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2015

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Geochemical And Petrological Characterization Of The Back Forty Volcanogenic Massive Sulfide Deposit, Anthony Robert Boxleiter Dec 2015

Geochemical And Petrological Characterization Of The Back Forty Volcanogenic Massive Sulfide Deposit, Anthony Robert Boxleiter

Masters Theses

The Back Forty Zn-Au deposit is the eastern-most Volcanogenic Massive Sulfide (VMS) deposit in the Penokean Volcanic Belt (PVB). It is the only VMS deposit found in Michigan, and is located along the east side of the Menominee River in Menominee County (45°26'57.5"N, 87°49'43.2"W). The Back Forty is the most zinc-enriched, copper depleted deposit among the major VMS deposits within the PVB that include Flambeau, Crandon, Bend, and Lynne. This work constitutes the first sulfur isotope study on the Back Forty VMS deposit.

The Back Forty is characterized by massive, semi-massive, disseminated and stringer sulfide mineralization hosted within felsic-dominated volcanic …


The Bounded Edge Coloring Problem And Offline Crossbar Scheduling, Jonathan Turner Dec 2015

The Bounded Edge Coloring Problem And Offline Crossbar Scheduling, Jonathan Turner

All Computer Science and Engineering Research

This paper introduces a variant of the classical edge coloring problem in graphs that can be applied to an offline scheduling problem for crossbar switches. We show that the problem is NP-complete, develop three lower bounds bounds on the optimal solution value and evaluate the performance of several approximation algorithms, both analytically and experimentally. We show how to approximate an optimal solution with a worst-case performance ratio of 3/2 and our experimental results demonstrate that the best algorithms produce results that very closely track a lower bound.


Novel Methods For Identification Of Posttranslational Lipid Modified Proteins By Mass Spectrometry, Ruchika P. Bhawal Dec 2015

Novel Methods For Identification Of Posttranslational Lipid Modified Proteins By Mass Spectrometry, Ruchika P. Bhawal

Chemistry & Biochemistry Dissertations - Archive

Study of posttranslational modifications (PTMs) is very important for developing potential new drugs for the treatment of several diseases. Posttranslational lipid modifications are major PTMs which help proteins to anchor to cell membranes and facilitate protein-protein interactions. There are several kinds of lipid modifications of proteins. The major lipid modifications are palmitoylation, myristoylation and prenylation. Prenylation are of two types - farnesylation and geranylgeranylation. These modifications are involved with several human cancers and genetic diseases. Hutchinson-Gilford progeria syndrome (HGPS), a disease which causes premature aging for children is the product of prenylation. Understanding the mechanism of prenylation and their substrates …


Multi-Scale Analysis Of Regional Inequality Based On Spatial Field Model: A Case Study Of China From 2000 To 2012, Shasha Lu, Xingliang Guan, Danlin Yu, Yu Deng, Linjie Zhou Dec 2015

Multi-Scale Analysis Of Regional Inequality Based On Spatial Field Model: A Case Study Of China From 2000 To 2012, Shasha Lu, Xingliang Guan, Danlin Yu, Yu Deng, Linjie Zhou

Department of Earth and Environmental Studies Faculty Scholarship and Creative Works

A large body of recent studies-from both inside and outside of China-are devoted to the understanding of China's regional inequality. The current study introduces "the spatial field model" to achieve comprehensive evaluation and multi-scale analysis of regional inequality. The model is based on the growth pole theory, regional interaction theory, and energy space theory. The spatial field is an abstract concept that defines the potential energy difference that is formed in the process of a regional growth pole driving the economic development of peripheral areas through transportation and communication corridors. The model is able to provide potentially more precise regional …


The Effect Of Warming And Simulated Rainfall On Soil Microbial Community Structure And Function, Torri A. Ivancic Dec 2015

The Effect Of Warming And Simulated Rainfall On Soil Microbial Community Structure And Function, Torri A. Ivancic

Biology Theses

Soil respiration, from plant roots and soil microbes, accounts for 60 – 80 percent of total ecosystem respiration, with the microbial component contributing approximately 54 percent. Global climate trends resulting from CO2 emissions include increased soil temperatures and changes in precipitation regimes resulting in less frequent, more intense rainfall events. Soil temperature and moisture availability drive soil respiration rates, but how they impact the microbial respiration is poorly qualified. I investigated how the soil microbial community responds to changes in temperature and moisture availability in a laboratory based experiment. Soils from a mixed hardwood forest under two thermal regimes …


