Digital Commons Network^™

Comparison Of High-Resolution Naip And Unmanned Aerial Vehicle (Uav) Imagery For Natural Vegetation Communities Classification Using Machine Learning Approaches, Parth Bhatt, Ann Maclean

Michigan Tech Publications, Part 1

To map and manage forest vegetation including wetland communities, remote sensing technology has been shown to be a valid and widely employed technology. In this paper, two ecologically different study areas were evaluated using free and widely available high-resolution multispectral National Agriculture Imagery Program (NAIP) and ultra-high-resolution multispectral unmanned aerial vehicle (UAV) imagery located in the Upper Great Lakes Laurentian Mixed Forest. Three different machine learning algorithms, random forest (RF), support vector machine (SVM), and averaged neural network (avNNet), were evaluated to classify complex natural habitat communities as defined by the Michigan Natural Features Inventory. Accurate training sets were developed …

Data Associated With 'Rowney Et Al. (2022). Ecological Consequences Of Historic Moorland ‘Improvement’. Biodiversity And Conservation', Francis Rowney, Ralph Fyfe, Philip Anderson, Robert Barnett, Will Blake, Tim Daley, Katie Head, Alison Macleod, Ian Matthews, David Smith

Faculty of Science and Engineering Datasets

Data associated with 'Rowney et al. (2022). Ecological consequences of historic moorland ‘improvement’. Biodiversity and Conservation' Citation Rowney, F. et al. (2022). Data associated with 'Rowney et al. (2022). Ecological consequences of historic moorland ‘improvement’. Biodiversity and Conservation'. PEARL Research Repository http://hdl.handle.net/10026.1/19053

Montana Residents: Attitudes Towards Tourism 2022 & Resident Perceptions Of Community Disaster Preparedness, Carter Bermingham, Megan Schultz, Matthew Pettigrew, Glenna Brown

Institute for Tourism and Recreation Research Publications

This report is a summary of Montana residents' attitudes towards tourism within the state. Since 1992, ITRR has asked residents questions specific to their attitudes towards tourism. This study was conducted to continue tracking the perception of the tourism industry in Montana, as well as expanding the original survey to include topics such as the perceived economic benefit tourism provides to local communities, crowding at the local community level, as well as questions focused on amenities to support tourism, and disaster preparedness.

Montana Travel Experience Survey - Final Summary Report, Glenna Brown, Kara Grau, Megan Schultz

Institute for Tourism and Recreation Research Publications

This summary report highlights select findings from the nonresident 2021-2022 Montana Travel Experience Survey. Nonresident travelers who were interviewed by a surveyor in the state were given this survey along with the Nonresident Travel Survey after completing an in-person “Front End” survey at a gas station, rest area, or airport. Through June, 2022, 1,327 surveys were collected. Questions included topics related to visitors’ use of public lands, trip planning, and questions for first time and repeat visitors.

Following Their Predecessors' Journey? A Review Of Emne Studies And Avenues For Interdisciplinary Inquiry, Peter J. Buckley, Lin Cui, Liang Chen, Yi Li, Yoona Choi

Research Collection Lee Kong Chian School Of Business

In this review article we take stock of international business (IB) research on emerging economy multinational enterprises (EMNEs) over the past three decades. Our review covers 690 articles published in 64 high-impact peer-reviewed journals between 1990 and 2021 (inclusive). We first present bibliometric findings on some key patterns of this vast body of scholarly work. We then conduct content analysis to critically assess this literature and provide a multilevel synthesis of the existing knowledge base. To do so we propose a theoretical framework that highlights three dimensions - micro-foundations, organizational characteristics, and institutional environment - by which the distinction between …

Kulpmont Pocket Park Survey Results, Matt Mcmullen, Shaunna Barnhart, Steve Motyka

Student Project Reports

No abstract provided.

