Farm & Ranch
[AgriLife Today] ‘Internet of things’ to create big data for irrigated agriculture
By: Kay Ledbetter
Writer: Kay Ledbetter, 806-677-5608, skledbetter@ag.tamu.edu
Contact: Dr. Charles Hillyer, 806-677-5600, charles.hillyer@ag.tamu.edu
AMARILLO – Big data is big business, and everyone wants a part of the pie, however agricultural irrigators should take a careful look before accepting irrigation advice from new technology sources, according to a Texas A&M AgriLife Extension Service specialist.
A web-connected plant sensor such as this infrared thermometer could be part of an “internet of things” product. (Texas A&M AgriLife photo by Kay Ledbetter)
Dr. Charles Hillyer, AgriLife Extension irrigation specialist in Amarillo, said a recent survey on emerging irrigation technologies identified the “internet of things” or IoT as the most important issue.
What is that? Big data, Hillyer said.
“Most mentioned by the survey takers is having lots of devices being used by irrigators communicating with each other so collectively the products can do more than individually,” he said.
“There are dozens of startups offering products, but it is surprising who is doing it,” Hillyer said. “Are you ready to get irrigation advice from your cell phone company?”
He said IoT products are based on a communication chain. The chain starts in the field, usually with many inexpensive sensors. The chain goes to the cloud where the data is stored, analyzed and transformed into useful information.
The chain ends back in the field, either on the producer’s cell phone where he or she sees the field in a new way, or it ends at another IoT device that uses the new information to control valves, pumps or other smart devices, Hillyer said.
“Basically, it’s the process of taking data from one device, sending it to the cloud and then back to you as useful information rather than just data,” Hillyer said.
The final part is analytics – taking all the data and deriving new information from that data, he said.
“This is where big data comes into play. By having more data, and by receiving it more frequently, data scientists can apply sophisticated algorithms that reveal patterns and trends no individual sensor can reveal,” Hillyer said.
“It’s not just one of these steps, it’s the whole process of getting all this to work together – that’s the basis of IoT,” he said. “The idea is to make it easier to base decisions on data rather than intuition. But it will be new, something you are not accustomed to.”
Concerns pointed out by the survey takers were power supply, security and hardware compatibility, Hillyer said. Every new product should be analyzed for its ability to address these issues.
Some battery-powered devices don’t last as long as might be expected, he said. Typically, manufacturers estimate battery life based on how often the device will communicate with the cloud. But consumers often want more frequent communication, especially when the devices are first installed.
Security is also a concern, Hillyer said.
“The IoT devices are constantly streaming data to the cloud, and while the cloud may have good security, the devices may not,” he said. “Some early IoT solutions got a bad rap because the devices themselves could be hacked. So that is one of the first questions you should ask – what about security? Find out what the manufacturer does to protect the information both in the field and in the cloud.
“Then consider compatibility,” Hillyer said. “Be careful that the integrators are selecting compatible hardware so damage is not done. Some IoT vendors are vertically integrated: they provide all the hardware, connectivity, and cloud services. Other vendors are sourcing hardware from third parties.”
Hillyer said distributed sensor networks have a greater density of information. Having more information, and receiving it sooner, means producers can do things more accurately and more precisely.
Some products will offer other services such as analytics, off-farm integration and supply chain management. These data have value and some companies will want to aggregate the data and sell it to third parties.
“If you are looking at one of these services, be sure you know where your data is going.” Hillyer said.
Most IoT companies will say the producer owns the data but that doesn’t always mean the company can’t derive more value from the data, he said.
“If folks start showing up to offer you IoT products, ask questions,” Hillyer warned. “Many will be offering service, but may not be selling the hardware. When you look at the product, be sure you understand what exactly you are paying for. Sometimes you are buying hardware and sometimes you are buying a service.”
Know where the data is going to be stored – “your cloud or their cloud. Can the data be exported or are you limited by where you can look at it, thus limiting your use?”
And, he said, know who is in the connectivity chain.
“IoT vendors don’t always make each element in the connectivity chain, they are doing the integration,” Hillyer said. “Are they doing a full integration or are they reselling parts and packaging them together? A full product is going to be better integrated. “
Also find out what is offered in the way of support, he advised.
