MODIS and Landsat TM image fusion using the SIFuLAP method for mapping the Brazilian savannas (Cerrado).

作者: M.E. Schaepman , J.G.P.W. Clevers , R. Zurita Milla , M. Wachowicz , F. Weimar Acerbi

DOI: 10.5167/UZH-77932

关键词:

摘要: The Cerrado is the second largest biome in Brazil, covering an area of about 2 million km2. However, recent estimates revealed that more than one third was already converted into other land cover types. This paper presents a multi-temporal data fusion experiment where Landsat TM image (30 m) fused with series MODIS images (250-500 m). Moreover, simplified method based on Laplacian pyramid concept (SIFuLAP) illustrated. objective to assess ability reflect seasonal patterns Cerrado. In order do that, NDVI temporal profiles were derived from and subsequently compared ones obtained original images. addition, products used attempt improve classification accuracy results showed profiles, images, efficient behaviour improved using as additional information classifier.

参考文章(22)
J RATTER, The Brazilian Cerrado Vegetation and Threats to its Biodiversity Annals of Botany. ,vol. 80, pp. 223- 230 ,(1997) , 10.1006/ANBO.1997.0469
M. González‐Audícana, X. Otazu, O. Fors, A. Seco, Comparison between Mallat's and the ‘à trous’ discrete wavelet transform based algorithms for the fusion of multispectral and panchromatic images International Journal of Remote Sensing. ,vol. 26, pp. 595- 614 ,(2005) , 10.1080/01431160512331314056
Quan Wang, John D. Tenhunen, Vegetation mapping with multitemporal NDVI in North Eastern China Transect (NECT) International Journal of Applied Earth Observation and Geoinformation. ,vol. 6, pp. 17- 31 ,(2004) , 10.1016/J.JAG.2004.07.002
J. Cihlar, L. St.-Laurent, J.A. Dyer, Relation between the normalized difference vegetation index and ecological variables Remote Sensing of Environment. ,vol. 35, pp. 279- 298 ,(1991) , 10.1016/0034-4257(91)90018-2
P. Burt, E. Adelson, The Laplacian Pyramid as a Compact Image Code IEEE Transactions on Communications. ,vol. 31, pp. 671- 679 ,(1983) , 10.1109/TCOM.1983.1095851
L. G. Ferreira, A. R. Huete, Assessing the seasonal dynamics of the Brazilian Cerrado vegetation through the use of spectral vegetation indices International Journal of Remote Sensing. ,vol. 25, pp. 1837- 1860 ,(2004) , 10.1080/0143116031000101530