High Prevalence And Genetic Heterogeneity Of Rodent-Borne Bartonella Species On Heixiazi Island, China, Dong-Mei Li, Yong Hou, Xiu-Ping Song, Ying-Qun Fu, Gui-Chang Li, Ming Li, Marina E. Eremeeva, Hai-Xia Wu, Bo Pang, Yu-Juan Yue, Ying Huang, Liang Lu, Jun Wang, Qi-Yong Liu Dec 2015

High Prevalence And Genetic Heterogeneity Of Rodent-Borne Bartonella Species On Heixiazi Island, China, Dong-Mei Li, Yong Hou, Xiu-Ping Song, Ying-Qun Fu, Gui-Chang Li, Ming Li, Marina E. Eremeeva, Hai-Xia Wu, Bo Pang, Yu-Juan Yue, Ying Huang, Liang Lu, Jun Wang, Qi-Yong Liu

Environmental Health Sciences: Faculty Publications

We performed genetic analysis of Bartonella isolates from rodent populations from Heixiazi Island in northeast China. Animals were captured at four sites representing grassland and brushwood habitats in 2011 and examined for the prevalence and genetic diversity of Bartonella species, their relationship to their hosts, and geographic distribution. A high prevalence (57.7%) and a high diversity (14 unique genotypes which belonged to 8 clades) of Bartonella spp. were detected from 71 rodents comprising 5 species and 4 genera from 3 rodent families. Forty-one Bartonella isolates were recovered and identified, including B. taylorii, B. japonica, B. coopersplainsensis, B. grahamii, B. washoensis …


Political Uncertainty And The Market For Ipos, Jay B. Kesten, Murat C. Mungan Dec 2015

Political Uncertainty And The Market For Ipos, Jay B. Kesten, Murat C. Mungan

Faculty Scholarship

This Article presents a simple theory and model of the effects of political uncertainty on the market for IPOs. Our model generates four central predictions: (i) increased political uncertainty reduces the frequency of IPOs; (ii) firms that choose to conduct an IPO during periods of political uncertainty are, on average, of higher quality and generate greater return on investment in the secondary market; (iii) political uncertainty increases the cost of capital for IPO firms; but (iv) underpricing is less pronounced during periods of heightened political uncertainty. We demonstrate that each of these predictions is consistent with available empirical evidence.

Our …


Development And Implementation Of Hay Yield Monitoring Technology, Henry Ramsey Dec 2015

Development And Implementation Of Hay Yield Monitoring Technology, Henry Ramsey

All Theses

Three independent technologies related to hay yield monitoring were developed and studied. One technology involved comparison of infrared and ultrasonic sensors on a self-propelled forage harvester. Sensor response related to grass height and was used to estimate yield. Plots that were harvested ranged from 20-40 ft. in length while a bin mounted on the back of the mower collected the crop for weighing and sampling. The infrared sensors data demonstrated accuracies across plots between 5.9% and 9.5% error. The infrared sensors quickly deteriorated and eventually proved to be useless for data acquisition. As for the ultrasonic sensors, they demonstrated similar …


Design Of A Meta-Material With Targeted Nonlinear Deformation Response, Zachary Satterfield Dec 2015

Design Of A Meta-Material With Targeted Nonlinear Deformation Response, Zachary Satterfield

All Theses

The M1 Abrams tank contains track pads consist of a high density rubber. This rubber fails prematurely due to heat buildup caused by the hysteretic nature of elastomers. It is therefore desired to replace this elastomer by a meta-material that has equivalent nonlinear deformation characteristics without this primary failure mode. A meta-material is an artificial material in the form of a periodic structure that exhibits behavior that differs from its constitutive material. After a thorough literature review, topology optimization was found as the only method used to design meta-materials. Further investigation determined topology optimization as an infeasible method to design …


Co-Design Of Dynamic Real-Time Scheduling And Cooperative Control For Human-Agent Collaboration Systems Based On Mutual Trust, Xiaotian Wang Dec 2015

Co-Design Of Dynamic Real-Time Scheduling And Cooperative Control For Human-Agent Collaboration Systems Based On Mutual Trust, Xiaotian Wang

All Theses

Mutual trust is a key factor in human-human collaboration. Inspired by this social interaction, we analyze human-agent mutual trust in the collaboration of one human and (semi)autonomous multi-agent systems. In the thesis, we derive time-series human-agent mutual trust models based on results from human factors engineering. To avoid both over- trust and under-trust, we set up dynamic timing models for the multi-agent scheduling problem and develop necessary and sufficient conditions to test the schedulability of the human multi-agent collaborative task. Furthermore, we extend the collaboration between one human and multiple agents into the collaboration between multi-human network and swarm-based agents …


