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Articles 8671 - 8700 of 168125
Full-Text Articles in Entire DC Network
Rational Design Of Precisely Tailored Electrocatalysts For Efficient And Durable Electrocatalytic Devices, Mohmed Sanad Noufal
Rational Design Of Precisely Tailored Electrocatalysts For Efficient And Durable Electrocatalytic Devices, Mohmed Sanad Noufal
Open Access Theses & Dissertations
Due to their superior conversion efficiency, high power density, and green nature, sustainable energy technologies such as Fuel cells and Zinc-air batteries, once installed to produce green hydrogen fuel as well as energy storage devices, are expected to play an essential role in reducing the environmental effect of human transportation by replacing fossil fuels. However, the current bottleneck for the low-temperature polymer membrane fuel cells that dominate the fuel cell vehicle market is the sluggish kinetics of the oxygen reduction reaction (ORR) at the cathode. The slow ORR kinetics significantly reduce the efficiency of chemical-electrical energy conversion. Similarly, hydrogen production …
An Unexpected Case Of Non-Uremic Calciphylaxis In A Patient With Multiple Risk Factors, Shannon Nugent, Fred Karaisz, Maisa Elbadawi, Andrew Touati, Neda Nikbakht, Jason B. Lee, Hasan Arif
An Unexpected Case Of Non-Uremic Calciphylaxis In A Patient With Multiple Risk Factors, Shannon Nugent, Fred Karaisz, Maisa Elbadawi, Andrew Touati, Neda Nikbakht, Jason B. Lee, Hasan Arif
Division of Internal Medicine Faculty Papers & Presentations
A 58-year-old woman with a history of morbid obesity, asthma, and prior warfarin use presented to the hospital with shortness of breath and a three-month history of painful, ulcerated ulcers with retiform purpura of her bilateral distal extremities. A punch biopsy specimen demonstrated focal necrosis and hyalinization of the adipose tissue with subtle arteriolar calcium deposition, findings consistent with calciphylaxis. We discuss the presentation of non-uremic calciphylaxis and review the risk factors, pathophysiology, and interdisciplinary management approach of this rare disease.
Legal Reform To Enhance Global Text And Data Mining Research: Outdated Copyright Laws Around The World Hinder Research, Sean M. Fiil-Flynn, Brandon Butler, Michael Carroll, Or Cohen-Sasson, Carys Craig, Lucie Guibault, Peter Jaszi, Bernd Justin Jütte, Ariel Katz, João Pedro Quintais, Thomas Margoni, Allan Rocha De Souza, Matthew Sag, Rachael Samberg, Luca Schirru, Martin Senftleben, Ofer Tur-Sinai, Jorge L. Contreras
Legal Reform To Enhance Global Text And Data Mining Research: Outdated Copyright Laws Around The World Hinder Research, Sean M. Fiil-Flynn, Brandon Butler, Michael Carroll, Or Cohen-Sasson, Carys Craig, Lucie Guibault, Peter Jaszi, Bernd Justin Jütte, Ariel Katz, João Pedro Quintais, Thomas Margoni, Allan Rocha De Souza, Matthew Sag, Rachael Samberg, Luca Schirru, Martin Senftleben, Ofer Tur-Sinai, Jorge L. Contreras
Articles & Book Chapters
No abstract provided.
