Sensing Resolution in CornKyle FreemanSoil 42134-29-02

Objectives of the Precision Sensing Team at Oklahoma State UniversityDetermine suitable resolution for corn to efficiently and economically sense and fertilize on the go using Greenseeker lighted sensors.

HypothesesIt is possible to accurately predict final yield on a by-plant basis.Corn should be treated similar to winter wheat, sensing and treating each square meter.The sensing resolution of corn should be large including by row for a set distance, or even larger than that like x-rows by y-distance.

Spatial Variability in SoilsRaun et al. (1998) found significant differences in mobile an immobile nutrients on a sub-meter scale. Solie et al. (1999) stated that in order to describe the variability encountered in the field, measurements should made at the submeter level.

Resolution in Winter WheatRaun et al. (2001) showed the ability to predict yield on 2m x 2m areas by taken the sum of two NDVI reading and dividing it by the GDDs between the two readings.Lukina et al. (2001) showed a stronger correlation between yield and one NDVI reading divided by the total number days from planting where GDD>0.

Wheat Resolution cont.Raun et al. (2002) demonstrated that sensing and treating 1m2 areas could increase yields decrease N inputs and increase NUE.

Methods to Determine Field Resolution in Corn.Environments DrylandIrrigatedVarietiesHybrids and open pollinated varieties MaturitiesGMOs and conventionalNutrient statusNitrogenMicronutrients

Methods cont.Plant architectureLarge plants and rooting zonesDuring sensing period do not have 100% ground cover.Engineering issuesBy plant sensing and treating is a possibilityWhere to apply fertilizer (foliar or to the soil)What types of fertilizer can we apply (liquids, solids, and AA)

Methods cont.Agronomy issuesDetermining algorithms that work across hybrids and environmentsDetermining the most efficient and practical means to apply nitrogen fertilizer to maize to increase yield and NUE.To continually destroy all new sensing equipment developed by the engineers.

What about other ResearchUniversity of NebraskaUsing aerial imaging at a 0.5 m2 resolutionGround rig sense and treat applicator operates at approximately 9 m2 Everybody elseWho knowsCurrently not much work on fertilizing small scale resolution in corn.

Expected ResultsWho Knows! That is why I have a job.A reliable algorithm and N management strategy will be developed at OSU by the Precision Ag Sensing team.Small scale resolution will be essential to making precision ag technology work in corn.

Importance to Precision AgPrecision Ag Technologies will be advancing in Maize and Greenseeker and OSU wants to be a part of it.Corn precision ag systems will drive the industry to adapt new technologies.Due to higher input costs More intensively managed.

Questions?