Agriculture Commons^™

Evaluation Of Eight Parthenocarpic Slicing Cucumber Cultivars And Four Production Systems In Southwest Michigan In 2025, Ben Phillips

Midwest Vegetable Trial Reports

In the machine-harvested pickling cucumber system, parthenocarpic (parth) varieties make up about 50% of the market, and is growing. The seed cost is higher, but this is offset by not needing to contract or truck bees and an increased yield when planted at half the population of standard varieties. Additionally, they hold their shape and size better when moisture and temperatures fluctuate, reducing docked payments from graders. In pickling cucumbers, a breakeven yield is approximately 250 bushels per acre with a plant population of 30,000 plants per acre. Plant populations can play a strong role in economic viability, as demonstrated …

Agricultural Evidence Synthesis At A Critical Juncture: Quality Gaps And Implications For Evidence-Based Agriculture, Chao Cai, Jane Yatcilla, Justyna Czader, Sylvie Brouder, Jeffrey Volenec

Libraries Faculty and Staff Scholarship and Research

Systematic reviews and meta-analyses have become essential tools for synthesizing evidence to guide agricultural policy and practice, yet whether these syntheses are themselves conducted with sufficient rigor has rarely been systematically assessed. This study provides a field-wide assessment of reporting quality in agricultural evidence synthesis, examining whether existing reviews are conducted with sufficient transparency and rigor to support the policy and practice decisions they are meant to inform. We drew a random sample of 244 systematic reviews and meta-analyses from a bibliometric dataset of 1,709 articles published between 1997 and 2023, evaluating reporting quality using a 12-indicator rubric across four …

The Loss Function Of Usda Forecasters: Evidence From Wasde Animal Product Price Forecasts, Chad Fiechter, Siddhartha S. Bora, Todd H. Kuethe

Department of Agricultural Economics Faculty Publications

The loss function is a mathematical representation of the costs experienced by a forecaster when observed outcomes differ from what was predicted. Prior studies suggest that USDA forecasts are not optimal based on an assumed mean-zero quadratic loss function. This study proposes an alternative view of forecast evaluation, which assumes all USDA forecasts are produced to minimize the forecasters’ costs, and searches for the dimensions of the loss function under which optimality holds. We illustrate the degree to which USDA loss functions vary across a series of WASDE price forecasts. A better understanding of USDA forecasters’ costs will benefit forecasters …

Pumpkin Variety Demonstration In West Michigan, 2025, Benjamin P. Werling, Justin Adams

Midwest Vegetable Trial Reports

Pumpkin variety demonstrations were conducted in 2025 at the West Central Michigan Research and Extension Center in Hart, MI, to compare yield, size class, and irrigation response among 21 pumpkin varieties representing jack-o’-lantern, large carving, and decorative cultivars. Demonstration plots were established on sandy soil under standard commercial fertility, pest management, and weed control practices. To assess irrigation effects under dry conditions, approximately 60% of each plot received supplemental sprinkler irrigation.

Jack-o’-lantern varieties varied in size distribution, with some producing a mix of 60, 45, and 30–35 count fruit with few larger-sized pumpkins. Others skewed toward larger bin count classes. …

Teaming With Insects: Entomology For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb

Purdue University Press Books

Teaming With Insects: Entomology for Grades 3–12 is written for youth who enjoy learning about and studying science and nature. Insects have been around for millions of years and have evolved and adapted to many different habitats. Adaptations involving their anatomy, physiology, and behavior are what make insects so diverse and interesting. More than 1 million species of insects are known to scientists, and they believe there may be up to 40 million more we have yet to discover. Most people consider insects pests, and some insects do damage to homes, plants, crops, and stored foods. Others harm humans and …

Fundamental Hydraulics Principles For Agricultural Systems Management And Technology, Robert M. Stwalley Iii, Roger Tormoehlen

Purdue University Press Books

Hydraulic systems have spread throughout modern technology, particularly in mobile equipment. The exercises presented in Fundamental Hydraulic Principles for Agricultural Systems Management and Technology are designed for the second-generation Parker Hydraulic Trainer to provide a basic understanding of hydraulic components and systems for technology and engineering students. Readers will learn how hydraulic pumps function, how linear actuators and their control circuits work, and how hydraulic motors operate and are controlled. Readers are also provided with the opportunity to attempt more advanced exercises. Aligned with beginning technology-based experiential hydraulics courses, this book emphasizes familiarity with common hydraulic components and circuit diagrams, …