Accumulation Of Heavy Metals In Agricultural Crops And Ecological Series Of Crops Placement, Zafar Zairovich Uzakov, Khusniddin Nagimovich Karimov, Zair Uzakovich Uzakov, Ravshan Abdurazakovich Eshonkulov

Baghdad Science Journal

The accumulation of toxic elements in vegetables and melons grown in agriculture, Brassica rapa - turnip, Solanum lycopersicum - tomato, Citrullus lanatus - watermelon, Capsicum annuum - bell pepper, Daucus carota - carrots, Cucurbita pepo - pumpkin, Cucumis melo - melon, and also Prunus armeniaca - apricot from fruit trees were analyzed. The excess of maximum allowable concentrations in agricultural crops of the element As by 1.65-1.75, Cd - 1.6-2.3, Cr -1.2-2.35, Cu -1.6-3.3, Ni - 1.16-3.53, Pb - 1.54-3.08, Al - 1.36-3.5, Sb - 2.0-33, Se - 1.1-3.3 times was established. The maximum allowable concentration of mercury in vegetables …

Untangling The Additive And Multiplicative Relations Between Natural Scenery Exposure And Human-Animal Interaction On Affective Well-Being: Evidence From Daily Diary Studies, Adalia Yin Hui Goh, Shu Min Chia, Nadyanna M. Majeed, Nicole R.Y. Chen, Andree Hartanto

Research Collection School of Social Sciences

Built nature spaces have been increasingly integrated into our urban environments in recent years with the aim of reaping their psychological benefits. However, despite numerous works of research on the relationship between nature exposure and well-being, most studies have looked into the benefits of well-being from the lens of isolated elements of nature, such as natural scenery or animal exposure. This study aims to fill in the gaps by examining the additive and multiplicative relationships between natural scenery exposure and human–animal interaction on affective well-being (i.e., positive affect, negative affect, and stress) through a daily diary study. Over seven days, …

Using Virtual Simulations Of Future Extreme Weather Events To Communicate Climate Change Risk, Terry Van Gevelt, Brian G. Mcadoo, Jie Yang, Linlin Li, Fiona Williamson, Alex Scollay, Aileen Lam, Kwan Nok Chan, Adam D. Switzer

Research Collection College of Integrative Studies

Virtual simulations of future extreme weather events may prove an effective vehicle for climate change risk communication. To test this, we created a 3D virtual simulation of a future tropical cyclone amplified by climate change. Using an experimental framework, we isolated the effect of our simulation on risk perceptions and individual mitigation behaviour for a representative sample (n = 1507) of the general public in Hong Kong. We find that exposure to our simulation is systematically associated with a relatively small decrease in risk perceptions and individual mitigation behaviour. We suggest that this is likely due to climate change scepticism, …

The City Never Sleeps: But When Will Investment Banks Wake Up To The Climate Crisis?, Theodor Florian Cojoianu, Andrea G. F. Hoepner, Fabiola I. Schneider, Michael Urban, Anh Vu, Dariusz Wojcik

Research Collection College of Integrative Studies

Using a global dataset of over 840,000 equity, bond and syndicated loan investment banking deals, we build the fossil fuel investment brokerage profile of financial centres worldwide between 2000 and 2018. We also study whether city-level fossil fuel divestment commitments and country-level green banking policies impact the profile of fossil fuel financial centres over our study timeframe. We find that several financial centres shift their fossil fuel investment brokerage profiles substantially, including the asset classes in which they are active. However, we do not find any evidence that this is driven by city-level divestment commitments. In contrast, we find that …

Deliberate Erring Improves Far Transfer Of Learning More Than Errorless Elaboration And Spotting And Correcting Others' Errors, Sarah Shi Hui Wong

Research Collection School of Social Sciences

Transfer of learning is a fundamental goal of education but is challenging to achieve, especially where far transfer to remote contexts is at stake. How can we improve learners’ flexible application of knowledge to distant domains? In a counterintuitive phenomenon termed the derring effect, deliberately committing and correcting errors in low-stakes contexts enhances learning more than avoiding errors. Whereas this benefit has been demonstrated with tests in domains similar to those in the initial learning task, the present set of three experiments (N = 120) investigated whether deliberate erring boosts far transfer of conceptual knowledge to dissimilar domains. Undergraduates studied …

District-Scale Surface Temperatures Generated From High-Resolution Longitudinal Thermal Infrared Images, Subin Lin, Vasantha Ramani, Miguel Martin, Pandarasamy Arjunan, Adrian Chong, Filip Biljecki, Marcel Ignatius, Clayton Miller, Clayton Miller

