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2022

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Responses Of An Axially Rotated Tube Versus Twisted Tube Design As Two Solutions To Enhance The Thermal Performance Under A Non-Uniform Heat Flux Condition: A Numerical Study, Andrew S. Tanious, Ahmed A. Abdel-Rehim, Ahmed A. Attia Jan 2022

Responses Of An Axially Rotated Tube Versus Twisted Tube Design As Two Solutions To Enhance The Thermal Performance Under A Non-Uniform Heat Flux Condition: A Numerical Study, Andrew S. Tanious, Ahmed A. Abdel-Rehim, Ahmed A. Attia

Mechanical Engineering

Enhancement of heat transfer in tubes exposed to non-uniform heat flux applications is a key factor in increasing such applications' efficiency.

In the present study, heat transfer in an axially rotating pipe with concentrated heat flux at the lower section of the pipe is numerically investigated and compared to the twisting technique in such applications. The effects of pipe’s length (1, 2, and 3 m) and rotation rate (N = 0–10.5), which is the ratio between the rotational and axial Reynold’s numbers, are studied numerically using ANSYS Fluent while the effect of the twist ratio (S = 0.1–1m) is studied …


Face To Purchase: Predicting Consumer Choices With Structured Facial And Behavioral Traits Embedding, Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim Jan 2022

Face To Purchase: Predicting Consumer Choices With Structured Facial And Behavioral Traits Embedding, Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim

Research Collection School Of Computing and Information Systems

Predicting consumers’ purchasing behaviors is critical for targeted advertisement and sales promotion in e-commerce. Human faces are an invaluable source of information for gaining insights into consumer personality and behavioral traits. However, consumer's faces are largely unexplored in previous research, and the existing face-related studies focus on high-level features such as personality traits while neglecting the business significance of learning from facial data. We propose to predict consumers’ purchases based on their facial features and purchasing histories. We design a semi-supervised model based on a hierarchical embedding network to extract high-level features of consumers and to predict the top-N purchase …


Kg4vis: A Knowledge Graph-Based Approach For Visualization Recommendation, Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin. Qu Jan 2022

Kg4vis: A Knowledge Graph-Based Approach For Visualization Recommendation, Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin. Qu

Research Collection School Of Computing and Information Systems

Visualization recommendation or automatic visualization generation can significantly lower the barriers for general users to rapidly create effective data visualizations, especially for those users without a background in data visualizations. However, existing rule-based approaches require tedious manual specifications of visualization rules by visualization experts. Other machine learning-based approaches often work like black-box and are difficult to understand why a specific visualization is recommended, limiting the wider adoption of these approaches. This paper fills the gap by presenting KG4Vis, a knowledge graph (KG)-based approach for visualization recommendation. It does not require manual specifications of visualization rules and can also guarantee good …


An Exploratory Study On The Repeatedly Shared External Links On Stack Overflow, Jiakun Liu, Haoxiang Zhang, Xin Xia, David Lo, Ying Zou, Ahmed E. Hassan, Shanping Li Jan 2022

An Exploratory Study On The Repeatedly Shared External Links On Stack Overflow, Jiakun Liu, Haoxiang Zhang, Xin Xia, David Lo, Ying Zou, Ahmed E. Hassan, Shanping Li

Research Collection School Of Computing and Information Systems

On Stack Overflow, users reuse 11,926,354 external links to share the resources hosted outside the Stack Overflow website. The external links connect to the existing programming-related knowledge and extend the crowdsourced knowledge on Stack Overflow. Some of the external links, so-called as repeated external links, can be shared for multiple times. We observe that 82.5% of the link sharing activities (i.e., sharing links in any question, answer, or comment) on Stack Overflow share external resources, and 57.0% of the occurrences of the external links are sharing the repeated external links. However, it is still unclear what types of external resources …


Orchestration Or Automation: Authentication Flaw Detection In Android Apps, Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino Jan 2022

Orchestration Or Automation: Authentication Flaw Detection In Android Apps, Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino

Research Collection School Of Computing and Information Systems

Passwords are pervasively used to authenticate users' identities in mobile apps. To secure passwords against attacks, protection is applied to the password authentication protocol (PAP). The implementation of the protection scheme becomes an important factor in protecting PAP against attacks. We focus on two basic protection in Android, i.e., SSL/TLS-based PAP and timestamp-based PAP. Previously, we proposed an automated tool, GLACIATE, to detect authentication flaws. We were curious whether orchestration (i.e., involving manual-effort) works better than automation. To answer this question, we propose an orchestrated approach, AUTHEXPLOIT and compare its effectiveness GLACIATE. We study requirements for correct implementation of PAP …


Microbial Selenate Detoxification Linked To Elemental Sulfur Oxidation: Independent And Synergic Pathways, L Li, Baogang Zhang, L Li, Alistair G.L. Borthwick Jan 2022

Microbial Selenate Detoxification Linked To Elemental Sulfur Oxidation: Independent And Synergic Pathways, L Li, Baogang Zhang, L Li, Alistair G.L. Borthwick

School of Engineering, Computing and Mathematics

No abstract provided.


Anomaly Detection With Vision-Based Deep Learning For Epidemic Prevention And Control, Hooman Samani, Chan Yun Yang, C Li, Chia Ling Chung, S Li Jan 2022

Anomaly Detection With Vision-Based Deep Learning For Epidemic Prevention And Control, Hooman Samani, Chan Yun Yang, C Li, Chia Ling Chung, S Li

School of Engineering, Computing and Mathematics

During the COVID-19 pandemic, people were advised to keep a social distance from others. People’s behaviors will also be noticed, such as lying down because of illness, regarded as abnormal conditions. This paper proposes a visual anomaly analysis system based on deep learning to identify individuals with various anomaly types. In the study, two types of anomaly detections are concerned. The first is monitoring the anomaly in the case of falling in an open public area. The second is measuring the social distance of people in the area to warn the individuals under a short distance. By implementing a deep …


On Wave Impact Pressure Variability, Alison Raby, Geoffrey Bullock, Philip Jonathan, David Randell, Colin Whittaker Jan 2022

On Wave Impact Pressure Variability, Alison Raby, Geoffrey Bullock, Philip Jonathan, David Randell, Colin Whittaker

School of Engineering, Computing and Mathematics

The variability of the largest wave impacts, where nominally identical waves produce significantly different pressures, is widely known. However, the mechanisms are not well understood. Here we provide a review and investigation of factors affecting the variability of wave impact pressures on steep walls, quantifying the range of parameters that have been used in the literature. We then present two investigations: (i) Setup 1 on the effect of structure slope and (ii) Setup 2 on the effects of kinematics variability on pressure variability. Firstly, wave impacts arising from about 250 focused wave groups interacting with three values of wall steepness …


Russian Logics And The Culture Of Impossible: Part Ii: Reinterpreting Algorithmic Rationality, Ksenia Tatarchenko, Anya Yermakova, Liesbeth De Mol Jan 2022

Russian Logics And The Culture Of Impossible: Part Ii: Reinterpreting Algorithmic Rationality, Ksenia Tatarchenko, Anya Yermakova, Liesbeth De Mol

Research Collection School of Social Sciences

This article reinterprets algorithmic rationality by looking at the interaction between mathematical logic, mechanized reasoning, and, later, computing in the Russian Imperial and Soviet contexts to offer a history of the algorithm as a mathematical object bridging the inner and outer worlds, a humanistic vision that we, following logician Vladimir Uspensky, call the “culture of the impossible.” We unfold the deep roots of this vision as embodied in scientific intelligentsia. In Part I, we examine continuities between the turn-of-the-twentieth-century discussions of poznaniye—an epistemic orientation towards the process of knowledge acquisition—and the postwar rise of the Soviet school of mathematical logic. …


Jiann-Ping Hsu College Of Public Health Magazine, Georgia Southern University Jan 2022

Jiann-Ping Hsu College Of Public Health Magazine, Georgia Southern University

College of Public Health: News & Publications

  • Message from the Dean: Stuart H. Tedders, PhD
  • One-On-One: Marshall in Conversation with Aslan
  • Alumni Feature: Improving the Body Art Industry
  • Truth is Better than Fiction
  • An Invisible Danger
  • New Development Council
  • The Period Equity Movement
  • Averitt Award Winner and Together United
  • Our Students Around the World
  • Justice, Equity, Diversity & Inclusion
  • Center for Addiction Recovery Making an impact: Scholarship recipient named
  • Karl E. Peace Center for Biostatistics and Survey Research Working together: Biostatistics collaborations
  • Center for Public Health Practice and Research Improving Health Outcomes
  • Faculty and Students
  • Office of Practice and Research
  • College
  • Photos