Applied Research For Corn Production In Indiana, 2024, Daniel Quinn

Purdue University Press Books

The 2024 edition of Applied Research for Corn Production in Indiana offers accessible, research-based tips for farmers who want to improve corn production practices by using applied field-research trials. Daniel Quinn and the Purdue University Corn Agronomy team reveal practical ways to boost yields, reduce costs, and improve sustainability on the farm. Their findings are derived from applied research trials across the state and relate to important topics such as planting practices, fertilizer use, crop nutrition, cover crops, and new technologies. Applied Research for Corn Production in Indiana distills complex research into clear insights and supplies corn producers with effective …

Soil And Water Education For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb

Purdue University Press Books

Soil and Water Education for Grades 3–12 was written for youth who enjoy learning about science and two critical natural resources: soil and water. Level 1 introduces basic terms and concepts, and is intended for youth in grades 3–5. Activities focus on understanding important soil and water processes. Designed for students in grades 6–8, Level 2 offers readers more concrete examples of advanced soil and water concepts. The exercises in Level 3, which is geared toward grades 9–12, are divided into sections based on how readers might use the information they have learned, placing them in the shoes of homeowners, …

Applied Research For Corn Production In Indiana, 2023, Daniel Quinn

Purdue University Press Books

The 2023 edition of Applied Research for Corn Production in Indiana offers accessible, research-based tips for farmers who want to improve corn production practices by using applied field-research trials. Daniel Quinn and the Purdue University Corn Agronomy team reveal practical ways to boost yields, reduce costs, and improve sustainability on the farm. Their findings are derived from applied research trials across the state and relate to important topics such as planting practices, fertilizer use, crop nutrition, cover crops, and new technologies. Applied Research for Corn Production in Indiana distills complex research into clear insights and supplies corn producers with effective …

Measuring Levels Of Ultrashort-Chain Per- And Polyfluoroalkyl Substances In Blood Collection Tubes, Alina M. Dziembowski

Discovery Undergraduate Interdisciplinary Research Internship

Per- and polyfluoroalkyl substances (PFAS) are highly persistent synthetic chemicals that are now ubiquitous in the environment. Due to PFAS stability leading to its environmental persistence, there is concern regarding potential long-term health effects as PFAS accumulation occurs in humans from dietary and inhalation exposure routes. Chronic exposure may lead to adverse effects such as fertility issues or liver damage. Although a wide range of PFAS have been found in human samples, specifically human serum, there remains data gaps for what PFAS are present in human blood. Recent innovation in detection technology has led to the ability to more accurately …

The Economics Of Us Row Crop Production With Large-Scale Autonomous Machines, Joshua Strine, Chad Fiechter, James Lowenberg-Deboer

Department of Agricultural Economics Faculty Publications

Labor challenges are underpinning large multinational farm machine manufacturers' development of autonomy solutions for their large-scale machine offerings. This study simulates a linear optimization model to examine the economics of large-scale autonomous machines for a rotational maize and soybean farm in the Midwest US. Results support the hypothesis that autonomous machines can be economically viable for farms facing severe labor shortages. However, under current technology and pricing structures, conventional mechanization remains the most profitable option for farms with reliable labor. Critical factors shaping the competitiveness of autonomy include subscription fees, field efficiency, and human supervision requirements. As these factors evolve, …

Farm Efficiency And Precision Agriculture Technology, Chad Fiechter, Brady Brewer, Jennifer Ifft, Michael Boehlje

Department of Agricultural Economics Faculty Publications

Precision agriculture technology (PAT) is often viewed as a potential driver of future efficiency gains in farming. Using within-farm variation from an unbalanced panel of Kansas farms, this study examines the impact of PAT bundles on efficiency in generating gross revenue. On average, we find little evidence that these technologies improve efficiency. However, among less efficient farms, several bundles are linked to notable efficiency gains, underscoring the importance of accounting for farm heterogeneity.