Phasor Measurement Unit Deployment Approach For Maximum Observability Considering Vulnerability Analysis, Jyoti Paudel Dec 2015

Phasor Measurement Unit Deployment Approach For Maximum Observability Considering Vulnerability Analysis, Jyoti Paudel

All Theses

In recent years, there has been growing interest of synchrophasor measurements like Phasor Measurement Units (PMUs) Power systems are now being gradually populated by PMU since they provide significant phasor information for the protection and control of power systems during normal and abnormal situations. There are several applications of PMUs, out of which state estimation is a widely used. To improve the robustness of state estimation, different approaches for placement of PMUs have been studied. This thesis introduces an approach for deployment the PMUs considering its vulnerability. Two different analysis have been considered to solve the problem of locating PMUs …


Capillary-Channeled Polymer Fibers As Stationary Phases For Protein Chromatography, Marissa Pierson Dec 2015

Capillary-Channeled Polymer Fibers As Stationary Phases For Protein Chromatography, Marissa Pierson

All Theses

Capillary-channeled polymer (C-CP) fibers have been studied in this laboratory as stationary phases for protein separations in high-performance liquid chromatography (HPLC). C-CP fibers are uniquely shaped so as to include eight continuous capillary-channels which interdigitate once packed into a column. The packed column resembles a monolithic structure of unobstructed flow through capillary channels which reduces backpressure and increases linear velocity, reducing separation time. Fibers are effectively nonporous with respect to macromolecules, resulting in fast mass transfer and high sample recovery. C-CP fibers made from polypropylene (PP) yield a fairly homogenous hydrophobic surface suitable for reversed phase (RP) chromatography. In a …


The Impact Of China's "West To East" Electricity Transmission Project On Energy Poverty, Xiaotian Chen Dec 2015

The Impact Of China's "West To East" Electricity Transmission Project On Energy Poverty, Xiaotian Chen

All Theses

Energy poverty, which means that people can't get enough energy for daily life, is one of the big problems in rural place of Northwest region of China. The government wants to solve the problem with a large-scale electricity transmission project named "West to East". The aim of this thesis is to evaluate the impact of "West to East" project on the reduction of energy poverty in Shaanxi province in China through the analysis of 119 counties between the years 2003 to 2015. Since residential electricity price are set by the government at artificially low levels, an alternative measure is constructed …


Analysis And Synthesis Of Effective Human-Robot Interaction At Varying Levels In Control Hierarchy, David Spencer Dec 2015

Analysis And Synthesis Of Effective Human-Robot Interaction At Varying Levels In Control Hierarchy, David Spencer

All Theses

Robot controller design is usually hierarchical with both high-level task and motion planning and low-level control law design. In the presented works, we investigate methods for low-level and high-level control designs to guarantee joint performance of human-robot interaction (HRI). In the first work, a low-level method using the switched linear quadratic regulator (SLQR), an optimal control policy based on a quadratic cost function, is used. By incorporating measures of robot performance and human workload, it can be determined when to utilize the human operator in a method that improves overall task performance while reducing operator workload. This method is demonstrated …


Mylife: An Online Personal Memory Album, Di Wang, Ah-Hwee Tan Dec 2015

Mylife: An Online Personal Memory Album, Di Wang, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

In this demo, we illustrate the formation, retrieval, and playback of autobiographical memory in an online personal memory album named MyLife. The memory in MyLife consists of pictorial snapshots of one's life together with the associated context, namely time, location, people, activity, imagery, and emotion. MyLife allows direct import of memories from other online personal photo repositories. For memory retrieval, users can use not only exact cues, but also partial, vague, inaccurate, and random ones. The retrieved memories are then played back as a movie-like slide show with various visual effects and background music. MyLife holds high potential in both …


Effects Of Nitrogen Fertilization On The Life History Of The Madeira Mealybug (Phenacoccus Madeirensis) And The Molecular Composition Of Its Host Plant, Stephanie Alliene Rhodes Dec 2015

Effects Of Nitrogen Fertilization On The Life History Of The Madeira Mealybug (Phenacoccus Madeirensis) And The Molecular Composition Of Its Host Plant, Stephanie Alliene Rhodes