Accessibility In Software Practice: A Practitioner's Perspective, Tingting Bi, Xin Xia, David Lo, John C. Grundy, Thomas Zimmermann, Denae Ford Jan 2022

Accessibility In Software Practice: A Practitioner's Perspective, Tingting Bi, Xin Xia, David Lo, John C. Grundy, Thomas Zimmermann, Denae Ford

Research Collection School Of Computing and Information Systems

Being able to access software in daily life is vital for everyone, and thus accessibility is a fundamental challenge for software development. However, given the number of accessibility issues reported by many users, e.g., in app reviews, it is not clear if accessibility is widely integrated into current software projects and how software projects address accessibility issues. In this article, we report a study of the critical challenges and benefits of incorporating accessibility into software development and design. We applied a mixed qualitative and quantitative approach for gathering data from 15 interviews and 365 survey respondents from 26 countries across …


Predicting Customer Loyalty In The Mobile Banking Setting: An Integrated Approach, Nhuong Bui, Zach Moore, Hayden Wimmer, Long Pham Jan 2022

Predicting Customer Loyalty In The Mobile Banking Setting: An Integrated Approach, Nhuong Bui, Zach Moore, Hayden Wimmer, Long Pham

Computing: Faculty Publications

This study uses a novel theoretical approach that combines two multidimensional service quality models that focus on customer satisfaction, perceived value, and customer loyalty as outcomes of service quality in the context of mobile banking. Additionally, the study assesses the potential moderating effects of switching costs between mobile banking service quality and customer loyalty. The study found a strong direct effect between service quality, perceived value, customer satisfaction, and loyalty. The moderating effect of switching costs was found to be inconsequential to customer loyalty. The study demonstrates that financial institutions should focus on building and maintaining functional, secure mobile banking …


Cosm Diversity And Inclusion Newsletter, Georgia Southern University Jan 2022

Cosm Diversity And Inclusion Newsletter, Georgia Southern University

College of Science & Mathematics: News & Publications (2012-2022)

THE IMPACT OF WORKLOAD (IN)EQUITY ON PROMOTION & TENURE

Workload Equity

Inclusive Excellence 365 Calendar

D&I Campus Connections and Opportunities


2022 Fall Commencement, Georgia Southern University Jan 2022

2022 Fall Commencement, Georgia Southern University

Commencement Programs

No abstract provided.


Replicating Or Franchising A Stem Afterschool Program Model: Core Elements Of Programmatic Integrity, Nikolaus Stevenson, Amie S. Sommers, Neal Grandgenett, William Tapprich, Julia Mcquillan, Michelle Phillips, Rachael Jensen, Christine Cutucache Jan 2022

Replicating Or Franchising A Stem Afterschool Program Model: Core Elements Of Programmatic Integrity, Nikolaus Stevenson, Amie S. Sommers, Neal Grandgenett, William Tapprich, Julia Mcquillan, Michelle Phillips, Rachael Jensen, Christine Cutucache

Department of Sociology: Faculty Publications

Background: Designed in 2012 with a first implementation in 2013, NE STEM 4U is a professional development program for post-secondary students/undergraduates, and serves as a source of outreach, content knowledge generation, and STEM literacy for youth in grades kindergarten through 8th grade (ages 5–14). The model empowers post-secondary students as facilitators of inquiry-based learning within the context of an out-of-school time program. This study investigated the potential for replicating or ‘franchising’ this model by evaluating on the following: (1) Is the model replicable? And, if so, (2) what core elements are necessary for program fidelity? And (3) is there …


Pay It Forward: Realizing The Promise Of Oer For The Next Generation Of Learners, Kimberly S. Grotewold, Karen Kohler, Elisabeth M. Krimbill Jan 2022

Pay It Forward: Realizing The Promise Of Oer For The Next Generation Of Learners, Kimberly S. Grotewold, Karen Kohler, Elisabeth M. Krimbill

Library Staff Publications (Archived)

