Data Analysis

Image processing

Bison-Fly is UAV pipeline in Wheat Breeding Program. This pipeline is a compilation of R code and functions from different packages to implement high-throughput phenotyping methods to understand wheat characters. 

Data analytics for

Crop Area

Get measurements and delineation of crop area within a field to understand precise boundaries.

Crop Height

Measure canopy height and detect areas of damaged crop canopy for corn, soybean, cotton, canola/OSR, and small grain.

Maturity Date

Determine the timing of crop maturity based of senescence of crop canopy cover

Anomaly Detection

Identify anomalous plots due to within-plot and between-plot spatial variabilty.

Elevation

Model how water will flow within the field, helping direct critical decisions about water management strategies

Stand Count

Quantify crop emergence and uniformity across every acre and every plot for corn, male/female corn, soybean, cotton, and canola/OSR.

Canopy Cover

Quantify the fraction and uniformity of green vegetation across every acre and every plot for corn, soybean, cotton, canola/OSR, and small grain.

Crop Health

Quantify the effects of products and treatments across all acres and plots throughout the entire season for corn, soybean, cotton, canola/OSR, and small grain.

Tassel Count

Ensure seed production purity standards and production goals are met across every acre for corn and male/female corn crop production.