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Why Weightlifters Grunt: A Classroom Exercise That Introduces Students To Evolution, H. Charles Romesburg Aug 2019

Why Weightlifters Grunt: A Classroom Exercise That Introduces Students To Evolution, H. Charles Romesburg

Environment and Society Faculty Publications

A classroom exercise is described in which college students take part in creating and supporting an evolutionary hypothesis that explains effort grunting. The exercise holds their interest throughout and readies them to understand hypotheses of animal and plant evolution. It informs them about the dependence of cultural evolution upon biological evolution, and it connects widely to curricula.


Plant-Soil Feedbacks Predict Native But Not Non-Native Plant Community Composition: A 7-Year Common-Garden Experiment, Andrew Kulmatiski Aug 2019

Plant-Soil Feedbacks Predict Native But Not Non-Native Plant Community Composition: A 7-Year Common-Garden Experiment, Andrew Kulmatiski

Ecology Center Publications

Plant-soil feedbacks (PSFs) have gained attention as a potential mechanism of plant growth and coexistence, however, because they are typically measured using plant monocultures in greenhouse conditions, the link between PSFs and plant growth in field communities remains poorly tested. Here, PSFs for six native and four non-native species were measured in a 7-year, common-garden experiment. A plant community growth model was then parameterized either with PSF data (PSF model) or without PSF data (Null model). PSF and Null model predictions were compared to plant ground cover in experimental and natural communities. For eight of 10 species, plant cover at …


Msa: Dust As An Ecosystem Driver: Determining The Ecosystem Consequences Of Cross-System Subsidies Of Nutrients And Microorganisms In Dusts, Janice Brahney Aug 2019

Msa: Dust As An Ecosystem Driver: Determining The Ecosystem Consequences Of Cross-System Subsidies Of Nutrients And Microorganisms In Dusts, Janice Brahney

Funded Research Records

No abstract provided.


Extracellular Vesicles At The Fetal-Maternal Interface In Cattle, Heloisa M. Rutigliano Aug 2019

Extracellular Vesicles At The Fetal-Maternal Interface In Cattle, Heloisa M. Rutigliano

Funded Research Records

No abstract provided.


Home Range And Habitat Use Of West Virginia Canis Latrans (Coyote), Lauren L. Mastro, Dana J. Morin, Eric M. Gese Aug 2019

Home Range And Habitat Use Of West Virginia Canis Latrans (Coyote), Lauren L. Mastro, Dana J. Morin, Eric M. Gese

Wildland Resources Faculty Publications

Canis latrans (Coyote) has undergone a range expansion in the United States over the last century. As a highly opportunistic species, its home range and habitat use changes with ecological context. Coyotes were first reported in West Virginia in 1950 but were not commonly observed until the 1990s, and there is scant information on Coyotes in the region. We used telemetry data from 8 radiocollared Coyotes in West Virginia to estimate home-range size and third-order habitat selection. Home-range areas (95% utilization distributions; UDs) varied from 5.22 to 27.79 km2 (mean = 12.48 ± 2.61 km2), with highly …


Spectroscopic Description Of The E1 State Of Mo Nitrogenase Based On Mo And Fe X‑Ray Absorption And MöSsbauer Studies, Casey Van Stappen, Roman Davydov, Zhi-Yong Yang, Ruixi Fan, Yisong Guo, Eckhard Bill, Lance C. Seefeldt, Brian M. Hoffman, Serena Debeer Aug 2019

Spectroscopic Description Of The E1 State Of Mo Nitrogenase Based On Mo And Fe X‑Ray Absorption And MöSsbauer Studies, Casey Van Stappen, Roman Davydov, Zhi-Yong Yang, Ruixi Fan, Yisong Guo, Eckhard Bill, Lance C. Seefeldt, Brian M. Hoffman, Serena Debeer

Chemistry and Biochemistry Faculty Publications

Mo nitrogenase (N2ase) utilizes a two-component protein system, the catalytic MoFe and its electron-transfer partner FeP, to reduce atmospheric dinitrogen (N2) to ammonia (NH3). The FeMo cofactor contained in the MoFe protein serves as the catalytic center for this reaction and has long inspired model chemistry oriented toward activating N2. This field of chemistry has relied heavily on the detailed characterization of how Mo N2ase accomplishes this feat. Understanding the reaction mechanism of Mo N2ase itself has presented one of the most challenging problems in bioinorganic chemistry because of the ephemeral nature of its …


