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2022

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Remorse, Relational Legal Consciousness, And The Reproduction Of Carceral Logic, Kathryne M. Young, Hannah Chimowitz Jan 2022

Remorse, Relational Legal Consciousness, And The Reproduction Of Carceral Logic, Kathryne M. Young, Hannah Chimowitz

GW Law Faculty Publications & Other Works

One in seven people in prison in the US is serving a life sentence, and most of these “lifers” will someday be eligible for discretionary parole. But little is known about a key aspect of parole decision-making: remorse assessments. Because remorse is a complex emotion that arises from past wrongdoing and unfolds over time, assessing the sincerity of another person’s remorse is neither a simple task of lie detection, nor of determining emotional authenticity. Instead, remorse involves numerous elements, including the relationship between a person’s past and present motivations, beliefs, and affective states. To understand how parole board members make …


Rethinking The Role Of Employment Barriers In Active Labor Market Policy: Evidence From A Fixed Effects Analysis, Jian Qi Tan, Irene Y. H. Ng, Kong Weng Ho Jan 2022

Rethinking The Role Of Employment Barriers In Active Labor Market Policy: Evidence From A Fixed Effects Analysis, Jian Qi Tan, Irene Y. H. Ng, Kong Weng Ho

Research Collection School Of Economics

Using a panel dataset from a five-wave survey of participants in Singapore’s Work Support Programme (WSP) from 2010 to 2016, we quantify the cumulative negative impact of facing multiple employment barriers and demonstrate the association between the individual stressors and labor market indicators. Using a fixed effects model to reduce the confounding effects of unobservables, we find that a one standard deviation increase in the number of employment barriers brings about a 2.7 to 3.5 percentage point increase in the probability of being unemployed and a 58 SGD to 78 SGD decrease in individual earnings.


Does A District Mandate Matter For The Behavior Of Politicians? An Analysis Of Roll-Call Votes And Parliamentary Speeches, Andreas Born, Aljoscha Janssen Jan 2022

Does A District Mandate Matter For The Behavior Of Politicians? An Analysis Of Roll-Call Votes And Parliamentary Speeches, Andreas Born, Aljoscha Janssen

Research Collection School Of Economics

In most democracies, members of parliament (MPs) are elected either through a party list or by a district. We use a discontinuity in the German electoral system to investigate the causal effect of a district election on an MP’s conformity with the party line. A district election does not affect roll-call voting behavior causally, possibly due to overall high adherence to party-line voting. Analyzing the parliamentary speeches of each MP allows us to overcome the high party-line discipline with regard to parliamentary voting. Using textual analysis and machine learning techniques, we create two measures of closeness of an MP’s speeches …


Sustainable Strategies For Mass Rapid Transit Ppps, Sock Yong Phang, Bin Chye Tan Jan 2022

Sustainable Strategies For Mass Rapid Transit Ppps, Sock Yong Phang, Bin Chye Tan

Research Collection School Of Economics

Mass rapid transit (MRT) PPPs have proliferated in the past two decades. This chapter provides a framework to categorise and understand alternative PPP designs. As MRT systems are inherently large, unprofitable and risky projects, PPP design is critical to project success and sustainability. We study the experiences of MRT PPPs in London, Hong Kong, Singapore and Beijing to understand factors underlying success and failure and to arrive at policy recommendations for PPPs. Policymakers need to have additional governance improvement and risk mitigation measures in place when tied supply chains are utilised. Hong Kong’s experience illustrates that ‘Rail plus Property’ strategy …


Does A District Mandate Matter For The Behavior Of Politicians? An Analysis Of Roll-Call Votes And Parliamentary Speeches, Andreas Born, Aljoscha Janssen Jan 2022

Does A District Mandate Matter For The Behavior Of Politicians? An Analysis Of Roll-Call Votes And Parliamentary Speeches, Andreas Born, Aljoscha Janssen

Research Collection School Of Economics

In most democracies, members of parliament (MPs) are elected either through a party list or by a district. We use a discontinuity in the German electoral system to investigate the causal effect of a district election on an MP’s conformity with the party line. A district election does not affect roll-call voting behavior causally, possibly due to overall high adherence to party-line voting. Analyzing the parliamentary speeches of each MP allows us to overcome the high party-line discipline with regard to parliamentary voting. Using textual analysis and machine learning techniques, we create two measures of closeness of an MP’s speeches …