Research Collection College of Integrative Studies

This paper describes a dataset collected by infrared thermography, a non-contact, non-intrusive technique to acquire data and analyze the built environment in various aspects. While most studies focus on the city and building scales, an observatory installed on a rooftop provides high temporal and spatial resolution observations with dynamic interactions on the district scale. The rooftop infrared thermography observatory with a multi-modal platform capable of assessing a wide range of dynamic processes in urban systems was deployed in Singapore. It was placed on the top of two buildings that overlook the outdoor context of the National University of Singapore campus. …

The Evolution Of Intelligence: Analysis Of The Journal Of Intelligence And Intelligence, Fabio Andres Parra-Martinez, Ophélie Allyssa Desmet, Jonathan Wai

Education Reform Faculty and Graduate Students Publications

What are the current trends in intelligence research? This parallel bibliometric analysis covers the two premier journals in the field: Intelligence and the Journal of Intelligence (JOI) between 2013 and 2022. Using Scopus data, this paper extends prior bibliometric articles reporting the evolution of the journal Intelligence from 1977 up to 2018. It includes JOI from its inception, along with Intelligence to the present. Although the journal Intelligence’s growth has declined over time, it remains a stronghold for traditional influential research (average publications per year = 71.2, average citations per article = 17.07, average citations per year = 2.68). JOI …

Communication During Covid-19 Crisis: A Case Of Hotels In Turkey, Ayse Selin Dulger, Ayse Bas Collins, Aysegul Gunduz Songur, Cihan Cobanoglu

Journal of Global Hospitality and Tourism

During the COVID-19 pandemic, which has spread all over the world, the importance of communication in terms of knowledge sharing has increased even more in the tourism sector, as in all sectors. Each hotel business has benefited from various communication tools in the pandemic crisis. The aim of this study is to provide an understanding of the crisis communication strategy tackled by the hotels in Turkey during this unprecedented period, via both conventional and internet based public relations and communication platforms within the framework of crisis communication management. For this purpose, in-depth interviews were conducted with 25 hotel managers in …

Voluntourism On The Camino De Santiago – How Iteration Changes Motives, Stakeholder Interaction, And Reintegration Of Hospitaleros, Andreas Braun

Journal of Global Hospitality and Tourism

Hospitaleros who volunteer in the hostels along the Camino de Santiago have, to the best of our knowledge, not yet been examined, from the perspectives of voluntourism and pilgrimage research. This article aims to give an insight into a unique form of volunteering based on 32 interviews with hostel wardens conducted between 2017 and 2021. The results indicate that – while hospitaleros primarily indicate interpersonal motives for their service – the voluntary work serves as a kind of “substitute drug” to satisfy the longing for and dependence on the Camino. With increasing iterations, (1) the strength of the personal motives …

Multi-Ancestry Transcriptome-Wide Association Analyses Yield Insights Into Tobacco Use Biology And Drug Repurposing, Fang Chen, Lisa De Las Fuentes, Et Al.

2020-Current year OA Pubs

Most transcriptome-wide association studies (TWASs) so far focus on European ancestry and lack diversity. To overcome this limitation, we aggregated genome-wide association study (GWAS) summary statistics, whole-genome sequences and expression quantitative trait locus (eQTL) data from diverse ancestries. We developed a new approach, TESLA (multi-ancestry integrative study using an optimal linear combination of association statistics), to integrate an eQTL dataset with a multi-ancestry GWAS. By exploiting shared phenotypic effects between ancestries and accommodating potential effect heterogeneities, TESLA improves power over other TWAS methods. When applied to tobacco use phenotypes, TESLA identified 273 new genes, up to 55% more compared with …

Crowdsourcing Justice, Matthew Dylag

Canadian Journal of Law and Technology

Social media has become ubiquitous in the daily lives of Canadians. Beyond connecting with friends and family, people also turn to social media to find information and seek advice on any number of topics, be it home cooking, workout routines, or automobile purchases. Indeed, social media is a flexible vehicle that can be leveraged for communication on almost any topic. It is not surprising, therefore, that individuals are also turning to social media to help resolve their legal problems. Even a cursory examination of social media will reveal that it is not uncommon for individuals who are experiencing legal difficulties …

Using Exterior Housing Conditions To Predict Elevated Pediatric Blood Lead Levels., Neal J Wilson, Elizabeth Friedman, Kevin Kennedy, Panayiotis T. Manolakos, Lori Reierson, Amy Roberts, Steve Simon

