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Evaluation Of Land Preparation Methods For Soil Stabilization, Revegetation, And Renewed Productivity In Semi-Arid Climates, Jarrett Lardy, North Dakota State University, Miranda Meehan, Aaron L. M. Daigh, James Staricka, Nathan Derby Oct 2023

Evaluation Of Land Preparation Methods For Soil Stabilization, Revegetation, And Renewed Productivity In Semi-Arid Climates, Jarrett Lardy, North Dakota State University, Miranda Meehan, Aaron L. M. Daigh, James Staricka, Nathan Derby

Department of Agronomy and Horticulture: Faculty Publications

In the Williston Basin, land-preparation treatments have not been compared in side-by-side trials to evaluate performance for parameters such as runoff, erosion, and vegetation establishment. Thus, four treatments of wheat-straw crimping, land imprinting, wood-fiber hydromulch, and the combination of land imprinting and hydromulch were evaluated against a bare soil control in a replicated and randomized completed block field experiment near Williston, ND. Rainfall simulations were performed in September 2020 and June 2021 to examine the effectiveness of the treatments to reduce runoff and sediment losses. Vegetation establishment was also evaluated in August 2021. The wheat straw treatment reduced the equivalent …


Increased Ductility Of Ti-6al-4v By Interlayer Milling During Directed Energy Deposition, Rakeshkumar Karunakaran, Luz D. Sotelo, Hitarth Maharaja, Calsey Nez, Monsuru Ramoni, Scott Halliday, Sushil Mishra, Joseph A. Turner, Michael P. Sealy Oct 2023

Increased Ductility Of Ti-6al-4v By Interlayer Milling During Directed Energy Deposition, Rakeshkumar Karunakaran, Luz D. Sotelo, Hitarth Maharaja, Calsey Nez, Monsuru Ramoni, Scott Halliday, Sushil Mishra, Joseph A. Turner, Michael P. Sealy

Department of Mechanical and Materials Engineering: Faculty Publications

Additive manufacturing (AM) often results in high strength but poor ductility in titanium alloys. Hybrid AM is a solution capable of improving both ductility and strength. In this study, hybrid AM of Ti-6Al-4V was achieved by coupling directed energy deposition with interlayer machining. The microstructure, residual stress, and microhardness were examined to explain how interlayer machining caused a 63% improvement in ductility while retaining an equivalent strength to as-printed samples. Interlayer machining introduced recurrent interruptions in printing that allowed for slow cooling-induced coarsening of acicular α laths at the machined interfaces. The coarse α laths on the selectively machined layers …


Comparison Of Models With And Without Roadway Features To Estimate Annual Average Daily Traffic At Non-Coverage Locations, Jing Wang, Ryan Devine, Nathan Huynh, Weimin Jin, Gurcan Comert, Mashrur Chowdhury Oct 2023

Comparison Of Models With And Without Roadway Features To Estimate Annual Average Daily Traffic At Non-Coverage Locations, Jing Wang, Ryan Devine, Nathan Huynh, Weimin Jin, Gurcan Comert, Mashrur Chowdhury

Department of Civil and Environmental Engineering: Faculty Publications

This study develops and evaluates models to estimate Annual Average Daily Traffic (AADT) at non-coverage or out-of-network locations. The non-coverage locations are those where counts are performed very infrequently, but an up-to-date and accurate estimate is needed by state departments of transportation. Two types of models are developed, one that simply uses the nearby known AADTs to provide an estimate and one that requires roadway features (e.g., type of median, presence of left-turn lane). The advantage of the former type is that no additional data collection is needed, thereby saving time and money for state highway agencies. A natural question …


Acoustophoresis Around An Elastic Scatterer In A Standing Wave Field, Khemraj Gautam Kshetri, Nitesh Nama Oct 2023

Acoustophoresis Around An Elastic Scatterer In A Standing Wave Field, Khemraj Gautam Kshetri, Nitesh Nama

Department of Mechanical and Materials Engineering: Faculty Publications

Acoustofluidic systems often employ prefabricated acoustic scatterers that perturb the imposed acoustic field to realize the acoustophoresis of immersed microparticles. We present a numerical study to investigate the timeaveraged streaming and radiation force fields around a scatterer. Based on the streaming and radiation force field, we obtain the trajectories of the immersed microparticles with varying sizes and identify a critical transition size at which the motion of immersed microparticles in the vicinity of a prefabricated scatterer shifts from being streaming dominated to radiation dominated. We consider a range of acoustic frequencies to reveal that the critical transition size decreases with …