Economic Convergence, Intragenerational Economic Mobility, And Inequality In A Native Amazonian Small-Scale Society Of Indigenous People In Bolivia, Ricardo Godoy, Jonathan Bauchet, Victoria Reyes-Garcia, Eduardo A. Undurraga

Department of Agricultural Economics Faculty Publications

Adult intragenerational mobility reflects society’s ability to reward effort and tame society-wide inequality. In developed economies, mobility is modest and correlates negatively with economic inequality. Little is known quantitatively from direct observations about long-term intragenerational mobility in small-scale societies of the Global South. To assess the external validity of findings about patterns of intragenerational mobility from developed economies, we use a yearly survey panel dataset (2002–2010) of adults from a society of native Amazonians (Tsimane’) in Bolivia practicing farming, fishing, hunting, and plant gathering. We estimate (a) convergence rates (or the speed of catch up) of adults in the bottom …

Evaluating Policy And Industry-Based Interventions For Healthier Online Food-Away-From-Home Choices: A Scoping Review, Vincenzina Caputo, Jiayu Sun, Ellen J. Van Loo

Department of Agricultural Economics Faculty Publications

The rapid digital transformation of the food-away-from-home (FAFH) sector has redefined how consumers access and select meals. Digital delivery platforms such as Uber Eats, Deliveroo, and Meituan have become influential market intermediaries, shaping the nutritional landscape of food environments and raising concerns about their healthfulness. This study reviews empirical evidence on policy-based and industry-led interventions aimed at improving dietary outcomes in digital FAFH environments. Following PRISMA guidelines and using machine-learning–assisted screening (ASReview), 37 peer-reviewed studies were identified across four domains: nutritional labeling, fiscal measures, food-assistance programs, and digital nudges or decision-support tools. Findings indicate that although traditional food-policy instruments designed …

Evaluation Of Six Roma Tomato Cultivars In Southwest Michigan In 2025, Ben Phillips

Midwest Vegetable Trial Reports

A Roma tomato cultivar trial was planted at the Southwest Michigan Research and Extension Center (42.081985, -86.354087, Benton Harbor, Michigan). HM Clause (HM), Lark (LK), and Sakata (SK) seed companies donated 6 cultivars for plastic mulch-bedded hand harvest. Overall, the trial quality was good, with periods of high heat slowing ripening.

Evaluation Of Nine Sh2 Sweet Corn Cultivars In Southwest Michigan In 2025, Ben Phillips

Midwest Vegetable Trial Reports

A bicolor sh2 sweet corn cultivar trial was planted at the Southwest Michigan Research and Extension Center (42.081985, -86.354087, Benton Harbor, Michigan). Seeds were donated by Crookham (CK), and Rupp (RP) seed companies. Two synergistic varieties were donated by Chris Difonzo from the Bt resistance project and were treated as unsprayed late-season checks against caterpillar infestation. Overall trial conditions were hot and dry, with moisture stress throughout the trial on a sandy hill. Overhead irrigation provided some relief. A new seeder was used that planted at a lower population than desired. As such, yield suffered in this trial.

Turfgrass Weed Control For Professionals, 2024, Aaron J. Patton, Matthew T. Elmore

Purdue University Press Books

Turfgrass is used on everything from athletic fields, golf courses, and parks, to lawns, sod farms, and roadsides. Unfortunately, information on weed management for professionals maintaining these areas has often been inaccurate or out of date, and applicators are frequently unaware of the most effective methods for controlling weeds in turf. Written by experts in the field and featuring insights from contributors from sixteen states across the US, the 2024 edition of Turfgrass Weed Control for Professionals was developed to provide science-based information for those working in the field. It contains information about turfgrass management, weed biology and management, more …

Applied Research In Field Crop Pathology For Indiana, 2024, Darcy E. P. Telenko, Sujoung Shim

Purdue University Press Books

Applied Research in Field Crop Pathology for Indiana, 2024 serves as a summary of the applied field crop pathology research trials conducted in 2024 under the direction of the Purdue Field Crop Pathology program in the Department of Botany and Plant Pathology at Purdue University. In Indiana, there are more than 57,600 farms, 16,000 crop producers, and 900 certified crop advisers, Extension educators, and crop-protection industry representatives who manage more than 11.4 million crop-production acres with a total value of $6.3 billion annually. There are more than twenty diseases affecting corn, soybeans, and wheat that may decrease crop production and …

Quantifying Interest In And Sentiment Of Online Media About Greenhouse Gas Emissions From Cattle Production In The United States, Michael L. Smith, Jinho Jung, Nicole Olynk Widmar, Danielle J. Ufer, Maria Berikou, Jayson Lusk

