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Autogrow Challenges Other Industry Players To Publish APIs
“To date, large industry players have not publicly published APIs’, but our argument is that it’s your data - you should be able to do what you want with it,” says Chief Technology Officer Jonathan Morgan
Autogrow is calling for more public APIs (Application Programming Interface), giving increased access for growers to their own data, and fostering faster innovation in the Controlled Environment Agriculture industry.
“To date, large industry players have not publicly published APIs’, but our argument is that it’s your data - you should be able to do what you want with it,” says Chief Technology Officer Jonathan Morgan.
“There can be a protectionist approach to development to dissuade people from building their own versions or integrating other products. But you will never keep up with all the customer requests or in the same timeframe as the 15 other companies working on the same improvements in the market. Access equals innovation - simple as that.”
Autogrow's FarmRoad has launched their public API on a new Developer Portal which is product agnostic and welcomes all industry players. This will allow growers to use the platform to build a ‘best of breed’ solution for their operation, no matter what their current technology providers are.
“You don’t have to rip and replace your existing technology. You just need to use an API to connect it to FarmRoad and then see all your information in one place. You can also give third parties secure access to specific areas of your information – keeping control of what you want them to see.”
“As innovation accelerates it creates a unique challenge of being able to centralize all of your data in one place – regardless of the source. We’ve been offering public APIs for over three years and are certainly the leaders when it comes to cloud technology,” notes Mr. Morgan.
Initially, the FarmRoad Developer Portal will give access to:
Measurements: Over 39 different measurement data types related to the environment and crop registration.
Events: Capturing key events or notes for example pest detection or spray regimes.
Farms/compartments/sectors: Get the full picture from different areas of the farm. Giving comparative studies, trends or with permission-based access.
“This is just the beginning for what FarmRoad will be able to offer. With API availability, growers will be able to create their own custom applications alongside the work we are doing. It’s a great developer community which can evolve and scale as businesses and the industry changes.”
For more information on the FarmRoad Developer Portal - https://farmroad.io/developer
For more information on the API documentation - https://developer.farmroad.io/
For more information on Yield Prediction by FarmRoad - https://www.farmroad.io/
11 Nov 2020
Autogrow Cracks The Yield Prediction Code With FarmRoad
After three years of research, development, lab and farm trials; Autogrow’s FarmRoad solution has set the global benchmark for crop yield prediction with an initial 90 percent accuracy rate
After three years of research, development, lab and farm trials; Autogrow’s FarmRoad solution has set the global benchmark for crop yield prediction with an initial 90 percent accuracy rate.
“Accurately predicting harvest time and yield is the holy grail of agriculture. It allows clarity of availability to the entire food chain from the grower to the marketer and on to the consumer. Getting 90 percent accuracy rate up to six weeks out in our first three farms has been exceptional,” says CEO Darryn Keiller.
“Under-production and over-production can financially impact a farm. Under supply brings both less revenue, potential financial penalties from purchasers e.g. supermarket chains and the need to buy off a competitor to meet contractual requirements. Over production creates a surplus, which is then sold on the open market, usually at a price less than market value. It’s an unpalatable and expensive roller coaster ride.”
“When you consider the numbers, the ROI (return on investment) of increasing yield prediction of tomatoes by 10 percent - from 80 to 90 percent - based on a 30ha grower producing 60kg/sqm could be up to USD $1.3million. Savings can also be made with regards to labor by automating manual forecasting and through increased efficiency of farming practices.”
FarmRoad’s Yield Prediction model has initially been created to service large scale greenhouse tomato producers combining the biophysical understanding of crop varieties, with crop and environmental data and proprietary A.I. based models and engines. The service is built and hosted on AWS cloud, and can be delivered to any enterprise farm operator, anywhere in the world.
“Not only do we have on average 90 percent accuracy but we are achieving that working with three different growers in Canada, Australia, and New Zealand, using a mix of hydroponic substrate and soil and utilizing three different tomato cultivars - Marnax by Axia Seeds, Maxeza by Enza Zaden and Merlice by De Ruiter Seeds; showing the flexibility of our AI-based prediction,” says Mr. Keiller.
Accurate yield prediction is dependent on available data and variables include weather, pest and pathogen events and management practices. The industry baseline for large scale greenhouse production ranges from no prediction to 80 percent certainty up to two weeks in advance for the more experienced growers. FarmRoad is 90 percent accurate from one to six weeks in advance and anticipates achieving 95 percent accuracy within six months.
“Tomatoes are one of the most complex plants to apply yield prediction, but there is also a substantial amount of data available due to the crop registration techniques growers utilize. The key to prediction is the availability of data and we have been incredibly lucky to work with some fantastic growers with over 40+ years of experience who have shared their knowledge and data,” says Chief Technology Officer Jonathan Morgan.
“The first step is getting the data, but the biggest challenge has been turning the data into a form that works. When you look at environmental data, it is great for controlling systems but it’s not easy to go from the real-time data to a prediction of how plants are going to grow. When you also add in unexpected variables like a grower changing from loose pick to truss tomatoes half-way through the growing cycle, then your accuracy rate can decrease.”
With yield prediction achieved, Autogrow is currently developing crop registration and crop planning services.
“Yield Prediction by FarmRoad, is one of our many industry-leading services designed to enhance crop productivity and make farm operators more profitable. With their personalized yield model, growers can utilize their prediction and trends to materially improve farm profitability. The future is A.I. and digital farming, and we look forward to working with large scale growers who are looking to utilize their own data and gain a competitive and financial edge,” says Mr. Keiller.
For more information www.farmroad.io or email info@farmroad.io
MEDIA QUERIES
Kylie Horomia, Head of Communications
(e) Kylie.horomia@autogrow.com
(m) +6421 733 025
(w) www.autogrow.com www.farmroad.io www.cropsonmars.com
Sales queries – info@farmroad.io
About Autogrow
Autogrow leverages the power of technology, data science, and plant biology to provide indoor growers affordable, accessible, and easy-to-use innovation – 24/7, anywhere in the world.
Our hardware, software, and data solutions support growers and resellers in over 40 countries producing over 100 different crop types.
We are the experts in Controlled Environment Agriculture (CEA) and continue to stay ahead of a rapidly evolving landscape.
Autogrow, Level 1, Building 3, 61 Constellation Drive, Mairangi Bay, Auckland 0632, New Zealand