Comparison Of Models With And Without Roadway Features To Estimate Annual Average Daily Traffic At Non-Coverage Locations, Jing Wang, Ryan Devine, Nathan Huynh, Weimin Jin, Gurcan Comert, Mashrur Chowdhury Oct 2023

Comparison Of Models With And Without Roadway Features To Estimate Annual Average Daily Traffic At Non-Coverage Locations, Jing Wang, Ryan Devine, Nathan Huynh, Weimin Jin, Gurcan Comert, Mashrur Chowdhury

Department of Civil and Environmental Engineering: Faculty Publications

This study develops and evaluates models to estimate Annual Average Daily Traffic (AADT) at non-coverage or out-of-network locations. The non-coverage locations are those where counts are performed very infrequently, but an up-to-date and accurate estimate is needed by state departments of transportation. Two types of models are developed, one that simply uses the nearby known AADTs to provide an estimate and one that requires roadway features (e.g., type of median, presence of left-turn lane). The advantage of the former type is that no additional data collection is needed, thereby saving time and money for state highway agencies. A natural question …


Nitrogen Radiofrequency Plasma Treatment Of Graphene, Antoine Bident, Nathalie Caillault, Florence Delange, Christine Labrugere, Guillaume Aubert, Cyril Aymonier, Etienne Durand, Alain Demourgues, Yongfeng Lu, Jean-François Silvain Oct 2023

Nitrogen Radiofrequency Plasma Treatment Of Graphene, Antoine Bident, Nathalie Caillault, Florence Delange, Christine Labrugere, Guillaume Aubert, Cyril Aymonier, Etienne Durand, Alain Demourgues, Yongfeng Lu, Jean-François Silvain

Department of Electrical and Computer Engineering: Faculty Publications

The incorporation of nitrogen (N) atoms into a graphitic network such as graphene (Gr) remains a major challenge. However, even if the insertion mechanisms are not yet fully understood, it is certain that the modification of the electrical properties of Gr is possible according to the configuration adopted. Several simulations work, notably using DFT, have shown that the incorporation of N in Gr can induce an increase in the electrical conductivity and N acts as an electron donor; this increase is linked to the amount of N, the sp2/sp3 carbon configuration, and the nature of C-N bonding. …


Multi-Factor Optimization Of Bio-Methanol Production Through Gasification Process Via Statistical Methodology Coupled With Genetic Algorithm, Amin Hedayati Moghaddam, Morteza Esfandyari, Dariush Jafari, Hossein Sakhaeinia Oct 2023

Multi-Factor Optimization Of Bio-Methanol Production Through Gasification Process Via Statistical Methodology Coupled With Genetic Algorithm, Amin Hedayati Moghaddam, Morteza Esfandyari, Dariush Jafari, Hossein Sakhaeinia

Department of Civil and Environmental Engineering: Faculty Publications

This work innovatively explores the bio-methanol production process, conducts comprehensive analyses, develops statistical models, and optimizes operational conditions, contributing valuable insights to the field of sustainable energy production from biomass. Accordingly, bio-methanol production from biomass through gasification route was investigated and simulated using Aspen Plus software. The effects of operational parameters on energy duty of gasification reactor and the methanol production rate in syngas to methanol reactor were investigated. The parameters affecting the process performance including temperature, pressure, and steam/feed ratio were examined using the response surface methodology (RSM) by central composite design (CCD) technique. Analysis of variance (ANOVA) was …


Multi-Factor Optimization Of Bio-Methanol Production Through Gasification Process Via Statistical Methodology Coupled With Genetic Algorithm, Amin Hedayati Moghaddam, Morteza Esfandyari, Dariush Jafari, Hossein Sakhaeinia Oct 2023

Multi-Factor Optimization Of Bio-Methanol Production Through Gasification Process Via Statistical Methodology Coupled With Genetic Algorithm, Amin Hedayati Moghaddam, Morteza Esfandyari, Dariush Jafari, Hossein Sakhaeinia

Department of Civil and Environmental Engineering: Faculty Publications

This work innovatively explores the bio-methanol production process, conducts comprehensive analyses, develops statistical models, and optimizes operational conditions, contributing valuable insights to the field of sustainable energy production from biomass. Accordingly, bio-methanol production from biomass through gasification route was investigated and simulated using Aspen Plus software. The effects of operational parameters on energy duty of gasification reactor and the methanol production rate in syngas to methanol reactor were investigated. The parameters affecting the process performance including temperature, pressure, and steam/feed ratio were examined using the response surface methodology (RSM) by central composite design (CCD) technique. Analysis of variance (ANOVA) was …