Phosphate Mineralogy And Paragenesis Of The Fletcher Pegmatite, North Groton, New Hampshire, Susanna T. Kreinik
Phosphate Mineralogy And Paragenesis Of The Fletcher Pegmatite, North Groton, New Hampshire, Susanna T. Kreinik
LSU New Orleans Theses and Dissertations
Investigation of phosphate assemblages selectively collected at the Fletcher Mine pegmatite, North Groton, New Hampshire, yielded eighteen discrete secondary phosphate species. Secondary phases were formed via metasomatic (high temperature) and hydrothermal (low temperature) alteration of primary triphylite and fluorapatite. Mineral associations bear proximal phases known to occur under contrasting conditions, both oxidizing and reducing, suggesting the formation of microenvironments during concomitant mineral generation. Late-stage hydrothermal fluids provide ions taken up in low temperature secondary phases with calcium and magnesium most prevalent in these suites. High iron to manganese ratios in analyzed specimens establish the relative evolution of the pegmatite host. …
Girlhood And Engendered Alienation In The Heart Is A Lonely Hunter And A Tree Grows In Brooklyn, Lauren C. Dolese
Girlhood And Engendered Alienation In The Heart Is A Lonely Hunter And A Tree Grows In Brooklyn, Lauren C. Dolese
LSU New Orleans Theses and Dissertations
Utilizing a girls’ studies perspective and materialist feminist lens, this paper seeks to put Carson McCullers’ The Heart is a Lonely Hunter (1940) in conversation with Betty Smith’s A Tree Grows in Brooklyn (1943). Besides being published in the early 1940s, both works feature young girls navigating class struggles, exploring their identities, and struggling against dominant ideologies specific to their time and place. McCullers’ and Smith’s novels depict how a patriarchal, capitalist society imposes upon young women a narrow, misogynistic view of themselves and the women around them—facilitating the social reproduction of oppression and alienation. In depicting these realities of …
The Economic Impact Of Artprize 2022, Christian Glupker, Paul Isely
The Economic Impact Of Artprize 2022, Christian Glupker, Paul Isely
Other Faculty Publications
SUMMARY OF ECONOMIC IMPACT
ArtPrize 2022 is estimated to have generated or supported economic benefits for Kent County in the following ways:
- 753,601 total visitors, with 56% visiting from outside of Kent County. Over 14 states and four countries were represented. The average age of all visitors was 46 years old.
- 56% of all visitors and 73% of all nonlocal visitors stated that ArtPrize 2022 was their primary reason for visiting Grand Rapids.
- There were 858,582 total primary visitor days, with 59% coming from nonlocal visitors. These nonlocal visitors spent on average 1.67 days at ArtPrize.
- Direct spending of all …
Inclusive Job Descriptions Toolkit, Emily Frigo, Annie Bélanger, Kristin Meyer, Jason Durham, Brian Merry
Inclusive Job Descriptions Toolkit, Emily Frigo, Annie Bélanger, Kristin Meyer, Jason Durham, Brian Merry
Library Reports and Communication
The goal of the toolkit is to directly reflect our IDEA values and apply them to how we write job descriptions from start to finish for all positions in the Libraries. Supervisors, employees, and any key decision maker involved in the job description writing process should use this toolkit. The first part of the toolkit outlines best practices in developing job descriptions from both process and equity perspectives. The second part offers an equity lens to use to review the job descriptions. The Appendices include additional language, an implementation guide, and job description templates with instructions.
Destroying The Myth Of The Monolith: A Historical Observation Of The Black Conservative From Then To Now, Jessica Reese
Destroying The Myth Of The Monolith: A Historical Observation Of The Black Conservative From Then To Now, Jessica Reese
Honors Theses
Although it is not often reflected at the ballot box, Black America has a wide variety of political thought processes mostly rooted in socially conservative backgrounds. There has been a false, and frankly disrespectful, narrative that all Black Americans affirm to the same political ideology, vote in similar patterns, and align with the same political party. The uprising of Black Americans, specifically within the young electorate, who hold political conservative thought processes is the inspiration of this thesis. Starting with the 1780s and progressing through the 2020s, this thesis will observe the historical shifts and expansion of Black conservatism in …
Isomaltooligosaccharides Sustain The Growth Of Prevotella Both In Vitro And In Animal Models, Junkui Chen, Zhengpeng Li, Xiaofan Wang, Bin Fan, Feilong Deng, Hongwei D. Yu, Xiaolei Ze, Liying Zhu, Yeshi Yin, Yanhong Chen, Jiangchao Zhao, Yunsheng Yang, Xin Wang
Isomaltooligosaccharides Sustain The Growth Of Prevotella Both In Vitro And In Animal Models, Junkui Chen, Zhengpeng Li, Xiaofan Wang, Bin Fan, Feilong Deng, Hongwei D. Yu, Xiaolei Ze, Liying Zhu, Yeshi Yin, Yanhong Chen, Jiangchao Zhao, Yunsheng Yang, Xin Wang
Animal Science Faculty Publications and Presentations
The human digestive tract is colonized by trillions of bacterial cells that play important roles in human health and diseases. It is well known that dietary habits are associated with human microbiota enterotypes. However, the factors that determine the enterotype still remain elusive. In this study, it was first examined, via in vitro batch fermentation, how different carbohydrates affect the Bacteroides and Prevotella enterotypes. Among the 11 substrates (fructo-, galacto-, xylo-, manno-, and isomalto-oligosaccharides [IMO] and lactulose, raffinose, starch, inulin [INU], mannitol, and xylitol) tested, IMO, INU, and starch were found to sustain the growth of Prevotella through batch fermentation. …
Resolving Echoes From Dentistry’S Past, Christopher J. Smiley Dds
Resolving Echoes From Dentistry’S Past, Christopher J. Smiley Dds
The Journal of the Michigan Dental Association
This editorial discusses a 1939 concept of dental disease prevention and the resistance it faced from some in the dental profession due to potential economic self-interest. It draws parallels to current issues in the dental field, such as the Centers for Medicare & Medicaid Services (CMS) rules on dental coverage. The CMS rules link dental services to medical outcomes, opening the door for future expansion. However, the editorial highlights gaps in coverage, particularly for cancer patients and those with diabetes. The new CMS rule signifies progress in integrating oral health into healthcare, echoing a goal set in 1939.