All Theses

The aim of this study was to investigate how different nitrogen fertilization rates of host-plants influence the development, fecundity, and nutritional status of a pest insect,the Madeira mealybug (Phenococcus madeirensis Green, Hemiptera: Psuedococcidae).This study evaluated the effects of nitrogen fertilization (0, 75, 150 and 300 ppm N) onthe growth, % nitrogen, % carbon, lipid, and protein contents of basil plants (Ocimum basilicum L., Lamiaceae), and the subsequent impacts of host-plant nutritional status onthe life history and total lipid and protein contents of the Madeira mealybug. Heights androot lengths of plants fertilized with 75 ppm N were greater than those of …


Analysis Of The Physical Activity Levels And Literacy Of Grand Valley State University Students, Sarah Haller Dec 2015

Analysis Of The Physical Activity Levels And Literacy Of Grand Valley State University Students, Sarah Haller

Honors Projects

Introduction: It’s been said that students with higher physical activity (PA) levels, tend to get better grades in school. The research behind this topic is mixed, with most regarding children, not college-aged adults. Methods: A PA health questionnaire was designed in a similar format as a survey given by the Centers for Disease Control (CDC). The survey was voluntarily filled out by 94 randomly selected Grand Valley State University (GVSU) students. Results: No significant differences were found between PA levels and GPA or major of GVSU students. Significant differences were found between the American Heart Association’s (AHA) guidelines for PA, …


Gridline Graphs In Three And Higher Dimensions, Susanna Lange, Holly Raglow Dec 2015

Gridline Graphs In Three And Higher Dimensions, Susanna Lange, Holly Raglow

Honors Projects

No abstract provided.


Rookie To Expert: Implementing Rook Theory In Strategic Games, Dakota Doster Dec 2015

Rookie To Expert: Implementing Rook Theory In Strategic Games, Dakota Doster

Honors Projects

No abstract provided.


Using Mathematical Games To Align Classroom Materials With The Common Core State Standards, Christine M. Lampen Dec 2015

Using Mathematical Games To Align Classroom Materials With The Common Core State Standards, Christine M. Lampen

Honors Projects

No abstract provided.


Control Of Mesoscopic Transport By Modifying Transmission Channels In Opaque Media, Raktim Sarma, Alexey Yamilov, Seng Fatt Liew, Mikhael Guy, Hui Cao Dec 2015

Control Of Mesoscopic Transport By Modifying Transmission Channels In Opaque Media, Raktim Sarma, Alexey Yamilov, Seng Fatt Liew, Mikhael Guy, Hui Cao

Physics Faculty Research & Creative Works

While controlling particle diffusion in a confined geometry is a popular approach taken by both natural and artificial systems, it has not been widely adopted for controlling light transport in random media, where wave interference effects play a critical role. The transmission eigenchannels determine not only light propagation through the disordered system but also the energy concentrated inside. Here, we propose and demonstrate an effective approach to modify these channels, whose structures are considered to be universal in conventional diffusive waveguides. By adjusting the waveguide geometry, we are able to alter the spatial profiles of the transmission eigenchannels significantly and …


Impact Of Sleep And Circadian Disruption On Energy Balance And Diabetes: A Summary Of Workshop Discussions, Deanna M. Arble, Joseph Bass, Cecilia Diniz Behn, Matthew P. Butler, Etienne Challet, Charles Czeisler, Christopher M. Depner, Joel Elmquist, Paul Franken, Michael A. Grandner, Erin C. Hanlon, Alex C. Keene, Michael J. Joyner, Ilia Karatsoreos, Philip A. Kern, Samuel Klein, Christopher J. Morris, Allan I. Pack, Satchidananda Panda, Louis J. Ptacek, Naresh M. Punjabi, Paolo Sessone-Corsi, Frank A. Scheer, Richa Saxena, Elizabeth R. Seaquest, Matthew S. Thimgan, Eve Van Cauter, Kenneth P. Wright Dec 2015

Impact Of Sleep And Circadian Disruption On Energy Balance And Diabetes: A Summary Of Workshop Discussions, Deanna M. Arble, Joseph Bass, Cecilia Diniz Behn, Matthew P. Butler, Etienne Challet, Charles Czeisler, Christopher M. Depner, Joel Elmquist, Paul Franken, Michael A. Grandner, Erin C. Hanlon, Alex C. Keene, Michael J. Joyner, Ilia Karatsoreos, Philip A. Kern, Samuel Klein, Christopher J. Morris, Allan I. Pack, Satchidananda Panda, Louis J. Ptacek, Naresh M. Punjabi, Paolo Sessone-Corsi, Frank A. Scheer, Richa Saxena, Elizabeth R. Seaquest, Matthew S. Thimgan, Eve Van Cauter, Kenneth P. Wright

