An Approach For Identifying The Forest Fire Using Land Surface Imagery By Locating The Abnormal Temperature Distribution
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 14, Issue 3
Abstract
Forest fires have a detrimental impact on economy and environment. The rapid distribution of the fire could cause many causalities and a lot of effort is required to control. To overcome this problem it is highly important to detect forest fire before it spread its wing on the surroundings. Till to date, many of the approaches like smoke velocity distribution, usage of sensors, sounding systems and usage of thermal images have been applied in forest surveillance and found to be ineffective. In this paper, we present an improved system for identification of forest fire by using land surface temperature satellite imagery. From these images an analysis is carried out to identify the mean wavelengths of abnormal temperature distribution when compared to the surroundings on a small region and the mean wavelength for forest fires exceeds 10.14 from the experimentation. If the mean wavelength is beyond 10.14, it is treated as no forest fire. This approach uses kmean clustering and haar wavelet, resulting an average accuracy rate of 89.5 %
Authors and Affiliations
S Anitha
Keywords
Related Articles
- EP ID EP157143
- DOI -
- Views 108
- Downloads 0
Processing of Top-k Selection Queries in Relational Database System
Abstract: In many applications, users specify target values for certain attributes, without requiring exact matches to these values in return. Instead, the result to such queries is typically a rank of the top-k tu...
Collective Behavior of social Networking Sites
Now a days a huge data is generated by social media like Facebook, Twitter, Flickr, and YouTube This big data present opportunities and challenges to study collective behavior of data. In this work, we predict collective...
Personal Financial Assistant
Abstract: Managing our finances has always been an important part of our life. While it is easy to let situation define our expenses, it becomes exceedingly difficult to keep track of all the spending, and is not very ap...
Application for Women Safety
Abstract: This project presents an alert system for Women safety detection using common commerciallyavailable electronic devices to both detect the problem and alert authorities. We use an Android based smartphone...
Low-Cost Bus Tracking System Using Area-Trace Algorithm
This paper proposes a low-cost Bus Tracking System that uses GPS and allows the user to know the bus location on their mobile phone. It has an advantage that it does not use any internet data for the users to be,notified...