Using Open Educational Resources to Promote Social Justice explores the opportunities and challenges of moving the discussion about open educational resources (OER) beyond affordability to address structural inequities found throughout academia and scholarly publishing. OER have the potential to celebrate research done by marginalized populations in the context of their own communities, to amplify the voices of those who have the knowledge but have been excluded from formal prestige networks, and to engage students as co-creators of learning content that is relevant and respectful of their cultural contexts. Edited by academic librarians with experience advocating across campus, Using Open Educational …


Undergraduate Catalog, Georgia Southern University Jan 2022

Undergraduate Catalog, Georgia Southern University

Undergraduate & Graduate Catalogs

No abstract provided.


Drivers And Challenges Of Wearable Devices Use: Content Analysis Of Online Users Reviews, Ahmed El Noshokaty, Omar El-Gayar, Abdullah Wahbeh, Mohammad A. Al-Ramahi, Tareq Nasralah Jan 2022

Drivers And Challenges Of Wearable Devices Use: Content Analysis Of Online Users Reviews, Ahmed El Noshokaty, Omar El-Gayar, Abdullah Wahbeh, Mohammad A. Al-Ramahi, Tareq Nasralah

Computer Information Systems Faculty Publications (Archived)

With recent advancements in wearable device technologies, there is still a need to investigate drivers and challenges associated with the use of these devices. Following a content analysis approach, this study leverages recent “found large-scale” data to better understand the drivers and challenges that affect the adoption and use of such devices. Analyzing a total of 16,717 online reviews about wearable devices, the findings emphasized the importance of various functionalities (perceived usefulness), appeal, and a number of device design features as the most prominent drivers, while concerns about quality, credibility, and perceived value as potential challenges to wearable adoption and …


Student Research Symposium Schedule 2022, Texas A&M University-San Antonio Jan 2022

Student Research Symposium Schedule 2022, Texas A&M University-San Antonio

Student Research Symposium 2022 (Archived)

No abstract provided.


In Situ Treatment Technologies For Pit Latrines To Mitigate Groundwater Contamination By Fecal Pathogens: A Review Of Recent Technical Advances, Shray Saxena, Walter Den Jan 2022

In Situ Treatment Technologies For Pit Latrines To Mitigate Groundwater Contamination By Fecal Pathogens: A Review Of Recent Technical Advances, Shray Saxena, Walter Den

Water Resources Science and Technology Faculty Publications (Archived)

On-site sanitation systems such as pit latrines are extensively used around the world, while there is a growing number of evidence documenting the impact of pit latrines on groundwater quality that may affect human health. Hence, this paper summarizes the various safe-sanitation technologies by broadly categorizing them into fecal pathogen disinfection methods (anaerobic digestion, chemical disinfection, biological additives, solar pasteurization and vermicomposting) and capturing methods (pit lining and permeable reactive barriers, the latter of which simultaneously capture and sanitize fecal sludge in pit latrines). While some of the reviewed technologies have been widely practiced for mitigating microbial contamination of the …


Perception Of Health Care Access In Rural Georgia: Findings From A Community Health Needs Assessment Survey, Elisa M. Childs, Tiffany R. Washington Jan 2022

Perception Of Health Care Access In Rural Georgia: Findings From A Community Health Needs Assessment Survey, Elisa M. Childs, Tiffany R. Washington

Journal of the Georgia Public Health Association

Background: Limited access to health care services has been cited as a barrier to care for individuals who live in rural areas, contributing to significant health disparities in this population. While perception of services has been cited as a determinant of utilization of health services, it is unknown how perception of services influences health care access in rural areas. The paucity of studies specific to areas in the United States that are medically underserved, necessitated this study and its quantification of the issues that are relevant to individuals living in rural Georgia.

