An Evaluation of Geotagged Twitter Data during Hurricane Irma using Sentiment Analysis and Topic Modeling for Disaster Resilience

Disasters require quick response times, thought-out preparations, overall community, and government support. These efforts will ensure prevention of loss of life and reduce possible damages. The United States has been battered by multiple major hurricanes in the recent years and multiple avenues of disaster response efforts were being tested. Hurricane Irma can be recognized as the most popular hurricane in terms of social media attention. Irma made landfall in Florida as a Category 4 storm and preparation measures taken were intensive thus providing a good measure to evaluate in terms of efficacy. The effectiveness of the response methods utilized are evaluated using Twitter data that was collected from September 1st to September 16th, 2017. About 221,598 geotagged tweets were analyzed using sentiment analysis, text visualization, and exploratory analysis. The objective of this research is to establish an observable pattern regarding sentiment trends over the progression of the storm and produce a viable set of topic models for its totality. The study contributed to the literature by identifying which topics and keywords were most frequently used in tweets through sentiment analysis and topic modeling to determine what resources or concerns were most significant within a region during the hurricane Irma. The results from this study demonstrate that the sentiment analysis can measure people’s emotions during the natural disaster, which the authorities can use to limit the damage and effectively recover from the disaster. In this work, we have also reviewed the related works from the text/sentiment analysis, social media analysis from hurricanes/disaster perspective. This research can be further improved by incorporating sentiment analysis methods for classifying emoticons and non-textual components such as videos or images

Ultrasound of the knee during voluntary quadriceps contraction: A technique for detecting otherwise occult effusions

Objective To describe 1) a technique that can detect synovial effusions not seen on static ultrasound (US) examination and 2) the characteristics of patients with knee osteoarthritis (OA) for whom this technique proved useful. Methods From reviewed records of 76 patients with knee OA (112 knees) that we had seen for US-guided injections over a defined period, we found 45 knees with no detectable effusion on static US, of which 18 (14 patients) showed fluid when scanned during voluntary quadriceps contraction. For all patients, we had recorded effusion features (physical examination, presence and size on US), and success of joint entry was determined by getting synovial fluid and/or seeing an air echo or inflow of injected material. Results The 14 patients we studied were obese (mean ± SEM body mass index 32.7 ± 2.3 kg/m 2 ; 3 morbidly obese), with moderate to severe OA by radiography in most (Kellgren/Lawrence class 3 or 4 in 10 of 14 knees for which radiographs were available). The suprapatellar synovial space seen by US was small (mean ± SEM depth 0.38 ± 0.04 cm). Arthrocentesis obtained 0.5–16 ml of synovial fluid (mean ± SEM 2.9 ± 0.6 ml), which correlated with the depth of effusion as seen on US with the quadriceps in maximum contraction (Spearman's Ρ = 0.5597, P = 0.0157). In 4 knees where arthrocentesis failed to retrieve fluid, we observed at injection the inflow of material and a linear air echo. Conclusion US of the knee during voluntary quadriceps contraction can find effusions not detectable on static US. Such effusions provide targets for accurate aspiration and injection that would not be appreciated with static US.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/75770/1/20047_ftp.pd

Application of laboratory methods for understanding fish responses to black soldier fly (Hermetia illucens) based diets

A major challenge for development of sustainable aquafeeds is its dependence on fish meal and fish oil. Replacement with more sustainable, nutritious and safe ingredients is now a priority. Over the last years, among several alternatives proposed, insects have received great attention as possible candidates. In particular, the black soldier fly (Hermetia illucens; BSF) represents a concrete example of how the circular economy concept can be applied to fish culture, providing a valuable biomass rich in fat and protein valorising organic by-products. In the last decade, several studies have been published about the use of different BSF dietary inclusion levels for various fish species including experimental models. Varying and encouraging results have been obtained in this research field using a plethora of laboratory methodological approaches that can be applied and coupled to obtain a comprehensive view of the BSF-based diets effects on fish physiology, health, and quality. The present review aims to explore some of the most promising laboratory approaches like histology, infrared spectroscopy, gut microbiome sequencing, molecular biology, fish fillets’ physico-chemical and sensory properties, essential for a better understanding of fish welfare and fillet quality, when BSF is used as aquafeed ingredient. In particular, great importance has been given to European finfish species and experimental models.publishedVersio

Proliferation Resistance and Physical Protection Evaluation Methodology Development and Applications

An overview of the technical progress and accomplishments on the evaluation methodology for proliferation resistance and physical protection of Generation IV nuclear energy Systems

The Pine Needle, March 1947

Libraries and archives collect materials from different cultures and time periods to preserve and make available the historical record. As a result, materials such as those presented here may reflect sexist, misogynistic, abusive, racist, or discriminatory attitudes or actions that some may find disturbing, harmful, or difficult to view. Both a humor and literary magazine, The Pine Needle was a University of Maine student-produced periodical that began publication in the fall of 1946, the first post-World War II semester that saw GIs returning to campus. The Needle reflected an edginess and rebellion not found in previous UMaine student publications. While past student publications relied on euphemisms for alcohol and dating on campus, The Needle overtly sexualized co-eds and discussed the use of drugs, tobacco, and alcohol by students who experienced war. Cover art for this issue depicts a pen-and-ink illustration by Lloyd Shapleigh (1924-2008), of barefoot man lounging under a tree, reading an issue of New Yorker magazine with a corked jug beside his right elbow. Lloyd P. Shapleigh, Jr. was born in Bangor, Maine, graduating from high school in 1942 before joining the Army Air Corps during World War II where he qualified as MOE 867-Pathfinder technician and served as a ground crew chief with the 458 Bomb Group (H), 2nd Air Division, 8th Air Force. After the war, Shapleigh used the G.I. Bill to earn Bachelor\u27s Degrees at the University of Maine and Rhode Island School of Design. Shapleigh eventually joined the industrial design team at Whirlpool where, in 1966, he conducted research testing the feasibility of household trash compaction. The trash compactor became the first new, major household appliance released by the Whirlpool corporation since before the war