Biological Sciences Faculty Research and Publications

A workshop was held at the National Institute for Diabetes and Digestive and Kidney Diseases with a focus on the impact of sleep and circadian disruption on energy balance and diabetes. The workshop identified a number of key principles for research in this area and a number of specific opportunities. Studies in this area would be facilitated by active collaboration between investigators in sleep/circadian research and investigators in metabolism/diabetes. There is a need to translate the elegant findings from basic research into improving the metabolic health of the American public. There is also a need for investigators studying the impact …


An Exploration Of Performance-Based Funding At Four-Year Public Colleges In The North Central Association Of Colleges And Schools, Samuel Fincher Dec 2015

An Exploration Of Performance-Based Funding At Four-Year Public Colleges In The North Central Association Of Colleges And Schools, Samuel Fincher

Graduate Theses and Dissertations

Performance-based funding has been used to help alleviate state and public calls for higher education accountability and more states have adopted this type of funding model (Tandberg & Hillman, 2014; Dougherty, Natow, & Vega, 2012). The purpose of this study was to explore performance-based funding and examine the relationship between types of funding and performance indicators in the North Central Association of Colleges and Schools (NCA). The state funding trends were examined for all of the states in the NCA. The correlations for state funding and four performance outcomes for all four-year higher education institutions were compared for three states …


A Circle Has No End: Role Of Cyclic Topology And Accompanying Structural Reorganization On The Hole Distribution In Cyclic And Linear Poly‑P‑Phenylene Molecular Wires, Marat R. Talipov, Ramesh Jasti, Rajendra Rathore Dec 2015

A Circle Has No End: Role Of Cyclic Topology And Accompanying Structural Reorganization On The Hole Distribution In Cyclic And Linear Poly‑P‑Phenylene Molecular Wires, Marat R. Talipov, Ramesh Jasti, Rajendra Rathore

Chemistry Faculty Research and Publications

π-Conjugated organic oligomers/polymers hold great promise as long-range charge-transfer materials for modern photovoltaic applications. However, a set of criteria for the rational design of functional materials is not yet available, in part because of a lack of understanding of charge distribution in extended π-conjugated systems of different topologies, and concomitant effects on redox and optical properties. Herein we demonstrate the role of cyclic versus linear topology in controlling the redox/optical properties and hole distribution in poly-p-phenylenes (PPs) with the aid of experiment, computation, and our recently developed multistate parabolic model (MPM). It is unequivocally shown that the hole …


Unveiling The Crucial Intermediates In Androgen Production, Piotr J. Mak, Michael C. Gregory, Ilia G. Denisov, Stephen G. Sligar, James R. Kincaid Dec 2015

Unveiling The Crucial Intermediates In Androgen Production, Piotr J. Mak, Michael C. Gregory, Ilia G. Denisov, Stephen G. Sligar, James R. Kincaid

Chemistry Faculty Research and Publications

Significance: The human enzyme cytochrome P450 17A1 (CYP17A1) catalyzes the critical step in the biosynthesis of the male sex hormones, and, as such, it is a key target for the inhibition of testosterone production that is necessary for the progression of certain cancers. CYP17A1 catalyzes two distinct types of chemical transformations. The first is the hydroxylation of the steroid precursors pregnenolone and progesterone. The second is a different reaction involving carbon–carbon (C-C) bond cleavage, the mechanism of which has been actively debated in the literature. Using a combination of chemical and biophysical methods, we have been able to trap and …


Direct Observation Of Photoinduced Charge Separation In Ruthenium Complex/Ni(Oh)2 Nanoparticle Hybrid, Yu Tang, Brian Pattengale, John Ludwig, Abderrahman Atifi, Alexander V. Zinovev, Bin Dong, Qingyu Kong, Xiaobing Zuo, Xiaoyi Zhang, Jier Huang Dec 2015

Direct Observation Of Photoinduced Charge Separation In Ruthenium Complex/Ni(Oh)2 Nanoparticle Hybrid, Yu Tang, Brian Pattengale, John Ludwig, Abderrahman Atifi, Alexander V. Zinovev, Bin Dong, Qingyu Kong, Xiaobing Zuo, Xiaoyi Zhang, Jier Huang