Examining The Association Between Facebook Marketing And Applications Received In Graduate Programs At One University, Heather Danielle Campbell
Examining The Association Between Facebook Marketing And Applications Received In Graduate Programs At One University, Heather Danielle Campbell
Graduate Theses and Dissertations
As the technological world continues to grow and expand, the use of social media marketing continues to increase. Graduate programs looking to increase the number of applications received can turn to Facebook to market their programs. This study looks at the use of self-presentation, from a graduate program level of Facebook use, to create content that reaches their target audience. Self-presentation allows graduate programs to control the types of marketing, posts, and content displayed regarding their program in an effort to be seen in a certain light. This study explores six types of Facebook content perceived as favorable in the …
The Human Natural Resource Endowment Of Limestone For Cement Manufacturing, Vanya Marie North
The Human Natural Resource Endowment Of Limestone For Cement Manufacturing, Vanya Marie North
Graduate Theses and Dissertations
This study investigates the total per-capita allocation of limestone globally. Termed the Human Natural Resource Endowment (HNRE), it is calculated by subtracting the cumulative annual production from the ultimately recoverable reserve (URR) of limestone and dividing the difference by global population. HNRE represents a unique way of visualizing resource depletion by asking how much of a given resource can be allocated to each person on earth, and how long that allocation can last given multiple population and usage scenarios. The average American, born in 2021, will use approximately 23,930 kgs of cement in their lifetime, with similar demands globally. Demand …
Enhancing Human Schwann Cells Reparative Behavior Using Heparin/Collagen Layer-By-Layer Coatings, Luis Carlos Pinzon-Herrera
Enhancing Human Schwann Cells Reparative Behavior Using Heparin/Collagen Layer-By-Layer Coatings, Luis Carlos Pinzon-Herrera
Graduate Theses and Dissertations
When a peripheral nerve injury (PNI) occurs, the gold standard for tissue regeneration is the use of autografts. However, due to the secondary effects produced by multiple surgeries involved in the removal and implantation of autografts for very small lesions, it is possible to replace them with the use of Nerve Guide Conduits (NGCs). However, NGCs are limited to short lesions (less than 1 cm). This limitation is caused by the absence of compounds in the extracellular matrix (ECM) that autografts can provide. Since much of the regenerative process takes place on the NGC surface, our work aims to modify …
Assessment Of Novel Protein Ingredient Arthrospira Platensis (Microalgae) And Soybean Genotype Amino Acid And Oil Selection Improvements On Broiler Performance, Savannah Wells Crafton
Assessment Of Novel Protein Ingredient Arthrospira Platensis (Microalgae) And Soybean Genotype Amino Acid And Oil Selection Improvements On Broiler Performance, Savannah Wells Crafton
Graduate Theses and Dissertations
Two experiments were conducted to assess the efficiency of including novel protein ingredient Arthrospira platensis or improved soybean meal in a broiler diet. The first experiment aimed to determine the feeding value of soybean meal produced from varieties of soybeans bred for increased amino acid content (SBAA) improved oil content (SBO) compared to a conventional soybean variety in an ANOVA design fed to Cobb 500 female broilers for 28-42d of age. The SBAA and SBO soybeans contained overall higher amino acid content and lower oligosaccharide content compared to the conventional soybean variety in addition to improved oil quality. The second …
Divide-And-Conquer Distributed Learning: Privacy-Preserving Offloading Of Neural Network Computations, Lewis C.L. Brown
Divide-And-Conquer Distributed Learning: Privacy-Preserving Offloading Of Neural Network Computations, Lewis C.L. Brown
Graduate Theses and Dissertations
Machine learning has become a highly utilized technology to perform decision making on high dimensional data. As dataset sizes have become increasingly large so too have the neural networks to learn the complex patterns hidden within. This expansion has continued to the degree that it may be infeasible to train a model from a singular device due to computational or memory limitations of underlying hardware. Purpose built computing clusters for training large models are commonplace while access to networks of heterogeneous devices is still typically more accessible. In addition, with the rise of 5G networks, computation at the edge becoming …