Forecasting Equity Index Volatility By Measuring The Linkage Among Component Stocks, Yue Qiu, Tian Xie, Jun Yu, Qiankun Zhou Jan 2022

Forecasting Equity Index Volatility By Measuring The Linkage Among Component Stocks, Yue Qiu, Tian Xie, Jun Yu, Qiankun Zhou

Research Collection School Of Economics

The linkage among the realized volatilities of component stocks is important when modeling and forecasting the relevant index volatility. In this article, the linkage is measured via an extended Common Correlated Effects (CCEs) approach under a panel heterogeneous autoregression model where unobserved common factors in errors are assumed. Consistency of the CCE estimator is obtained. The common factors are extracted using the principal component analysis. Empirical studies show that realized volatility models exploiting the linkage effects lead to significantly better out-of-sample forecast performance, for example, an up to 32% increase in the pseudo R2. We also conduct various forecasting exercises …


A Systematic, Holistic And Transdisciplinary Energy Management Framework To Promote Environmentally Sustainable Shipyards, Seyedvahid Vakili Jan 2022

A Systematic, Holistic And Transdisciplinary Energy Management Framework To Promote Environmentally Sustainable Shipyards, Seyedvahid Vakili

World Maritime University Ph.D. Dissertations

Shipbuilding is an energy-intensive industry and has negative environmental impacts. Given the contribution of the production phase to ships' air emissions throughout their life cycle, there is no international regulation to monitor, control or reduce air emissions during this phase. However, it may be covered by State’s Nationally Determined Contributions (NDC) under the Paris Agreement. Achieving a zero-emission shipping industry requires a broader, holistic, systematic and "cradle to grave" approach that takes into account the life cycle of the ship, from production to scrapping.

The aim of the study is to develop to a holistic and systematic approach to reducing …


Teachers’ Understandings Of The Social And Professional Support Needed To Implement Change In Qatar, Ibrahim M. Karkouti, Reem Khalid Abu-Shawish, Michael H. Romanowski Jan 2022

Teachers’ Understandings Of The Social And Professional Support Needed To Implement Change In Qatar, Ibrahim M. Karkouti, Reem Khalid Abu-Shawish, Michael H. Romanowski

Faculty Journal Articles

Currently, Qatar is implementing an educational reform to enhance teaching and learning in public and private schools. The Qatar National School Accreditation significantly impacted Qatar's private schools, requiring teachers to implement various mandated educational changes. Using House (1981) types of social support, this qualitative, phenomenological study was designed to explore teachers' understandings regarding the social and professional support they need to implement educational change at an international school in Qatar. To help teachers engage in change, findings revealed that educational leaders need to heed teacher wellbeing during educational reform, educational change should be contextualized and tailored to the needs of …


Viral Outbreaks Detection And Surveillance Using Wastewater-Based Epidemiology, Viral Air Sampling, And Machine Learning Techniques: A Comprehensive Review And Outlook, Omar M. Abdeldayem, Areeg M. Dabbish, Mahmoud M. Habashy, Mohamed K. Mostafa Jan 2022

Viral Outbreaks Detection And Surveillance Using Wastewater-Based Epidemiology, Viral Air Sampling, And Machine Learning Techniques: A Comprehensive Review And Outlook, Omar M. Abdeldayem, Areeg M. Dabbish, Mahmoud M. Habashy, Mohamed K. Mostafa

Faculty Journal Articles

A viral outbreak is a global challenge that affects public health and safety. The coronavirus disease 2019 (COVID-19) has been spreading globally, affecting millions of people worldwide, and led to significant loss of lives and deterioration of the global economy. The current adverse effects caused by the COVID-19 pandemic demands finding new detection methods for future viral outbreaks. The environment's transmission pathways include and are not limited to air, surface water, and wastewater environments. The wastewater surveillance, known as wastewater-based epidemiology (WBE), can potentially monitor viral outbreaks and provide a complementary clinical testing method. Another investigated outbreak surveillance technique that …


