Turning Data into Information by Frank Flis

Wow!! There sure are all types of data and data collection systems available to help make crop management decisions.  With the many system and data options, there are also as many opinions on how to use, when to use, if to use, or is it of any use when it comes to the treasure trove of data out there.

Potential layers from yield to infrared real-time visualization of the growing crop leads to data piling up, waiting for interpretation.  Multiple systems or multiple data sources allow for layering of things such as genetics, soil information (types, pH , fertility), plant populations, pest, GPS coordination, and weather .
Critical factors are accuracy and integrity of the data, number of years of data, number of data points, compatibility of data collection systems and amount of data to be evaluated.

Yield data with field maps can be a good starting point to begin field evaluation. The effects of hedgerow management, outcroppings, drainage concerns, looking at field dynamics, slope, soil types, soil fertility, soil pH’s, soil depth, and compaction can all be evaluated. Can a positive change be made to address any of these concerned areas of the field?  What will be the cost benefit ratio of these changes?  Once identified can GPS coordination be made to zone soil test, variable rate seed and fertility, variety selection, and crop protection?

Careful evaluation of system costs and control devices need to be considered.  What is the financial impact of data collection and its conversion into information that will impact cropping inputs, rotation, and profitability? We are in a data rich world.  Who benefits from this depends on interpretation, implementation and a bit of common sense