Manuscripts, Articles, Book Chapters and Other Papers

Housing-based lead paint dust is the most common source of lead exposure for US-born children. Although year of housing construction is a critical indicator of the lead hazard to US children, not all housing of the same age poses the same risk to children. Additional information about housing condition is required to differentiate the housing-based lead risk at the parcel level. This study aimed to identify and assess a method for gathering and using observations of exterior housing conditions to identify active housing-based lead hazards at the parcel level. We used a dataset of pediatric blood lead observations (sample years …

Natural History Of Liver Disease In A Large International Cohort Of Children With Alagille Syndrome: Results From The Gala Study., Shannon M. Vandriel, Li-Ting Li, Huiyu She, Jian-She Wang, Melissa A. Gilbert, Irena Jankowska, Piotr Czubkowski, Dorota Gliwicz-Miedzińska, Emmanuel M. Gonzales, Emmanuel Jacquemin, Jérôme Bouligand, Nancy B. Spinner, Kathleen M. Loomes, David A. Piccoli, Lorenzo D'Antiga, Emanuele Nicastro, Étienne Sokal, Tanguy Demaret, Noelle H. Ebel, Jeffrey A. Feinstein, Rima Fawaz, Silvia Nastasio, Florence Lacaille, Dominique Debray, Henrik Arnell, Björn Fischler, Susan Siew, Michael Stormon, Saul J. Karpen, Rene Romero, Kyung Mo Kim, Woo Yim Baek, Winita Hardikar, Sahana Shankar, Amin J. Roberts, Helen M. Evans, M Kyle Jensen, Marianne Kavan, Shikha S. Sundaram, Alexander Chaidez, Palaniswamy Karthikeyan, Maria Camila Sanchez, Maria Lorena Cavalieri, Henkjan J. Verkade, Way Seah Lee, James E. Squires, Christina Hajinicolaou, Chatmanee Lertudomphonwanit, Ryan T. Fischer, Catherine Larson-Nath, Yael Mozer-Glassberg, Cigdem Arikan, Henry C. Lin, Jesus Quintero Bernabeu, Seema Alam, Deirdre A. Kelly, Elisa Carvalho, Cristina Targa Ferreira, Giuseppe Indolfi, Ruben E. Quiros-Tejeira, Pinar Bulut, Pier Luigi Calvo, Zerrin Önal, Pamela L. Valentino, Dev M. Desai, John Eshun, Maria Rogalidou, Antal Dezsőfi, Sabina Wiecek, Gabriella Nebbia, Raquel Borges Pinto, Victorien M. Wolters, María Legarda Tamara, Andréanne N. Zizzo, Jennifer Garcia, Kathleen Schwarz, Marisa Beretta, Thomas Damgaard Sandahl, Carolina Jimenez-Rivera, Nanda Kerkar, Jernej Brecelj, Quais Mujawar, Nathalie Rock, Cristina Molera Busoms, Wikrom Karnsakul, Eberhard Lurz, Ermelinda Santos-Silva, Niviann Blondet, Luis Bujanda, Uzma Shah, Richard J. Thompson, Bettina E E. Hansen, Binita M. Kamath, Global Alagille Alliance (Gala) Study Group

Manuscripts, Articles, Book Chapters and Other Papers

Background and aims: Alagille syndrome (ALGS) is a multisystem disorder, characterized by cholestasis. Existing outcome data are largely derived from tertiary centers, and real-world data are lacking. This study aimed to elucidate the natural history of liver disease in a contemporary, international cohort of children with ALGS.