Department of Agricultural Economics Faculty Publications

The public is paying increased attention to the environmental impacts associated with cattle production systems in the US. Thus, cattle producers are increasingly exploring ways to communicate their efforts to reduce those environmental and climate impacts. This study uses online and social media data from 2018 to 2022 to examine public interest in and sentiment about beef and dairy cattle production when discussed within the context of greenhouse gas (GHG) emissions. Variation in mentions and net sentiment over the reporting period is quantified and analyzed. Over the period of data collection, which was interrupted by the COVID-19 pandemic, we find …

Integrating Food Loss And Waste Reduction Policies With Global Dietary Shifts: An Economic Modelling Study, Alessandro Gatto, Maksym Chepeliev

Department of Agricultural Economics Faculty Publications

Background

Methods

Public Perceptions Of Universities As Public Entities During The Covid-19 Pandemic Era, Jinho Jung, Laura Barrett, Nicole Olynk Widmar, Mario Ortez

Department of Agricultural Economics Faculty Publications

Higher education institutions are facing challenges in navigating social, cultural, and political issues. The online presence of higher education presents a new set of opportunities and challenges; knowledge, news, and continuing education are increasingly disseminated online. Additionally, the public, student bodies and stakeholders are increasingly looking at reviews or seeking opinions via online and social media to form opinions on institutions. This analysis uses online and social media to analyze and compare perceptions of two public universities in Indiana, namely Purdue University and Indiana University. These two Indiana institutions are located in the same state, allowing for comparisons of public …

A Time Series Analysis Of Herd Investor Behavior Using Online And Social Media Data, Michael L. Smith, Valerie Kilders, Todd Kuethe, Nicole Olynk Widmar

Department of Agricultural Economics Faculty Publications

We examine the relationship between market performance of leading cryptocurrencies (Bitcoin and Ethereum), meme-stocks (AMC, GameStop), and subjects of corporate boycotts (Bud Light) using weekly market price and volume data along with social media data of weekly mentions (which total 337 million in this dataset) and net sentiment. Using vector autoregression (VAR) time series analysis along with Granger causality testing and structural breaks, we successfully predict trade volume of these various assets using social media data and price data. We also find that closing price data and trade volume are reliable predictors of net sentiment about crypto in online and …

Stake-And-Weave Trellising Produces Higher Tomato Yield In High Tunnels Than Does A Double- Or Multiple-Leader Vertical-String Support System, Elizabeth Maynard

Department of Horticulture & Landscape Architecture Faculty Publications

Yield of tomatoes (Solanum lycopersicum) grown in high tunnels in Wanatah, IN, USA, was evaluated using two plant support systems: stake-and-weave or vertical-string. With stake-and-weave, plants were not pruned; stakes were placed every two plants and string was woven horizontally along either side of the plants along the row. With vertical-string, indeterminate cultivars Big Beef and Cherokee Purple were pruned to two stems and each stem was clipped to a vertical string. For the determinate cultivar Mountain Fresh, all branches below the first main stem flower cluster except one were removed and the main stem and major branches …

Social Networks And The Demand For Credence Agricultural Technologies, Yurani Arias-Granada, Jonathan Bauchet, Jacob Ricker-Gilbert, Kajal Gulati

Department of Agricultural Economics Faculty Publications

Little is known about the adoption of agricultural technologies that enhance unobservable attributes, such as food quality and food safety. Social networks can potentially be a key tool to disseminate information about such technologies, because informal discussions among network members could counter the lack of observability and awareness of the benefits of such technologies. To inform this issue, we conducted a field experiment that included experimental auctions and a lottery to estimate how social networks influence the demand for Aflasafe, a new food safety-enhancing technology, among smallholder farmers in Senegal. Aflasafe is an agricultural input that controls aflatoxins, which are …

Crop Yield Prediction At Multiple Spatial Scales With Statistical Machine Learning, Vaibhav Charan, Pratishtha Poudel

Discovery Undergraduate Interdisciplinary Research Internship

Understanding and accurately predicting crop yield is becoming increasingly important today in the face of global food security challenges, and thus, the availability of standardized data and scalable models is the need of the hour. To support this, researchers have developed CY-Bench (Crop Yield Benchmark), a comprehensive dataset that helps forecast maize and wheat yields on a global scale. This research project primarily involved working with the CY-Bench dataset aiming to improve crop yield prediction through machine learning. Initially, papers explaining the CY-Bench dataset and other papers for agriculture modeling were studied and analyzed in detail. The research then progressed …