Electrode Effect On Ferroelectricity In Free-Standing Membranes Of Pbzr0.2Ti0.8O3, Qiuchen Wu, Kun Wang, Alyssa Simpson, Yifei Hao, Jia Wang, Dawei Li, Xia Hong Oct 2023

Electrode Effect On Ferroelectricity In Free-Standing Membranes Of Pbzr0.2Ti0.8O3, Qiuchen Wu, Kun Wang, Alyssa Simpson, Yifei Hao, Jia Wang, Dawei Li, Xia Hong

Department of Physics and Astronomy: Faculty Publications

We report the effects of screening capacity, surface roughness, and interfacial epitaxy of the bottom electrodes on the polarization switching, domain wall (DW) roughness, and ferroelectric Curie temperature (TC) of PbZr0.2Ti0.8O3 (PZT)- based free-standing membranes. Singe crystalline 10−50 nm (001) PZT and PZT/La0.67Sr0.33MnO3 (LSMO) membranes are prepared on Au, correlated oxide LSMO, and two-dimensional (2D) semiconductor MoS2 base layers. Switching the polarization of PZT yields nonvolatile current modulation in the MoS2 channel at room temperature, with an on/off ratio of up to 2 × 105 …


Phys 431/831 Oct 2023

Phys 431/831

Department of Physics and Astronomy: Syllabi

No abstract provided.


Phys 911 Oct 2023

Phys 911

Department of Physics and Astronomy: Syllabi

No abstract provided.


Nebline, October 2023 Oct 2023

Nebline, October 2023

NEBLINE Newsletter Archive from Nebraska Extension in Lancaster County

Super Fair Showcases 4-H’ers Learning Experiences

4-H Youth Use Videovoice to Address Health Equity

Recipe of the Month: Jajic Middle-Eastern Cucumber Salad by Emily Gratopp

American Bittersweet Brightens Up Fall by Sarah Browning

Garden Guide: Things to Do This Month

Helping Children Calm Down by Hayley Jackson

Adding Wheat to Your Corn-Soybean Rotation Has Many Benefifits by John Nelson

Heart of 4-H Volunteer Award: Kari Schepers

Be Part of Something Big! Join 4-H!

State 4-H Horse Expo Top Results

13-Year-Old Tenley Bauman Embraces 4-H Learning Experience at Fairs

4-H Announcements for 4-H'ers and Volunteers

Super Fair 4-H/FFA Top Results

State …


Blanket Statements, Issue 160, Fall 2023 Oct 2023

Blanket Statements, Issue 160, Fall 2023

Blanket Statements: News Publication of the American Quilt Study Group

Blanket Statements, Issue 160, Fall 2023


Water Current, Volume 55, No. 3, Fall 2023 Oct 2023

Water Current, Volume 55, No. 3, Fall 2023

Water Current Newsletter

No abstract provided.


The Future Of U.S. Agricultural Biotechnology And Trade: Summary Of A Roundtable Discussion Oct 2023

The Future Of U.S. Agricultural Biotechnology And Trade: Summary Of A Roundtable Discussion

Yeutter Institute Publications

The United States is one of the largest and highest-yield agricultural producers and exporters in the world. But the world’s population is growing, and growing conditions themselves are changing. Farms face shifting weather patterns, more frequent and severe storms, floods, and drought, and changing pest and disease pressures. What farmers plant and how they plant it are evolving to keep pace with these changes. Future global food security, sustainability, and U.S. leadership in agriculture will depend on the domestic and international policy and regulatory landscapes for agricultural biotechnology innovation. The Clayton Yeutter Institute of International Trade and Finance at the …


Gsl Researcher (Fall 2023) Oct 2023

Gsl Researcher (Fall 2023)

GSL Researcher

GSL Researcher (Fall 2023)

Greetings

People

Range and pasture update

Technical note

Ranch update

Highlighted research

GSL Open House agenda

GSL spotlight


Factors Influencing Instructors’ Adoption And Continued Use Of Computing Science Technologies: A Case Study In The Context Of Cell Collective, Changsoo Song, Resa M. Helikar, Wendy Smith, Tomáš Helikar Oct 2023

