scholarly journals UAV Based Spatiotemporal Analysis of the 2019–2020 New South Wales Bushfires

2021 ◽  
Vol 13 (18) ◽  
pp. 10207
Author(s):  
Fahim Ullah ◽  
Sara Imran Khan ◽  
Hafiz Suliman Munawar ◽  
Zakria Qadir ◽  
Siddra Qayyum

Bushfires have been a key concern for countries such as Australia for a long time. These must be mitigated to eradicate the associated harmful effects on the climate and to have a sustainable and healthy environment for wildlife. The current study investigates the 2019–2020 bushfires in New South Wales (NSW) Australia. The bush fires are mapped using Geographical Information Systems (GIS) and remote sensing, the hotpots are monitored, and damage is assessed. Further, an Unmanned Aerial Vehicles (UAV)-based bushfire mitigation framework is presented where the bushfires can be mapped and monitored instantly using UAV swarms. For the GIS and remote sensing, datasets of the Australian Bureau of Meteorology and VIIRS fire data products are used, whereas the paths of UAVs are optimized using the Particle Swarm Optimization (PSO) algorithm. The mapping results of 2019–2020 NSW bushfires show that 50% of the national parks of NSW were impacted by the fires, resulting in damage to 2.5 million hectares of land. The fires are highly clustered towards the north and southeastern cities of NSW and its border region with Victoria. The hotspots are in the Deua, Kosciu Sako, Wollemi, and Yengo National Parks. The current study is the first step towards addressing a key issue of bushfire disasters, in the Australian context, that can be adopted by its Rural Fire Service (RFS), before the next fire season, to instantly map, assess, and subsequently mitigate the bushfire disasters. This will help move towards a smart and sustainable environment.

2012 ◽  
Author(s):  
Derrick Stone

For the first time in a single volume, this book brings together more than 140 of the best walks, tracks or trails in New South Wales, which can be walked by the moderately fit individual. They are located in national parks, coastal parks, state forests, conservation reserves, historic parks and local government and public easements. Other routes follow state highways, minor roads, coastal cliffs, old gold routes, or pass bushranger haunts and back roads linking towns and historical features. Most routes do not require specialist navigation or bushcraft skills, and vary in length from a 45-minute stroll to a 4-day, 65-kilometre camping trip. Walks, Tracks and Trails of New South Wales highlights the best the state has to offer, from an outback ghost town and ancient lake beds, to Australia’s highest mountain, coastal environments and World Heritage rainforests. Easy-to-interpret maps are included to help you navigate, and the book’s size makes it convenient to bring with you on your adventures.


1986 ◽  
Vol 8 (1) ◽  
pp. 36
Author(s):  
M.D Young ◽  
R.J Delforce

Sixty licensed kangaroo shooters were interviewed in New South Wales to determine their social characteristics, incomes and shooting preferences. Two groups of shooters were identified: those who take kangaroos only for immediate, maximum short term economic gain and those who attempt to husband local kangaroo populations to their long term benefit. Amongst the latter group there is both a lack of agreement and a general uncertainty about the optimal shooting strategy to achieve the long term economic benefits they desire. New directions in research and extension are suggested with a view to rectifying this dilemma. Data on the strategies used to take kangaroos for commercial purposes and the accuracy of certam information reported to the National Parks and Wildlife Service are also described.


2012 ◽  
Vol 21 (5) ◽  
pp. 488 ◽  
Author(s):  
Michael Eburn ◽  
Stephen Dovers

Legal liability is an issue that concerns volunteer firefighters and may affect the ability of fire managers to perform their tasks. There are calls to guarantee firefighters will not be personally liable for actions undertaken in good faith. This paper reviews post-wildfire litigation in Australia and claims for compensation made against the New South Wales Rural Fire Service. Although the data are incomplete and likely to underestimate the actual claims history, analysis of the available data does show that the number of claims for compensation is small given the very large number of fires and hazard reduction burns across Australia. There is no evidence of extensive post-fire litigation or of fire agencies or firefighters being held liable for actions taken in the course of firefighting The evidence does not support assertions that there is an ‘increasing flood’ of legal claims arising from firefighting. Post-fire litigation is compared with other proceeding such as Royal Commissions and coronial inquiries. It is argued that it is not liability, but the lengthy post-event inquiry process and the risk of personal criticism that should be the concern of fire managers and firefighters.


1991 ◽  
Vol 18 (4) ◽  
pp. 331-340 ◽  
Author(s):  
Geoffrey Charles Wescott

Australia possesses a distinctive national parks and conservation reserves system, in which it is the State Governments rather than the Federal Government which owns, plans, and manages, national parks and other conservation reserves.Most Australian States declared their first national parks in the latter quarter of last century, Australia's first national park being declared in New South Wales in March 1879. These critical declarations were followed by a slow accumulation of parks and reserves through to 1968. The pace of acquisition then quickened dramatically with an eight-fold expansion in the total area of national parks between 1968 and 1990, at an average rate of over 750,000 ha per annum. The present Australian system contains 530 national parks covering 20.18 million hectares or 2.6% of the land-mass. A further 28.3 million hectares is protected in other parks and conservation reserves. In terms of the percentage of their land-mass now in national parks, the leading States are Tasmania (12.8%) and Victoria (10.0%), with Western Australia (1.9%) and Queensland (2.1%) trailing far behind, and New South Wales (3.92%) and South Australia (3.1%) lying between.The Australian system is also compared with the Canadian and USA systems. All three are countries of widely comparable cultures that have national parks covering similar percentage areas, but Canada and the USA have far fewer national parks than Australia and they are in general of much greater size. In addition, Canada and the USA ‘resource’ these parks far better than the Australians do theirs. The paper concludes that Australia needs to rationalize its current system by introducing direct funding, by the Federal Government, of national park management, and duly examining the whole system of reserves from a national rather than States' viewpoint.


2000 ◽  
Vol 51 (3) ◽  
pp. 255 ◽  
Author(s):  
N. L. Andrew ◽  
A. L. O'Neill

Aerial photography was used to estimate the representation of shallow subtidal habitats in New South Wales. Sixty sites, each between 4 and 5 hectares, were mapped with Geographical Information Systems software using ortho-rectified images digitized from 1:8000-scale photographs and ‘ground truthed’ in the field by divers. Barrens habitat covered an estimated 50% (s.e. = 3.9) of nearshore reefs between Port Stephens and Disaster Bay. Coverage of barrens habitat was greatest in Disaster Bay (68%, s.e. = 6.7) and least south of Disaster Bay (1%, s.e. = 0.3). There were clear differences among localities in the area of reef within the mapped sites; those at Cape Howe, Nadgee, and Turingal were significantly smaller in area than all others. There was no clear latitudinal trend in these differences but there was evidence of sand inundation at a site at Nadgee, where the reef was small. Differences in the densities and size-structure of the sea urchin Centrostephanus rodgersiiat 27 of the mapped sites provide a basis for testing relationships between the demography of this species and the persistence of the barrens habitat. The extensive coverage of the barrens habitat in New South Wales is likely to limit the productivity of the abalone industry. The development of a sea urchin fishery may have large impacts on habitat representation on nearshore reefs.


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