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Prediction of Concrete Bridge Deck Condition Ratting Based on Climate Data in Addition to Bridge Data: Five States as a Case Study
Evaluating the impact of learning from climate data, in addition to bridge data, on the performance of concrete deck condition rating prediction is critical for identifying the right data needed to enhance bridge maintenance decision making. Few studies have considered such an evaluation and utilized a small size of samples that prevent revealing the knowledge hidden within the big size of data. Although, such evaluation over big data seems quite necessary, class imbalance problem makes it challenging. To alleviate such a problem, five states, including Alabama, Iowa, New York, Pennsylvania, and South Carolina, were selected as the case study. Not only are the states located in three different climatically consistent regions defined by the National Ocean and Atmospheric Administration (NOAA), but also their concrete deck conditions ratings are somewhat balanced. To conduct the evaluation, this research developed the bridge data set pertaining to 56,288 bridges across the afore-mentioned states through employing the GIS technology. The bridge data set contains bridge data derived from National Bridge Inventory (NBI), and climate data derived from Parameter-elevation Relationships on Independent Slopes Model (PRISM) climate maps and NOAA. Then, two machine learning algorithms, including random forest and GBM, were trained - with and without climate …
Date:
June 2022
Creator:
Fard, Fariba
Object Type:
Text
System:
The UNT Digital Library
Oral History Interview with Mary Dickinson, June 25, 2019
Access:
Use of this item is restricted to the UNT Community
Transcript of an interview with designer Mary Dickinson discussing her education and influences that caused her to get involved with sustainable design projects, particularly around sourcing non-toxic materials and complying with LEED (Leadership in Energy and Environmental Design) standards.
Date:
June 25, 2019
Creator:
Stark, Johnnie & Dickinson, Mary J.
Object Type:
Book
System:
The UNT Digital Library
[Transcript of an interview with Zilpha Etta Scott Dockery]
Transcript of an interview with Zilpha Etta Scott Dockery about her life published in the Dallas Morning News on January 17, 1902. Dockery had the distinction of living in three centuries (the 18th, 19th, and 20th). Transcriber Mike Anglin, Dockery's great-great-great grandson, has provided footnotes with more information about the subjects mentioned.
Date:
April 7, 2019
Creator:
Anglin, Michael W.
Object Type:
Text
System:
The UNT Digital Library
[Transcript: Memoir of Cornelia Garner]
Transcript of handwritten notes written by Cornelia Garner describing what she remembers of moving to Texas as a child, living on a farm in Navarro County, managing a ranch and making cloth during the Civil War, and various other details that she remembered. There are notes and annotations added to the end for clarification.
Date:
2019
Creator:
Treadwell, Cornelia Evelyn Garner
Object Type:
Text
System:
The Portal to Texas History
Oral History Interview with Charles Leroy "Lee" Smith, December 20, 2018
Access:
Use of this item is restricted to the UNT Community
Transcript of an interview with Charles Leroy "Lee" Smith, U.S. Air Force veteran and private pilot. Smith recounts his experiences at the University of Alabama and in the US Air Force, Flight School at Lackland Air Force Base in San Antonio, TX, and Basic Training in Mississippi. He speaks of his assignments in Keflavik, Iceland, Red Bluff, CA, and NORAD Sector as Captain in electronics and communications. He was Certified for the F-102 at Perrin Air Force Base, Sherman, TX. He tells of his experiences while assigned to combat squadron in Saigon during Vietnam War, and his life after Vietnam era and his work experiences flying world-wide for businesses and the private sector, particularly as pilot for Frank Sinatra.
Date:
December 20, 2018
Creator:
Ferguson, J. Michael & Smith, Lee (Charles Leroy), 1932-
Object Type:
Book
System:
The UNT Digital Library
Gulf of Mexico Marine Debris Project - Historical
This website provides historical information about the Gulf of Mexico Marine Debris Project to identify and clean up debris around the Gulf coast after Hurricanes Katrina and Rita.