Yield And Pungency Of Eight Onion Varieties And Their Response To Sulfur Fertilizer On Fine-Textured Soil, Charlie Rohwer, Jesen Hosch, Brianna Hayward, Cindy Tong

Midwest Vegetable Trial Reports

Onions are notable for their pungency, caused by sulfur-containing compounds. Fine-textured soils high in organic matter, or soils fertilized with organic amendments, are unlikely to require additional sulfur for maximum onion yield. We were interested in the impacts of additional sulfur (in such a situation, unlikely to be sulfur-limited) on pungency, soluble solids, and yield in eight onion varieties. We carried out a study in 2024 in southern Minnesota, designed as a split-plot (onion variety as the whole-plot) with four replicates. Heavy rainfall caused substantial unmarketability in our trial, with ‘Ringmaster’ suffering the most loss (11% of planted ‘Ringmaster’ were …

Disentangling The Channels Of Impact Of The Ukraine War On Global Food Markets: An Integrated Scenario Approach, Maksym Chepeliev, Maryla Maliszewska, Maria Filipa Seara E Pereira

Department of Agricultural Economics Faculty Publications

The war in Ukraine has major implications for the world's agricultural and food markets, as the Black Sea region is a large supplier of crops and fertilizers. Impacts of the war are further exacerbated by the sanctions against Russia, spillover effects from disruptions of other commodity markets, adverse weather events and domestic policies that countries around the world have implemented in pursuit of food security. In this paper, using a comprehensive modeling framework, we decompose the impacts across various channels and show that the cumulative effect of the considered indirect spillovers is even more substantial than the direct agricultural supply …

Traceable And Scalable Food Balance Sheets From Agricultural Commodity Supply And Utilization Accounts (2010–2022), Xin Zhao, Maksym Chepeliev, Neus Escobar, Matthew T. Binsted, Pralit Patel, Page Kyle, Marshall A. Wise

Department of Agricultural Economics Faculty Publications

The Food Balance Sheets (FBS), compiled by the Food and Agriculture Organization (FAO), serve as a cornerstone dataset for studies on agricultural development, food security, and dietary health, providing a broad overview of global and regional food systems. However, its limited transparency and scalability hinder its application in empirical analysis and multisector dynamic modeling. Here, we present a traceable Food Balance Sheets (T-FBS) dataset, developed from detailed Supply Utilization Accounts (SUA) using a novel Primary Commodity equivalent (PCe) aggregation approach. This framework enables the aggregation of commodity flows along supply chains while ensuring consistency and balance across multiple dimensions. The …

Additionality Of Solar Tax Incentives Under Community Choice Aggregation In Ohio, Michael L. Smith, Carson Reeling, Michael D. Wilcox

Department of Agricultural Economics Faculty Publications

In the State of Ohio, the electric regulatory landscape permits local governments to become energy suppliers to residents and small businesses through community choice aggregation (CCA). Some CCAs provide enrollees 100% renewable electricity. Concurrently, the federal government offers an income tax credit (ITC) for the purchase of a solar array. With policy incentives, it is important to ensure they encourage behavior beyond the baseline scenario without the ITC. This is known as “additionality.” Renewable aggregation programs may crowd out the benefits of the ITC, violating additionality. This paper assesses additionality of the ITC in the context of Ohio’s CCA programs. …

Empowering Young Innovators Through School-Based Agricultural Education: Insights From A Nigerian Secondary School Teacher, Mary O. Olumide-Oyaniyi

National Collaborative for Research on Food, Energy, and Water Education (NC-FEW)

Nigeria faces challenges like food insecurity and economic instability, worsened by a growing youth population. School-Based Agricultural Education (SBAE) engages youth in agricultural innovations. This study implemented SBAE principles in a Nigerian school, combining poultry farming and aquaculture. Students managed a poultry farm, using chicken droppings to breed maggots as feed for catfish in rainwater-filled tanks. The project enhanced students' skills, improved local food production, and engaged the community. Despite funding and management challenges, the initiative demonstrated SBAE's potential to empower youth and advance agricultural practices, offering a model for similar projects in other regions.