Physical Sciences and Mathematics Commons^™

Environmental Science And Policy Master’S Portfolio, Nathaniel K. Lapides

Sustainability and Social Justice

The following Environmental Science and Policy Master’s Portfolio is a compilation of works completed individually and with peers in order to fulfill requirements for the Master of Science degree. These works demonstrate breadth, depth, and the interdisciplinary nature of the course of study. As an undergraduate student at Clark University I studied Environmental Science with a concentration in Earth Systems Science. I was interested in learning about the natural world and wanted to develop a deeper connection to it. Inevitably, I was exposed to courses that examined the causes and effects of global climate change and this topic became my …

Development Of A Decision Support System For Post Mining Land Use On Abandoned Surface Coal Mines In Appalachia, Matthew Zimmerman

Sustainability and Social Justice

Decision support systems are diverse and have been used to solve multiple problems ranging from the complex to the simple. With the complexity of environmental decisions today, these systems provide a logic based approach to evaluating and choosing environmental solutions. Abandoned mining lands (AML) are an issue for the environment in the Appalachian region. Given this a decision support system was designed using previously created frameworks and indices from other systems created. The system is comprised of two main sections, selecting the ideal post-mining land-use (PMLU), and maximizing the potential of land to be reclaimed under budgetary constraints. This system …

Histogram Of Oriented Phase (Hop): A New Descriptor Based On Phase Congruency, Hussin Ragb, Vijayan K. Asari

Electrical and Computer Engineering Faculty Publications

In this paper we present a low level image descriptor called Histogram of Oriented Phase based on phase congruency concept and the Principal Component Analysis (PCA). Since the phase of the signal conveys more information regarding signal structure than the magnitude, the proposed descriptor can precisely identify and localize image features over the gradient based techniques, especially in the regions affected by illumination changes. The proposed features can be formed by extracting the phase congruency information for each pixel in the image with respect to its neighborhood. Histograms of the phase congruency values of the local regions in the image …

Creating Value In The Voluntary Carbon Market: Opportunities For Small-Scale Coffee Producers In Latin America To Access Carbon Capital., Ruby Woodside

Sustainability and Social Justice

Agroforestry producers have not participated on a large-scale in carbon markets. This paper assesses the potential for small-scale coffee producers to access the voluntary carbon market. A review of the current market including standards, trends, and how value is created is followed by an overview of Latin American coffee production. Drawing on tools from the conceptual framework of global production networks I explore how coffee producers can benefit from the development of carbon credits. Current carbon credit projects under development with coffee producers are considered, and one case study presented. The tools and conditions necessary for full access to carbon …

Which Robust Versions Of Sample Variance And Sample Covariance Are Most Appropriate For Econometrics: Symmetry-Based Analysis, Songsak Sriboonchitta, Ildar Batyrshin, Vladik Kreinovich

Departmental Technical Reports (CS)

In many practical situations, we do not know the shape of the corresponding probability distributions and therefore, we need to use robust statistical techniques, i.e., techniques that are applicable to all possible distributions. Empirically, it turns out the the most efficient robust version of sample variance is the average value of the p-th powers of the deviations |x_i- a| from the (estimated) mean a. In this paper, we use natural symmetries to provide a theoretical explanation for this empirical success, and to show how this optimal robust version of sample variance can be naturally extended to a robust …

Empirically Successful Transformations From Non-Gaussian To Close-To-Gaussian Distributions: Theoretical Justification, Thongchai Dumrongpokaphan, Perdo Barragan, Vladik Kreinovich

Departmental Technical Reports (CS)

A large number of efficient statistical methods have been designed for a frequent case when the distributions are normal (Gaussian). In practice, many probability distributions are not normal. In this case, Gaussian-based techniques cannot directly applied. In many cases, however, we can apply these techniques indirectly -- by first applying an appropriate transformation to the original variables, after which their distribution becomes close to normal. Empirical analysis of different transformations has shown that the most successful are the power transformations X → X^h and their modifications. In this paper, we provide a symmetry-based explanation for this empirical success.

