Physical Sciences and Mathematics Commons^™

The Use Of Faecal Nirs To Monitor Diet Quality Different Grazing Systems In Tropical Savannas, Andrew I. White, L. P. Hunt, S. R. Petty, Dennis P. Poppi

IGC Proceedings (1993-2023)

No abstract provided.

Linear Analysis Method To Calculate The Specific Forage Ingestion By Livestock, Andrea Pardini, V. Pratesi, N. Staglianò

IGC Proceedings (1993-2023)

No abstract provided.

Effects Of Oxidative Modifications On The Structure And Non-Canonical Functions Of Cytochrome C Studied By Mass Spectrometry, Victor Yin

Electronic Thesis and Dissertation Repository

The peroxidase activity of the mitochondrial protein cytochrome c (cyt c) plays a critical role in triggering programmed cell death, or apoptosis. However, the native structure of cyt c should render this activity impossible due to the lack of open iron coordination sites at its heme cofactor. Despite its key biological importance, the molecular mechanisms underlying this structure-function mismatch remain enigmatic. The work detailed in this dissertation fills this knowledge gap by using mass spectrometry (MS) to decipher the central role that protein oxidative modifications and their associated structural changes play in activating the peroxidase function of cyt c …

Topic Modeling To Understand Technology Talent, Chad Madding, Allen Ansari, Chris Ballenger, Aswini Thota

SMU Data Science Review

Attracting technology talent in today’s hiring climate is more complicated than ever. Recruiting for technology talent in non-technology industries is even more challenging. This intense hiring landscape is motivating companies not only to attract the right talent but also to create a culture that can retain and grow that talent. In this paper, we developed algorithms and present insights that use data provided in reviews to glean information employers can use to address or even change their priorities to meet the demands of an ever-changing job market. The core of our research is to investigate and attribute the role of …

Cover Song Identification - A Novel Stem-Based Approach To Improve Song-To-Song Similarity Measurements, Lavonnia Newman, Dhyan Shah, Chandler Vaughn, Faizan Javed

SMU Data Science Review

Music is incorporated into our daily lives whether intentional or unintentional. It evokes responses and behavior so much so there is an entire study dedicated to the psychology of music. Music creates the mood for dancing, exercising, creative thought or even relaxation. It is a powerful tool that can be used in various venues and through advertisements to influence and guide human reactions. Music is also often "borrowed" in the industry today. The practices of sampling and remixing music in the digital age have made cover song identification an active area of research. While most of this research is focused …

Time Series Analysis Of Offshore Buoy Light Detection And Ranging (Lidar) Windspeed Data, Aditya Garapati, Charles J. Henderson, Carl Walenciak, Brian T. Waite

SMU Data Science Review

In this paper, modeling techniques for the forecasting of wind speed using historical values observed by Light Detection and Ranging (LIDAR) sensors in an offshore context are described. Both univariate time series and multivariate time series modeling techniques leveraging meteorological data collected simultaneously with the LIDAR data are evaluated for potential contributions to predictive ability. Accurate and timely ability to predict wind values is essential to the effective integration of wind power into existing power grid systems. It allows for both the management of rapid ramp-up / down of base production capacity due to highly variable wind power inputs and …

Toxic Language Detection Using Robust Filters, Deepti Kunupudi, Shantanu Godbole, Pankaj Kumar, Suhas Pai

SMU Data Science Review

Social networks sometimes become a medium for threats, insults, and other types of cyberbullying. A large number of people are involved in online social networks. Hence, the protection of network users from anti-social behavior is a critical activity [19]. One of the significant tasks of such activity is the detection of toxic language. Abusive/Toxic language in user-generated online content has become an issue of increasing importance in recent years. Most current commercial methods use blacklists and regular expressions; however, these measures fall short when contending with more subtle, lesser-known examples of hate speech, profanity, or swearing[6]. Abusive language classification has …

Reducing Age Bias In Machine Learning: An Algorithmic Approach, Adriana Solange Garcia De Alford, Steven K. Hayden, Nicole Wittlin, Amy Atwood

