
The anonymous cow - the 'old faithfuls' on every farm
A cow's resilience is heritable, ranging from 0.01 to 0.2 heritability, an American-based study on cow stress responses has found.
The findings of the study, which was conducted by Ms Fiona Louise Guinan, a PhD fellow at the University of Wisconsin-Madison presented her findings at the BSAS (British Society of Animal Science) conference this April.
Ms Guinan's presentation on her study 'Dairy cow resilience: data-driven detection and quantification of perturbations using daily milk weights,' received the 'Developing Talent Award' for her approach of utilizing precision technology and animal health science to support improved welfare and productivity in the dairy sector at the conference.
The concept of Ms Guinan's study aimed to answer the oxymoron 'How do we identify the anonymous cow?' The cow that gives a farmer so few issues, you don't even know her tag number, she just blends in, a pure herd animal.
Ms Guinan cited in her presentation an American legend by the name of 'Granny,' the Holstein cow that held the national lifetime milk production record from 2003-2020, who produced 458,616 lbs of milk in her lifetime, but went relatively unnoticed by the farmers who milked her until she received her award.
Ms Guinan's study aimed to try to identify these anonymous cows, the herd's 'old faithfuls', through her monitoring of daily milk weights.
The study
Ms Guinan used data already at the fingertips of many farmers, milk data, health, and breeding records.
This study contained an eye-watering 410 million individual daily milk weight records, 37.8 million test day records, 4.4 million health records, and 5.5 million breeding records. These records represented 702,861 cows within 312 herds in 37 states across the US.
US dairy herds typically segregate their cattle in pens based on factors such as parity, lactation stage, calving age, and milk production. With this pen structure, Ms Guinan monitored animals in smaller groups while also monitoring localised perturbations or challenges experienced by the cow on a pen basis.
Perturbations mainly came in the form of environmental challenges to the cow through extreme weather events or illness in the shed. To help quantify resilience, Ms Guinan first investigated consistency in the cows.
Observing lactation curves based on expected and observed daily milk weights, Ms Guinan was able to identify consistent cows amongst the large population being observed. The consistent cows observed less variation between the expected and observed lactation curves throughout the study, even when experiencing perturbations.
The inconsistent or 'troublemaker' cows had their milk production vary a lot throughout their lactation period. Based on the occurrence of perturbations, the inconsistent cow's lactation curve dropped before correcting itself, days or sometimes weeks later.
Consistent cows have fewer health problems, increased longevity, and are more labour efficient,' Ms Guinan explained with animal consistency scoring moderately in heritability at 0.24.
On the back of consistency, Ms Guinan went on to explain resilience in the context of her study. 'Resilience is the bounce back to normal functioning after a disturbance occurs.'
To quantify resilience, Ms Guinan again monitored the expected and observed milk curves, focusing specifically during periods where perturbations occurred. She 'investigated 40 different combinations of severity and duration, ranging from at least a 3% difference between the observed and expected milk production to at least 7% difference in milk yield loss and severity, ranging from at least three days to at least 10 days.'
The top six most resilient cows in the study lost little to no milk during perturbation periods. However, the six least resilient cows experienced 30% milk loss during the same periods, with Ms Guinan concluding, 'the greater the challenge level, the more resilience is expressed.'
'Resilience is heritable, ranging from 0.01 to 0.2 depending on the challenge level and the duration,' she said as a take-home message for the attendees of the conference. A farmer can identify a period and level of perturbation using their cows' daily milk weights, with cows responding differently at the pen level.
Subsequent findings of the study found that the more consistent and resilient cows had a positive correlation with milk production and health traits, while the least resistant cows displayed lower health traits, fertility, and generally lower predicted transmitting ability (PTA).
With the Netherlands already having implemented a resilience index on their herd profiles and US farmers being interested in obtaining animal scores to highlight their anonymous resilient cows, particularly as Ms Guinan explained with the 'lower trained labour availability,' also being experienced in the US as well as Ireland maybe a resilience sub-index may be the next criteria to appear on EBI profiles for Irish herds.
Read More
ICBF TB scoring – What farmers need to know
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