Big Data: A Geometric Explanation Of A Seemingly Counterintuitive Strategy, Olga Kosheleva, Vladik Kreinovich

Departmental Technical Reports (CS)

Traditionally, the progress in science was usually achieved by gradually modifying known problem-solving techniques -- so that the modified techniques can solve problems similar to the already-solved ones. Recently, however, a different -- successful -- paradigm of big data appeared. In the big data paradigm, we, in contrast, look for problems which cannot be solved by gradual modifications of the existing methods. In this paper, we propose a geometric explanation for the empirical success of this new paradigm.

Ant Colony Optimization For Continuous Spaces, Rachel Findley

Computer Science and Computer Engineering Undergraduate Honors Theses

Ant Colony Optimization (ACO) is an optimization algorithm designed to find semi-optimal solutions to Combinatorial Optimization Problems. The challenge of modifying this algorithm to effectively optimize over a continuous domain is one that has been tackled by several researchers. In this paper, ACO has been modified to use several variations of the algorithm for continuous spaces. An aspect of ACO which is crucial to its success when optimizing over a continuous space is choosing the appropriate object (solution component) out of an infinite set to add to the ant's path. This step is highly important in shaping good solutions. Important …

Possible Signatures Of Dissipation From Time-Series Analysis Techniques Using A Turbulent Laboratory Magnetohydrodynamic Plasma, D. A. Schaffner, Michael R. Brown, Ariel B. Rock , '16

Physics & Astronomy Faculty Works

The frequency spectrum of magnetic fluctuations as measured on the Swarthmore Spheromak Experiment is broadband and exhibits a nearly Kolmogorov 5/3 scaling. It features a steepening region which is indicative of dissipation of magnetic fluctuation energy similar to that observed in fluid and magnetohydrodynamic turbulence systems. Two non-spectrum based time-series analysis techniques are implemented on this data set in order to seek other possible signatures of turbulent dissipation beyond just the steepening of fluctuation spectra. Presented here are results for the flatness, permutation entropy, and statistical complexity, each of which exhibits a particular character at spectral steepening scales which can …

Charlton Fire Department Resident Expectations: Survey And Analysis, Natalie Omary, Jingxin Wen, Junchen Chen, Denis Kornev

School of Professional Studies

The Town of Charlton is located in the heart of the Massachusetts with a resident population of just under 14,000 people. The Charlton Fire Department serves the town for needs related to fire fighting, fire prevention, burning permits and inspection services along with emergency medical services. The Department has requested the assistance of the Clark University COPACE Capstone students in creating and conducting survey in order to get a sense of what the resident of the town know about the fire department and to better gauge their expectations about what the department can provide for them. The survey was formulated …

Automating 3d Wireless Measurements With Drones, Ethan Yu

Dartmouth College Undergraduate Theses

Wireless signals and networks are ubiquitous in today’s world. Though more reliable than ever, wireless networks still struggle with weak coverage, blind spots, and interference. Having a strong understanding of wireless signal propagation is essential for increasing coverage, optimizing performance, and minimizing interference for wireless networks. Extensive studies have been done on the propagation of wireless signals, and many theoretical models have been made to simulate wireless signal propagation. Unfortunately, models of signal propagation are often not accurate in reality, and real- world signal measurements are required for validation. Existing methods for collecting wireless measurements involve human researchers walking to …

Stressaware: App For Continuously Measuring And Monitoring Stress Levels In Real Time On The Amulet Wearable Device, George G. Boateng

Dartmouth College Undergraduate Theses

Stress is the root cause of many diseases. Being able to monitor when and why a person is stressed could inform personal stress management as well as interventions when necessary. In this thesis, I present StressAware, an application on the Amulet wearable platform to measure the stress levels of individuals continuously and in real time. The app implements a stress detection model, continuously streams heart rate data from a commercial heart-rate monitor such as a Zephyr and Polar H7, classifies the stress level of an individual, logs the stress level and then displays it as a graph on the screen. …