“These sensors are predicated on being small and expensive. Some are going to break. Who supports it? If one company makes everything, there is only one place to go,” Hillyer said.
“Producers need to know and understand how IoT solutions increase their accuracy,” he said. “Is the new information something you can act on or is it just informative? Can you make calculations based on the information? Are the data actual measurements or modeled information?”
Getting answers to these questions will help producers decide if an IoT product will actually help their management or just add to the avalanche of data they are already receiving, he said.
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Farm & Ranch
Frog Fruit
By Tony Dean, tonydean.tx1@gmail.com
Frog fruit is a native, low-growing perennial forb adapted to most of the eastern U.S., but few grazers know it well. It contributes more to our plant communities than we realize. It generally grows no more than a few inches tall and roots at the nodes. It can form dense mats several feet across and develop runners up to 3 feet long.
The leaves are thick, one to two inches long and 3/8 inch wide, and toothed from the middle to the tip. Tiny white flowers form a ring around a flower head, and the head then elongates into a cylinder an inch long or longer. Frog fruit has a four-angled stem.
Frog fruit can grow almost anywhere in Texas and on many soil types. It can grow in drier soils and likes good drainage, but it needs additional moisture to survive the hottest months. You can find it almost anywhere in a pasture, though it often grows in depressions and near water sources.
“Frog fruit is used as forage by livestock and deer. I recall an instance when I was moving cattle from one pasture to the next on a Jack County ranch. As I opened the gate, I stood by a beautiful green plant of switchgrass which I expected to be immediately grazed down. The cattle walked right by the switchgrass and stuck their heads in a small patch of frog fruit a few feet away,” Dean said.
Frog fruit is gaining popularity as a ground cover for homes and gardens for these reasons:
- Frog fruit grows quickly, maybe too quickly. If it gets out of bounds, you can always trim it back.
- Frog fruit is low maintenance. Once you get it established with adequate watering, it can survive with little care.
- Frog fruit has a long bloom period, from April to October.
- It is a host plant for several butterfly species and other insects.
Farm & Ranch
Theileria orientalis
By Barry Whitworth, DVM
Over the past few years, veterinarians have detected Theileria orientalis in Oklahoma cattle. Early cases were primarily diagnosed in adult cattle, but more recent Oklahoma cases have been identified in stocker cattle. All cattle producers should be familiar with the clinical signs of this disease and check their cattle daily for signs of trouble.
The first U.S. case of theileriosis was identified in Virginia in August 2017. Those cattle showed weakness and anemia, and veterinarians made an initial diagnosis of anaplasmosis. Blood samples from the animals were tested for Anaplasma, Babesia and Leptospira. Results were negative for all three, but the tests revealed a blood protozoan, later identified as T. orientalis genotype Ikeda. Since that first herd outbreak, the organism has been detected in several states.
Cattle sick with T. orientalis genotype Ikeda may show fever, weakness, anorexia and exercise intolerance. If forced to move, affected cattle may stagger and gasp for air. If stressed excessively, they may collapse and die. On examination, the gums, eyes or vaginal mucosa may appear pale (white) or yellow. Reproductive losses, including stillbirths and late-term abortions, may occur, along with a drop in milk production.
Clinical signs reported in adult cattle in Oklahoma include anemia, sudden death, weight loss, abortion, failure to thrive and failure to calve. In stocker cattle, producers have reported weight loss, anemia, poor performance and sudden death.
Because Anaplasma marginale and T. orientalis genotype Ikeda produce similar clinical signs, telling the two apart can be difficult. One difference is that clinical signs are more common in young cattle infected with T. orientalis than in young cattle infected with A. marginale. Cattle with anaplasmosis also often display aggression, while those with T. orientalis genotype Ikeda typically do not. A laboratory test is required to tell the two diseases apart with certainty.