Factors Influencing Instructors’ Adoption And Continued Use Of Computing Science Technologies: A Case Study In The Context Of Cell Collective, Changsoo Song, Resa M. Helikar, Wendy Smith, Tomáš Helikar

Department of Biochemistry: Faculty Publications

Acquiring computational modeling and simulation skills has become ever more critical for students in life sciences courses at the secondary and tertiary levels. Many modeling and simulation tools have been created to help instructors nurture those skills in their classrooms. Understanding the factors that may motivate instructors to use such tools is crucial to improve students’ learning, especially for having authentic modeling and simulation learning experiences. This study designed and tested a decomposed technology acceptance model in which the perceived usefulness and perceived ease of use constructs are split between the teaching and learning sides of the technology to examine …


Sound Energy Could Change The World, Tyler Bugiel Oct 2023

Sound Energy Could Change The World, Tyler Bugiel

Op-Eds from ENSC230 Energy and the Environment: Economics and Policies

The energy crisis is a problem that has been growing more concerning for many years, and yet there has not seemed to be a good solution to the problem. That being said, I think that there is a solution that has not been explored thoroughly enough, that solution being sound energy. Solar and wind are both energy systems that use natural resources and things that occur on a day to day basis to convert those things into energy, but sound has not been explored as much.


Cultivating Capacity With A Mentoring Guild: Constellations Continued, Tracy W. Smith, Jennifer R. Luetkemeyer, Rachel Wilson, Aftynne E. Cheek, Denise Brewer Oct 2023

Cultivating Capacity With A Mentoring Guild: Constellations Continued, Tracy W. Smith, Jennifer R. Luetkemeyer, Rachel Wilson, Aftynne E. Cheek, Denise Brewer

To Improve the Academy: A Journal of Educational Development

This article describes the rationale, development process, and initial activities and outcomes of a faculty mentoring guild that engages experienced faculty volunteers in supporting their near peers in navigating their teaching, research, service, and life expectations and obligations. The purposes of this article are to (1) describe the mentoring guild model; (2) provide a research-based rationale for a craft model of faculty support; (3) detail examples of mentoring guild activities, including the benefits and challenges; (4) recount explicit and implicit personal and professional outcomes for mentoring guild members; and (5) offer activities and lessons learned that faculty developers and institutions …


Designing For Impact: The Center For Teaching And Learning As A Cultivator Of A Faculty Learner-Leader Praxis, Monica Stitt-Bergh, Debra Fowler, Jonan Phillip Donaldson, Ra'sheedah Richardson, Truth Hunter, Clinton A. Patterson Oct 2023

Designing For Impact: The Center For Teaching And Learning As A Cultivator Of A Faculty Learner-Leader Praxis, Monica Stitt-Bergh, Debra Fowler, Jonan Phillip Donaldson, Ra'sheedah Richardson, Truth Hunter, Clinton A. Patterson

To Improve the Academy: A Journal of Educational Development

Centers for teaching and learning (CTLs) address external and internal factors that influence teaching and learning. To accomplish this, often without additional resources, CTLs need an efficient and effective solution. By combining evidence-based practices in faculty development and a distillation of effective practices at three different institutions, the authors developed a sustainable, generative, learner-leader model for CTLs and others in faculty development to employ. The model emerged from an analysis of the authors’ collective and independent professional experiences, is grounded in a community of practice framework, and innovatively addresses the need for faculty leadership development. The authors describe the components …


Developing Critical Literacy: An Urgent Goal, Victoria Appatova, Alice Horning Oct 2023

Developing Critical Literacy: An Urgent Goal, Victoria Appatova, Alice Horning

To Improve the Academy: A Journal of Educational Development

Due to the recent changes in higher education, including a major shift to online learning and the reform of education, critical literacy skills of today’s generation of college students face the peril of an increasing decline. All students, developmental and non-developmental in online and face-to-face environments, need the well-organized, systemic effort of college educators to enhance students’ critical literacy, including critical thinking, reading, writing, and research skills taught in an integrated manner. To promote postsecondary critical literacy, the Professional and Organizational Development (POD) Network and centers for teaching and learning (CTLs) can expand collaborations with existing “writing across the curriculum …


Exploring The Impact Of Student-Faculty Partnership Program At A Hispanic Serving Institution, Alyssa Guadalupe Cavazos, Lesley Chapa, Javier Cavazos-Vela Oct 2023

Exploring The Impact Of Student-Faculty Partnership Program At A Hispanic Serving Institution, Alyssa Guadalupe Cavazos, Lesley Chapa, Javier Cavazos-Vela