Date:
2018-09-19~
Creator:
Marine Debris Program (U.S.)
Object Type:
Website
System:
The UNT Digital Library
[Transcript of The Civil War Diary of Dr. John Henry Bass]
Transcript of the diary of D. John Henry Bass documenting his time in the Confederate Army, including his observations, notes about the progress of the war and various skirmishes, and being wounded.
Date:
June 6, 2017
Creator:
Kuenstler, Jewellee
Object Type:
Text
System:
The Portal to Texas History
Oral History Interview with Charles H. Tucker, April 18, 2017
The National Museum of the Pacific War presents an oral interview with Charles H. Tucker from Orange, California. He discusses volunteering for the U.S. Army Air Corps in 1943 and going to basic training in Miami Beach, Florida, then going to Aircraft Armament School in Buckley Field, Colorado, and finally air gunnery school in Fort Myers, Florida. In air gunnery school, Mr. Tucker learned to shoot in B-17 by shooting into the Gulf of Mexico. After gunnery school he was sent to the B-25 crew training at Columbia, South Carolina for 5 months. After Mr. Tucker completed his training, he was transferred to Dacca to a B-25 base and joined the 10th Air Force, the 12th Bomb Group. When he arrived his crew pilots were reassigned, and Mr. Tucker was not able to fly much until he was assigned to a regular crew again. Mr. Tucker was put in the 729th bomb squadron tasked with supporting the British 14th Army against the Japanese forces in Burma. The campaign he was involved in ended in May 1945 with the capture of Rangoon, the main city of Burma and Mr. tucker was in one of the squadron planes that flew over the …
Date:
April 18, 2017
Creator:
Tucker, Charles H.
Object Type:
Text
System:
The Portal to Texas History
Oral History Interview with Charles H. Tucker, April 18, 2017
The National Museum of the Pacific War presents an oral interview with Charles H. Tucker from Orange, California. He discusses volunteering for the U.S. Army Air Corps in 1943 and going to basic training in Miami Beach, Florida, then going to Aircraft Armament School in Buckley Field, Colorado, and finally air gunnery school in Fort Myers, Florida. In air gunnery school, Mr. Tucker learned to shoot in B-17 by shooting into the Gulf of Mexico. After gunnery school he was sent to the B-25 crew training at Columbia, South Carolina for 5 months. After Mr. Tucker completed his training, he was transferred to Dacca to a B-25 base and joined the 10th Air Force, the 12th Bomb Group. When he arrived his crew pilots were reassigned, and Mr. Tucker was not able to fly much until he was assigned to a regular crew again. Mr. Tucker was put in the 729th bomb squadron tasked with supporting the British 14th Army against the Japanese forces in Burma. The campaign he was involved in ended in May 1945 with the capture of Rangoon, the main city of Burma and Mr. tucker was in one of the squadron planes that flew over the …
Date:
April 18, 2017
Creator:
Tucker, Charles H.
Object Type:
Sound
System:
The Portal to Texas History
Happy Hunting Ground
Collection of popular folklore from Central and South America, including Mexican ballads, primitive art, cowboy dances, reptile myths, superstitions, Indian pictographs, and other folktales. The index begins on page 127.
Date:
2017
Creator:
Texas Folklore Society & Dobie, J. Frank (James Frank), 1888-1964
Object Type:
Book
System:
The UNT Digital Library
Mexican Border Ballads and Other Lore
Collection of popular folklore from Mexico and Texas, including ballads, personal anecdotes, folktales of the Alabama-Coushatta Indians and other miscellaneous legends. The index begins on page 141.
Date:
2017
Creator:
Boatright, Mody C.
Object Type:
Book
System:
The UNT Digital Library
Straight Texas
Volume of popular folklore of Texas, including tales about the origins of various cities and towns, personal anecdotes, songs, superstitions and other miscellaneous legends. The index begins on page 341.
