Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia

Fabian Surya Pramudya, Michael Holton Price, Agung Budi Harto, Ketut Wikantika, Rebecca Bliege Bird

Research output: Contribution to conferencePaper

Abstract

Covered by arid and semi-arid desert, 70 percent of Australia mainland has known for years for it's social and cultural phenomenon of Aborigin people, the indigenous Australian tribes. Several comunities of Aboriginal tribes, such as Martu people, has developed methods according to genders, to meet their daily needs of food during the cool-dry season from May to August. Men focus on gun hunting, while the women focus on hunting wooden or iron digging sticks and burning small fires on a regular basis to support their foraging activities. Many researchers suggested that moderate and repeated burning has several positive impacts to the surrounding biotic web and terrestrial biodiversity, while preventing habitat loss at the local scale. Remote Sensing method, such as aerial photography and satellite imagery, are suitable technology that developed to acquire certain data or information in large-scale measurement especially in quantify past and present fire activity at spatial scales useful for a range of fire and vegetation management applications. In this research, an ununiformed illumination of Australian Panchromatic 1953 aerial image repository were reconstructed to widen the known information obtained using Landsat satellite mission data sets from 1970's. The geometric reconstruction of the imagery was done using GCP acquired from Panchromatic Landsat 8 data using still land objects. The radiometric reconstruction was done using Contrast Limited Adaptive Histogram Equalization method, to the non-uniform illumination on each flight path and stitched into mosaic. The objective of this research is to evaluate the effectiveness of methods in Object Based Image Analysis (OBIA) feature extraction by using GLCM in very limited spectral information by comparing advance segmentation technique, the Multiresolution Segmentation and Segmentation.

Original languageEnglish (US)
StatePublished - Jan 1 2015
Event36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015 - Quezon City, Metro Manila, Philippines
Duration: Oct 24 2015Oct 28 2015

Other

Other36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015
CountryPhilippines
CityQuezon City, Metro Manila
Period10/24/1510/28/15

Fingerprint

Fires
Antennas
Lighting
Aerial photography
Flight paths
Satellite imagery
Biodiversity
Image analysis
Feature extraction
Remote sensing
Satellites
Iron

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Cite this

Pramudya, F. S., Price, M. H., Harto, A. B., Wikantika, K., & Bliege Bird, R. (2015). Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia. Paper presented at 36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015, Quezon City, Metro Manila, Philippines.
Pramudya, Fabian Surya ; Price, Michael Holton ; Harto, Agung Budi ; Wikantika, Ketut ; Bliege Bird, Rebecca. / Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia. Paper presented at 36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015, Quezon City, Metro Manila, Philippines.
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Pramudya, FS, Price, MH, Harto, AB, Wikantika, K & Bliege Bird, R 2015, 'Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia' Paper presented at 36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015, Quezon City, Metro Manila, Philippines, 10/24/15 - 10/28/15, .

Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia. / Pramudya, Fabian Surya; Price, Michael Holton; Harto, Agung Budi; Wikantika, Ketut; Bliege Bird, Rebecca.

2015. Paper presented at 36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015, Quezon City, Metro Manila, Philippines.

Research output: Contribution to conferencePaper

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AU - Bliege Bird, Rebecca

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Pramudya FS, Price MH, Harto AB, Wikantika K, Bliege Bird R. Anthropogenic fire regime detection using 1953 aerial photograph repository from the western desert of Australia. 2015. Paper presented at 36th Asian Conference on Remote Sensing: Fostering Resilient Growth in Asia, ACRS 2015, Quezon City, Metro Manila, Philippines.