To Improve the Academy: A Journal of Educational Development

Guided by a strength-based framework and counter-storying lens, we use a qualitative case study approach (Cook-Sather, 2020; Cook-Sather and Motz-Storey, 2016; Lechuga-Peña and Lechuga, 2018) to explore students’ and instructors’ experiences with a students as learners and teachers (SaLT) partnership program at a Hispanic Serving Institution (HSI). This study includes five students and five faculty members who participated in the student-faculty partnership program. Data collection involved student partners’ self-assessment reflections and faculty members’ pre- and post-program reflections on their experiences. Several themes were identified following a phenomenological analysis of students’ and faculty partners’ self-reflections. Themes emerging from student participants included …


Designing Programs To Prepare Future Faculty For Academic Careers: Insights From A Longitudinal Case Study Of A Multidisciplinary Cohort-Based Program Model For Doctoral Students, Laura A. Lukes, Lamis M. Ibrahim, Laurence Bray Oct 2023

Designing Programs To Prepare Future Faculty For Academic Careers: Insights From A Longitudinal Case Study Of A Multidisciplinary Cohort-Based Program Model For Doctoral Students, Laura A. Lukes, Lamis M. Ibrahim, Laurence Bray

To Improve the Academy: A Journal of Educational Development

Many universities offer some version of centrally offered professional development opportunities for graduate students seeking academic careers. Less is known about what impact these programs have on student career preparation and success and which design elements are most beneficial to each learner (Diggs et al., 2017; Schram et al., 2017). This article reports on a mixed methods decadal review (2011–2021) of one large, research-intensive institution’s multidisciplinary cohort-based year-long program, Preparing for Academic Careers, for graduate students near the end of their doctoral or master’s of fine arts (MFA) degree. Results from a systematic employment status search using publicly available records …


Correction Notice For "Practical Guidelines For Development Of A University-Wide Faculty Mentorship Program Using A Multimodal Mentoring Network Model" By Matthew G. Schwartz (To Improve The Academy, 2023, Vol. 42, No. 1), Michael S. Palmer, Lindsay Wheeler Oct 2023

Correction Notice For "Practical Guidelines For Development Of A University-Wide Faculty Mentorship Program Using A Multimodal Mentoring Network Model" By Matthew G. Schwartz (To Improve The Academy, 2023, Vol. 42, No. 1), Michael S. Palmer, Lindsay Wheeler

To Improve the Academy: A Journal of Educational Development

This corrects the article with doi 10.3998/tia.1370.


Fish & Wildlife News: Fall 2023 Oct 2023

Fish & Wildlife News: Fall 2023

Fish and Wildlife News

No abstract provided.


Nebraska Crop Budgets 2024, Robert N. Klein, Glennis Mcmclure Oct 2023

Nebraska Crop Budgets 2024, Robert N. Klein, Glennis Mcmclure

Department of Agricultural Economics: Presentations, Working Papers, and Gray Literature

The 2024 Nebraska Crop budget projections were created using cropping practice norms for many producers in Nebraska. However, each individual farming operation is unique, and these budgets should be used only as a guide. The budgets for 2024 are available in the Agricultural Budget Calculator program at:https://agbudget.unl.edu/. To modify these budgets, you can download UNL budgets into your ABC program account or create your own. In addition, the reports for each of the 2024 crop budgets are saved as printable (PDF) files. See also the new budget calculator at https://cap.unl.edu/abc.

The following individuals contributed to these budgets …


Lincoln Business Sustainability Assessment And Incentive Strategies For Emission Reduction, Jacson Farho, Moira Gonzales, Isabella Mccollum Oct 2023

Lincoln Business Sustainability Assessment And Incentive Strategies For Emission Reduction, Jacson Farho, Moira Gonzales, Isabella Mccollum

Environmental Engagement in the Community (ENVR 319): Student Projects

Environmental Engagement in the Community projects, fall 2023

A poster titled Lincoln Business Sustainability Assessment and Incentive Strategies for Emission Reduction for client Coalition for Environmental Improvement (C. Eichorn and G. Hanlon).