Integrating Bluetooth Low Energy Peripherals With The Amulet, Anna J. Knowles

Dartmouth College Undergraduate Theses

The Amulet is a health monitor, similar in size and shape to a smartwatch but specifically designed to have a longer battery life and handle data securely. It is equipped with a Bluetooth Low Energy (BLE) radio in order to receive data from BLE-enabled sensors and transmit data to smartphones, but the full implementation of BLE communication on the Amulet is still a work in progress. This thesis describes architectural changes that improve the Amulet's ability to receive data from a variety of BLE-enabled sensors and make it easier for developers to integrate new BLE-enabled sensors with the Amulet by …

Bloon: Software And Hardware For Data Collection And Real-Time Analysis, Jacob Z. Weiss

Dartmouth College Undergraduate Theses

Bloon is a powerful, user-friendly parsing and plotting utility optimized for use in real-time applications that I wrote for the Mac. Its generalized parser is capable of handling a wide variety of data formats. If you can define it in Bloon’s parsing language, then Bloon can parse and plot it. Bloon’s grapher is also extremely powerful, allowing users to zoom and scroll about millions of data points smoothly in real time. Bloon makes the difficult task of real-time data collection and visualization a breeze.

All Your Base Are Belong To You: Improved Browser Anonymity And Security On Android, Peter Saisi

Dartmouth College Undergraduate Theses

Android is the most popular mobile operating system in the world. Android holds a marketshare of 82% with iOS, its nearest rival, managing a distant 13.9%. Android’s unparalleled ubiquity makes it a popular target for malware and malvertising. Specifically, Android browsers have been targeted because many users spend great durations of time browsing the Internet. Unfortunately, as ways to track, fingerprint, and exploit unsuspecting users have increased, Browsing Anonymity and Security (BASE) has contrastingly stalled. Third party apps seeking to displace the oft-maligned stock browser tend to focus on user privacy and defer malware defense to default operating system protections. …

Professor Pang Hwee Hwa Appointed Dean Of Smu School Of Information Systems, Singapore Management University

SMU Press Releases and News

The Singapore Management University (SMU) has announced today the appointment of Professor Pang Hwee Hwa as the next Dean of the SMU School of Information Systems (SIS) with effect from 1 July 2016 for a term of five years. Selected from a global pool of candidates after an extensive and rigorous global search which started in October 2015, Prof Pang’s strong commitment to research in information systems and a passion for excellence in education, make him the ideal candidate to lead the School of Information Systems.

Land Change Modeling: Summer 2015 Internship With Clark Labs, Xiaoyang Kong

Sustainability and Social Justice

My internship with Clark Labs was completed during the summer of 2015, where I worked under the direction of Dr. Ronald Eastman. As a research assistant, the responsibilities of my internship was to process data for a project that intended to develop a web application for land change modeling. I learned a lot of knowledge about land change science and GIS applications from this internship. The experience I gained will definitely increase my competitiveness in my future career. I am fully satisfied with this internship and I would recommend this internship to anybody interested in GIS and land change science. …

Cosmological Models Through Spatial Ricci Flow, Ramesh Sharma

Mathematics Faculty Publications

We consider the synchronization of the Einstein’s flow with the Ricci-flow of the standard spatial slices of the Robertson–Walker space–time and show that associated perfect fluid solution has a quadratic equation of state and is either spherical and collapsing, or hyperbolic and expanding.
Read More: http://www.worldscientific.com/doi/abs/10.1142/S0219887816500699

Information Technology Proposal For The Town Of Spencer, Vijay Basava, Corey Kenyon, Mahdi Soltani

School of Professional Studies

The Town of Spencer came to us looking for a plan to build and maintain their own personal fiber network for connection between departments and to improve data security for important information. After assessing the existing landscape and determining the various paths forward, we created network diagrams and plans for the movement forward of this project.

After assessing a variety of plans, we found that a full single-mode fiber network would be the best system for the implementation in Spencer. While it was the highest cost, it also scored the highest in our assessment.