Mindfulness, Recovery-Stress Balance, And Well-Being Among University Dance Students, Peta Blevins, Gene Moyle, Shona Erskine, Luke Hopper Jan 2022

Mindfulness, Recovery-Stress Balance, And Well-Being Among University Dance Students, Peta Blevins, Gene Moyle, Shona Erskine, Luke Hopper

Research outputs 2014 to 2021

Dance students face many physical and psychological stressors in their training and daily lives, therefore methods for coping with stress are essential for performance enhancement and general wellbeing. This study aimed to investigate the relationships between mindfulness, stress, recovery, and wellbeing among university level vocational dance students. Seventy-two dance students at two Australian universities completed online self-report measures of mindfulness, recovery-stress states, and affect. Correlation coefficients indicated a significant positive relationship between mindfulness and positive affect, and significant negative relationships between mindfulness and stress, and mindfulness and negative affect. MANOVA revealed differences between high mindfulness and low mindfulness groups on …


“Om” Chanting And Its Impact On Selected Neuropsychological Functions: A Literature Overview, Suresh Kumar Thanneeru, Roshan F. Sutar, Vijendra Singh, Anuradha Kushwah, Saikat Das, Mahendra Atlani, Madhukar Mittal, Amit Agrawal Jan 2022

“Om” Chanting And Its Impact On Selected Neuropsychological Functions: A Literature Overview, Suresh Kumar Thanneeru, Roshan F. Sutar, Vijendra Singh, Anuradha Kushwah, Saikat Das, Mahendra Atlani, Madhukar Mittal, Amit Agrawal

Manipal Journal of Medical Sciences

The "OM" mantra is one of the most sacred symbols in Indian culture, and Om chanting holds emotional, spiritual, and religious significance. The domain and spectrum of the impact of "Om" chanting include delta and theta brainwaves on EEG, overall EEG activity, asthma symptom control, quality of life, brain hemodynamics, and physiological and psychological effects of "Om" chanting and singing. It also plays a role in the management of major depressive disorder (MDD). "OM" listening or chanting activates the frontal lobe and supramarginal gyrus, promoting calmness, enhancing thinking processes, and improving memory. In the present review, we selectively examine articles …


Assessment Of The Impact Of The Lockdown On The Use Of Medications For Chronic Diseases In The State Of Goa, Sayed Sf, Dias A, Viegas M Jan 2022

Assessment Of The Impact Of The Lockdown On The Use Of Medications For Chronic Diseases In The State Of Goa, Sayed Sf, Dias A, Viegas M

Manipal Journal of Medical Sciences

Background: The COVID-19 pandemic came as a shock to citizens globally and those dependent on medications for chronic conditions were hit the hardest during the long lockdowns. This study aims to assess how the medications for chronic conditions in the state of Goa were impacted and the change in practices and attitude towards purchase and compliance.

Methods: It was a cross sectional study conducted on 264 participants from various parts of Goa, a state on the western coast of India. Data was collected using an online questionnaire using Google forms which involved closed and open ended questions assessing attitude, compliance …


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 …


M-Cubes: An Efficient And Portable Implementation Of Multi-Dimensional Integration For Gpus, Ioannis Sakiotis, Kamesh Arumugam, Marc Paterno, Desh Ranjan, Balŝa Terzić, Mohammad Zubair Jan 2022

M-Cubes: An Efficient And Portable Implementation Of Multi-Dimensional Integration For Gpus, Ioannis Sakiotis, Kamesh Arumugam, Marc Paterno, Desh Ranjan, Balŝa Terzić, Mohammad Zubair

Computer Science Faculty Publications

The task of multi-dimensional numerical integration is frequently encountered in physics and other scientific fields, e.g., in modeling the effects of systematic uncertainties in physical systems and in Bayesian parameter estimation. Multi-dimensional integration is often time-prohibitive on CPUs. Efficient implementation on many-core architectures is challenging as the workload across the integration space cannot be predicted a priori. We propose m-Cubes, a novel implementation of the well-known Vegas algorithm for execution on GPUs. Vegas transforms integration variables followed by calculation of a Monte Carlo integral estimate using adaptive partitioning of the resulting space. mCubes improves performance on GPUs by maintaining relatively …