Methods: This study examined the perception of health …


Analysing Approaches To Specify Automated Manufacturing Systems, Jonathan Walker Jan 2022

Analysing Approaches To Specify Automated Manufacturing Systems, Jonathan Walker

Plymouth Business School Theses

Automating manufacturing systems can achieve competitive advantage leading to growth in profits through efficiency gains and other advantages including safety of workers and quality of produced products. However, without accurate specification there is no guarantee of realising return on investment. Automated systems are becoming more complex as the need for customisability and variability of products increases and can only be satisfied through flexibility of production processes. To aid companies in specifying automation and mitigate the risks of project failure an approach is needed that guides users choices. The aim of the research was to investigate approaches to specify automated manufacturing …


An Evaluation Of Supply Lead Time In The Nigerian Oil Downstream Sector: A System Dynamic Approach, Mac-Daniel Uhuka Jan 2022

An Evaluation Of Supply Lead Time In The Nigerian Oil Downstream Sector: A System Dynamic Approach, Mac-Daniel Uhuka

Plymouth Business School Theses

MAC-DANIEL UHUKA. AN EVALUATION OF SUPPLY LEAD TIME IN THE NIGERIAN OIL DOWNSTREAM SECTOR: A SYSTEM DYNAMIC APPROACH. This thesis presents a system dynamics (SD) approach for investigating the demand amplification problem, also known as the bullwhip effect, which has been studied extensively in the literature. The demand amplification occurs when supply chain moves upstream from the downstream. The problem of bullwhip effect can be costly and disruptive, and this is a problem supply chain managers normally seeks to minimise. The causes of bullwhip effect can be poor system design, poor policies, structure of the company and delays in material …


Investigating Employment In The Nigerian Offshore Oil And Gas Industry: Is Gender A Prerequisite?, Victor Olufunmilade Apiafi Jan 2022

Investigating Employment In The Nigerian Offshore Oil And Gas Industry: Is Gender A Prerequisite?, Victor Olufunmilade Apiafi

Plymouth Business School Theses

This study evaluates the factors influencing the inclusion of females into the Nigerian offshore industry. After extensive literature reviews, it is concluded that there is a shortage of females employed in this industry due to the patriarchal nature of Nigerian society. Evidently, the patriarchal nature of this country influences the rate of inclusion of females into the Nigerian offshore industry. Patriarchy in the Nigerian society also influences gender roles, male domination and gender discrimination, resulting in the limited inclusion of females into the Nigerian offshore industry. In Nigeria, the social conception of females as naturally incommensurate to males has given …


Behavioural Immune Landscapes Of Inflammation, Georgiana Crainiciuc, Miguel Palomino-Segura, Miguel Molina-Moreno, Jon Sicilia, David G Aragones, Jackson Liang Yao Li, Rodrigo Madurga, José M Adrover, Alejandra Aroca-Crevillén, Sandra Martin-Salamanca, Alfonso Serrano Del Valle, Sandra D Castillo, Heidi C E Welch, Oliver Soehnlein, Mariona Graupera, Fátima Sánchez-Cabo, Alexander Zarbock, Thomas E Smithgall, Mauro Di Pilato, Thorsten R Mempel, Pierre-Louis Tharaux, Santiago F González, Angel Ayuso-Sacido, Lai Guan Ng, Gabriel F Calvo, Iván González-Díaz, Fernando Díaz-De-María, Andrés Hidalgo Jan 2022

Behavioural Immune Landscapes Of Inflammation, Georgiana Crainiciuc, Miguel Palomino-Segura, Miguel Molina-Moreno, Jon Sicilia, David G Aragones, Jackson Liang Yao Li, Rodrigo Madurga, José M Adrover, Alejandra Aroca-Crevillén, Sandra Martin-Salamanca, Alfonso Serrano Del Valle, Sandra D Castillo, Heidi C E Welch, Oliver Soehnlein, Mariona Graupera, Fátima Sánchez-Cabo, Alexander Zarbock, Thomas E Smithgall, Mauro Di Pilato, Thorsten R Mempel, Pierre-Louis Tharaux, Santiago F González, Angel Ayuso-Sacido, Lai Guan Ng, Gabriel F Calvo, Iván González-Díaz, Fernando Díaz-De-María, Andrés Hidalgo

Faculty, Staff and Student Publications

Transcriptional and proteomic profiling of individual cells have revolutionized interpretation of biological phenomena by providing cellular landscapes of healthy and diseased tissues1,2. These approaches, however, do not describe dynamic scenarios in which cells continuously change their biochemical properties and downstream 'behavioural' outputs3-5. Here we used 4D live imaging to record tens to hundreds of morpho-kinetic parameters describing the dynamics of individual leukocytes at sites of active inflammation. By analysing more than 100,000 reconstructions of cell shapes and tracks over time, we obtained behavioural descriptors of individual cells and used these high-dimensional datasets to build behavioural landscapes. These landscapes recognized leukocyte …