The Missing Angle: Ecosystem Consequences Of Phenological Mismatch, Karen H. Beard, Katharine C. Kelsey, A. Joshua Leffler, Jeffrey M. Welker Aug 2019

The Missing Angle: Ecosystem Consequences Of Phenological Mismatch, Karen H. Beard, Katharine C. Kelsey, A. Joshua Leffler, Jeffrey M. Welker

Ecology Center Publications

Climate change leads to unequal shifts in the phenology of interacting species, such as consumers and their resources, leading to potential phenological mismatches. While studies have investigated how phenological mismatch affects wild populations, we still lack studies and a framework for investigating how phenological mismatch affects ecosystems, particularly nutrient cycling.


Environmental Differences Between Migratory And Resident Ungulates—Predicting Movement Strategies In Rocky Mountain Mule Deer (Odocoileus Hemionus) With Remotely Sensed Plant Phenology, Snow, And Land Cover, Benjamin Robb, Qiongyu Huang, Joseph O. Sexton, David C. Stoner, Peter Leimgruber Aug 2019

Environmental Differences Between Migratory And Resident Ungulates—Predicting Movement Strategies In Rocky Mountain Mule Deer (Odocoileus Hemionus) With Remotely Sensed Plant Phenology, Snow, And Land Cover, Benjamin Robb, Qiongyu Huang, Joseph O. Sexton, David C. Stoner, Peter Leimgruber

Wildland Resources Faculty Publications

Migration is a valuable life history strategy for many species because it enables individuals to exploit spatially and temporally variable resources. Globally, the prevalence of species’ migratory behavior is decreasing as individuals forgo migration to remain resident year-round, an effect hypothesized to result from anthropogenic changes to landscape dynamics. Efforts to conserve and restore migrations require an understanding of the ecological characteristics driving the behavioral tradeoff between migration and residence. We identified migratory and resident behaviors of 42 mule deer (Odocoileus hemionus) based on GPS locations and correlated their locations to remotely sensed indicators of forage quality, land cover, snow …


Integration Of Science, Technology, Engineering, And Math Into A Food And Nutrition Curriculum In Utah, Cathy A. Merrill, Becki G. Lawver Aug 2019

Integration Of Science, Technology, Engineering, And Math Into A Food And Nutrition Curriculum In Utah, Cathy A. Merrill, Becki G. Lawver

Applied Sciences, Technology and Education Faculty Publications

In 2014, Family and Consumer Sciences teachers in Utah revised the Food and Nutrition Sciences curriculum to strengthen Science, Technology, Engineering, and Math (STEM)‐related content. This study is a needs assessment of the state implementation of the STEM‐enhanced curriculum in 2015–2016. A Borich needs assessment model was used to analyze mean weighted discrepancy scores between teacher‐perceived levels of importance and teacher‐perceived competence for each objective in the new curriculum. The results showed that although teachers felt moderately competent to teach the new curriculum, the highest ranked need for professional development was in Standard 1: Kitchen Safety Procedures and Sanitation. Professional …


A Framework For Evaluating Field-Based, High-Throughput Phenotyping Systems: A Meta-Analysis, Sierra N. Young Aug 2019

A Framework For Evaluating Field-Based, High-Throughput Phenotyping Systems: A Meta-Analysis, Sierra N. Young

Civil and Environmental Engineering Faculty Publications

This paper presents a framework for the evaluation of system complexity and utility and the identification of bottlenecks in the deployment of field-based, high-throughput phenotyping (FB-HTP) systems. Although the capabilities of technology used for high-throughput phenotyping has improved and costs decreased, there have been few, if any, successful attempts at developing turnkey field-based phenotyping systems. To identify areas for future improvement in developing turnkey FB-HTP solutions, a framework for evaluating their complexity and utility was developed and applied to total of 10 case studies to highlight potential barriers in their development and adoption. The framework performs system factorization and rates …


The Differences Between Rewilding And Restoring An Ecologically Degraded Landscape, Johan T. Du Toit, Nathalie Pettorelli Aug 2019

The Differences Between Rewilding And Restoring An Ecologically Degraded Landscape, Johan T. Du Toit, Nathalie Pettorelli

