Unlock the Power of AI in Cow Monitoring
Training AI for Precise Calving Detection
The development of this AI system presented significant challenges. In the initial stages, the accuracy of detecting calving behaviors was low, leading to many false notifications. However, through the collection of vast amounts of data and repeated AI learning, along with the creation of appropriate alarm logic, performance has improved significantly. The latest demonstrations show a remarkable 95% detection accuracy for characteristic calving behavior. Training began in fall 2021, and the company continues to enhance the system by increasing the number of analyzed behavioral patterns. This not only reduces the physical burden on farmers but also secures human resources on farms.In the future, Nikon aims to expand this system to monitor not only cows but also other livestock. By leveraging AI and image analysis technology, the company hopes to contribute to reducing the workload of livestock farmers and improving overall farm management.
For example, in Japan, where 100-cow operations are common, the system is being fine-tuned to meet the specific needs of local farms. With the ability to increase the number of cameras and develop new recognition systems, Nikon is paving the way for more efficient and accurate livestock monitoring.
Near-Instant Recommendations through AI
In the agriculture industry, computer programs are increasingly analyzing large amounts of data to make more informed management decisions. Livestock wearables have been used for decades to collect data and monitor herd productivity and health. AI takes this a step further by collecting and analyzing data in real time, providing near-instant recommendations.Dairy is at the forefront of using wearable collars and tags. Instead of relying on manual heat detection, AI can track a cow's activity and identify signs of heat. This not only saves time but also improves the efficiency of barn management.
Paul Koffman, executive director of livestock technology solutions for Merck Animal Health, emphasizes that technology is not replacing labor but enhancing it. By using AI to identify specific cows, farmers can perform tasks more effectively and efficiently.
Leveraging Multiple Sources with AI
AI's power lies in its ability to combine information from multiple sources. Nedap believes in partnerships and integrations across technology suppliers to create greater value for farmers. By fine-tuning available sensors and tapping into other industries' technologies, AI software can provide a broader set of inputs for stronger algorithms.Tara Baker, North American marketing manager for Nedap, explains that this allows for a more comprehensive look at farm operations and provides more accurate outputs. However, AI is only as strong as its development, and it requires continuous learning and improvement.
Merck's Paul Koffman also sees AI as part of the company's overall animal health approach. By monitoring animals and identifying potential issues early, farmers can take appropriate actions to improve animal health and productivity.
Power Beyond Production with AI
Data management and AI can generate alternative income streams and provide information that end users require. Producers are using data to create sustainability scores that are in demand by processors and food sector players.Dairy, in particular, has a story to tell about its stewardship practices. By leveraging AI-powered technology, farmers can track and optimize these practices, providing added value to the supply chain. This not only benefits the environment but also enhances the reputation of dairy products.
Tara Baker notes that while 10 or 15 years ago, tracking these practices was difficult, now more processors are demanding this information. AI-powered tech is helping farmers meet these requirements and create new value streams.
UK Wheat Area Set to Rise in 2025
In a separate statement last week, the Agriculture and Horticulture Development Board (AHDB) revealed that the UK wheat area will increase by 5.4% in 2025. Last year's crop had a reduced planted area due to adverse weather. This shows the potential for growth in the UK wheat sector.US Winter Wheat Crop Conditions
In the US, as of Nov. 18, 49% of the winter wheat crop was in good or excellent condition, up from 44% a week earlier. The Department of Agriculture is scheduled to release its weekly crop progress report this afternoon. This provides valuable insights into the current state of the US winter wheat crop.Wheat Futures and Other Commodities
December delivery wheat futures dropped 8½¢ to $5.56 1/4 a bushel overnight on the Chicago Board of Trade. Kansas City futures also lost 9¢ to $5.56½ a bushel. Meanwhile, corn futures for December delivery were down 1¾¢ to $4.33½ a bushel. Soybean futures for January delivery rose 3¢ to $9.86½ a bushel. Soymeal increased by $2.50 to $294 a short ton, and soy oil added 0.28¢ to 42.12¢ a pound. These fluctuations in different commodity futures highlight the complex nature of the agricultural market.Cattle on Feed and Market Movements