Evaluation Of Alternative Strategies To Prevent Leopard Predation On Livestock Around Yala National Park, Sri Lanka, Sanjiv Fernando

Sustainability and Social Justice

In recent years, many livestock herders living near Yala National Park, Sri Lanka have reported livestock losses due to predation by leopards (Panthera pardus kotiya). Despite herders’ attempts to safeguard their cattle, livestock depredation remains an issue, sometimes causing herders to kill leopards in retaliation. In an effort to mitigate the human-leopard conflict, protective cattle enclosures made from steel pipes and mesh wire were introduced to prevent leopard attacks on cattle. This study aims to assess the severity of leopard predation on livestock, understand the methods used in retaliatory killings, examine the effectiveness of existing livestock protection methods, …

Developing An Online Database Of Experts For The Worcester Regional Chamber Of Commerce, Zikan Chen, Douglas Grey, Pranjal Shah

School of Professional Studies

The Worcester Regional Chamber of Commerce as part of their mission to attract business to the Worcester area, want to create an online searchable database of industry experts made up of faculty members of the Colleges and Universities in the Worcester area. This online database will be placed on the Worcester Regional Chamber of Commerce Higher Education – Business Partnership page on their website. The limitations placed on this request are that the Regional Chamber as of this moment have no monetary or Information Technologies resources to provide for the realization of this request.

The proliferation of as A Service …

Cybersecurity Awareness Shrewsbury Public Schools, Brittany Crompton, David Thompson, Manuel Reyes, Xueyan Zhao, Xueke Zou

School of Professional Studies

In the 21st Century, technology reaches every aspect of our lives. As “digital citizens” we must be aware of the dangers both to our technological equipment and our personal information stored, transmitted, and processed on this equipment. The Cybersecurity Awareness curriculum developed for the Shrewsbury Public School district is designed to meet this need, as well as foster an interest in technology and ethical computer use.

Analysis Of The Point Of Sales System At Tower Hill Botanical Garden And Suggested Courses Of Action, Brian Dunn, Keerthi Bandi, Chantal Kopwa Epse Kassa, F.N.U Shelly

School of Professional Studies

As Tower Hill Botanic Garden continues to improve on its operations and enhance the experience of its visitors and members, they are on a quest for a new Point-Of-Sale (POS) system that not only works with its existing hardware and interface with Raiser’s Edge, a smartcloud fundraising and relationship management software central to the garden’s operations but also, have a restaurant module and the capability of operating both in a wireless and hard-wired environment.

Improving Electroencephalography-Based Imagined Speech Recognition With A Simultaneous Video Data Stream, Sarah J. Stolze

Computer Science and Computer Engineering Undergraduate Honors Theses

Electroencephalography (EEG) devices offer a non-invasive mechanism for implementing imagined speech recognition, the process of estimating words or commands that a person expresses only in thought. However, existing methods can only achieve limited predictive accuracy with very small vocabularies; and therefore are not yet sufficient to enable fluid communication between humans and machines. This project proposes a new method for improving the ability of a classifying algorithm to recognize imagined speech recognition, by collecting and analyzing a large dataset of simultaneous EEG and video data streams. The results from this project suggest confirmation that complementing high-dimensional EEG data with similarly …

A Support Vector Machine Base Model For Predicting Heparin-Binding Proteins Using Biological Metrics And Xb Patterns As Features, Joseph W. Sirrianni

Computer Science and Computer Engineering Undergraduate Honors Theses

Heparin is a highly sulphated and negatively charged polysaccharides belonging to the glycosamino- glycans(GAGs) family. It is widely used in medical treatments as an injectable anticoagulant. Although many heparin-binding proteins have been identified through experimental studies, there are still many proteins needing to be classified as heparin-binding or not. Many studies have been aimed at prediction of heparin binding patterns or motifs in the primary structure of proteins. For example XBBXBX and XBBBXXBX are two well-known patterns or motifs. In spite of intensive studies, still no good model has emerged which reasonably predicts proteins in the protein database as heparin-binding …