Wildland Resources Faculty Publications

  1. Rewilding is a developing concept in ecosystem stewardship that involves reorganizing and regenerating wildness in an ecologically degraded landscape, with present and future ecosystem function being of higher consideration than historical benchmark conditions. This approach differs from ecosystem restoration but the two concepts are often conflated because (a) they both rely on similar management actions (at least initially) and (b) it can be erroneously assumed that they both aim for similar states of wildness.
  2. Rewilding and restoring both influence biodiversity, and common management actions such as species reintroductions (e.g. beavers or wolves) can be integral to a rewilding project. However, …


Loss Of Developmental Diapause As Prerequisite For Social Evolution In Bees, Priscila Karla Ferreira Santos, Maria Cristina Arias, Karen M. Kapheim Aug 2019

Loss Of Developmental Diapause As Prerequisite For Social Evolution In Bees, Priscila Karla Ferreira Santos, Maria Cristina Arias, Karen M. Kapheim

Biology Faculty Publications

Diapause is a physiological arrest of development ahead of adverse environmental conditions and is a critical phase of the life cycle of many insects. In bees, diapause has been reported in species from all seven taxonomic families. However, they exhibit a variety of diapause strategies. These different strategies are of particular interest since shifts in the phase of the insect life cycle in which diapause occurs have been hypothesized to promote the evolution of sociality. Here we provide a comprehensive evaluation of this hypothesis with phylogenetic analysis and ancestral state reconstruction (ASR) of the ecological and evolutionary factors associated with …


Phototrophic N2 And Co2 Fixation Using A Rhodopseudomonas Palustris-H2 Mediated Electrochemical System With Infrared Photons, Mathangi Soundararajan, Rhesa Ledbetter, Paul Kusuma, Shuyang Zhen, Paul Ludden, Bruce Bugbee, Scott A. Ensign, Lance C. Seefeldt Aug 2019

Phototrophic N2 And Co2 Fixation Using A Rhodopseudomonas Palustris-H2 Mediated Electrochemical System With Infrared Photons, Mathangi Soundararajan, Rhesa Ledbetter, Paul Kusuma, Shuyang Zhen, Paul Ludden, Bruce Bugbee, Scott A. Ensign, Lance C. Seefeldt

Plants, Soils, and Climate Faculty Publications

A promising approach for the synthesis of high value reduced compounds is to couple bacteria to the cathode of an electrochemical cell, with delivery of electrons from the electrode driving reductive biosynthesis in the bacteria. Such systems have been used to reduce CO2 to acetate and other C-based compounds. Here, we report an electrosynthetic system that couples a diazotrophic, photoautotrophic bacterium, Rhodopseudomonas palustris TIE-1, to the cathode of an electrochemical cell through the mediator H2 that allows reductive capture of both CO2 and N2 with all of the energy coming from the electrode and infrared (IR) photons. R. palustris TIE-1 …


Temperature Triggers A Non-Linear Response In Resource–Consumer Interaction Strength, Gustavo S. Betini, Tal Avgar, Kevin S. Mccann, John M. Fryxell Aug 2019

Temperature Triggers A Non-Linear Response In Resource–Consumer Interaction Strength, Gustavo S. Betini, Tal Avgar, Kevin S. Mccann, John M. Fryxell

Wildland Resources Faculty Publications

Although temperature is recognized as a major determinant of many ecological processes, it is still not clear whether temperature increase caused by climate change will strengthen or weaken species interactions. One hypothesis is that interactions will respond non‐monotonically to temperature because thermal performance curves, which determine the strength of these interactions, are also non‐monotonic. To evaluate this hypothesis, we developed a temperature‐dependent consumer–resource model and tested predictions from this model in large freshwater mesocosms populated with green algae (Chlorella vulgaris) and herbivorous zooplankton (Daphnia magna). We found both in the model simulations and empirical investigations that …


Monitoring Silane Sol-Gel Kinetics With In-Situ Optical Turbidity Scanning And Dynamic Light Scattering, Abul Bashar Mohammad Giasuddin, David W. Britt Aug 2019

Monitoring Silane Sol-Gel Kinetics With In-Situ Optical Turbidity Scanning And Dynamic Light Scattering, Abul Bashar Mohammad Giasuddin, David W. Britt

