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Sequential classification of MODIS time series
Citation
Grobler, TL and Ackermann, ER and van Zyl, AJ and Kleynhans, W and Salmon, BP and Olivier, JC, Sequential classification of MODIS time series, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium 2012, 22-27 July, Munich, pp. 6236-6239. ISBN 978-1-4673-1159-5 (2012) [Refereed Conference Paper]
Copyright Statement
Copyright 2012 IEEE
DOI: doi:10.1109/IGARSS.2012.6352683
Abstract
In this paper a sequential time-varying maximum likelihood
classifier is applied on coarse resolution MODIS surface reflectance
data. It is shown that good class separability can be
obtained after considering only one year of data. Finally it
is shown that after NDVI, band 2 has the highest separability
of all the MODIS land bands, and band 6 has the lowest
separability for the presented case study.
Item Details
| Item Type: | Refereed Conference Paper |
|---|---|
| Keywords: | land cover classification, time-varying maximum likelihood classifier, time series, MODIS, sequential |
| Research Division: | Engineering |
| Research Group: | Electrical and Electronic Engineering |
| Research Field: | Signal Processing |
| Objective Division: | Environment |
| Objective Group: | Environmental and Natural Resource Evaluation |
| Objective Field: | Environmental Management Systems |
| UTAS Author: | Salmon, BP (Dr Brian Salmon) |
| UTAS Author: | Olivier, JC (Professor JC Olivier) |
| ID Code: | 82342 |
| Year Published: | 2012 |
| Deposited By: | Engineering |
| Deposited On: | 2013-01-25 |
| Last Modified: | 2017-11-06 |
| Downloads: | 0 |
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