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Data Truths — How Data Helps with Decision Making

Data Truths — How Data Helps with Decision Making

Farming technologies have come a long way in the last two centuries. Modern agriculture has witnessed a technology boom that farmers a century ago would scarcely recognize.

Technological advancements allow today’s farmers to work much more efficiently than those in the past. Soil sensors gauge soil moisture levels and send alerts when irrigation is needed. Today’s combines have a larger capacity and utilize tailored software to relay information like yield and moisture levels to the farmer in real time during harvest.

Through the use of aerial imagery from satellites and drones to GPS-supported technologies such as autosteer and site-specific spray prescriptions, farmers are able to make more informed decisions, leading to profitability while reducing their environmental footprint.

Collecting this much data creates another problem — what to do with it and how to manage it. Data related to soil composition, historical yield trends and inputs can be overwhelming. The checkoff is working to solve this problem with research that provides solutions to help farmers better utilize and manage data, ultimately leading to greater farm profitability.

“We try to make good use of our data,” says Laurie Isley, a soy checkoff farmer-leader from Michigan. “We do regular soil testing on our farm, so we have a deep understanding of our farm’s soil health, and we make our fertilizer decisions based off the results. We also use precision technology and data points to help us ensure we only apply nutrients when the soybean plant needs it so it’s not wasted.”

Isley farms in the Maumee River watershed, part of the larger Lake Erie watershed in Southeast Michigan. The region is not immune to water quality issues. Keeping nutrients on the land and out of the waterways is an environmental concern she takes seriously.

“We generally have sandy soil on our farm,” Isley says. “We use data to show us where and how we can make the soil the best for our crops. We also use other management tools like cover crops to help keep the soil in place. We have a crop growing on our land 12 months a year.”

Tony Mellenthin, a soy checkoff farmer-leader from Wisconsin, agrees, saying, “Data collection is one of the most important tools we have to make decisions on the farm moving forward. From yield maps and collecting to tillage maps, we use data to make decisions that maximize our bottom line.”

Mellenthin also points out that yields are critical to profitability.

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Trending Video

What Happens When Pigs Adapt to High Soybean Meal Diets? - Gustavo Lima

Video: What Happens When Pigs Adapt to High Soybean Meal Diets? - Gustavo Lima



In this special rerun episode of The Swine Nutrition Blackbelt Podcast, Gustavo Lima, PhD candidate in Animal Science at Iowa State University, discusses how grow-finish pigs respond to high soybean meal diets. He explains the initial drop in feed intake, changes in backfat, later adaptation, energy efficiency, amino acid utilization, and the rise in nitrogen excretion at higher inclusion levels. Listen now on all major platforms!

Click here to read the full research article: https://academic.oup.com/jas/article/...

“Once they got adapted to the diet, they can handle higher levels of inclusion of soybean meal.”

Meet the guest: Gustavo Lima / gustavo-lima-a9867127 is a PhD candidate in Animal Science at Iowa State University whose work focuses on swine nutrition, ingredient characterization, energy metabolism, caloric efficiency, and applied data analysis. With more than 15 years of experience in swine production across Latin America, Gustavo also brings expertise in environmental control, performance evaluation, barn ventilation, and grow-finish housing. Learn more from Gustavo Lima on The Swine Nutrition Blackbelt Podcast, available on all major platforms.