Irish Independent
2 days ago
- Irish Independent
New initiatives needed to protect marine migration, says Irish scientist involved in global study
However, current targets on designating marine protected areas (MPAs) are not enough to halt biodiversity loss, and other measures will need to be taken, a study involving six Irish scientists showed. Named MegaMove, the sharing of data by nearly 400 scientists from over 50 countries informed the UN-backed global research, which is published in the journal Science on the eve of UN World Oceans Day tomorrow. Dr Mark Jessopp, one of six Irish-based scientists involved, all from University College Cork (UCC), said the study was the first of its type in terms of scale. 'The study's goal was to identify areas used by marine megafauna for important behaviours like foraging, resting or migratory corridors, and these areas and behaviours can only be found based on their tracked movement patterns,' he said. We will need a range of initiatives, such as changing shipping lanes and restricting some types of commercial fishing gear Dr Jessopp has expertise in the puffin, classified as endangered in Europe, which can fly vast distances from Ireland across the Atlantic in winter. The epic migration makes the birds vulnerable to a range of impacts outside Irish waters, and the study highlights the vital role of international co-ordination. Similar approaches could be taken to other marine megafauna frequenting Irish waters, such as whales and basking sharks, already protected here, and other seabirds, Dr Jessopp said. The combined research, he added, 'outlines the most important locations for 30pc area protection for global marine megafauna species, ranking them based on the largest number of species using areas for important behaviours'. 'It shows that the EU target for designating 30pc of MPAs by 2030 is a good start, but we will need a range of other initiatives, such as changing shipping lanes, restricting use of some types of commercial fishing gear and restricting placement of offshore wind projects,' Dr Jessopp said. MPAs for conservation of marine species and habitats cover 8pc of the world's oceans, which the UN High Seas Treaty wants to expand to 30pc. ADVERTISEMENT The blue sharks we tracked from Cork migrated south into the Bay of Biscay … and as far as the Canary Islands Dr Tom Doyle, also a contributor, said the study is important for Ireland in view of 'the fair share of large migratory species that use our waters'. 'For example, blue sharks migrate thousands of kilometres and can cross many different EEZs [exclusive economic zones]. The blue sharks we tracked from Cork migrated south into the Bay of Biscay, the Azores and as far as the coastal waters of Morocco and the Canary Islands,' Dr Doyle said. 'This presents a challenge for area- based conservation in terms of where to best place MPAs. 'Results from this study suggest that our animals spend most of their time in EEZs, so enhancing protection within areas of national jurisdiction and as part of a network of MPAs is one of the quickest ways to help our blue sharks and other species.' The other UCC scientists involved in the international study were Professor John Quinn, Dr Ashley Bennison, Dr Michelle Cronin and Luke Harman.


Irish Examiner
2 days ago
- Irish Examiner
Japanese lunar lander crashes while attempting touchdown on the Moon
A private lunar lander from Japan crashed while attempting a touchdown on Friday, the latest casualty in the commercial rush to the Moon. Tokyo-based company ispace declared the mission a failure several hours after communication was lost with the lander. Flight controllers scrambled to gain contact, but were met with only silence and said they were concluding the mission. Communications ceased less than two minutes before the spacecraft's scheduled landing on the Moon with a mini rover. Until then, the descent from lunar orbit seemed to be going well. People await the update on the private lunar lander's attempt to touch down on the Moon (Kyodo News via AP/PA) Takeshi Hakamada, ispace chief executive officer and founder, apologised to everyone who contributed to the mission, the second lunar strikeout for the company. Two years ago, the company's first moonshot ended in a crash landing, giving rise to the name Resilience for its successor lander. Resilience carried a rover with a shovel to gather lunar dirt as well as a Swedish artist's toy-size red house for placement on the Moon's dusty surface. Company officials said it was too soon to know whether the same problem doomed both missions. 'This is the second time that we were not able to land. So we really have to take it very seriously,' Mr Hakamada told reporters. He stressed the company would press ahead with more lunar missions. A preliminary analysis indicates the laser system for measuring the altitude did not work as planned and the lander descended too fast, officials said. 'Based on these circumstances, it is currently assumed that the lander likely performed a hard landing on the lunar surface,' the company said in a written statement. Long the province of governments, the Moon became a target of private outfits in 2019, with more flops than successes along the way. Takeshi Hakamada apologised for the mission's failure (Kyodo News via AP/PA) Launched in January from Florida on a long, roundabout journey, Resilience entered lunar orbit last month. It shared a SpaceX ride with Firefly Aerospace's Blue Ghost, which reached the Moon faster and became the first private entity to successfully land there in March. Another US company, Intuitive Machines, arrived at the Moon a few days after Firefly. But the tall, spindly lander face-planted in a crater near the south pole and was declared dead within hours. Resilience was targeting the top of the Moon, a less treacherous place than the shadowy bottom. The ispace team chose a flat area with few boulders in Mare Frigoris or Sea of Cold, a long and narrow region full of craters and ancient lava flows that stretches across the near side's northern tier. Plans had called for the 7.5ft Resilience to beam back pictures within hours and for the lander to lower the piggybacking rover onto the lunar surface this weekend. Made of carbon fibre-reinforced plastic with four wheels, ispace's European-built rover — named Tenacious — sported a high-definition camera to scout out the area and a shovel to scoop up some lunar dirt for Nasa. The rover was going to stick close to the lander, going in circles at a speed of less than one inch per second.


Irish Independent
3 days ago
- Irish Independent
Private Japanese lunar lander heads towards touchdown in the
©Associated Press A private lunar lander from Japan is closing in on the Moon, aiming for a touchdown in the unexplored far north with a mini rover. The Moon landing attempt by Tokyo-based company ispace on Friday Japan time is the latest entry in the rapidly expanding commercial lunar rush. Register for free to read this story Register and create a profile to get access to our free stories. You'll also unlock more free stories each week.