Gate-Controlled Quantum Dots In Two-Dimensional Tungsten Diselenide And One-Dimensional Tellurium Nanowires, Shiva Davari Dolatabadi
Gate-Controlled Quantum Dots In Two-Dimensional Tungsten Diselenide And One-Dimensional Tellurium Nanowires, Shiva Davari Dolatabadi
Graduate Theses and Dissertations
This work focuses on the investigation of gate-defined quantum dots in two-dimensional transition metal dichalcogenide tungsten diselenide (WSe2) as a means to unravel mesoscopic physical phenomena such as valley-contrasting physics in WSe2 flakes and its potential application as qubit, as well as realizing gate-controlled quantum dots based on elementaltellurium nanostructures which may unlock the topological nature of the host material carriers such as Weyl states in tellurium nanowires.The fabrication and characterization of gate-defined hole quantum dots in monolayer and bilayer WSe2 are reported. The gate electrodes in the device design are located above and below the WSe2 nanoflakes to accumulate …
Short-Term Changes Within An Agroforestry System Managed At Three Basal Areas With Fescue Compared To Orchardgrass, Matthew Janorschke
Short-Term Changes Within An Agroforestry System Managed At Three Basal Areas With Fescue Compared To Orchardgrass, Matthew Janorschke
Graduate Theses and Dissertations
Silvopasture practices incorporate forages and woody perennials in the same system in order to create a sustainable system. The main objective of this study was to determine if one of two forage species can be successfully established in order to investigate agroforestry as a management system to promote soil health. Within a bottomland mixed hardwood forest in the Arkansas River Valley, an agroforestry system was established to evaluate three basal areas (determined as the cross-sectional area of trees at breast height) (7, 11.5, and 16 m2/ha) with mounded areas and two forages, tall fescue (Lolium arundinaceum [Schreb.] Darbysh) and orchardgrass …
A Method For Exploring The Habitability Of Earth-Like Exoplanets: Applications To Tess Objects Of Interest 203 B, 256 B, And 700 D, Paul Bonney
Graduate Theses and Dissertations
The Transiting Exoplanet Survey Satellite (TESS) has and is continuing to discover a multitude of potentially habitable planet candidates. As more planets are detected and confirmed, it becomes increasingly important to strategically search for signs of habitability with which to differentiate and prioritize them for further observation, in particular with the James Webb Space Telescope (JWST). To facilitate this, I have created a method for prioritizing TESS planet candidates based on parameters derived from their light curves and have applied the method to the TESS Candidate Target List (CTL). This data set uses preliminary fits to transit modeling which can …
Nitrogen Use Efficiency Of Pretassel Nitrogen Applications In Corn, Robyn Brittlee Mulloy
Nitrogen Use Efficiency Of Pretassel Nitrogen Applications In Corn, Robyn Brittlee Mulloy
Graduate Theses and Dissertations
Corn (Zea mays L.) production continues to be a critical component of row-crop production systems within Arkansas and is seeing a resurgence in recent years. Nitrogen (N) is critical for corn growth and is often one of the single largest input costs associated with corn production. Research objectives for this study were to determine the nitrogen use efficiency (NUE) of late season N applications as influenced by sidedress N rate and timing of pretassel application and to quantify the nutrient uptake and partitioning in modern era corn hybrids within a furrow-irrigated production system. Research was conducted at the Milo J. …
Investigating Quality Attributes And Wine Production Methods Of Arkansas-Grown Grapes, Amanda Fleming
Investigating Quality Attributes And Wine Production Methods Of Arkansas-Grown Grapes, Amanda Fleming
Graduate Theses and Dissertations
Grapevines (Vitis species) are grown worldwide to produce table grapes, juice grapes, dried grapes, and wine with the United States as one of the world’s largest wine and grape producers. Though not a large contributor to the U.S. grape and wine industry, Arkansas’ industry plays an important role in the state’s agritourism and economy. Most grapes grown in Arkansas’ warm climate include native species, such as muscadines (V. rotundifolia) and hybrids (crosses of Vitis species). Two important hybrid red wine grapes grown in Arkansas are Chambourcin, grown commercially for its positive viticulture and enological quality, and Enchantment, a newer cultivar …
