Precision agriculture refers to the management of farms with satellite and other data and technologies. The resulting maps provide highly detailed information about the topology and condition of farms, down to the individual plants.
Other common terms for precision agriculture include satellite farming and site-specific crop management.
Precision farming enables farmers to water crops, apply fertilizer, and monitor growth with highly specific accuracy. When farmers manage their farms more effectively, they can save on maintenance costs, fertilizer use, and increase yields at the same time.
Further, when farmers use IoT-enabled devices, they can collect and analyze data in real-time while irrigating crops, spraying fertilizer, and otherwise empowering technology to manage crop health.
To create their highly detailed maps, precision agriculture systems rely on the farmer’s crop and property boundaries. The system should also have crop data so it can recognize desired plants from undesirable.
Additionally, for security reasons, the system should include employee identification data.
Of course, a good precision agriculture system uses GPS and satellite data. Sensors should also use multi-spectral or hyper-spectral imaging methods to identify topology and crops.
While hyper-spectral imagery is considered more accurate, it is also more expensive. The agricultural industry therefore has a longer history of using multi-spectral imaging technologies and many agriculture systems are designed for their use.
Additional external data depends on the farmer’s resources and interests. While almost all farmers collect data on soil quality, not all of them require the same data. For example, some crops require more careful monitoring of humidity in the air than others; those farmers would consider this data essential.
Other useful data can come from any IoT-connected devices in the field. However, these precision agriculture systems can also integrate with device programming to help them perform their duties better. For example, smart irrigation systems that contain or communicate with sensors that monitor water levels in the soil or in individual plants use GPS data to make sure that each individual plant in an industrial farm receives exactly the amount of water it needs to thrive.
The main challenges of a good precision agriculture system include price and management of the system (as a whole and of the individual connected devices which can be damaged or stolen). In particular, new technological advances offer similar results through different means, and it may not be clear which system to use. And while these technologies have trended to the cheaper over the past few years, price remains a major concern.
Finally, management of this system, which includes cybersecurity, requires data analysis and tech skills that some farmers may find difficult to acquire.
Digital Commons: Four Case Studies in Precision Agriculture
Nature: Combining computer vision and deep learning to enable ultra-scale aerial phenotyping and precision agriculture: A case study of lettuce production
Tractors optimized with GPS can help farmers deliver more exact inputs using the boom nozzles. The technology can even automatically adjust the amount needed when making turns. With GPS and cloud processing, the nozzles can stop spraying once the area has received its allotment.
IBM MarketScan Research Databases provides one of the oldest continually-updated collection of health claims data in the USA. Organizations use this data to prove their value to healthcare professionals, insurers, and private individuals.
The data includes drug claims, dental claims, lab results, hospital discharges, and EMR data for millions of people in the country. It also contains workplace productivity data, telling institutions how many workplaces absences they suffer and how many of their healthcare workers suffer disability due to their work.
Arm Technology Pelion loT Platform is a device-to-data platform which easily connects to trusted IoT devices and extract real-time data.
aWhere Maps4er is a map for economic resilience which provides daily insights on farms, industry or country.
Premier Edition includes website access to CropProphet production and yield forecasts for the national, state and county levels – updated daily throughout the growing season.
Weather Data subscription includes daily weather observations and historical USDA report data required to conduct your own modeling.