SMU Data Science Review

In this paper, we study the prevalence of bias in machine learning; we explore the life cycle phases where bias is potentially introduced into a machine learning model; and lastly, we present how adversarial learning can be leveraged to measure unwanted bias and unfair behavior from a machine learning algorithm. This study focuses particularly on the topics of age bias in predicting employee attrition and presents a practical approach for how adversarial learning can be successful in mitigating age bias. To measure bias, we calculate group fairness metrics across five-year age groups and evaluate fairness between a baseline predictive model …

Forecasting Spare Parts Sporadic Demand Using Traditional Methods And Machine Learning - A Comparative Study, Bhuvana Adur Kannan, Ganesh Kodi, Oscar Padilla, Dough Gray, Barry C. Smith

SMU Data Science Review

Sporadic demand presents a particular challenge to traditional time forecasting methods. In the past 50 years, there has been developments, such as, the Croston Model [3], which has improved forecast performance. With the rise of Machine Learning (ML) there is abundant research in the field of applying ML algorithms to predict sporadic demand [8][12][9]. However, most existing research has analyzed this problem from the demand side [17]. In this paper, we tackle this predictive analytics challenge from the supply side. We perform a comparative analysis utilizing a spare parts demand dataset from an Original Equipment Manufacturer (OEM). Since traditional measurements …

Floor Regularization And Investigation Of Transfer Learning Through Sharing Of Probability Distribution Parameters, Daniel Byrne, Stacey Smith, Joanna Duran, John Santerre

SMU Data Science Review

In this work we introduce a simple new regularization technique, aptly named Floor, which drops low weight connections on every forward pass whenever they fall below a specified event horizon threshold. We compare the results of this technique side by side on identical network architectures between regular Dropout and Floor algorithms. We report similar or improved regularization, with the Floor algorithm versus regular Dropout and/or in concert with regular Dropout.

In this paper we also describe our research into transfer learning by sharing of probability distribution parameters in which we investigated methods of transferring Gaussian prior parameters derived from the …

Monitoring Of Inner Mongolian Grassland Using Sustainable Roundtable Indictors, Mengli Zhao, Guodong Han, Mingjun Wang, Xiaoyu Wang, Chunli Li, Zhongwu Wang, Dennis Chlld, Lakhdar Benkobi, Walter D. Willms

IGC Proceedings (1993-2023)

No abstract provided.

Indicators Of Sustainability For Production And Biodiversity Conservation In Australian Rangelands, Margaret H. Friedel, G. N. Bastin, A. K. Smyth

IGC Proceedings (1993-2023)

No abstract provided.

Second-Best Prioritization Of Environmental Cleanups, Jacob Lariviere, Matthew J. Mcmahon, Justin Roush

Sustainability Research & Practice Seminar Presentations

No abstract provided.

Modeling Marsh‐Forest Boundary Transgression In Response To Storms And Sea‐Level Rise, J. Carr, G. Guntenspergen, Matthew L. Kirwan

VIMS Articles

The lateral extent and vertical stability of salt marshes experiencing rising sea levels depend on interacting drivers and feedbacks with potential for nonlinear behaviors. A two‐dimensional transect model was developed to examine changes in marsh and upland forest lateral extent and to explore controls on marsh inland transgression. Model behavior demonstrates limited and abrupt forest retreat with long‐term upland boundary migration rates controlled by slope, sea‐level rise (SLR), high water events, and biotic‐abiotic interactions. For low to moderate upland slopes the landward marsh edge is controlled by the interaction of these inundation events and forest recovery resulting in punctuated transgressive …

Features Of The Energy Spectrum Of Cosmic Rays Above 2.5 × 10 18  Ev Using The Pierre Auger Observatory, A. Aab, P. Abreu, M. Aglietta, J. M. Albury, I. Allekotte, A. Almela, B. Fick, D. F. Nitz, A. Puyleart, Et. Al.

