Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 919-925, 2016
https://doi.org/10.5194/isprs-archives-XLI-B8-919-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
 
23 Jun 2016
PRECISION VITICULTURE FROM MULTITEMPORAL, MULTISPECTRAL VERY HIGH RESOLUTION SATELLITE DATA
Z. Kandylakis and K. Karantzalos Remote Sensing Laboratory, National Technical University of Athens Heroon Polytechniou 9, Zographos, 15780, Greece
Keywords: Vineyards, Crop Management, Selective Harvesting, Oenological potential, Phenolic composition Abstract. In order to exploit efficiently very high resolution satellite multispectral data for precision agriculture applications, validated methodologies should be established which link the observed reflectance spectra with certain crop/plant/fruit biophysical and biochemical quality parameters. To this end, based on concurrent satellite and field campaigns during the veraison period, satellite and in-situ data were collected, along with several grape samples, at specific locations during the harvesting period. These data were collected for a period of three years in two viticultural areas in Northern Greece. After the required data pre-processing, canopy reflectance observations, through the combination of several vegetation indices were correlated with the quantitative results from the grape/must analysis of grape sampling. Results appear quite promising, indicating that certain key quality parameters (like brix levels, total phenolic content, brix to total acidity, anthocyanin levels) which describe the oenological potential, phenolic composition and chromatic characteristics can be efficiently estimated from the satellite data.
Conference paper (PDF, 1262 KB)


Citation: Kandylakis, Z. and Karantzalos, K.: PRECISION VITICULTURE FROM MULTITEMPORAL, MULTISPECTRAL VERY HIGH RESOLUTION SATELLITE DATA, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B8, 919-925, https://doi.org/10.5194/isprs-archives-XLI-B8-919-2016, 2016.

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