Articles | Volume 15, issue 17
https://doi.org/10.5194/bg-15-5455-2018
https://doi.org/10.5194/bg-15-5455-2018
Research article
 | 
14 Sep 2018
Research article |  | 14 Sep 2018

On estimating the gross primary productivity of Mediterranean grasslands under different fertilization regimes using vegetation indices and hyperspectral reflectance

Sofia Cerasoli, Manuel Campagnolo, Joana Faria, Carla Nogueira, and Maria da Conceição Caldeira

Related authors

Reviews and syntheses: Remotely sensed optical time series for monitoring vegetation productivity
Lammert Kooistra, Katja Berger, Benjamin Brede, Lukas Valentin Graf, Helge Aasen, Jean-Louis Roujean, Miriam Machwitz, Martin Schlerf, Clement Atzberger, Egor Prikaziuk, Dessislava Ganeva, Enrico Tomelleri, Holly Croft, Pablo Reyes Muñoz, Virginia Garcia Millan, Roshanak Darvishzadeh, Gerbrand Koren, Ittai Herrmann, Offer Rozenstein, Santiago Belda, Miina Rautiainen, Stein Rune Karlsen, Cláudio Figueira Silva, Sofia Cerasoli, Jon Pierre, Emine Tanır Kayıkçı, Andrej Halabuk, Esra Tunc Gormus, Frank Fluit, Zhanzhang Cai, Marlena Kycko, Thomas Udelhoven, and Jochem Verrelst
Biogeosciences, 21, 473–511, https://doi.org/10.5194/bg-21-473-2024,https://doi.org/10.5194/bg-21-473-2024, 2024
Short summary
EUROSPEC: at the interface between remote-sensing and ecosystem CO2 flux measurements in Europe
A. Porcar-Castell, A. Mac Arthur, M. Rossini, L. Eklundh, J. Pacheco-Labrador, K. Anderson, M. Balzarolo, M. P. Martín, H. Jin, E. Tomelleri, S. Cerasoli, K. Sakowska, A. Hueni, T. Julitta, C. J. Nichol, and L. Vescovo
Biogeosciences, 12, 6103–6124, https://doi.org/10.5194/bg-12-6103-2015,https://doi.org/10.5194/bg-12-6103-2015, 2015

Related subject area

Biogeophysics: Environmental Optics
Unveiling spatial and temporal heterogeneity of a tropical forest canopy using high-resolution NIRv, FCVI, and NIRvrad from UAS observations
Trina Merrick, Stephanie Pau, Matteo Detto, Eben N. Broadbent, Stephanie A. Bohlman, Christopher J. Still, and Angelica M. Almeyda Zambrano
Biogeosciences, 18, 6077–6091, https://doi.org/10.5194/bg-18-6077-2021,https://doi.org/10.5194/bg-18-6077-2021, 2021
Short summary
Assessing shaded-leaf effects on photochemical reflectance index (PRI) for water stress detection in winter wheat
Xin Yang, Shishi Liu, Yinuo Liu, Xifeng Ren, and Hang Su
Biogeosciences, 16, 2937–2947, https://doi.org/10.5194/bg-16-2937-2019,https://doi.org/10.5194/bg-16-2937-2019, 2019
Short summary
Spring blooms in the Baltic Sea have weakened but lengthened from 2000 to 2014
Philipp M. M. Groetsch, Stefan G. H. Simis, Marieke A. Eleveld, and Steef W. M. Peters
Biogeosciences, 13, 4959–4973, https://doi.org/10.5194/bg-13-4959-2016,https://doi.org/10.5194/bg-13-4959-2016, 2016
Short summary
A pilot project combining multispectral proximal sensors and digital cameras for monitoring tropical pastures
Rebecca N. Handcock, D. L. Gobbett, Luciano A. González, Greg J. Bishop-Hurley, and Sharon L. McGavin
Biogeosciences, 13, 4673–4695, https://doi.org/10.5194/bg-13-4673-2016,https://doi.org/10.5194/bg-13-4673-2016, 2016
Short summary
Deriving seasonal dynamics in ecosystem properties of semi-arid savanna grasslands from in situ-based hyperspectral reflectance
T. Tagesson, R. Fensholt, S. Huber, S. Horion, I. Guiro, A. Ehammer, and J. Ardö
Biogeosciences, 12, 4621–4635, https://doi.org/10.5194/bg-12-4621-2015,https://doi.org/10.5194/bg-12-4621-2015, 2015
Short summary

Cited articles

Aires, L. M., Pio, C. A., and Pereira, J. S.: The effect of drought on energy and water vapour exchange above a mediterranean C3C4 grassland in Southern Portugal, Agr. Forest Meteorol., 148, 565–579, https://doi.org/10.1016/j.agrformet.2007.11.001, 2008a. 
Aires, L. M., Pio, C. A., and Pereira, J. S.: Carbon dioxide exchange above a Mediterranean C3C4 grassland during two climatologically contrasting years, Glob. Change Biol., 14, 539–555, https://doi.org/10.1111/j.1365-2486.2007.01507.x, 2008b. 
Ansquer, P., Duru, M., Theau, J. P., and Cruz, P.: Convergence in plant traits between species within grassland communities simplifies their monitoring, Ecol. Indic., 9, 1020–1029, https://doi.org/10.1016/J.ECOLIND.2008.12.002, 2009. 
Asner, G. P., Nepstad, D., Cardinot, G., and Ray, D.: Drought stress and carbon uptake in an Amazon forest measured with spaceborne imaging spectroscopy, P. Natl. Acad. Sci. USA, 101, 6039–6044, https://doi.org/10.1073/pnas.0400168101, 2004. 
Balzarolo, M., Vescovo, L., Hammerle, A., Gianelle, D., Papale, D., Tomelleri, E., and Wohlfahrt, G.: On the relationship between ecosystem-scale hyperspectral reflectance and CO2 exchange in European mountain grasslands, Biogeosciences, 12, 3089–3108, https://doi.org/10.5194/bg-12-3089-2015, 2015. 
Download
Short summary
We compared the ability of in situ spectral and satellite sensors to estimate the productivity of Mediterranean grasslands undergoing different fertilization treatments. The objective of the study was to identify the best set of spectral predictors. In situ CO gas exchange and vegetation reflectance measurements were used for this purpose. Our results show the potential of Sentinel 2 and Landsat 8 satellites to monitor grasslands in support of a sustainable agriculture management.
Altmetrics
Final-revised paper
Preprint