Approach and results: This was a multicenter retrospective study of children with a clinically and/or genetically confirmed ALGS diagnosis, born between January 1997 and August 2019. Native liver survival (NLS) and event-free survival rates were assessed. Cox models were constructed to identify early biochemical predictors of clinically evident portal hypertension (CEPH) and NLS. …

The Numbers Don’T Lie: A Quantitative Examination Of Trauma Outcomes Among Black Homeless Women, Lisa Marie Persad

Dissertations, Theses, and Capstone Projects

Based on the extensive levels of trauma exposure and the need to provide effective mental health treatment for homeless women and their families, this dissertation was conducted to better understand trauma-related psychological distress and associated mental health outcomes among Black homeless women. More specifically, this study’s researcher examined a national sample of homeless women using three theoretical frameworks (Social Determinants of Health, Critical Race Theory, and Intersectionality), conducting a secondary analysis of the Mental Health Client Level-2018 dataset from the Substance Abuse and Mental Health Services Administration (SAMHSA), and employing hierarchical logistic regression modeling to examine the relative impact of …

Hands. Words. Mirrors. A Letter To My Mother., Iliana Emilia García

Dissertations, Theses, and Capstone Projects

My capstone project is a memoir of my mother in a letter format, where I tell my mother the story she forgot, who she was, where we were, and where we’re headed. After my mother was diagnosed with Alzheimer's in 2013, my focus on telling my family history shifted from research of the family to recovery. The loss of my mother's insight and recollections prompted a shift in the narrative. She, one of the main characters in my story, became my most important audience. In a photo album approach, I aim to rebuild what seems lost. I am keeping the …

Unlocking Potential: The School-To-Prison Pipeline For Students With Disabilities, Navena F. Chaitoo

Dissertations, Theses, and Capstone Projects

This research uses quasi-experimental, matched sampling to examine the school-to-prison pipeline for students with disabilities using data from the National Longitudinal Study of Adolescent to Adult Health. This study presents novel insights into an at-risk group that has faced disproportionate rates of school discipline and incarceration. The study finds school suspension to be associated with future involvement in the criminal legal system and lower educational attainment. Disability was not found to mediate the relationship between suspension and future involvement in the criminal legal system or the relationship between suspension and academic outcomes. However, disability was found to be a statistically …

Chromatic Dissensus: An Otherwise Archive Of Natural Dyes, 1700–1856, Luke Church

Dissertations, Theses, and Capstone Projects

Chromatic Dissensus: An Otherwise Archive of Natural Dyes, 1750-1856 works from the premise that the absences regarding subaltern life structuring the colonial archive are an epistemological problem—that is, navigating the colonial archive requires an interrogation of the parameters and practices of knowledge formation. Building from recent scholarship in early American studies which details how eighteenth-century colonial knowledge developed out of an epistemic entanglement between British colonists, diasporic Africans, and indigenous Americans, my dissertation queries the overdetermination of colonial knowledge and subsequent occlusion of alternative parameters for knowing. Enlisting aesthetics, in its broad definition as the theorization of sense making, my …

Salty: A Diffractive Inquiry Of Visceral Knowing And Embodied Aesthetics, Mei Ling Chua

Dissertations, Theses, and Capstone Projects

This dissertation takes a diffractive, onto-epistemological approach to everyday practices with salt in order to articulate an expanded understanding of meaning making and knowledge production. This research reckons with and challenges dominant modes of knowing that engage a Cartesian perspective to situate knowing as the exclusive domain of the mind in both form and topic of inquiry. This research acts simultaneously as both a direct practice of and metacognition about knowledge production by examining 1. the embodied (including sensory and emotional aspects) and 2. the relational (including interpersonal and socio-cultural) dimensions of experience as visceral knowing. This articulation of …

Race, Gender, Physical Activity, And Cancer: A Quantitative Investigation, Shawna A. Townsend

Dissertations, Theses, and Capstone Projects

Black women are more likely to die from cancer than any other population in the United States. Physical activity is known to be associated with preventing and reducing cancer burden. However, Black women are less physically active than their White counterparts and have a higher prevalence of diseases related to lack of physical activity than any other female group. To better understand these issues, this study employed the self-and-family management framework and intersectionality as theoretical frameworks through a secondary analysis of the Health Information National Trends Survey (HINTS) dataset and hierarchical regression modeling to examine the relative impact of (a.) …

Genomic Underpinnings Of Population Persistence In Isle Royale Moose, Christopher C. Kyriazis, Annabel C. Beichman, Kristin Brzeski, Sarah Hoy, Rolf O. Peterson, John A. Vucetich, Leah Vucetich, Kirk E. Lohmueller, Robert K. Wayne

