Stavrakoudis, D., Minakou, C., Gatti, L., Barbieri, M., Holecz, F., Stroppiana, D., and Boschetti, M. 2017. Exploitation of SAR and optical Sentinel data to detect rice crop and estimate seasonal dynamics of leaf area index. Remote Sensing, 9(7), 248. rs9030248

Campos-Taberner, M., García-Haro, F. J., Moreno, Á., Gilabert, M. A., Sánchez-Ruiz, S., Martínez, B., and Camps-Valls, G. 2015. Mapping Leaf Area Index With a Smartphone and Gaussian Processes. IEEE Geoscience and Remote Sensing Letters, 12(12), 2501–2505. LGRS.2015.2488682

Campos-Taberner, M., García-Haro, F. J., Confalonieri, R., Martínez, B., Moreno, Á., Sánchez-Ruiz, S., … Busetto, L. (2016b). Multitemporal monitoring of plant area index in the valencia rice district with PocketLAI. Remote Sensing, 8(3), 202. https://doi. org/10.3390/rs8030202

García-Haro, F. J., Campos-Taberner, M., Sabater, N., Belda, F., Moreno, A., Gilabert, M. A., Martínez, B., Pérez-Hoyos, A., and Meliá, J. (2014). Vulnerabilidad de la vegetación a la sequía en España. Revista de Teledeteccion, 42, 29–37. https://

Jacquemoud, S., Verhoef, W., Baret, F., Bacour, C., Zarco-Tejada, P. J., Asner, G. P., François, C., and Ustin, S. L. 2009. PROSPECT + SAIL models: A review of use for vegetation characterization. Remote Sensing of Environment, 113, Suppl, S56– S66.

Verrelst, J., Camps-Valls, G., Muñoz-Marí, J., Rivera, J. P., Veroustraete, F., Clevers, J. G. P. W., and Moreno, J. 2015. Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review. ISPRS Journal of Photogrammetry and Remote Sensing, 108, 273–290. https://doi. org/10.1016/j.isprsjprs.2015.05.005

Williams, C. K. I., and Rasmussen, C. E. 1996. Gaussian processes for regression. In Neural Information Processing Systems, NIPS, 8, 598–604. MIT Press.






Doctoral theses