Author ORCID Identifier
Semester
Summer
Date of Graduation
2026
Document Type
Thesis
Degree Type
MS
Economic Analysis Calculations
Economic Analysis Workbook Guide.pdf (207 kB)
Economic Analysis Guide
Seed Mix Specifics.xlsx (58 kB)
Diverse Seeding Mix Specifics
farms_wv_14.csv (1 kB)
Farm Coordinates
Biomass Data 23 - 24.csv (1 kB)
Farms Biomass Data
forage_biomass_analysis_n14.R (5 kB)
Forage Biomass Analysis R Script
01_setup_and_dem.R (4 kB)
Setup and DEM R Script
02_prism_processing.R (9 kB)
PRISM R Script
03_ssurgo_processing.R (7 kB)
SSURGO R Script
04_kmeans_clustering.R (21 kB)
k means Clustering
05_cluster_maps.R (31 kB)
Cluster Maps
College
Davis College of Agriculture, Natural Resources and Design
Department
Division of Resource Economics & Management
Committee Chair
Ana Claudia Sant'Anna
Committee Member
Jessica Blythe
Committee Member
Kathryn Gazal
Abstract
Feed and harvested forage represent a major share of production costs in Appalachian cow-calf systems, where a pronounced summer forage gap forces producers to rely on purchased hay. This thesis evaluates whether adopting diverse forage seeding strategies reduces production costs relative to the existing pasture management practice, accounting for the spatial heterogeneity of West Virginia’s production environments. The analysis proceeds in two steps. First, an unsupervised K-means clustering of 14 farms enrolled in the NRCS Conservation Innovation Grant field trial groups the farms into two agroclimatic clusters, Highland-Cool and LowlandWarm, using elevation, growing-season Growing Degree Days, growing-season precipitation, and soil organic matter. Second, within each cluster, an enterprise-budget cost-minimization framework compares three seeding scenarios, Status Quo, Low Diversity, and High Diversity, holding revenue and fixed costs constant so that differences in net return derive from pasture establishment costs and purchased-hay requirements.
Under baseline conditions, Status Quo yields the lowest total cost and therefore the highest net return in both clusters, and this ranking holds across all matched-condition combinations of hay price and forage-gap quantity examined in the sensitivity analysis. A switch-point analysis indicates that the diverse strategies would become cost-competitive only at a hay price roughly 3.5 times the highest real price observed over 2015-2024, or at a forage-biomass advantage over 1.5 times larger than the status quo – higher than the current ~19% advantage recorded in the field trial. Because the biomass differentials underlying these results were sampled from immature stands, the estimated result should be interpreted as conservative. The findings help clarify the conditions under which diverse forage seeding is, and is not, a cost-reducing strategy for small Appalachian producers.
Recommended Citation
Wong, Ivan Andres, "Does Diverse Seeding Adoption Reduce Production Costs? The Case of Diverse Forage Seeding Strategies in West Virginia." (2026). Graduate Theses, Dissertations, and Problem Reports (ETD). 13482.
https://researchrepository.wvu.edu/etd/13482
Included in
Agricultural Economics Commons, Agronomy and Crop Sciences Commons, Animal Sciences Commons, Natural Resource Economics Commons