Biological Engineering Faculty Publications

Organosilanes (e.g., R’-SiOR3) provide hydrophobic functionality in thin-film coatings, porous gels, and particles. Compared with tetraalkoxysilanes (SiOR4), organosilanes exhibit distinct reaction kinetics and assembly mechanisms arising from steric and electronic properties of the R’ group on the silicon atom. Here, the hydrolysis and condensation pathways of n-propyltrimethoxy silane (nPM) and a tri-fluorinated analog of nPM, 3,3,3-trifluoropropyl trimethoxy silane (3F), were investigated under aqueous conditions at pH 1.7, 2.0, 3.0, and 4.0. Prior to hydrolysis, 3F and nPM are insoluble in water and form a lens at the bottom (3F) or top (nPM) of the solutions. This …


Linking Cellular Activity To Brain Tumors | College Of Engineering, Utah State University Aug 2019

Linking Cellular Activity To Brain Tumors | College Of Engineering, Utah State University

College of Engineering News

A team of researchers at Utah State University is tackling one of the newest questions in cancer research: Is cellular blebbing associated with the development of tumors?


Sudden Aspen Decline: A Review Of Pattern And Process In A Changing Climate, Jack A. Singer, Rob Turnbull, Mark Foster, Charles Bettigole, Brent R. Frey, Michelle C. Downey, Kristofer R. Covey, Mark S. Ashton Aug 2019

Sudden Aspen Decline: A Review Of Pattern And Process In A Changing Climate, Jack A. Singer, Rob Turnbull, Mark Foster, Charles Bettigole, Brent R. Frey, Michelle C. Downey, Kristofer R. Covey, Mark S. Ashton

Aspen Bibliography

The American quaking aspen (Populus tremuloides Michx.) and its close relative, the Eurasian quaking aspen (Populus tremula L.), cover a realm that is perhaps the most expansive of all tree species in the world. In North America, sudden aspen decline (SAD) is a growing concern that marks the rapid decline of quaking aspen trees leading to mortality at the stand and landscape scale. Research suggests that drought and water stress are the primary causes of SAD. Predisposing factors (age, structure, and landscape position), as well as associated stressors (i.e., pests and pathogens), have been linked to mortality in affected stands. …


Poo Power: Revisiting Biogas Generation Potential On Dairy Farms In Texas, Justin R. Benavidez, Anastasia W. Thayer, David P. Anderson Aug 2019

Poo Power: Revisiting Biogas Generation Potential On Dairy Farms In Texas, Justin R. Benavidez, Anastasia W. Thayer, David P. Anderson

Applied Economics Faculty Publications

Biogas created from anaerobic digestion on dairy farms can be used to generate electricity, produce coproducts, and reduce reliance on off-farm inputs. We incorporate risk into simulation models representing dairy farms in Texas and demonstrate the profitability of new anaerobic digester installation. Based on this market, results indicate projects that have low investment costs, receive grant support for construction, utilize coproducts, or have some combination of these factors have higher net present value at the end of the study period; however, even with generous grant support and high electricity prices, projects with average investment costs remain unprofitable.


Leveraging Synthetic Root-Soil Systems To Quantify Relationships Between Plant Traits And The Formation Of Soil Organic Carbon, Bonnie G. Waring Aug 2019

Leveraging Synthetic Root-Soil Systems To Quantify Relationships Between Plant Traits And The Formation Of Soil Organic Carbon, Bonnie G. Waring

Funded Research Records

No abstract provided.


What We (Don’T) Know About Global Plant Diversity, William K. Cornwell, William D. Pearse, Rhiannon L. Dalrymple, Amy E. Zanne Aug 2019

What We (Don’T) Know About Global Plant Diversity, William K. Cornwell, William D. Pearse, Rhiannon L. Dalrymple, Amy E. Zanne

Ecology Center Publications

The era of big biodiversity data has led to rapid, exciting advances in the theoretical and applied biological, ecological and conservation sciences. While large genetic, geographic and trait databases are available, these are neither complete nor random samples of the globe. Gaps and biases in these databases reduce our inferential and predictive power, and this incompleteness is even more worrisome because we are ignorant of both its kind and magnitude. We performed a comprehensive examination of the taxonomic and spatial sampling in the most complete current databases for plant genes, locations and functional traits. To do this, we downloaded data …


Workshop On Convergence In Biological Engineering, Keith Roper Aug 2019

Workshop On Convergence In Biological Engineering, Keith Roper

Funded Research Records

No abstract provided.


