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

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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. 
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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. 
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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.
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