The number of cattle and calves on feed at the beginning of the month showed a narrow increase. As of Nov. 1, about 11.986 million head were on feed, up from 11.956 million a year earlier. In October, roughly 2.286 million cattle were placed on feed, a 5% increase from the same month last year. Fed cattle marketings totaled 1.845 million head, also a 5% increase. Texas led the US with 2.88 million cattle and calves on feed at the start of November, down 1% annually. Nebraska was second with 2.59 million head, up 2% year over year, and Kansas followed with 2.415 million head, down 4%. Placements in October were led by Nebraska with a 2% annual increase, followed by Kansas with a 10% gain and Texas with a 7% increase. These details give an overview of the cattle on feed market and its trends.Winter Weather Persisting in Northern US
The National Weather Service predicts that winter weather will continue in parts of northern Minnesota, Wisconsin, and the Upper Peninsula of Michigan. In northern Minnesota, another 2 inches of snow is expected on top of the existing snowfall, resulting in a total accumulation of about 6 inches. Tonight, temperatures will drop into the single digits in much of northwestern Iowa, southwestern Minnesota, northeast Nebraska, and central South Dakota. This wintry weather is expected to last through the Thanksgiving holiday weekend, affecting the region's weather and potentially having implications for various activities.Uncover the Hidden Stories of Farming and Life
"The Way I Heard It" by Mike Rowe
From Mike Rowe's podcast of the same name, this book is a treasure trove of Paul Harvey-type stories. It presents interesting people and historical events from a fresh vantage point. The 35 short stories are enhanced with extra commentary by Rowe, who shares his personal memories and life experiences. These tales transport us to different eras and give us a new understanding of the world.
Imagine being able to step into the shoes of those who have shaped history through their stories. Rowe's book allows us to do just that, opening our eyes to the hidden aspects of life.
"40 Chances: Finding Hope in a Hungry World" by Howard Buffett
It is widely known that most farmers have 40 growing seasons in their careers. Howard Buffett's book tells the remarkable story of the lessons he learned as a farmer and a philanthropist. His work in fighting food scarcity and world hunger is truly inspiring.
Through his experiences, Buffett shows us the importance of perseverance and the power of hope in the face of adversity. His story serves as a reminder that we all have a role to play in making the world a better place.
"Land Rich Cash Poor" by Brian Reisinger
As a fourth-generation farmer, Brian Reisinger uses his family farm as a backdrop to tell a larger story facing farmers in America today. By presenting current data, historical analysis, and interviews with modern farming's champions and critics, he paints a vivid picture of the current issues facing agriculture.
Reisinger's book challenges us to take action before it's too late. It shows us the need for innovation and change in the farming industry to ensure its sustainability for future generations.
"Fifty Years of Disruptive Innovation" by John Kinzenbaw
This is the story of how an Iowa farmer and inventor created Kinze Manufacturing, one of the largest privately held farm equipment manufacturers in the world. Released to commemorate the company's 50th anniversary in 2015, the book is filled with many pictures from the Kinze archives.
It showcases the power of innovation and determination in the farming industry. Kinze's journey from a small family business to a global powerhouse is a testament to the hard work and vision of its founders.
"You Can't Dream Big Enough" by Orion Samuelson
If you grew up on a farm in the Midwest, you likely know the name and voice of Orion Samuelson. In his memoir, "Big O" shares stories from his childhood in Wisconsin to his travels around the country and the world, telling the story of American agriculture.
Along the way, he shares some of his famous "Ole and Lena" jokes, adding a touch of humor to his narrative. Samuelson's story inspires us to dream big and pursue our passions.
"Driving Home Naked: And Other Misadventures of a Country Veterinarian" by Melinda McCall, DVM
Dr. McCall takes us on an emotional journey through her life as a large-animal vet in rural Virginia. In her truck, she and her all-female veterinary practice face numerous obstacles and challenges.
Her story is both heartfelt and enlightening, as she shares the joys and hardships of her profession. It gives us a glimpse into the world of veterinary medicine and the important work these professionals do.
Grounded Journals
Would you rather write a book than read one? With Grounded Journals, you have the opportunity to create the story of how your farm, business, or family has grown. There are versions available for crop farms, dairy farms, diversified farms, ranches, entrepreneurships, or simply an overall memoir.
These journals provide a unique way to document your journey and preserve your memories. They allow you to reflect on your past and look forward to the future with a sense of purpose.