The First Vega Ride-Share Mission Flight, Fabio Caramelli, Francois Battie, Aldo Scaccia, S. Corbo, A. Dalloneau, F. Fabiani, Angelo Fontana, M. Mariani, P. Guerrieri, Augusto Cramarossa, Alessandro Gabrielli Aug 2019

The First Vega Ride-Share Mission Flight, Fabio Caramelli, Francois Battie, Aldo Scaccia, S. Corbo, A. Dalloneau, F. Fabiani, Angelo Fontana, M. Mariani, P. Guerrieri, Augusto Cramarossa, Alessandro Gabrielli

Small Satellite Conference

The first European ride-share mission will be carried out by the Vega launch system in September 2019. The VEGA PoC (Proof of Concept) flight using the SSMS (Small Satellite Mission Service) hardware was conceived in the context of ESA LLL Initiative. This paper reports on the highlights of the preparation of the first European rideshare mission with Vega launcher and on the development of the related launch system.

Based on Vega flights accumulated experience, the development of multi-Payload mission concept started from analysis of the activities currently foreseen to fly a single payload mission adapted to the needs of multi …


Small Satellite Missions For Planetary Science, Carolyn R. Mercer Aug 2019

Small Satellite Missions For Planetary Science, Carolyn R. Mercer

Small Satellite Conference

The National Aeronautics and Space Administration’s Science Mission Directorate is committed to developing science missions based on small-format spacecraft, including CubeSats and those that can be launched from a standard evolved expendable launch vehicle (EELV) secondary payload adapter (ESPA) ring. This paper describes the investments in small-format spacecraft (SmallSats) that NASA’s Planetary Science Division has made to date, including nineteen concept studies used to determine if deep space SmallSat missions could credibly conduct high quality science. The results of those studies were used to solicit SmallSat missions under the Small Innovative Missions for Planetary Exploration (SIMPLEx) program. This paper describes …


Hyti: Thermal Hyperspectral Imaging From A Cubesat Platform, Robert Wright, Paul Lucey, Luke Flynn, Miguel Nunes, Thomas George, Sarath Gunapala, David Ting, Sir Rafol Aug 2019

Hyti: Thermal Hyperspectral Imaging From A Cubesat Platform, Robert Wright, Paul Lucey, Luke Flynn, Miguel Nunes, Thomas George, Sarath Gunapala, David Ting, Sir Rafol

Small Satellite Conference

The HyTI (Hyperspectral Thermal Imager) mission, funded by NASA’s Earth Science Technology Office InVEST (In-Space Validation of Earth Science Technologies) program, will demonstrate how high spectral and spatial long-wave infrared image data can be acquired from a 6U CubeSat platform. The mission will use a spatially modulated interferometric imaging technique to produce spectro-radiometrically calibrated image cubes, with 25 channels between 8-10.7 μm, at a ground sample distance of ~70 m. The HyTI performance model indicates narrow band NEΔTs of


University Cubesat Project Management For Success, Lucinda Berthoud, Michael Swartwout, James Cutler, David Klumpar, Jesper A. Larsen, Jens Dalsgaard Nielsen Aug 2019

University Cubesat Project Management For Success, Lucinda Berthoud, Michael Swartwout, James Cutler, David Klumpar, Jesper A. Larsen, Jens Dalsgaard Nielsen

Small Satellite Conference

CubeSats have been developed by many different institutions since they were introduced by California Polytechnic State University and Stanford University in 1999. Given the 40% failure rate of university missions, it is important to discover what project arrangements may give the CubeSat the best chance of success. The aim of this paper is to offer those wishing to start a CubeSat program some indications of what successful project management at a university may look like. This paper provides case studies of 3 universities who have launched more than 4 satellites: University of Michigan, the Montana State University, and Aalborg University …


Development Of A High-Altitude Balloon Cubesat Platform For Small Satellite Education And Research, Jill Davis, Alexander Reynolds, Yezad Anklesaria, Henry Pernicka, Jillian Schmidt Aug 2019

Development Of A High-Altitude Balloon Cubesat Platform For Small Satellite Education And Research, Jill Davis, Alexander Reynolds, Yezad Anklesaria, Henry Pernicka, Jillian Schmidt

