Tag Archives: agtech

The Internet of Things (IoT) on the Farm – Part 3

In Part 1 and Part 2 of this series, as well as the associated posts on the ezeio and sensor networks, I have focused primarily on IoT hardware: the part you can see and touch, and that touches your farm.


However, in many ways, software is much more important than the hardware. As I observed in Part 2, modern technology products are remarkably similar: a CPU, some memory, some storage, and some peripherals. If the peripheral is a relay, you have a device that can turn things on and off (like a remote-controlled power plug, or a WebRelay). If the peripheral is an “Analog to Digital Converter” (ADC) then the device can monitor sensors and report the values from those sensors. Some devices like the ezeio have both (and even more).

Of course, nothing happens on these devices without software. And software is involved in at least two important places: the software that is running on the devices themselves, sometimes referred to as “firmware,” and the software running on back-end computers (local or cloud servers, PCs, or even your phone or tablet) that is used to store and interpret the results from the devices.

These two pieces of software have to be able to “talk” with each other, and we’ll assume* they do so over your network, with the device connected to your AyrMesh network and the “back-end” software on some sort of cloud-based server on the Internet. Note that the “back-end” software COULD reside on a server on your property if you are using AyrMesh.

What the devices themselves do depends on both the hardware and the firmware on the device – in most cases, that firmware will collect readings from the sensors, upload that information to the back-end server, and, if appropriate, take commands from that server and take action, from turning on a light to starting a pump or a grain auger.

In most cases, that firmware is a closed system – there is no way for you to collect data off or communicate with the device directly, or to direct it to a location other than the vendor’s cloud server. It doesn’t have to be that way, but (1) it’s simpler, and (2) that gives the vendor much more control over the data.

The back-end server usually stores the data and presents it to you (either through a web page or a mobile app, or both). What data you see, how you see it, and what you can do with it depends on that back-end software. It may just present a time series of observations in the field as a graph, it may let you set up simple or complex rules (if the soil moisture is at this level or below, turn on the irrigation system), and it be able to present data in many useful ways (different graphs, superimposed on maps, etc.) and enable very complex control of your farm machinery.

The back-end server is usually a closed system, as well – most times it can only accept data from the vendor’s own devices. Sometimes it may have an “Application Program Interface” (API) that allows it to exchange data with other programs. It may also have the ability to upload data into it for tracking and presentation, or to download data from it for importation into another program. These APIs and import/export mechanisms may be very good, well-written, and well-documented, making them extremely useful. Or they may not. APIs are generally only useful for programmers – it takes code to make them work – but well-written and well-documented APIs can enable even relatively inexperienced programmers to create custom programs to do exactly what you want, and that can be extremely valuable.

On the other hand, back-end software without good APIs and/or import/export features is a “closed box” – what you get is just what you get, and there’s no way to get more or less. Understand, of course, that a closed system like this may do EXACTLY what you need, but, if your needs change, it may suddenly become useless.

Of course, there is also the issue of your data and what happens to it. The terms and conditions for the service may be very clear about what happens to your data, or they may be quite vague. Many of the data services will anonymize and sell the data that you store on their servers (the most unethical may not even anonymize it – beware!). This may concern you or not, depending on the nature of the data and how closely tied to your operation it is. For instance, it is generally valuable to share weather data – if your neighbors do so as well, you can gain a much better insight into the local weather patterns. On the other hand, you may not want to share geo-referenced harvest data – that tells too many people exactly what your land and your harvest is worth. “Fuzzing up” the geo-reference, however, might make it a lot more shareable.

When you are considering new devices to collect data and/or control machinery on the farm, these distinctions between “open” and “closed” systems, and the availability if good, usable APIs may seem abstract. Salespeople for “closed” systems will do their best to minimize the importance of these issues, but it’s absolutely critical. Openness in the device’s firmware means that the devices can be re-purposed to work with another system if you don’t like the vendor’s services, and openness in the back-end database means you can easily get your data and move it where it can be combined with other data and used (e.g. providing it to your agronomist for analysis, or storing it in a system where it can be combined with other data for decision-making).

Being smart about buying new technology for your farm can save you a lot of money in the long term, and a lot of frustration in the short term. We’ll keep an eye out for and report on interesting products that help you on the farm using open technologies.

*some devices connect directly to the network using WiFi or Ethernet, and some devices will have low-power networking (e.g. Zigbee or Google Threads) that use a “gateway” device to connect them to your network (or directly to a public network via cellular or satellite). There are even some that don’t talk to the network at all, using either Bluetooth or an embedded WiFi server to communicate directly with your phone, tablet, or laptop. And, of course, there are still devices that use some sort of flash memory and “sneakernet” (taking the flash memory off the device and walking it to a computer).

The Internet of Things (IoT) on the Farm – Part 2

arduinoIn Part 1, I talked a little bit about the vision for the internet of things, but I didn’t really define what I meant by the internet of things.

What I’m talking about when I talk about the Internet of Things is a profusion of small devices that are all connected to the network and therefore to the Internet. Whereas most of the things in your home that are connected to the network have keyboards and screens and are meant for you to interact with, I’m talking about things that instead have sensors and relays and actuators. In most cases, you won’t interact with them at all. They’ll just work automatically in the background either gathering data for you or controlling equipment. Most of these things you’ll set up and never touch them again, but they’ll be working quietly in the background for you day and night.