Michigan Tech Publications

We report a measurement of the energy spectrum of cosmic rays above 2.5×10¹⁸  eV based on 215 030 events. New results are presented: at about 1.3×10¹⁹  eV, the spectral index changes from 2.51±0.03(stat)±0.05(syst) to 3.05±0.05(stat)±0.10(syst), evolving to 5.1±0.3(stat)±0.1(syst) beyond 5×10¹⁹  eV, while no significant dependence of spectral features on the declination is seen in the accessible range. These features of the spectrum can be reproduced in models with energy-dependent mass composition. The energy density in cosmic rays above 5×10¹⁸  eV is [5.66±0.03(stat)±1.40(syst)]×10⁵³  erg Mpc⁻³.

Forest Density Intensifies The Importance Of Snowpack To Growth In Water-Limited Pine Forests, Kelly E. Gleason, John B. Bradford, Anthony W. D'Amato, Shawn Fraver, Brian J. Palik, Michael A. Battaglia

Environmental Science and Management Faculty Publications and Presentations

Warming climate and resulting declines in seasonal snowpack have been associated with drought stress and tree mortality in seasonally snow‐covered watersheds worldwide. Meanwhile, increasing forest density has further exacerbated drought stress due to intensified tree–tree competition. Using a uniquely detailed data set of population‐level forest growth (n = 2,495 sampled trees), we examined how inter‐annual variability in growth relates to snow volume across a range of forest densities (e.g., competitive environments) in sites spanning a broad aridity gradient across the United States. Forest growth was positively related to snowpack in water‐limited forests located at low latitude, and this relationship was …

Measurement Of The Cosmic-Ray Energy Spectrum Above 2.5×1018 Ev Using The Pierre Auger Observatory, A. Aab, P. Abreu, M. Aglietta, J. M. Albury, I. Allekotte, A. Almela, J. Alvarez Castillo, J. Alvarez-Muñiz, R. Alves Batista, G. A. Anastasi, L. Anchordoqui, B. Andrada, B. Fick, D. F. Nitz, A. Puyleart, Et. Al.

Michigan Tech Publications

We report a measurement of the energy spectrum of cosmic rays for energies above 2.5×1018 eV based on 215,030 events recorded with zenith angles below 60°. A key feature of the work is that the estimates of the energies are independent of assumptions about the unknown hadronic physics or of the primary mass composition. The measurement is the most precise made hitherto with the accumulated exposure being so large that the measurements of the flux are dominated by systematic uncertainties except at energies above 5×1019 eV. The principal conclusions are(1) The flattening of the spectrum near 5×1018 eV, the so-called …

Role Of Grazing Cattle On Seed Dispersal Of Plants In A Hill Pasture 4. Effects Of Dung Patch On Environmental Condition In Dung And Seedling Establishment, Shin-Ichiro Ogura, S. Tanaka, S. Sato

IGC Proceedings (1993-2023)

No abstract provided.

Role Of Grazing Cattle On Seed Dispersal Of Plants In A Hill Pasture 3. Seasonal Variation Of Locations Of Defecation By Cattle And Its Effects On Germination Of Seeds In Dung Pats, Shin-Ichiro Ogura, M. Obara, T. Shishido, K. Sugawara

IGC Proceedings (1993-2023)

No abstract provided.

Combining Biodiversity Enhancement Of Temperate Grassland With Sustainable Organic Production Of Traditional Breed Livestock, Mark P. O'Brien, W. Elizabeth Vice, Humphrey G. Smith

IGC Proceedings (1993-2023)

No abstract provided.

Role Of Grazing Cattle On Seed Dispersal Of Plants In A Hill Pasture 2. Effects Of Ruminal Digestion On Seed Germinability Of Five Plant Species, M. Obara, Shin-Ichiro Ogura, T. Shishido, K. Sugawara

IGC Proceedings (1993-2023)

No abstract provided.

Role Of Grazing Cattle On Seed Dispersal Of Plants In A Hill Pasture 1. Effect Of Sward Structure On Grass Seed Ingestion By Cattle, M. Obara, Shin-Ichiro Ogura, T. Shishido, K. Sugawara

IGC Proceedings (1993-2023)

No abstract provided.