Advanced Safeguards Approaches for New TRU Fuel Fabrication Facilities

This second report in a series of three reviews possible safeguards approaches for the new transuranic (TRU) fuel fabrication processes to be deployed at AFCF – specifically, the ceramic TRU (MOX) fuel fabrication line and the metallic (pyroprocessing) line. The most common TRU fuel has been fuel composed of mixed plutonium and uranium dioxide, referred to as “MOX”. However, under the Advanced Fuel Cycle projects custom-made fuels with higher contents of neptunium, americium, and curium may also be produced to evaluate if these “minor actinides” can be effectively burned and transmuted through irradiation in the ABR. A third and final report in this series will evaluate and review the advanced safeguards approach options for the ABR. In reviewing and developing the advanced safeguards approach for the new TRU fuel fabrication processes envisioned for AFCF, the existing international (IAEA) safeguards approach at the Plutonium Fuel Production Facility (PFPF) and the conceptual approach planned for the new J-MOX facility in Japan have been considered as a starting point of reference. The pyro-metallurgical reprocessing and fuel fabrication process at EBR-II near Idaho Falls also provided insight for safeguarding the additional metallic pyroprocessing fuel fabrication line planned for AFCF

Prospectus, September 21, 1976

PC BOARD OF TRUSTEES OKS DEFICIT BUDGET; Anna Dearing of the LS testing lab: I enjoy it ; Write-ins dominate election, 1st Stu-Go meeting tommorow; PC news in brief: Sociological Association, First Meeting, Yea team!!!, Need some help?, Basketball tryouts; Women\u27s program sponsors : Antonia ; Improve reading at PC; Letters to the editor: The pins, Again..., And again?..., Oh no! not again?..., Give a Schmidt!!!, Where are the sports?; Editorial: Students are consumers; Quad fest featured music, magic; Counselors comply with Title IX; Prairie Festival set for Sunday; Louise Parker: \u27People are fun to watch\u27; Auditions today, tomorrow; Summer school in the Rockies; Drag races teach needed skills; 45 students attend: Marriott\u27s Great America attracts Parkland field trip; Ike\u27s opinion: Controversy continues: feedback on Dr. Richards; Uncle Bob: Slinging vegies is old tradition; Country crowd: Charlie and his fans; Mark Twain; Mediaseen: Carter and the media; Classifieds; Hoofers do \u27extremely well\u27 at UI; Women\u27s volleyball schedule; Locks and Dam 26 is subject of Oct. 12 debate; Know your athletes: \u27T\u27 Square keeps on running to own beat; Ten men: C-C members listed; Cobra\u27s Corner: Women\u27s volleyball improves; Cross Country Schedule 1976; Golfers fourth in tourney; Lose your nose?; Know your athletes: Kathy Kaler prepares for teaching; Linton wins Fast Fred; Fast Freddy\u27s Football Forecast; Games of September 25https://spark.parkland.edu/prospectus_1976/1011/thumbnail.jp

Prospectus, October 12, 1976

STUDENTS WANT \u27PINS\u27; \u27You can help your child to read\u27: Oct. 19; PC news in brief: Bridge Club, Tickets on sale till noon, Blazing saddles, Vet Tech bake sale, Fly away, Hunting symposium, Baha\u27i Club, Scott Shearer speaks; Stu-Go: Get to know us: Free food, drink, good conversation; AMVA visits Vet Tech; FCC Oks PC radio; Letters to the Editor: Sad lot of the parker, Different frequencies?; Editorial: Tickets deny \u27due process\u27; Editorial: Education can be different; Staff editorial: Death penalty more murder; Library assistants take it with smiles; Readers Theatre: Rehearsals start for series; English teachers confer; Audubon film set for October 25th; Gibson nursing session today; SIU Home Ec will host guest day; First in line: Sally will finally see Elvis Presley; Pam Fritz: Music frees the soul; Charlie K. moving on down; Thursday college forums set; Facts for Transferring PC students; A \u27mystic feeling\u27; Nadia: Belly dancing; Mrs. Warren\u27s Profession: Shaw\u27s message is strong; Uncle Bob: Armory plays free; PC faculty concert Sunday; Parkland women outnumber men; Mediaseen: Community Broadcasters to meet; Classifieds; Know your athletes: Ike: \u27I like to do everything\u27; IM Football Schedules; Faculty bowling: Watch out for \u27Excess\u27; Duffers place 14th at Joliet: Harriers take 5th in PC Invit.; \u27Terrible outing\u27; Green grabs Fast Freddy again; Fast Freddy\u27s Football Forecast; This Week\u27s Scores; Spikers lose to EIU first loss of the season; Games of October 16https://spark.parkland.edu/prospectus_1976/1008/thumbnail.jp