Ibm_pc_5150If you are as old as I am (and I hope you’re not!), you remember the first wave of personal computers: the Apple II, the CP/M machines like the Kaypro and Osborne, and the original IBM PC – these were amazing because they were real computers that could do useful things (spreadsheets, word processing, and calling bulletin board systems) but were small (the size of a suitcase, more or less) and inexpensive (a few thousand dollars – in the 1980s) enough for home use.

Raspberry Pi Zero - $5

Raspberry Pi Zero – $5

The kinds of computers that we are talking about here are significantly smaller (typically the size of a credit card) and significantly less expensive (most under $100, many of them less than $10), even though they have 10-100x the computing power of those early personal computers. Instead of keyboards and screens, they have network ports and connections for various sensors and/or actuators; most can run for hours or days on a small battery – some can run for months. They can sit in in a tiny place, collecting data and transmitting it to the network, or waiting for a command to do something, for years.


Simple Air Temperature Sensor

Decagon Soil Sensor

Decagon Soil Sensor

There are also a wide variety of sensors available, from simple temperature or humidity sensors to weather sensors like anemometers and rain buckets to advanced soil sensors that can measure soil temperature, moisture, and electrical conductivity. There are even sensors for UV radiation, leaf wetness, and chemicals in air and water.


Simple small relay

But these little devices can do more than just sit passively measuring conditions. Devices can also be connected to allow them to take action, from simply turning something on to controlling complex machinery automatically. For instance, it is fairly simple to use a simple, small relay to turn an electrical machine on or off.

Raven PWM Valve

Raven PWM Valve

Multiple relays can be used for multiple devices, and relays come from very small, low-power devices to very high-power solid-state relays for switching very heavy loads. Many of these computers, however, also have the ability to output Pulse-Width Modulated (PWM) signals to control variable-rate devices like valves (control pressure through a water valve for irrigation or a hydraulic valve for controlling machinery) and pumps.

75 Amp Solid-State Relay

75 Amp Solid-State Relay

What ties it all together, of course, is two things: a network and software (both on the device and acting as some sort of “back end” to store and manage the data coming from these devices). Without software, any computer, even a $5 one, is just dead weight; without a network, it’s just sitting out in the field collecting data it can’t move to someplace it can be useful.

We know how to build the network – what Ayrstone does is give you the ability to build a strong, standards-based wireless network across your farm – and in part 3 we’ll consider the software part.


The “Third Wave” of AgTech

paydirtWe wanted to quickly share an article published recently that impressed us quite a bit.

This article in DTN/Progressive Farmer talks about how information technology is making a difference in farming and how that is likely to accelerate in the coming years.

There are a lot of unknowns in the “AgTech” field – most importantly, which vendors and technologies are going to be genuinely important and which will be forgotten. However, one thing is clear: the technology of agriculture, and particularly of agricultural data, is here to stay. And, where you have data, you HAVE to have a way to move it. And, finally, the way to move data is using networks.

So we are encouraged by this article (and others we have seen) that predict increasing importance for data on the farm – it just makes the AyrMesh network that much more valuable for our customers.

Saving money with AyrMesh

piggy-bank-1056615_640There are all kinds of new technologies and products available for farming – these new “AgTech” products hold real promise to change the practice and the economics of farming. But you have to evaluate them realistically to understand how they will help you improve your profit: increase revenue or save costs.

AyrMesh was designed specifically to help save costs on the farm, so it provides increased profits no matter what happens to yields and crop prices. There are several ways in which AyrMesh helps you reduce costs, directly or indirectly:

  1. Reduce the cost to simply move data – your cellphone (and maybe your tablet and/or laptop) has a cellular radio for data, and you pay a premium for using more than a minimal amount of data per month. By using the AyrMesh network, however, you can be disconnected from the cellular data network and save money you would have to send to the cellular companies.
  2. Employ new technologies that can save money – because AyrMesh is a standard, Internet-Protocol (IP) network, you can avail yourself of off-the-shelf products that just connect to your network. Examples include things like networked weather stations and soil sensor systems, but also grain dryers and irrigation systems. As security becomes an increasing concern on the farm, having an AyrMesh network allows you to quickly and easily place IP cameras so you can keep an eye on distant parts of the farm
  3. Be prepared for the future – new, time-saving and money-saving products are coming up fast, and you can be ready to put them to work. New autonomous vehicles, remote sensors, and remotely-operated machinery will be able to magnify the effort you put in on the farm, just like tractors and combines did in the late 1800s, increasing the profitability of farms.

But be careful: a lot of products being sold come with a “small monthly fee” to pay for a cellular modem to move data from the device to the company’s cloud servers. It’s a business model that works and it makes it easy to install new products, because the vendor doesn’t have to worry about setting up a network. However, as you adopt more and more of those products, the number of small monthly fees is going to add up fast, and none of them will work in fields without cellular connectivity.

Look, electronics and data aren’t going to grow the crops. But the information they can provide you can help you make better decisions, both season to season and day to day, to save money and increase yields. Smart investment in AgTech begins with thinking about the data – what you can use, how you will use it, and, most importantly, how you will get it from where it is generated to where it is useful. We are here to help with that last bit.