Changing Snowmelt Conditions In The Western Canadian Arctic, Matthew Y. T. Tsui Jan 2022

Changing Snowmelt Conditions In The Western Canadian Arctic, Matthew Y. T. Tsui

Theses and Dissertations (Comprehensive)

Multidecadal Changes in Spring Snowmelt in the Western Canadian Arctic

This study investigates the changes in key aspects of snowmelt in the western Canadian Arctic. Specifically, we will look at changes in the onset of snowmelt and the duration of snowmelt between 1999 and 2019, and extended air temperature between 1957 and 2019. In addition, we will look at changes in eight meteorological variables during the melt period. It was found that the onset of snowmelt occurred 14 days earlier, while the melt period ends 20 days earlier than 20 years ago. As a result, the duration of melt period …


Bee Cities And More-Than-Human Communities: Protecting Pollinators In The Anthropocene, Jennifer Marshman Jan 2022

Bee Cities And More-Than-Human Communities: Protecting Pollinators In The Anthropocene, Jennifer Marshman

Theses and Dissertations (Comprehensive)

Grounded in political ecology and the ecological humanities, the aim of this research is to examine the Bee City movement as a conservation engagement strategy at the municipal level. While pollinator research occurs from a variety of perspectives – biology, entomology, phylogeny, ecology, and agricultural sciences - social engagement strategies and the human dimensions of pollinator conservation have yet to be widely investigated. This research questions if these strategies put in place, and contribute to, important political and socio-ecological mechanisms in the local context. Through a collective case study methodology, this research points to the Bee City movement as a …


Lake Huron Shoreline Analysis, Shubham Satish Nandanwar Jan 2022

Lake Huron Shoreline Analysis, Shubham Satish Nandanwar

Theses and Dissertations (Comprehensive)

Lake Huron is a popular tourist destination and is home to several businesses and residents. Since the shoreline is dynamic and is subject to change over the years due to several factors such as a change in water level, soil type, human encroachment, etc., these locations tend to encounter floods due to increased water levels and wind speed. This causes erosion and loss to the properties along the shoreline.

This study is based on two areas of interest named Pinery Provincial Park and Sauble Beach which are located on the shoreline of Lake Huron where Pinery Provincial Park is a …


Influence Of Dissolved Organic Matter On Phosphate Interactions With Hydrous Ferric Oxides, Alaa Hasan Alsherbi Jan 2022

Influence Of Dissolved Organic Matter On Phosphate Interactions With Hydrous Ferric Oxides, Alaa Hasan Alsherbi

Theses and Dissertations (Comprehensive)

Phosphorus, iron oxides, and dissolved organic matter (DOM) are components present in all aquatic systems. Excess amounts of phosphorus in aquatic systems have the potential for toxic effects, in particular, contributing to eutrophication. Most of the previous studies performed looked at the surface complexation of inorganic phosphate anions (P) to mineral surfaces such as hydrous ferric oxide (HFO). However, the role of DOM on the interactions between HFO and P is unknown. This study investigates the influence of DOM on the surface complexation of P onto HFO surfaces. Moreover, this study looks at the possibility of cation bridging formation (Ca …


Changes In Lake Drainage In The Western Canadian Arctic, Dilshan Kariyawasam, Philip Marsh Dr Jan 2022

Changes In Lake Drainage In The Western Canadian Arctic, Dilshan Kariyawasam, Philip Marsh Dr

Theses and Dissertations (Comprehensive)

Nearly half of all Pan-Arctic lakes are situated in the Canadian Arctic, with many of these lakes being of thermokarst origin. Thermokarst lakes are sensitive to changes in the surrounding environment, making them useful indicators to examine the condition of hydrological systems in response to rapid climate warming, a trend which has been well observed in the Canadian Western Arctic. In this study, we use aerial photography to quantify lake area and count changes for lakes in the Inuvik-Tuktoyaktuk region, between 1950 and 2004. A combination of aerial photography and Landsat imagery were used in identifying drained thermokarst lake basins …