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

M. Campos-Taberner


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

Lugar: Facultat de Física, Universitat de València.


Biophysical parameters; Radiative transfer modeling; Machine learning

Full Text:



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.

Abstract Views

Metrics Loading ...

Metrics powered by PLOS ALM

This journal is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License

Universitat Politècnica de València

Official Journal of the Spanish Association of Remote Sensing

e-ISSN: 1988-8740    ISSN: 1133-0953