Advancing Statistical Learning And Decision Modeling Using Irregularly-Sampled Multivariate Data For Managing Respiratory Diseases, Maryam Alimohammadi
Advancing Statistical Learning And Decision Modeling Using Irregularly-Sampled Multivariate Data For Managing Respiratory Diseases, Maryam Alimohammadi
Graduate Theses and Dissertations
Complex healthcare systems require efficient and effective data-driven decision making in various aspects. As patient data becomes more available, advanced statistical learning and machine learning techniques are applied to improve data-driven decision making. However, patient health data, including clinical trial data, medical records, and electronic health records, are associated with several challenges. Patient health data includes medical information of a patient that may includedemographics, information relating to their health or illness, medications and treatments, etc. They are a combination of static and time series variables, with many censoring and missingness in the data, and are irregularly sampled in most cases. …
Design And Comparison Of Asynchronous Fft Implementations, Julie Bigot
Design And Comparison Of Asynchronous Fft Implementations, Julie Bigot
Graduate Theses and Dissertations
Fast Fourier Transform (FFT) is a widely used digital signal processing technology in a large variety of applications. For battery-powered embedded systems incorporating FFT, its physical implementation is constrained by strict power consumption, especially during idle periods. Compared to the prevailing clocked synchronous counterpart, quasi-delay insensitive asynchronous circuits offer a series of advantages including flexible timing requirement and lower leakage power, making them ideal choices for these systems. In this thesis work, various FFT configurations were implemented in the low-power Multi-Threshold NULL Convention Logic (MTNCL) paradigm. Analysis illustrates the area and power consumption trends along the changing of the number …
Data-Driven Deep Learning-Based Analysis On Thz Imaging, Haoyan Liu
Data-Driven Deep Learning-Based Analysis On Thz Imaging, Haoyan Liu
Graduate Theses and Dissertations
Breast cancer affects about 12.5% of women population in the United States. Surgical operations are often needed post diagnosis. Breast conserving surgery can help remove malignant tumors while maximizing the remaining healthy tissues. Due to lacking effective real-time tumor analysis tools and a unified operation standard, re-excision rate could be higher than 30% among breast conserving surgery patients. This results in significant physical, physiological, and financial burdens to those patients. This work designs deep learning-based segmentation algorithms that detect tissue type in excised tissues using pulsed THz technology. This work evaluates the algorithms for tissue type classification task among freshly …
Seasonal Patterns In Activity And Occupancy Dynamics Of The Imperiled Spotted Turtle (Clemmys Guttata), Ellery Vaughn Lassiter
Seasonal Patterns In Activity And Occupancy Dynamics Of The Imperiled Spotted Turtle (Clemmys Guttata), Ellery Vaughn Lassiter
Graduate Theses and Dissertations
Wetland ecosystems are often spatially patchy across a landscape and exhibit seasonal patterns in water levels, resulting in the need for aquatic wildlife to use several different wetland patches across a season. The ecology of semi-aquatic freshwater turtles is especially complex because individuals often move among a variety of habitats to meet life history needs and these habitat requirements often differ across a season. Understanding the temporal and spatial scale in which turtles move and distribute across the landscape is vital for effective management, especially in the face of continued habitat fragmentation and climate change. Thus, we sought to understand …
Ultrasound Mediated Tissue Growth In Bioinspired Scaffolds, Marco Fielder
Ultrasound Mediated Tissue Growth In Bioinspired Scaffolds, Marco Fielder
Graduate Theses and Dissertations
Porous scaffolds mechanically stimulated with ultrasound are used for the treatment of bone conditions such as osteoporosis or traumatic bone injury. However, one current issue in these treatment techniques is designing a scaffold structure with a high structural integrity that also does not impede tissue growth. A larger ultrasound wave transmission would also allow more of a scaffold to receive mechanical stimulation from ultrasound. Controlling mesenchymal stem cell seeding of tissue scaffolds also has potential for developing optimal seeding patterns to maximize or control tissue growth in the scaffold based on an individual’s physiology. There is also a need for …
