Browsing Conference Publications by Subject "Land cover change"

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An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data

Author: Kleynhans, W ; Salmon, BP ; Olivier, JC ; Wessels, Konrad J ; Van den Bergh, F Date: Jul 2011 Human settlement expansion is one of the most pervasive forms of land cover change in the Gauteng province of South Africa. A method for detecting new settlement developments in areas that are typically covered by natural vegetation using ... Read more
Comparison of feature extraction methods within a spatio-temporal land cover change detection framework

Author: Kleynhans, W ; Salmon, BP ; Olivier, JC ; Wessels, Konrad J ; Van den Bergh, F Date: Jul 2011 In this paper, a change detection accuracy comparison is made between a recently proposed EKF method and a sliding window. Fast Fourier Transform(FFT) alternative within a spatio-temporal change detection framework. Both methods produce a ... Read more
Detection of land cover change using an Artificial Neural Network on a time-series of MODIS satellite data

Author: Olivier, JC ; Araya, ST ; Wessels, Konrad J Date: Nov 2007 An Artificial Neural Network (ANN) is proposed to detect human-induced land cover change using a sliding window through a time-series of Moderate Resolution Imaging Spectroradiometer (MODIS) satellite surface reflectance pixel values. Training ... Read more

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Browsing Conference Publications by Subject "Land cover change"

Browsing Conference Publications by Subject "Land cover change"

Browse

All of ResearchSpace

This Collection

Quick Links

Legislation and compliance

General Enquiries

Social Connect