Date:
2017
Creator:
Dobie, J. Frank
Object Type:
Book
System:
The UNT Digital Library
The Sunny Slopes of Long Ago
Volume of popular folklore of Western America, including ballads, cowboy stories, myths, folk songs and other miscellaneous folklore. The index begins on page 201.
Date:
2017
Creator:
Hudson, Wilson M.
Object Type:
Book
System:
The UNT Digital Library
What Climate Change Means for Alabama
Fact sheet describing state-specific impacts that global warming will have on the people, ecosystems, and wildlife in Alabama.
Date:
August 2016
Creator:
United States. Environmental Protection Agency.
Object Type:
Pamphlet
System:
The UNT Digital Library
Oral History Interview with Ruth (Rob) Shivers, April 29, 2016
Access:
Use of this item is restricted to the UNT Community
Interview with Rob Shivers, a Dallas-area LGBT activist from Birmingham, Alabama. Shivers discusses discovering her sexuality, her relationships, nursing school, church involvement, closeting and her marriage, jobs worked, moving to Dallas, the LGBT community, joining the Metropolitan Community Church and establishing a parish in Dallas, organizing the first Pride parades in the area, political activism and police interference, death threats, and the Kennedy Assassination.
Date:
April 29, 2016
Creator:
Wisely, Karen & Shivers, Ruth (Rob)
Object Type:
Book
System:
The UNT Digital Library
Clean Power Plan, State at a Glance: Alabama
Document outlining state-specific goals for carbon dioxide emissions and energy efficiency through 2030 for the state of Alabama.
Date:
August 3, 2015
Creator:
United States. Environmental Protection Agency.
Object Type:
Text
System:
The UNT Digital Library
MVPA Bankhead Highway 2015 convoy itinerary
Itinerary for a convoy along Bankhead Highway led by the Military Vehicle Preservation Association (MVPA) from September 16-October 18, 2015.
Date:
2015
Creator:
Mallory, Randy
Object Type:
Text
System:
The UNT Digital Library
[2014 ASB students at memorial water fountain]
A photograph of students standing around a memorial water fountain during their 2014 Alternative Service Breaks program organized through UNT. They are all wearing UNT shirts and have one hand on the fountain. It is part of the Civil Rights Memorial Center in Montgomery, Alabama and there is a quote from MLK, Jr. that reads "...until justice rolls down like waters and righteousness like a mighty stream" carved on the wall behind them.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students holding poster]
A photograph of students in Montgomery, Alabama while on their trip with the Alternative Service Breaks program through UNT. They are holding a large paper sign that reads "Chage Gonna Come" in multicolored letters.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students on roof]
A photograph of students on the rooftop of a building in Montgomery, Alabama for part of their work with the Alternative Service Breaks program through UNT. They are wearing hardhats and some have protective masks or gloves on. Most are wearing green UNT t-shirts and others are wearing graphic tees and comfortable pants.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students on rooftop]
A photograph of students on the rooftop of a building in Montgomery, Alabama for part of their work with the Alternative Service Breaks program through UNT. They are wearing hardhats and have protective masks on. Most are wearing green UNT t-shirts and others are wearing graphic tees and comfortable pants.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students performing on stage]
A photograph of students in Montgomery, Alabama while on their trip with the Alternative Service Breaks program through UNT. They are wearing their ASB shirts and are performing with microphones. There are several posters on display behind them.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students pulling down ceiling]
A photograph of students working in Montgomery, Alabama while on their trip with the Alternative Service Breaks program through UNT. They are on a raised platform and are wearing masks, gloves, and hardhats while pulling down the old ceiling in the building. One is also using a crowbar.
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library
[ASB students touching quote]
A photograph of students outside of the Civil Rights Memorial Center in Montgomery, Alabama while on their trip with the Alternative Service Breaks program through UNT. They are wearing UNT t-shirts and are touching a waterfall with a quote from MLK that reads "... until justice rolls down like waters and righteousness like a mighty stream".
Date:
March 26, 2014
Creator:
University of North Texas. Multicultural Center.
Object Type:
Photograph
System:
The UNT Digital Library