Eye Movement And Pupil Measures: A Review, Bhanuka Mahanama, Yasith Jayawardana, Sundararaman Rengarajan, Gavindya Jayawardena, Leanne Chukoskie, Joseph Snider, Sampath Jayarathna Jan 2022

Eye Movement And Pupil Measures: A Review, Bhanuka Mahanama, Yasith Jayawardana, Sundararaman Rengarajan, Gavindya Jayawardena, Leanne Chukoskie, Joseph Snider, Sampath Jayarathna

Computer Science Faculty Publications

Our subjective visual experiences involve complex interaction between our eyes, our brain, and the surrounding world. It gives us the sense of sight, color, stereopsis, distance, pattern recognition, motor coordination, and more. The increasing ubiquity of gaze-aware technology brings with it the ability to track gaze and pupil measures with varying degrees of fidelity. With this in mind, a review that considers the various gaze measures becomes increasingly relevant, especially considering our ability to make sense of these signals given different spatio-temporal sampling capacities. In this paper, we selectively review prior work on eye movements and pupil measures. We first …


Introducing A Real-Time Advanced Eye Movements Analysis Pipeline, Gavindya Jayawardana Jan 2022

Introducing A Real-Time Advanced Eye Movements Analysis Pipeline, Gavindya Jayawardana

Computer Science Faculty Publications

Real-Time Advanced Eye Movements Analysis Pipeline (RAEMAP) is an advanced pipeline to analyze traditional positional gaze measurements as well as advanced eye gaze measurements. The proposed implementation of RAEMAP includes real-time analysis of fixations, saccades, gaze transition entropy, and low/high index of pupillary activity. RAEMAP will also provide visualizations of fixations, fixations on AOIs, heatmaps, and dynamic AOI generation in real-time. This paper outlines the proposed architecture of RAEMAP.


Completing Single-Cell Dna Methylome Profiles Via Transfer Learning Together With Kl-Divergence, Sanjeeva Dodlapati, Zongliang Jiang, Jiangwen Sun Jan 2022

Completing Single-Cell Dna Methylome Profiles Via Transfer Learning Together With Kl-Divergence, Sanjeeva Dodlapati, Zongliang Jiang, Jiangwen Sun

Computer Science Faculty Publications

The high level of sparsity in methylome profiles obtained using whole-genome bisulfite sequencing in the case of low biological material amount limits its value in the study of systems in which large samples are difficult to assemble, such as mammalian preimplantation embryonic development. The recently developed computational methods for addressing the sparsity by imputing missing have their limits when the required minimum data coverage or profiles of the same tissue in other modalities are not available. In this study, we explored the use of transfer learning together with Kullback-Leibler (KL) divergence to train predictive models for completing methylome profiles with …


Camouflaged Poisoning Attack On Graph Neural Networks, Chao Jiang, Yi He, Richard Chapman, Hongyi Wu Jan 2022

Camouflaged Poisoning Attack On Graph Neural Networks, Chao Jiang, Yi He, Richard Chapman, Hongyi Wu

Computer Science Faculty Publications

Graph neural networks (GNNs) have enabled the automation of many web applications that entail node classification on graphs, such as scam detection in social media and event prediction in service networks. Nevertheless, recent studies revealed that the GNNs are vulnerable to adversarial attacks, where feeding GNNs with poisoned data at training time can lead them to yield catastrophically devastative test accuracy. This finding heats up the frontier of attacks and defenses against GNNs. However, the prior studies mainly posit that the adversaries can enjoy free access to manipulate the original graph, while obtaining such access could be too costly in …


Ready Raider One: Exploring The Misuse Of Cloud Gaming Services, Guannan Liu, Daiping Liu, Shuai Hao, Xing Gao, Kun Sun, Haining Wang Jan 2022

Ready Raider One: Exploring The Misuse Of Cloud Gaming Services, Guannan Liu, Daiping Liu, Shuai Hao, Xing Gao, Kun Sun, Haining Wang

