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 …

Transcript of an interview with UNT professor Stan Ingman about his experiences growing up in cities that with pollution and environmental degradation, his education, and his work in the Rehabilitation and Health Services Department to develop curricula connecting the well-being of people to the health of their environments.

This study compiles and updates the findings of 16 comprehensive state climate action plans and extrapolates the results to the nation. The study then takes those results and using a widely accepted econometric model projects the national impact of these policies on employment, incomes, gross domestic product (GDP) and consumer energy prices. Finally, using the bottom-up data developed by the states and aggregated here, the study models the national impact of major features of the Kerry-Lieberman climate bill under consideration in Congress in 2010. These state action plans and supporting assessments were proposed by over 1,500 stakeholders and technical work group experts appointed by 16 governors and state legislatures to address climate, energy and economic needs through comprehensive, fact-based, consensus-driven, climate action planning processes conducted over the past five years with facilitative and technical assistance by the Center for Climate Strategies. Findings show potential national improvements from implementation of a top set of 23 major sector-based policies and measures drawn from state plans.

The National Museum of the Pacific War presents an interview with Afton Keeton. Keeton joined the Navy in July of 1942. He completed Hospital Corps School and became a Pharmacist Mate. He first served aboard the USS Sea Dragon (SS-194). They patrolled the Aleutian Islands. He was then stationed at the Submarine Base in Pearl Harbor, working in a sick bay. He then served aboard the USS Apollo (AS-25) with a relief crew. He provides some detail of working aboard a submarine, serving as the Doc, living conditions and undergoing his own appendectomy aboard the Apollo. In early 1945 he was assigned for 1 year to serve at a submarine base in St. Thomas. He then served as hospital corpsman on the USS Clamagore (SS-343). Keeton also worked on sonar watch, radar watch and as a cook during his time in the Navy. He spent a total of 30 years in the Navy, retiring in February of 1972.

The National Museum of the Pacific War presents an interview with Afton Keeton. Keeton joined the Navy in July of 1942. He completed Hospital Corps School and became a Pharmacist Mate. He first served aboard the USS Sea Dragon (SS-194). They patrolled the Aleutian Islands. He was then stationed at the Submarine Base in Pearl Harbor, working in a sick bay. He then served aboard the USS Apollo (AS-25) with a relief crew. He provides some detail of working aboard a submarine, serving as the Doc, living conditions and undergoing his own appendectomy aboard the Apollo. In early 1945 he was assigned for 1 year to serve at a submarine base in St. Thomas. He then served as hospital corpsman on the USS Clamagore (SS-343). Keeton also worked on sonar watch, radar watch and as a cook during his time in the Navy. He spent a total of 30 years in the Navy, retiring in February of 1972.

Interview with airline pilot and Army Air Forces veteran Robert W. Wilson. The interview includes Wilson's personal experiences about being B-25 pilot in the Pacific Theater during World War II, basic training, college preparatory courses, flight training, and various missions. Wilson talks about his pre-war job experiences, flying conditions over the Owen Stanley Mountains, Operation OBOE, leave time in Sydney, Australia, the move to Palawan, Philippines, missions to French Indo-China, attitudes and feelings towards the deaths of comrades, and postwar adjustments. The interview includes an appendix with supplementary documents.

Transcript of an interview with James G. Turner, Marine Corps veteran (Regimental Headquarters Company, 14th Marine Regiment, 4th Marine Division), concerning his experiences on Saipan in the Pacific Theater during World War II. Turner discusses his decision to join the Marine Corps, December 7, 1942; boot camp, Parris Island; formation of the 4th Marine Division at Camp Pendleton, California, 1943; preparations on Maui for the invasion of Saipan; the amphibious landings on Saipan, June 15, 1945; his duties with the Motor Transport Section and Headquarters Company; return to Maui.

Scrapbook documenting the personal life and travels of John Logan Briggs Jr. between 1987 and 1991, including color photographs, tickets, menus, business cards, receipts, clippings, stickers, and other records of travel. John Logan Briggs Jr. is the creator of "The Experience," a self-discovery workshop for the LGBT community. This scrapbook also documents his time spent with friends and family.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, the week ending on January 25 to the week ending on March 1, during 1985 and 1986 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending January 18 to the week ending February 22, during 1985 and 1986 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, the week ending December 21 to the week ending January 25, during 1984, 1985, and 1986 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, the week ending on December 14 to the week ending on January 18, during 1984, 1985, and 1986 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending March 9 to the week ending April 13, during 1984 and 1985 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending March 2 to the week ending April 6, during 1984 and 1985 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending December 8 to the week ending January 12, during 1983, 1984, and 1985 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending December 1 to the week ending January 5, during 1983, 1984, and 1985 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending November 24 to the week ending December 29, during 1983 and 1984 for broiler eggs set, chicks hatched, and chicks placed.

Weekly report of the Texas Crop and Livestock Reporting Service on broiler chick numbers in Texas and compared with other states. It includes compiled statistics across six consecutive weeks, from the week ending November 17 to the week ending December 22, during 1983 and 1984 for broiler eggs set, chicks hatched, and chicks placed.

Script from the WBAP-TV/NBC station in Fort Worth, Texas, relating a news story about baseball game and several teams participating in it where Texas rangers defeated Atlanta braves by 7- 3.

Script from the WBAP-TV/NBC station in Fort Worth, Texas, relating a news story about Houston Kashmere who captured the Class 4A basketball title 91-87 over South Oak Cliff.

Script from the WBAP-TV/NBC station in Fort Worth, Texas, relating a news story about the state Virginia which has adopted a mandatory odd-even gasoline plan.

Script from the WBAP-TV/NBC station in Fort Worth, Texas, relating a news story of large group of truckers who are still on their second day to protest work stoppage by independent truckers.

Script from the WBAP-TV/NBC station in Fort Worth, Texas, relating a news story about Cassius Clay return to the ring delayed, Pete Rozelle announces a week delay in NFL training camps, the British and US golf open, and American League all stars announced.

Poor quality photocopies of letters which were sent to Jack Ruby during his time at Dallas County Jail. The letters were written by citizens, many of whom express an interest in his well-being and spirituality.