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County Level Population Estimation Using Knowledge-Based Image Classification and Regression Models
This paper presents methods and results of county-level population estimation using Landsat Thematic Mapper (TM) images of Denton County and Collin County in Texas. Landsat TM images acquired in March 2000 were classified into residential and non-residential classes using maximum likelihood classification and knowledge-based classification methods. Accuracy assessment results from the classified image produced using knowledge-based classification and traditional supervised classification (maximum likelihood classification) methods suggest that knowledge-based classification is more effective than traditional supervised classification methods. Furthermore, using randomly selected samples of census block groups, ordinary least squares (OLS) and geographically weighted regression (GWR) models were created for total population estimation. The overall accuracy of the models is over 96% at the county level. The results also suggest that underestimation normally occurs in block groups with high population density, whereas overestimation occurs in block groups with low population density.
Date:
August 2010
Creator:
Nepali, Anjeev
Object Type:
Thesis or Dissertation
System:
The UNT Digital Library
Master's Recital: 2010-01-24 - Kiel Senninger, modern and baroque trumpet
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
January 24, 2010
Creator:
Senninger, Kiel
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-02-02 - Elizabeth Jackson, soprano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
February 2, 2010
Creator:
Jackson, Elizabeth
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-02-08 - Grant W. Harbison, trumpet and baroque trumpet
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
February 8, 2010
Creator:
Harbison, Grant W.
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-02-20 - Heesun Yun, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
February 20, 2010
Creator:
Yun, Hee Sun
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-05-25 - Kyung Hyun Kim, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
May 25, 2010
Creator:
Kim, Kyung Hyun
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-05-25 - Sooyun Kim, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
May 25, 2010
Creator:
Kim, Sooyun (Pianist)
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-06-13 - Mai Kokubo, euphonium
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
June 13, 2010
Creator:
Kokubo, Mai
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-06-26 - Barbara Schettler, mezzo-soprano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
June 26, 2010
Creator:
Schettler, Barbara
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-10-16 - Jesse Orth, tuba
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
October 31, 2010
Creator:
Orth, Jesse
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-10-18 - Ying Cai, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
October 18, 2010
Creator:
Cai, Ying (Pianist)
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-10-24 - Hyochan Kim, piano
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Recital presented at the UNT College of Music Voertman Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
October 24, 2010
Creator:
Kim, Hyochan
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-11-12 - Erin Schneider, flute
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Recital presented at the UNT College of Music Voertman Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
November 12, 2010
Creator:
Schneider, Erin
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-11-13 - Jiři Levíček , piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
November 13, 2010
Creator:
Levíček, Jiři
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-11-18 - Min Kyung Kim, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the master of Music (MM) degree.
Date:
November 18, 2010
Creator:
Kim, Min Kyung, 1983-
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-11-19 - Chris McWilliams, percussion
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
November 19, 2010
Creator:
McWilliams, Chris
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-04-11 - Alejandro A. Tellez-Vargas, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
April 11, 2010
Creator:
Tellez-Vargas, Alejandro A.
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-02-13 - So Young Cho, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
February 13, 2010
Creator:
Cho, So Young
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-04-24 - Marisa Kelegian, flute
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Use of this item is restricted to the UNT Community
Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
April 24, 2010
Creator:
Kelegian, Marisa
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-05-25 - Alejandro A. Tellez-Vargas, piano
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
May 25, 2010
Creator:
Tellez-Vargas, Alejandro A.
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-06-05 - Chul Woong Chang, baritone
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
June 5, 2010
Creator:
Chang, Chul Woong
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-10-30 - Angelene Shultz, violin
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Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
October 30, 2010
Creator:
Shultz, Angelene
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-11-10 - Ha Na Do, piano
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Use of this item is restricted to the UNT Community
Recital presented at the UNT College of Music Voertman Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
November 10, 2010
Creator:
Do, Ha Na
Object Type:
Sound
System:
The UNT Digital Library
Master's Recital: 2010-04-01 - Sung-Yun Kim, piano
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Use of this item is restricted to the UNT Community
Recital presented at the UNT College of Music Recital Hall in partial fulfillment of the Master of Music (MM) degree.
Date:
April 1, 2010
Creator:
Kim, Sung-Yun
Object Type:
Sound
System:
The UNT Digital Library