Application of remote sensing and social media to mitigate bushfire threat in regional Australia
Paper
Paper/Presentation Title | Application of remote sensing and social media to mitigate bushfire threat in regional Australia |
---|---|
Presentation Type | Paper |
Authors | Perera, Kithsiri (Author), Tateishi, Ryutaro (Author) and Herath, Srikantha (Author) |
Journal or Proceedings Title | 2017 Australian Regional Development Conference: Conference Proceedings |
Number of Pages | 18 |
Year | 2017 |
Place of Publication | Australia |
ISBN | 9781922232588 |
Web Address (URL) of Paper | https://regionaldevelopment.org.au/archives/bop17.pdf |
Conference/Event | 2017 Australian Regional Development Conference |
Event Details | 2017 Australian Regional Development Conference Parent Australian Regional Development Conference Delivery In person Event Location Coffs Harbour, Australia |
Abstract | Bushfire behaves as an integral part of forest regeneration cycle, but when it comes to the point of a natural disaster, the impact on human settlements and the environment is massive. In Australia, bushfires have become the most disastrous natural hazards. According to the Australian Bureau of Criminology, bushfire damage recorded from 1967 to 1999 have an estimated cost about $2.5 billion excluding losses to the forest cover and the environment. After the disastrous 2009 Black Saturday bushfire in Victoria, public attention to bushfire took a new peak. The Black Saturday bushfire has killed 173 people and injured about 500 people. However, about 50% of 54,000 average annual Australian bushfires occur due to suspicious and deliberate reasons. Due to this grave situation, scientists are regularly exploring various methods to mitigate the damage from bushfires. This study focuses on a low-cost safety measure that can be powered by widely available free satellite images and social media to mitigate the bushfire disasters, particularly in regional Australia. The prime focus of this study is to educate rural communities about the behaviour of the bushfire using semi real-time MODIS satellite imagery. These satellite imagery based bushfire contents or Media GIS contents will be available for local communities through social media to encourage people in participate of disaster mitigation efforts. MODIS data can be linked with Google high-resolution images and information gathered from participatory GIS to deliver precise and latest bushfire information. Collected Participatory GIS (PGIS) data can be used to enrich the GIS database to improve the safety of rural communities in bushfire hazards. Also, PGIS can be used as a tool to widen the discussions among local communities in natural disasters. |
Keywords | bushfires, rural communities, MODIS, media GIS, Participatory GIS (PGIS) |
ANZSRC Field of Research 2020 | 419999. Other environmental sciences not elsewhere classified |
Public Notes | No evidence of copyright restrictions preventing deposit of Published version. |
Byline Affiliations | School of Civil Engineering and Surveying |
Chiba University, Japan | |
United Nations University, Japan | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q663v/application-of-remote-sensing-and-social-media-to-mitigate-bushfire-threat-in-regional-australia
Download files
155
total views113
total downloads0
views this month0
downloads this month
Export as
Related outputs
Identifying human elephant conflict hotspots through satellite remote sensing and GIS to support conflict mitigation
Gunawansa, Thakshila D., Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita K.. 2024. "Identifying human elephant conflict hotspots through satellite remote sensing and GIS to support conflict mitigation ." Remote Sensing Applications: Society and Environment. 35. https://doi.org/10.1016/j.rsase.2024.101261Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery
Gunawansa, Thakshila D., Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita. 2023. "Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery." International Journal of Remote Sensing. 44 (16), pp. 5121-5146. https://doi.org/10.1080/01431161.2023.2244644The human-elephant conflict in Sri Lanka: history and present status
Gunawansa, Thakshila, Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita K.. 2023. "The human-elephant conflict in Sri Lanka: history and present status." Biodiversity and Conservation. 32 (10), pp. 3025-3052. https://doi.org/10.1007/s10531-023-02650-7Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data
Apan, Armando, Andrew, Ogbaje, Paudyal, Dev Raj and Perera, Kithsiri. 2023. "Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data." ISPRS International Journal of Geo-Information. 12 (194), pp. 1-26. https://doi.org/10.3390/ijgi12050194GIS, an Essential Technology for Civil Engineering Education in Developing Countries
Perera, Kithsiri, Tateishi, Ryutaro and Goh, Steven. 2021. "GIS, an Essential Technology for Civil Engineering Education in Developing Countries." Advancements in Civil Engineering & Technology. 4 (5), pp. 1-4. https://doi.org/10.31031/ACET.2021.04.000599Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier
Gunawansa, Thakshila, Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita. 2022. "Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier." Journal of Advances in Engineering and Technology. I (I), pp. 049-1 to 049-10.A Combined Approach of Remote Sensing, GIS, and Social Media to Create and Disseminate Bushfire Warning Contents to Rural Australia
Perera, Kithsiri, Tateishi, Ryutaro, Akihiko, Kondho and Herath, Srikantha. 2021. "A Combined Approach of Remote Sensing, GIS, and Social Media to Create and Disseminate Bushfire Warning Contents to Rural Australia." Earth. 2 (4), pp. 715-730. https://doi.org/10.3390/earth2040042Why civil engineers need education of GIS and remote sensing in developing countries?