Computer Science Faculty Publications

Cloud gaming has become an emerging computing paradigm in recent years, allowing computer games to offload complex graphics and logic computation to the cloud. To deliver a smooth and high-quality gaming experience, cloud gaming services have invested abundant computing resources in the cloud, including adequate CPUs, top-tier GPUs, and high-bandwidth Internet connections. Unfortunately, the abundant computing resources offered by cloud gaming are vulnerable to misuse and exploitation for malicious purposes. In this paper, we present an in-depth study on security vulnerabilities in cloud gaming services. Specifically, we reveal that adversaries can purposely inject malicious programs/URLs into the cloud gaming services …


Co-Simulation Of Optimal Evse And Techno-Economic System Design Models For Electrified Fleets, Nuh Erdogan, Sadik Kucuksari, Umit Cali Jan 2022

Co-Simulation Of Optimal Evse And Techno-Economic System Design Models For Electrified Fleets, Nuh Erdogan, Sadik Kucuksari, Umit Cali

Faculty Publications

As the transition to electric mobility is expanding at a rapid pace, operationally feasible and economically viable charging infrastructure is needed to support electrified fleets. This paper presents a co-simulation of optimal electric vehicle supply equipment (EVSE) and techno-economic system design models to investigate the behaviors of various EVSE configurations from cost and technical aspects. While the system design optimization is performed for a grid-tied PV system, the optimal EVSE model considers all EVSE options which are currently installed at workplaces. To investigate the impact of EV utilization rate, three fleet sizes are considered that are generated based on real …


I, Jill Alexander, American Girl Revolutionary, Taraneh M. Haghanikar Jan 2022

I, Jill Alexander, American Girl Revolutionary, Taraneh M. Haghanikar

Faculty Publications

Analyzing the insider-outsider continuum in Remembrance of the Sun (1986, 2011) by Kate Gilmore, the purpose of this paper is to reveal different levels of being a female outsider protagonist moving along the insider-outsider continuum, maintaining an outsider voice, and at the same time developing an insider perspective. Remembrance of the Sun is a historical fiction authored by an outsider and set in 1978, one year before the Islamic revolution in Iran. After moving from New England to Tehran, Jill, a seventeen-year-old American girl, struggles to adjust to an unfamiliar lifestyle. However, her experience becomes a story of love and …


Research And Graduate Studies Annual Report, 2022, Office Of Research And Graduate Studies, Illinois State University Jan 2022

Research And Graduate Studies Annual Report, 2022, Office Of Research And Graduate Studies, Illinois State University

Research and Graduate Studies Annual Report

No abstract provided.


Soil Organic Carbon Accumulation In Restored Native Prairies Over Time, Samrin Shahnaz Jan 2022

Soil Organic Carbon Accumulation In Restored Native Prairies Over Time, Samrin Shahnaz

Honors Program Theses

With the recent focus on the causes and effects of climate change, the relationship between agriculture and climate change has become an important concern. Conventional farming maximizes crop production at the expense of ecosystem services like soil carbon storage. As the human population grows, it is vital to develop practices that balance crop production and ecosystem services.

We investigated organic carbon accumulation in restored prairie soil over the course of a decade. Our goal was to determine how organic carbon levels and soil bulk density changed over time, and how that change was influenced by species diversity and soil depth. …


Assessing And Meeting The Mental Health Needs Of Student Athletes - A Case Study Of The University Of Northern Iowa, Samantha Bennett Jan 2022

Assessing And Meeting The Mental Health Needs Of Student Athletes - A Case Study Of The University Of Northern Iowa, Samantha Bennett

Honors Program Theses

It is my hope with this work to shed light on these grave issues facing our student-athletes at UNI, and to more greatly inform community members about the real experiences of this population. Readers should come away with an understanding of why greater action is necessary to help our student-athletes and remedy the disparities our campus is seeing in terms of mental health resource need and acquisition.


For stakeholders and institutional leaders at UNI, I hope this paper may provide a helpful and informed
framework for responding to the issues being presented by our athletics community.