Researchers have identified Haemaphysalis longicornis as a possible vector of T. orientalis genotype Ikeda. In 2017, the U.S. Department of Agriculture’s (USDA) National Veterinary Services Laboratories (NVSL) confirmed the presence of H. longicornis, commonly called the Asian longhorned tick (ALT) or bush tick. While trying to determine how the tick arrived in the United States, USDA officials discovered it had been present in West Virginia as early as 2010. The tick has now been confirmed in at least 26 states, including Oklahoma. Some evidence suggests other insect vectors may also transmit T. orientalis genotype Ikeda. Needle transfer is another possible route of transmission.
The ALT has been identified in Craig and Mayes counties in Oklahoma. This tick thrives in areas with high humidity, such as wooded regions, brush or tall grass. Ticks are often found where large numbers of wildlife gather, such as along deer trails. Producers can find more information about the ALT on the USDA website at https://www.aphis.usda.gov/livestock-poultry-disease/cattle/ticks/asian-longhorned.
Other countries have developed treatments for T. orientalis, but no approved treatments are available in the United States, and no vaccine exists for this disease. The best defense is prevention: buying cattle free of the organism, avoiding blood transfer between animals and using effective tick control. Producers should purchase cattle from reputable sources. Clean instruments between animals during procedures such as castration or dehorning, and change needles between every animal. Control external parasites with appropriate insecticide treatments. Pasture management also helps, such as rotating cattle away from wooded or brushy areas where ticks thrive. Patch burning may also help reduce tick populations.
Theileria orientalis remains a concern for some cow/calf and stocker producers in Oklahoma. Producers who want more information about T. orientalis genotype Ikeda should contact their local veterinarian or Oklahoma State University County Extension agriculture educator.
References
Hammer, J. F., Emery, D., Bogema, D. R., & Jenkins, C. (2015). Detection of Theileria orientalis genotypes in Haemaphysalis longicornis ticks from southern Australia. Parasites & Vectors, 8, 229.
Oakes, V. J., Yabsley, M. J., Schwartz, D., LeRoith, T., Bissett, C., Broaddus, C., Schlater, J. L., Todd, S. M., Boes, K. M., Brookhart, M., & Lahmers, K. K. (2019). Theileria orientalis Ikeda genotype in cattle, Virginia, USA. Emerging Infectious Diseases, 25(9), 1653-1659.
Spickler, Anna Rovid. (2019). Theileriosis. Retrieved from http://www.cfsph.iastate.edu/DiseaseInfo/factsheets.php.
Watts, J. G., Playford, M. C., & Hickey, K. L. (2016). Theileria orientalis: A review. New Zealand Veterinary Journal, 64(1), 3-9.
Farm & Ranch
Is the Pond Safe for Livestock?
By OKFR Staff
During the hottest part of summer, a farm pond can look like a welcome source of water. Cattle may be standing belly-deep along the bank, and the pond may still hold enough water to seem dependable. Looks alone won’t tell you whether that water is safe.
Hot weather, limited rainfall and falling pond levels can create water-quality problems. As water evaporates, salts, minerals, nutrients and other substances become more concentrated. Warm, still water can also encourage blue-green algae, and some forms can produce toxins capable of killing livestock.
Producers sometimes treat water as an afterthought compared to grass, hay and supplemental feed. Livestock need a dependable supply of clean water to maintain feed intake, regulate body temperature and support production. Poor-quality water can reduce consumption and performance even when it does not cause obvious poisoning.
A pond that has watered cattle for years is not safe under every set of conditions. Pay particular attention during drought, extreme heat or any period when the water level drops significantly.
Watch the Water and the Livestock
One of the most serious late-summer concerns is a bloom of cyanobacteria, commonly called blue-green algae. These organisms live naturally in many bodies of water, and most do not produce dangerous toxins. The risk rises when certain toxin-producing species multiply rapidly under favorable conditions.
According to Oklahoma State University Extension, toxic blue-green algal blooms typically develop in standing water after periods of hot, dry, calm weather. Nutrients such as nitrogen and phosphorus can fuel excessive growth. Those nutrients may reach a pond through manure, fertilizer runoff, soil erosion and decaying vegetation.
A suspicious bloom may turn the water bright green, blue-green, pea-soup green or even brownish. Scum, foam or mats may collect along the shoreline, particularly where the wind pushes floating material into one area. Some blooms look like spilled paint.