Small Satellite Conference

The Missouri University of Science and Technology Satellite Research Team began its high-altitude balloon program as a high school summer camp in 2014. Since then, a new course has been added to the Aerospace Engineering curriculum, where students fly “BalloonSat” payloads to altitudes of ~100,000 feet. In order to enhance the educational outcomes and enable advanced SmallSat research, the BalloonSat payloads have been redesigned into a CubeSat form-factor payload to replace the previous high SWaP design. As new CubeSat teams may face technical challenges and daunting regulations, the “BalloonCubeSat” concept enables groups to test CubeSat systems and build their programs …


Application Of Micro-Scale 3d Printing In Pharmaceutics, Andrew Kjar, Yu Huang Aug 2019

Application Of Micro-Scale 3d Printing In Pharmaceutics, Andrew Kjar, Yu Huang

Biological Engineering Faculty Publications

3D printing, as one of the most rapidly-evolving fabrication technologies, has released a cascade of innovation in the last two decades. In the pharmaceutical field, the integration of 3D printing technology has offered unique advantages, especially at the micro-scale. When printed at a micro-scale, materials and devices can provide nuanced solutions to controlled release, minimally invasive delivery, high-precision targeting, biomimetic models for drug discovery and development, and future opportunities for personalized medicine. This review aims to cover the recent advances in this area. First, the 3D printing techniques are introduced with respect to the technical parameters and features that are …


Effects Of Halogen, Chalcogen, Pnicogen, And Tetrel Bonds On Ir And Nmr Spectra, Jia Lu, Steve Scheiner Aug 2019

Effects Of Halogen, Chalcogen, Pnicogen, And Tetrel Bonds On Ir And Nmr Spectra, Jia Lu, Steve Scheiner

Chemistry and Biochemistry Faculty Publications

Complexes were formed pairing FX, FHY, FH2Z, and FH3T (X = Cl, Br, I; Y = S, Se, Te; Z = P, As, Sb; T = Si, Ge, Sn) with NH3 in order to form an A⋯N noncovalent bond, where A refers to the central atom. Geometries, energetics, atomic charges, and spectroscopic characteristics of these complexes were evaluated via DFT calculations. In all cases, the A–F bond, which is located opposite the base and is responsible for the σ-hole on the A atom, elongates and its stretching frequency undergoes a shift to the red. This …


Impacts Of Climate And Insect Herbivory On Productivity And Physiology Of Trembling Aspen (Populus Tremuloides) In Alaskan Boreal Forests, Melissa A. Boyd, Logan T. Berner, Patricia Doak, Scott J. Goetz, Brendan M. Rogers, Diane Wagner, Xanthe J. Walker, Michelle C. Mack Aug 2019

Impacts Of Climate And Insect Herbivory On Productivity And Physiology Of Trembling Aspen (Populus Tremuloides) In Alaskan Boreal Forests, Melissa A. Boyd, Logan T. Berner, Patricia Doak, Scott J. Goetz, Brendan M. Rogers, Diane Wagner, Xanthe J. Walker, Michelle C. Mack

Aspen Bibliography

Climate change is impacting forested ecosystems worldwide, particularly in the Northern Hemisphere where warming has increased at a faster rate than the rest of the globe. As climate warms, trembling aspen (Populus tremuloides) is expected to become more successful in northern boreal forests because of its current presence in drier areas of North America. However, large-scale productivity decline of aspen has recently been documented throughout the United States and Canada as a result of drought and insect outbreaks. We used tree ring measurements (basal area increment (BAI) and stable carbon isotopes (δ 13C)) and remote sensing indices …


Utah Women In Stem Education: A 2019 Update, Cheryl Hanewicz, Susan Thackeray, Susan R. Madsen Aug 2019

Utah Women In Stem Education: A 2019 Update, Cheryl Hanewicz, Susan Thackeray, Susan R. Madsen

Marketing and Strategy Faculty Publications

According to a recent article in Utah Business Magazine, Utah had the strongest job growth in the nation in 2018, with no signs of slowing down. Forbes ranked Utah second in their 2018 Best States for Business scorecard, moving it up from third the previous year. Given the increase in the number of high-tech firms in Utah, it should come as no surprise that many jobs are based in the STEM (science, technology, engineering and mathematics) fields. In fact, Utah contains three of the top 100 best cities for STEM jobs in the United States, including Salt Lake City (#8), …