Inferring Intrinsic Beliefs Of Digital Images Using A Deep Autoencoder, Seok H. Lee

Computer Science and Computer Engineering Undergraduate Honors Theses

Training a system of artificial neural networks on digital images is a big challenge. Often times digital images contain a large amount of information and values for artificial neural networks to understand. In this work, the inference model is proposed in order to absolve this problem. The inference model is composed of a parameterized autoencoder that endures the loss of information caused by the rescaling of images and transition model that predicts the effect of an action on the observation. To test the inference model, the images of a moving robotic arm were given as the data set. The inference …

Cockatoo Sands In The Victoria Highway And Carlton Hill Areas, East Kimberley: Hydrogeology, Aquifer Properties And Groundwater Chemistry, D L. Bennett, John Andrew Simons, Richard J. George Dr, Paul Raper

Resource management technical reports

Cockatoo Sands are recognised as potentially suitable for irrigated agriculture because they are generally well drained and not subject to waterlogging or inundation. These characteristics allow them to be cultivated and prepared for planting various crops during the wet and dry seasons of northern Australia. Expanding agricultural production onto the Cockatoo Sands around Kununurra will increase opportunities for agriculture by increasing the overall scale of agriculture, allowing year-round agricultural enterprise, new crops and new market opportunities.

DAFWA has assessed the soil characteristics and agriculturally suitable areas of Cockatoo Sands in the Victoria Highway and Carlton Hill areas near Kununurra. Potential …

A Clinical Decision Support System For Malignant Pleural Effusion Analysis, Troy J, Vargason, Joshua Cohn, David Rios, Olivia Schultz, Joseph Cleary, Dennis Lau, Walker Land, J. David Schaffer, Yinglei Li, Chun-An Chou, Saba A. Syouri, Jagmohan S. Sidhu, Martha F. Nelson, Xingye Qiao

Justice & Well-Being Studies Faculty Scholarship

Pleural effusion occurs when fluid accumulates in the pleural cavity surrounding the lung. This condition is commonly caused by infection, but can also be associated with the presence of a metastatic tumor. Samples of pleural fluid are used to analyze the morphologies of mesothelial cells and can typically be used to make a diagnosis between benignity and malignancy. Atypical pleural effusion samples are not easily identified as benign or malignant due to a lack of differentiable visual features, and such a problem has a significant influence in clinicians' decision making. In this paper, the goal is to develop a clinical …

Optical Analysis And Fabrication Of Micro And Nanoscale Plasmonically Enhanced Devices, Avery M. Hill

Physics Undergraduate Honors Theses

Plasmonic nanostructures have been shown to act as optical antennas that enhance optical devices due to their ability to focus light below the diffraction limit of light and enhance the intensity of the incident light. This study focuses on computational electromagnetic (CEM) analysis of two devices: 1) GaAs photodetectors with Au interdigital electrodes and 2) Au thin-film microstructures. Experiments showed that the photoresponse of the interdigital photodetectors depend greatly on the electrode gap and the polarization of the incident light. Smaller electrode gap and transverse polarization give rise to a larger photoresponse. It was also shown that the response from …

Connection Between The Midlatitude Mesosphere And Sudden Stratospheric Warmings As Measured By Rayleigh-Scatter Lidar, Leda Sox, Vincent B. Wickwar, Chad Fish, Joshua P. Herron

Faculty publications

While the mesospheric temperature anomalies associated with Sudden Stratospheric Warmings (SSWs) have been observed extensively in the polar regions, observations of these anomalies at midlatitudes are much more sparse. The Rayleigh-scatter lidar system, which operated at the Center for Atmospheric and Space Sciences on the campus of Utah State University (41.7°N, 111.8°W), collected a very dense set of observations, from 1993 to 2004, over a 45–90 km altitude range. This paper focuses on Rayleigh lidar temperatures derived during the six major SSW events that occurred during the 11 year period when the lidar was operating and aims to characterize the …