Spatio-temporal evolution of crop fields in Sentinel-2 Satellite Image Time Series

2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, MultiTemp 2017

Volumn , Issue , 2017, Pages

  Solano Correa, Yady Tatiana ^a,b   Bovolo, Francesca ^a   Bruzzone, Lorenzo ^b   Fernandez Prieto, Diego ^c  

^a FONDAZIONE BRUNO KESSLER   (Italy)

^b UNIVERSITY OF TRENTO   (Italy)

^c ESA ESRIN   (Italy)

Author keywords

Agriculture; Precision agriculture; Satellite Image Time Series; Sentinel 2; Spatio temporal mapping

Indexed keywords

AGRICULTURE; CROPS; ECONOMIC AND SOCIAL EFFECTS; MAPPING; REMOTE SENSING; SATELLITE IMAGERY; SATELLITES; TIME SERIES;

AGRICULTURE APPLICATIONS; CONNECTED COMPONENT LABELING; PRECISION AGRICULTURE; SATELLITE IMAGES; SENTINEL-2; SPATIAL AND TEMPORAL RESOLUTIONS; SPATIO TEMPORAL; SPATIOTEMPORAL EVOLUTION;

IMAGE ANALYSIS;

EID: 85032366600     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/Multi-Temp.2017.8035236     Document Type: Conference Paper

References (8)

1. A. Julea, N. Méger, P. Bolon, C. Rigotti, M.P. Doin, C. Lasserre, E. Trouvé, V. Lazarescu, "Unsupervised spatiotemporal mining of satellite image time series using grouped frequent sequential patterns," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 4, pp. 1417-1430, 2011.
2. Y. Xie, Z, Sha and M. Yu, "Remote sensing imagery in vegetation mappung: a review," J. Plant Ecol., vol. 1, no. 1, pp. 9-23, 2008.
3. B. Martinez and M. A. Gilabert, "Vegetation dynamics from NDVI time series analysis using the wavelet transform," Remote Sens. Environ., vol. 113, pp. 1823-1842, 2009.
4. D. Ziou and S. Tabbone, "Edge detection techniques: An overview," Int. J. of Pattern Recognit. Image Anal., vol. 8, no. 4, pp. 537-559, 1998.
5. H. Samet and M. Tamminen, "Efficient component labeling of images of arbitrary dimension represented by linear bin trees," in IEEE Trans. Pattern Anal. Mach. Intell., vol. 10, no. 4, pp. 579-586, 1988.
6. ESA-Sen2Cor Configuration and User Manual, available online: http://step.esa.int/main/third-party-plugins-2/sen2cor/ (Feb. 2017).
7. J. Delegido, J. Verrelst, L. Alonso and J. Moreno, "Evaluation of Sentinel-2 red edge bands for empirical estimation of green LAI and chlorophyll content," Sensors, vol. 11, no. 7, pp. 7063-7081, 2011.
8. Y. Gu, J. F. Brown, J. P. Verdin and B. Wardlow, "A five-year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the US," Geophys. Res. Lett., vol. 34, no. 6, 2007.