Local Energy For Local Water: Developing Off-Grid Backup Power For Rural Communities In Nebraska, Brian Mock, Michael Ryan, Clement Konmegne Magaptche, James Persson Oct 2023

Local Energy For Local Water: Developing Off-Grid Backup Power For Rural Communities In Nebraska, Brian Mock, Michael Ryan, Clement Konmegne Magaptche, James Persson

Environmental Engagement in the Community (ENVR 319): Student Projects

Environmental Engagement in the Community projects, fall 2023

A poster titled Local Energy for Local Water: Developing Off-grid Backup Power for Rural Communities in Nebraska for clients Nebraska local water operators (prepared by B. Mock, M. Ryan, and C. Konmegne Magaptche with J. Persson).


Erosion Resistant Rock Shoulder, Chung R. Song, Richard L. Wood, Basil Abualshar, Mark O'Brien, Bashar Al-Nimri, Mitra Nasimi Oct 2023

Erosion Resistant Rock Shoulder, Chung R. Song, Richard L. Wood, Basil Abualshar, Mark O'Brien, Bashar Al-Nimri, Mitra Nasimi

Nebraska Department of Transportation: Research Reports

Highway shoulder rocks are exposed to continuous erosion force due to unexpected floodings caused by climate change. The evaluation methods of the erosion resistance of highway shoulder rocks are not currently well-developed. This study developed a new large-scale testing device, the University of Nebraska-Lincoln Erosion Testing Bed (UNLETB), which has the capability of testing the shoulder gravels. Different gradations were tested using UNLETB, and the results distinguished a high-resistant group and a low-resistant group. The low resistant group was treated with different binding agents: Ammonium Lignosulfonate (LIGNO10), Soybean Soap Stock, and DirtGlue. The treated samples showed better erosion resistance based …


Upscaling Wetland Methane Emissions From The Fluxnet-Ch4 Eddy Covariance Network (Upch4 V1.0): Model Development, Network Assessment, And Budget Comparison, Gavin Mcnicol, Etienne Fluet-Chouinard, Zutao Ouyang, Sara Knox, Zhen Zhang, Tuula Aalto, Sheel Bansal, Kuang Yu Chang, Min Chen, Kyle Delwiche, Sarah Feron, Mathias Goeckede, Jinxun Liu, Avni Malhotra, Joe R. Melton, William Riley, Rodrigo Vargas, Kunxiaojia Yuan, Qing Ying, Qing Zhu, Pavel Alekseychik, Mika Aurela, David Billesbach, David I. Campbell, Jiquan Chen, Housen Chu, Ankur R. Desai, Eugenie Euskirchen, Jordan Goodrich, Timothy Griffis, Manuel Helbig, Takashi Hirano, Hiroki Iwata, Gerald Jurasinski, John King, Franziska Koebsch, Randall Kolka, Ken Krauss, Annalea Lohila, Ivan Mammarella Oct 2023

Upscaling Wetland Methane Emissions From The Fluxnet-Ch4 Eddy Covariance Network (Upch4 V1.0): Model Development, Network Assessment, And Budget Comparison, Gavin Mcnicol, Etienne Fluet-Chouinard, Zutao Ouyang, Sara Knox, Zhen Zhang, Tuula Aalto, Sheel Bansal, Kuang Yu Chang, Min Chen, Kyle Delwiche, Sarah Feron, Mathias Goeckede, Jinxun Liu, Avni Malhotra, Joe R. Melton, William Riley, Rodrigo Vargas, Kunxiaojia Yuan, Qing Ying, Qing Zhu, Pavel Alekseychik, Mika Aurela, David Billesbach, David I. Campbell, Jiquan Chen, Housen Chu, Ankur R. Desai, Eugenie Euskirchen, Jordan Goodrich, Timothy Griffis, Manuel Helbig, Takashi Hirano, Hiroki Iwata, Gerald Jurasinski, John King, Franziska Koebsch, Randall Kolka, Ken Krauss, Annalea Lohila, Ivan Mammarella

Department of Agricultural and Biological Systems Engineering: Faculty Publications

Wetlands are responsible for 20%–31% of global methane (CH4) emissions and account for a large source of uncertainty in the global CH4 budget. Data-driven upscaling of CH4 fluxes from eddy covariance measurements can provide new and independent bottom-up estimates of wetland CH4 emissions. Here, we develop a six-predictor random forest upscaling model (UpCH4), trained on 119 site-years of eddy covariance CH4 flux data from 43 freshwater wetland sites in the FLUXNET-CH4 Community Product. Network patterns in site-level annual means and mean seasonal cycles of CH4 fluxes were reproduced accurately in tundra, boreal, and temperate regions (Nash-Sutcliffe Efficiency ∼0.52–0.63 and 0.53). …