Perera, Kithsiri, Tateishi, Ryutaro and Goh, Steven. 2019. "Why civil engineers need education of GIS and remote sensing in developing countries?" 2019 Education Research in Law and Engineering Symposium (ELERS 2019). Toowoomba, Australia 30 Sep 2019 Toowoomba, Australia.Supporting elephant conservation in Sri Lanka through MODIS imagery
Perera, Kithsiri and Tateishi, Ryutaro. 2012. "Supporting elephant conservation in Sri Lanka through MODIS imagery." Entekhabi, Dara, Honda, Yoshiaki, Sawada, Haruo, Shi, Jiancheng and Oki, Taikan (ed.) Asia-Pacific Remote Sensing Conference (SPIE 2012) . Kyoto, Japan 29 Oct - 01 Nov 2012 Japan. https://doi.org/10.1117/12.979382
Application of Modis data to assess the latest forest cover changes of Sri Lanka
Perera, Kithsiri, Herath, Srikantha, Apan, Armando and Tateishi, Ryutaro. 2013. "Application of Modis data to assess the latest forest cover changes of Sri Lanka." Ogleby, Cliff (ed.) 22nd Annual Photogrammetry, Remote Sensing and Spatial Information Science Congress (ISPRS 2012): Imaging a Sustainable Future. Melbourne, Australia 25 Aug - 01 Sep 2012 Australia. Copernicus GmbH. https://doi.org/10.5194/isprsannals-I-7-165-2012Impact of climate change on water resources in MENA countries: an assessment of temporal changes of land cover/land use and water resources using multi-temporal MODIS and Landsat data and GIS techniques
Pathirana, Sumith, Perera, Kithsiri and Hobeichi, Sanaa. 2015. "Impact of climate change on water resources in MENA countries: an assessment of temporal changes of land cover/land use and water resources using multi-temporal MODIS and Landsat data and GIS techniques." International Symposium on Remote Sensing (ISRS 2015). Tainan, Taiwan 22 - 24 Apr 2015Assisting mitigation of bushfire threat in regional Australia through MODIS imagery based media GIS
Perera, Kithsiri, Tateishi, Ryutaro and Herath, Srikantha. 2015. "Assisting mitigation of bushfire threat in regional Australia through MODIS imagery based media GIS." 23rd CEReS International Symposium, the 18th Symposium on Environment Remote Sensing, the 3rd Symposium on Microsatellites for Remote Sensing 2015. Chiba, Japan 01 - 02 Dec 2015 Chiba, Japan.MODIS data based semi-real time media GIS contents to support natural disaster mitigation
Perera, Kithsiri and Tateishi, Ryutaro. 2014. "MODIS data based semi-real time media GIS contents to support natural disaster mitigation." International Journal of Multidisciplinary Studies. 1 (2).Assessing land use of lower Mekong basin using multi-temporal MODIS imagery
Perera, Kithsiri, Herath, Srikantha and Tateishi, Ryutaro. 2014. "Assessing land use of lower Mekong basin using multi-temporal MODIS imagery." 57th Autumn Conference of the Remote Sensing Society of Japan (RSSJ 2014). Kyoto, Japan 06 - 07 Nov 2014 Tokyo, Japan.Mapping Mekong River Basin land cover to support food production
Perera, Kithsiri, Herath, Srikantha and Tateishi, Ryutaro. 2013. "Mapping Mekong River Basin land cover to support food production." 55th Autumn Conference of the Remote Sensing Society of Japan. Fukushima, Japan 21 - 22 Nov 2013Application of MODIS data to assess the latest forest cover changes of Sri Lanka
Perera, Kithsiri. 2013. "Application of MODIS data to assess the latest forest cover changes of Sri Lanka." Asian Journal of Geoinformatics. 13 (1), pp. 1-8.