Chemistry Faculty Research and Publications

Ni(OH)2 have emerged as important functional materials for solar fuel conversion because of their potential as cost-effective bifunctional catalysts for both hydrogen and oxygen evolution reactions. However, their roles as photocatalysts in the photoinduced charge separation (CS) reactions remain unexplored. In this paper, we investigate the CS dynamics of a newly designed hybrid catalyst by integrating a Ru complex with Ni(OH)2 nanoparticles (NPs). Using time resolved X-ray absorption spectroscopy (XTA), we directly observed the formation of the reduced Ni metal site (~60 ps), unambiguously demonstrating CS process in the hybrid through ultrafast electron transfer from Ru complex to …


Incomplete Conversions: Intentions Of Indigenous Idolatry In Early Colonial Latin America, Amanda Boos Dec 2015

Incomplete Conversions: Intentions Of Indigenous Idolatry In Early Colonial Latin America, Amanda Boos

History Theses

After the Spanish conquest of Latin America different religious groups set up missions to convert the Indians to Catholicism. In the 1530s and 1560s overzealous officials started punishing the indigenous people for idolatry because they saw it as a rejection of Catholic and Spanish rule. This thesis examines why indigenous people continued their religious practices after their supposed conversion to Catholicism. The author argues that indigenous traditions of incorporating new deities into their pantheon led them to believe that the Catholic god was another to be included in their worship, not one to replace their belief system. Additionally, the Spanish …


When Disclosure Is Involuntary: Empowering Users With Control To Reduce Concerns, David W. Wilson, Ryan M. Schuetzler, Bradley Dorn, Jeffrey Gainer Proudfoot Dec 2015

When Disclosure Is Involuntary: Empowering Users With Control To Reduce Concerns, David W. Wilson, Ryan M. Schuetzler, Bradley Dorn, Jeffrey Gainer Proudfoot

Information Systems and Quantitative Analysis Faculty Proceedings & Presentations

Modern organizations must carefully balance the practice of gathering large amounts of valuable data from individuals with the associated ethical considerations and potential negative public image inherent in breaches of privacy. As it becomes increasingly commonplace for many types of information to be collected without individuals' knowledge or consent, managers and researchers alike can benefit from understanding how individuals react to such involuntary disclosures, and how these reactions can impact evaluations of the data-collecting organizations. This research develops and empirically tests a theoretical model that shows how empowering individuals with a sense of control over their personal information can help …


Fire And Flood Expand The Floodplain Shifting Habitat Mosaic Concept, W. J. Kleindl, Mark C. Rains, L. A. Marshall, F. R. Hauer Dec 2015

Fire And Flood Expand The Floodplain Shifting Habitat Mosaic Concept, W. J. Kleindl, Mark C. Rains, L. A. Marshall, F. R. Hauer

School of Geosciences Faculty and Staff Publications

The floodplain shifting habitat mosaic concept suggests that habitat patch dynamics are influenced by hydrologic disturbances driven by flood pulses of sufficient power to initiate incipient motion of the substratum and maintain cut-and-fill alluviation of the channel and banks. However, floodplain habitat mosaics are subject to other important landscape-scale disturbance regimes. In the Rocky Mountains of the USA and Canada, fire also affects floodplain habitat patch composition. The floodplain exists at the intersection of disturbance regimes that shape the riverscape and those that shape the landscape. We extended the shifting habitat mosaic concept by examining the effects of multiple disturbance …


Who Will Build The 21st Century?: Addressing Critical Demographic Gaps In The Geosciences, Bradley Cramer, Katherine J. Lewandowski, Arthur Goldstein, Pranoti Asher, Jeffrey G. Ryan, David I. Schofield, Rex Buchanan Dec 2015

Who Will Build The 21st Century?: Addressing Critical Demographic Gaps In The Geosciences, Bradley Cramer, Katherine J. Lewandowski, Arthur Goldstein, Pranoti Asher, Jeffrey G. Ryan, David I. Schofield, Rex Buchanan

School of Geosciences Faculty and Staff Publications

The geoscience workforce in the United States may be facing a critical shortage of trained personnel (Gonzalez and Keane, 2011; NRC, 2013; Mosher et al., 2014; Wilson, 2014a). The National Bureau of Labor Statistics projects a 16% increase in geoscience jobs by 2022. If, as projected, more than half of the present geoscience workforce retires by that time (Wilson, 2014a, 2014b), up to 185,000 new geoscientists will be needed. Graduation rates in U.S. geoscience programs (Wilson, 2014a) are slowly increasing but still lack the capacity to produce such numbers by 2022 (Fig. 1A). The result is a projected shortfall of …