Social Media Recruitment And Online Propaganda By Extremist Groups, Megan Marie Robinson Jan 2022

Social Media Recruitment And Online Propaganda By Extremist Groups, Megan Marie Robinson

Honors Program Theses

As billions of people turn to their technologically elite phones and laptops for immediate information, online groups have learned how to take advantage of social media patterns and isolate people into a specific belief or carefully tailored platforms that eliminate opposing ideas. Extremist groups’ online presence have been studied as individual dilemmas, rather than being studied for patterns to combat the rapidly increasing radicalization of people who had no claim to these beliefs before social media. This study will contrast the online presence of the Islamic State of Iraq and Syria (ISIS) and the January 6th insurrectionists in terms of …


Influence Of The Cpa Credential On The Life Satisfaction Of University Of Northern Iowa Accounting Alumni, Derek Richard Koppes Jan 2022

Influence Of The Cpa Credential On The Life Satisfaction Of University Of Northern Iowa Accounting Alumni, Derek Richard Koppes

Honors Program Theses

This paper aims to explore the relationship between obtaining a CPA as a University of Northern Iowa accounting graduate and measures of life satisfaction. In this study, survey data were collected from a random sample of University of Northern Iowa accounting graduates. The research suggests that graduates who obtained the CPA credential have higher levels of life satisfaction. Accounting students at the University of Northern Iowa for years to come stand to benefit greatly from this research because the results of this study provide more insight into the favorable outcomes that are enjoyed by accounting alumni who elected to pursue …


Testing The Efficiency Of The Nfl Betting Market, Ryan Earl Oswald Jan 2022

Testing The Efficiency Of The Nfl Betting Market, Ryan Earl Oswald

Honors Program Theses

This paper seeks to investigate the NFL betting market, using statistical and economic tests to challenge the Efficient Market Hypothesis’ claim that it is efficient and no strategy can be expected to make a profit. Specifically, this paper studies the spread, over-under, and money line markets to see if each is efficient on their own and as a collective. In looking to see how these lines can influence the outcomes of each other, this paper finds a number of strategies that were profitable over the timeframe of the data. This shows that the NFL betting market was not completely efficient …


College-Age Students' Attitudes Toward Essential Oils, Alternative Medicines, And Modern Medicine, Taylor Nicole Brown Jan 2022

College-Age Students' Attitudes Toward Essential Oils, Alternative Medicines, And Modern Medicine, Taylor Nicole Brown

Honors Program Theses

The purpose of this pilot study was to examine the attitudes of college-age students on the use of essential oils, alternative medicines, and modern medicine. Essential oils are natural oils that contain the essence/fragrance of a plant and are often used for cleaning purposes (e.g., in soaps, detergents, disinfectant sprays) and therapeutic purposes (e.g., relieving aches and pains, calming a person, healing illnesses and injuries, improving mood). Although essential oils are primarily used in alternative medicine, some oils have also been used on an experimental basis in modern medical settings (Corner et al., 1995).

College-age students took part in an …


Leveraging Machine Learning For Detecting Iot-Based Interference In Operational Wifi Networks, Josh Pulse Jan 2022

Leveraging Machine Learning For Detecting Iot-Based Interference In Operational Wifi Networks, Josh Pulse

Honors Program Theses

IoT (Internet of Things) devices have become increasingly popular in recent years while WiFi continues to serve as primary network provider indoors. With the advancements in technology, the networks of IoT devices continue to weave closely with indoor WiFi network deployments. Both kinds of these networks primarily operate in 2.4 GHz ISM Band (though latest WiFi standards can operate in 5 GHz and 60 GHz bands, too). With the multitude of tiny IoT sensors being deployed indoors alongside operational WiFi networks, severe interference scenarios cannot be ruled out. As a result of this interference, performance of WiFi networks is bound …


The Development Of A Photographic Atlas Of Plant Adaptations For Pollination, Bethany Van Dusseldorp Jan 2022

The Development Of A Photographic Atlas Of Plant Adaptations For Pollination, Bethany Van Dusseldorp

Honors Program Theses

Plants have biotic, abiotic, or both biotic and abiotic adaptations for pollination, depending on how they are structured and the attraction between the plant and pollinator. The main focus for this project was biotic adaptations for pollination, and how various plants are specifically structured for the insect, bird, or mammal to pick up the pollen and carry it to the next plant. Documentation, using image/focus stacking and macro photography, was done of the structures of various plants from the University of Northern Iowa (UNI) Botanical Center to support the reason for why plants are structured the way they are. While …