Not every green pond is poisonous. Common aquatic plants and harmless algae can also change the color or surface of the water. You usually cannot tell whether a bloom is toxic by looking at it, and a pond can contain toxin-producing cyanobacteria without showing every commonly described warning sign.
Keep livestock, horses, pets and people away from water that has an unusual color, heavy surface scum, a bad odor or unexplained dead fish or wildlife nearby. Do not let livestock drink from another part of the same pond on the assumption that the water is safe there. Wind can move a bloom, and toxin levels may vary across the pond.
Blue-green algae can produce toxins that affect the nervous system or liver. Depending on the toxin and the amount consumed, affected animals may develop weakness, staggering, difficulty breathing, tremors, convulsions, diarrhea or collapse. In severe cases, owners find animals dead near the water before realizing anything is wrong. Treatment often fails, which makes prevention especially important.
Treat any suspected poisoning as an emergency. Move the herd away from the water source without driving or stressing animals that may already be affected. Provide another clean water supply and contact a veterinarian immediately. Your county Extension office can also help you determine where and how to submit a water sample.
Blue-green algae is not the only potential problem. Pond water may contain elevated levels of dissolved salts, sulfates, nitrates, bacteria or other contaminants. Runoff can carry manure, fertilizer, pesticides and organic matter into the pond. Low water levels make some of these problems worse because the remaining water grows more concentrated.
Water with excessive dissolved solids may taste bitter or salty, so animals drink less of it. Depending on the substances involved and their concentrations, poor-quality water may contribute to diarrhea, reduced feed intake, poor weight gain or other health concerns. Young animals and livestock that are not used to the water may be more vulnerable.
Watch the cattle themselves, too. Are they reluctant to drink? Are they crowding around a different water source? Has feed intake or weight gain dropped without an obvious explanation? Are several animals having digestive problems? Changes across multiple animals can be an early clue that you need to look at the feed or water.
OSU Extension recommends collecting a representative sample and submitting it for a livestock water test whenever you suspect a water supply is harming animal health or performance. A standard livestock water test covers several characteristics, but blue-green algae can require different sampling and testing procedures. Contact the laboratory or county Extension office before collecting the sample so you take it from the right location, use the proper container and handle it correctly.
Reduce Problems Before They Develop
Good pond management cannot eliminate every water-quality problem, but it can lower the risk. One of the most effective steps is limiting the manure, soil and nutrients that enter the water.
Cattle with unrestricted access to an entire pond can damage the banks, muddy the water and deposit large amounts of manure in or near it. Hoof traffic strips vegetation and speeds erosion. Sediment fills the pond over time, while manure supplies nutrients that can encourage excessive algae growth.
Where practical, fence livestock away from most of the pond and provide a limited-access watering point. Another option is piping water to a trough below the dam or elsewhere in the pasture. OSU notes that reducing cattle manure in the pond can reduce the conditions that favor toxic algae and make the water more palatable.
A vegetated buffer around the pond can slow runoff and trap soil and nutrients before they reach the water. Apply fertilizer and manure carefully in the watershed, particularly before heavy rain, and do not let large amounts of hay, feed or organic debris pile up at the water’s edge.
Alternative watering systems need maintenance, too. Check troughs for algae, manure, drowned animals and other contamination. Install wildlife escape ramps in tanks so birds and small animals can climb out instead of drowning and fouling the water.
Be cautious about treating a pond on your own. Some owners use copper sulfate and other algaecides for algae control, but improper treatment can create new problems. Killing a large amount of algae or aquatic vegetation at once can deplete dissolved oxygen as the material decomposes, which can lead to a fish kill. Treatment may also release toxins from affected cyanobacteria into the water. Base any chemical application on proper identification and professional recommendations, not guesswork.
Livestock should always have enough water for the weather, their size and their stage of production. Demand rises sharply in hot weather, and a pond that barely meets the herd’s needs in spring may fall short in August. Check the source regularly instead of waiting for cattle to gather around a muddy shoreline.
Ponds can fool you. Crystal-clear water isn’t always safe, and a green pond doesn’t always mean toxic algae. Regular observation, testing and prevention are the best ways to keep a pond safe for your herd.
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