Michigan Tech Publications, Part 1

Island ecosystems provide natural laboratories to assess the impacts of isolation on population persistence. However, most studies of persistence have focused on a single species, without comparisons to other organisms they interact with in the ecosystem. The case study of moose and gray wolves on Isle Royale allows for a direct contrast of genetic variation in isolated populations that have experienced dramatically differing population trajectories over the past decade. Whereas the Isle Royale wolf population recently declined nearly to extinction due to severe inbreeding depression, the moose population has thrived and continues to persist, despite having low genetic diversity and …

Landslide Susceptibility Assessment Of A Part Of The Western Ghats (India) Employing The Ahp And F-Ahp Models And Comparison With Existing Susceptibility Maps, Sheela Bhuvanendran Bhagya, Anita Saji Sumi, Sankaran Balaji, Jean Homian Danumah, Romulus Costache, Ambujendran Rajaneesh, Ajayakumar Gokul, Chandini Padmanabhapanicker Chandrasenan, Renata Pacheco Quevedo, Alfred Johny, Kochappi Sathyan Sajinkumar, Sunil Saha, Rajendran Shobha Ajin, Pratheesh Chacko Mammen, Kamal Abdelrahman, Mohammed S. Fnais, Mohamed Abioui

Michigan Tech Publications, Part 1

Landslides are prevalent in the Western Ghats, and the incidences that happened in 2021 in the Koottickal area of the Kottayam district (Western Ghats) resulted in the loss of 10 lives. The objectives of this study are to assess the landslide susceptibility of the high-range local self-governments (LSGs) in the Kottayam district using the analytical hierarchy process (AHP) and fuzzy-AHP (F-AHP) models and to compare the performance of existing landslide susceptible maps. This area never witnessed any massive landslides of this dimension, which warrants the necessity of relooking into the existing landslide-susceptible models. For AHP and F-AHP modeling, ten conditioning …

Wildfire Risk Zone Mapping In Contrasting Climatic Conditions: An Approach Employing Ahp And F-Ahp Models, Aishwarya Sinha, Suresh Nikhil, Rajendran Shobha Ajin, Jean Homian Danumah, Sunil Saha, Romulus Costache, Ambujendran Rajaneesh, Kochappi Sathyan Sajinkumar, Kolangad Amrutha, Alfred Johny, Fahad Marzook, Pratheesh Chacko Mammen, Kamal Abdelrahman, Mohammed S. Fnais, Mohamed Abioui

Michigan Tech Publications, Part 1

Wildfires are one of the gravest and most momentous hazards affecting rich forest biomes worldwide; India is one of the hotspots due to its diverse forest types and human-induced reasons. This research aims to identify wildfire risk zones in two contrasting climate zones, the Wayanad Wildlife Sanctuary in the Western Ghats and the Kedarnath Wildlife Sanctuary in the Himalayas, using geospatial tools, analytical hierarchy process (AHP), and fuzzy-AHP models to assess the impacts of various conditioning factors and compare the efficacy of the two models. Both of the wildlife sanctuaries were severely battered by fires in the past, with more …

The Anatomy Of A Migration Policy: An Institutional Analysis Of India’S Migration Policy From The Nineteenth Century To The Present, Ashwin Kumar

Dissertations, Theses, and Capstone Projects

This study looks at the institutional evolution of emigration governance in India from the nineteenth century to the present. Building from Agarwala’s (2022) “Migration Development Regime” framework of emigration governance based on class, I extend it to an analysis of emigration institutions through an archival study of emigration legislation in India. Using a historical-institutionalist framework, I find that legislation and the creation of emigration institutions in the country have roughly followed the migration development regime eras put forward by Agarwala, but in a lagged manner due to political expediency and institutional stickiness based on path dependence. I deviate slightly in …

Analysis Of Freight Movements In The San Joaquin Valley, Aly Tawfik, Utsav Shah

Mineta Transportation Institute

Freight transportation plays a primary role in supply chains, costs, and availability of goods and is a major part of the economy. This study identifies, assesses, and utilizes different data sources to uncover and understand the patterns and movements of different types of freight in the San Joaquin Valley’s (SJV's) different counties. The San Joaquin Valley region consists of eight counties: San Joaquin, Stanislaus, Merced, Madera, Fresno, Kings, and Tulare. This research explored some major datasets with freight information, such as Global Trade Atlas (GTA), Port Imports and Exports Reporting Systems (PIERS), and Streetlight data insights for the year 2019 …