Land cover classification of active fire and burned area detections for Canadian provinces, 2001-2010.
This thesis is a methodological analysis of fire locations in Canadian provinces from 2001 to 2010. The research presented in this thesis highlights the dominant fire types for each province. Accurately locating active fires and burned area is critical to improving emissions estimates of greenhouse...
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| Format: | Text |
| Language: | English |
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ThinkIR: The University of Louisville's Institutional Repository
2012
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| Online Access: | https://ir.library.louisville.edu/etd/737 https://doi.org/10.18297/etd/737 https://ir.library.louisville.edu/context/etd/article/1736/viewcontent/5169.pdf |
| Summary: | This thesis is a methodological analysis of fire locations in Canadian provinces from 2001 to 2010. The research presented in this thesis highlights the dominant fire types for each province. Accurately locating active fires and burned area is critical to improving emissions estimates of greenhouse gases and black carbon in northern latitudes. Black carbon and emissions are climate changers. Continual release of emissions from a source location has been shown to alter the atmosphere near the source. Black carbon, or soot ash, deposited on arctic snow and ice leads to faster deterioration of the snow and ice. Detected fires and burned areas are recorded by the MODIS satellite sensor on-board the geo-synchronous orbiting Terra and Aqua satellite platforms. The Introduction and Present Study sections introduce the topic. Satellite data and imagery greatly increase accuracy of emissions estimates and aid emergency response teams and hazard monitoring situations. Infrared sensors onboard the Aqua and Terra satellites allow scientists, emergency planners, and citizens to monitor fires that may be hazardous to their lives, property, and families. The MODIS sensor also allows us the unique perspective of spatially locating fires and their areal extent. The Data section describes the technological specifications of the three remote sensing products: MODIS Active Fire Product, MODIS Burned Area Product, and MODIS Land Cover Dataset. The Literature Review section situates this thesis into its historical perspective. Remote sensing is a new science; new techniques are being developed daily. This exciting new science allows researchers to study the specific wavelengths of light that are not visible to the naked eye. The Methodology section justifies the use of the techniques used in this project and presents a past study that was conducted to test the various products available in order to produce the most accurate picture of what is occurring on the ground. The Results and Conclusions present the spatial and temporal ... |
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