eemont.imagecollection.tasseledCap
- eemont.imagecollection.tasseledCap(self)[source]
Calculates tasseled cap brightness, wetness, and greenness components for all images in the collection.
Tasseled cap transformations are applied using coefficients published for these supported platforms:
Sentinel-2 MSI Level 1C 1
Landsat 8 OLI TOA 2
Landsat 7 ETM+ TOA 3
Landsat 5 TM Raw DN 4
Landsat 4 TM Raw DN 5
Landsat 4 TM Surface Reflectance 6
MODIS NBAR 7
- Parameters
self (ee.ImageCollection) – Image Collection to calculate tasseled cap components for. Must belong to a supported platform.
- Returns
Image Collection with the tasseled cap components as new bands in each image.
- Return type
ee.ImageCollection
References
- 1
Shi, T., & Xu, H. (2019). Derivation of Tasseled Cap Transformation Coefficients for Sentinel-2 MSI At-Sensor Reflectance Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1–11. doi:10.1109/jstars.2019.2938388
- 2
Baig, M.H.A., Zhang, L., Shuai, T. and Tong, Q., 2014. Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance. Remote Sensing Letters, 5(5), pp.423-431.
- 3
Huang, C., Wylie, B., Yang, L., Homer, C. and Zylstra, G., 2002. Derivation of a tasselled cap transformation based on Landsat 7 at-satellite reflectance. International journal of remote sensing, 23(8), pp.1741-1748.
- 4
Crist, E.P., Laurin, R. and Cicone, R.C., 1986, September. Vegetation and soils information contained in transformed Thematic Mapper data. In Proceedings of IGARSS’86 symposium (pp. 1465-1470). Paris: European Space Agency Publications Division.
- 5
Crist, E.P. and Cicone, R.C., 1984. A physically-based transformation of Thematic Mapper data—The TM Tasseled Cap. IEEE Transactions on Geoscience and Remote sensing, (3), pp.256-263.
- 6
Crist, E.P., 1985. A TM tasseled cap equivalent transformation for reflectance factor data. Remote sensing of Environment, 17(3), pp.301-306.
- 7
Lobser, S.E. and Cohen, W.B., 2007. MODIS tasselled cap: land cover characteristics expressed through transformed MODIS data. International Journal of Remote Sensing, 28(22), pp.5079-5101.
Examples
>>> import ee, eemont >>> ee.Authenticate() >>> ee.Initialize() >>> col = ee.ImageCollection("LANDSAT/LT05/C01/T1") >>> col = col.tasseledCap()