Delaying College For Domestic Civic Service: The Gap Year Experiences Of City Year Americorps Alumni, Christopher John Bryson
Delaying College For Domestic Civic Service: The Gap Year Experiences Of City Year Americorps Alumni, Christopher John Bryson
Graduate Theses and Dissertations
Over the past decade the concept of taking a gap year has become mainstream in the US. This idea of delaying enrollment, or taking a break from college, before beginning a bachelor’s degree, has gained popularity, especially as the cost of attendance in higher education has soared and the burden of paying for it has been placed on the student as the consumer. Similarly, the sought-after gap year experiences offered in the private sector are often costly. With the rising popularity of gap years, it is important to identify experiences that are accessible to a wide variety of backgrounds and …
Hierarchical Structure And Material Integration For Electrocatalytic Co2 Reduction, Hamed Mehrabi
Hierarchical Structure And Material Integration For Electrocatalytic Co2 Reduction, Hamed Mehrabi
Graduate Theses and Dissertations
CO2 released by the combustion of fossil fuels is driving significant changes to the earth’sclimate. The natural cycle for removing CO2 from the atmosphere, namely photosynthesis, cannot keep up with the rate at which it is being added. Developing engineering approaches to remove CO2 from the atmosphere is becoming essential to reduce these effects. Removal leads to further issues of carbon sequestration and favorable CO2 reuse strategies, including the electrochemical transformation of recovered CO2 to useful products such as fuels and materials. Copper is an important electrocatalyst for the CO2 reduction reaction (CO2RR) because of its unique capability for producing …
Nitrogen Management In Rice Under Suboptimal Soil Conditions, Payton Suzanne Rhea
Nitrogen Management In Rice Under Suboptimal Soil Conditions, Payton Suzanne Rhea
Graduate Theses and Dissertations
In Mid-South rice (Oryza sativa, L.) production, nitrogen (N) fertilizer management for pureline varieties is most often recommended as a single preflood (SPF) or two-way split (2WS) application in a direct-seeded, delayed-flood system. Most of the N fertilizer is typically applied at the four- to six-leaf stage onto dry soil, and the second application, if necessary, into the floodwater during early reproductive growth stages (referred to as midseason). Environmental factors frequently prohibit growers from applying early N fertilizer under optimal dry soil conditions. A study was conducted to determine the best N fertilization management practices to utilize in rice when …
Sustainability And Health Impacts Of Pulse Crops In The United States Using Life Cycle Assessment, Prathamesh A. Bandekar
Sustainability And Health Impacts Of Pulse Crops In The United States Using Life Cycle Assessment, Prathamesh A. Bandekar
Graduate Theses and Dissertations
Environmental sustainability and human health impact of pulses produced and consumed in the United States was assessed using life cycle assessment (LCA). The study included three objectives 1) to estimate environmental impact of current production and consumption practices in the United States using attributional LCA; 2) to estimate environmental and human health impact of iso-caloric diets containing varying amounts of pulses using Hybrid-LCA and Combined Nutritional and Environmental-LCA (CONE-LCA); and 3) to estimate environmental impact of increased demand for pulses using consequential LCA. Scope of the study varied for each objective with system boundary encompassing cradle-to-grave activities for objective 1 …
Efficient Hierarchical Space-Time Models For Large Areal Datasets With Application To Forest Inventory Mapping Using Remote Sensing Imagery, Md Kamrul Hasan Khan
Efficient Hierarchical Space-Time Models For Large Areal Datasets With Application To Forest Inventory Mapping Using Remote Sensing Imagery, Md Kamrul Hasan Khan
Graduate Theses and Dissertations
The focus of this dissertation is development of a novel hierarchical framework, that can be used for predictive modeling of Forest Inventory and Analysis (FIA) data over large regions. This dissertation has two significant contributions. Based on a study region in north-central Wisconsin, we analyze satellite imagery, along with a sample of national forest inventory field plots, to monitor and predict changes in forest conditions over time. The auxiliary data from the satellite imagery of this region are relatively dense in space and time, and can be used to learn how forest conditions changed over that decade. However, these records …