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Baum, M
Subburayalu, S
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Authors
Matcham, E
Subburayalu, S
Fulton, J
Hawkins, E
Paul, P
Lindsey, L
Archontoulis, S
Castellano, M
Miller, M
Baum, M
Osman, R
Topics
State Report
Type
Poster
Oral
Year
2018
2024
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1. Grid Soil Sample Interpolation Using Geographicaly Weighted Regression and Random Forest

Soil sampling is useful in agriculture for setting fertilizer application rates. High density soil samples can also be used for variable rate seeding and other precision agriculture applications. Half-acre grid soil samples were collected from 6 soybean fields, and phosphorous (P), potassium (K), and organic matter (OM) were measured. Each soil parameter was interpolated for each field, with terrain attributes as covariates, using two different methods: geographically weighted regression (GWR)... E. Matcham, S. Subburayalu, J. Fulton, E. Hawkins, P. Paul, L. Lindsey

2. The Iowa Nitrogen Initiative

The Iowa Nitrogen Initiative is a private-public partnership with a vision to provide Iowans with the best nitrogen science for the benefit of productivity, profitability, and environmental performance. We are working alongside agricultural service providers, farmers, and their advisors to design, execute, and interpret hundreds of coordinated on-farm, scientifically robust nitrogen rate trials every year. In 2024, we conducted more than 400 scientifically robust, fully replicated trials. Data... S. Archontoulis, M. Castellano, M. Miller, M. Baum, R. Osman