Recipient of the 2010 Outstanding Master's Thesis Award - Second Place.
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Open Access Thesis
The goal of this study was to produce and analyze a heat loss map of the University of the Northern Iowa campus using thermal infrared remote sensing data. Aerial data with the spatial resolution of 0.29m and radiometric resolution of 14 bit was collected. A model for the pixel to radiance and temperature conversion was developed with its parameters estimated with an R2 of 0. 78. Temperature imagery was shown to be consistent over the time of the survey and accurate to within l.2°C. The temperature map then was used to assess the conditions of the rooftops and steam pipelines present in the study area. Analysis of the temperature map revealed a number of rooftops that may be subject to the insulation improvement. Several hot spots were also identified as faults in the insulation of steam pipelines. High-resolution thermal infrared imagery proved to be a highly effective tool for precise heat anomaly detection. Data obtained in this survey is now being used by Facilities Planning department of the University of the Northern Iowa as part of the effective maintenance of buildings and grounds.
Year of Submission
Year of Award
Master of Arts
Department of Geography
Ramanathan Sugumaran, Chair, Thesis Committee
1 PDF file (viii, 71 pages)
©2008 Alexander Savelyev
Savelyev, Alexander, "Surface temperature mapping of the University of Northern Iowa campus using high resolution thermal infrared aerial imagery" (2008). Theses and Dissertations @ UNI. 557.