The Concept Of Natureculture Document: A Conceptual Exploration Of Seeds, Embodied Information, And Unconventional Records, Marc Kosciejew

Journal of Contemporary Archival Studies

Seedbanks, or so-called archival arks of the apocalypse, are addressing accelerating anthropocentric alterations to the environment by collecting, storing, and preserving seeds. These are specialized archival repositories that approach, frame, and use seeds as documents for agricultural and scientific research, classification and preservation work, and various other archival and administrative purposes. Seedbanks indeed are archives of unconventional records.

This article introduces the concept of natureculture document as a framing device in which to help analyze the documentary status of objects that are not necessarily or usually considered as documents or having documentary characteristics. This concept, coupled with its interdisciplinary theoretical …

Antagonistic Interactions Between Foliar Endophytes And Root Mycorrhizal Symbionts Of Lolium Perenne, Q. Liu, A. J. Parsons, J. A. Newman, H. Xue, Susanne Rasmussen

IGC Proceedings (1993-2023)

No abstract provided.

Alternative Perennial Legumes On Acid Soils In Southern New South Wales, Australia, Guangdi Li, Richard C. Hayes, B. S. Dear

IGC Proceedings (1993-2023)

No abstract provided.

Diet Selection And Intake Of Yak (Bos Grunniens) In Warm‐And Cold‐Season Paddocks Of Potentilla Fruticosa Rangeland In Northern Qinghai‐Tibetan Plateau, Guomei Li, Nobumi Hasegawa, Rende Song, Youliang Wang, Shengqing Feng

IGC Proceedings (1993-2023)

No abstract provided.

Long‐Term Cattle Grazing Effects On Soil Chemistry In The Rough Fescue Grassland, Chunli Li, Walter D. Willms, Xiying Hao, Ben Ellert, Mengli Zhao, Guodong Han

IGC Proceedings (1993-2023)

No abstract provided.

Algal Biomarkers As A Proxy For Pco2: Constraints From Late Quaternary Sapropels In The Eastern Mediterranean, Caitlyn R. Witkowski, Marcel T.J. Van Der Meer, Brian Blais, Jaap S. Sinninghe Damsté, Stefan Schouten

Science and Technology Department Faculty Journal Articles

Records of carbon dioxide concentrations (partial pressure expressed as pCO2) over Earth’s history provide trends that are critical to understand our changing world. To better constrain pCO2 estimations, here we test organic pCO2 proxies against the direct measurements of pCO2 recorded in ice cores. Based on the concept of stable carbon isotopic fractionation due to photosynthetic CO2 fixation (Ɛp), we use the stable carbon isotopic composition (δ13C) of the recently proposed biomarker phytol (from all photoautotrophs), as well as the conventionally used alkenone biomarkers (from specific species) for comparison, to reconstruct pCO2 over several Quaternary …

The Impact Of A Six‐Year Climate Anomaly On The “Spanish Flu” Pandemic And Wwi, Alexander F. More, Christopher P. Loveluck, Heather Clifford, Michael J. Handley, Andrei V. Kurbatov, Michael Mccormick, Paul A. Mayewski

Teaching, Learning & Research Documents

Research study on the links between climate change and the 1918 flu pandemic.

Large Scale Upper-Level Precursors For Dust Storm Formation Over North Africa And Poleward Transport To The Iberian Peninsula. Part I: An Observational Analysis, J.A. G. Orza, Michael L. Kaplan, S. Dhital, S. Fiedler

Publications

The analysis of three extreme African dust outbreaks over the Iberian Peninsula (IP) shows that a double Rossby wave breaking (RWB) process in the polar jet (PJ) creates the conditions for dust storm formation over subtropical deserts in North Africa and the restructuring of upper-level air flows critical for the dust transport poleward after ablation. Two consecutive anticyclonic RWBs initiate over the IP and the adjacent Atlantic, the first commencing 10 days before dust reaches the IP and the second three to five days later. The first RWB becomes quasi-stationary over the eastern Mediterranean when the second RWB develops. In …