Dairy R&D in SA

Title Date Discipline Extract Keywords
AUTOMATED BODY CONDITION SCORING Feed sources and Nutrition

Body condition scoring (BCS) is a subjective manual method based on experience of individuals to assess fat reserves in the cow, of value to milk production, re-conception, regaining reserves and feeding. This is normally done at intervals to assist in monitoring loss and gain in body condition to ensure expected milk production, optimal health, conception and ease of calving.

automated cow body condition scoring, Convolutional Neural Network, computer vision, ensemble modelling, sensor fusion, precision livestock, data augmentation.
WATER COURSE BUFFER ZONES FOR DAIRY FARMS.

Dairy farming is a water-intensive land use and one which can degrade water quality. Examples of potential impacts include:

land use, buffer zone, water quality, management interventions.
GENOTYPE X ENVIRONMENT INTERACTION IN HOLSTEINS.

M. van Niekerk, a student from South Africa, reported genotype x environment interaction in SA Holstein dairy cattle, clear differences being seen in genetic parameters between herds using a total mixed ration (TMR) or pasture-based system. Specifically, genotype by environment interaction for persistency of production between the two production systems were indicated with genetic correlations for the first three lactations of below 0.64 throughout.

genotype x environment interaction, Holsteins, TMR, pasture-based, rainfall.
FACETS OF PROJECT ON PROBIOTIC YOGURT TO COMBAT LISTERIOSIS AND CANDIASIS Food Safety and Quality
  1. Viability of Bifidobacterium species in probiotic yoghurt as influenced by reducing agents.
probiotic yoghurt, Bifidobacterium, health benefits, prebiotics, inulin, oxidative stress.
INVESTIGATION INTO ALTERNATIVE AND AUTOMATED RECORDING OF BCS IN COWS Market and Techno-economic Research

The camera frame was deployed at the University of Pretoria experimental farm. The frame was placed over the crush above the weighing platform. Three 3D cameras were used to capture the cow body from different angles – top, rear, angled – in order to obtain enough body information. During the course of the investigation several changes were made to the system and the data collection procedure to ensure the process went smoothly and as much of the collected data was accurate and usable as possible.

BCS, 3D scan, Jetson Nano computer, sorting gate, cows
RECENT ESTIMATES OF GREENHOUSE GAS EMISSIONS (GHG) OF DAIRY CATTLE Environment

Cattle in South Africa produced a total of 35.37 million tonnes (Mt) of carbon dioxide equivalent (CO2 e) emissions in 2019, inclusive of emissions from pasture, range and paddock. Methane (CH4) from enteric fermentation accounted for 64.5% of the total emissions followed by emissions from pasture, range and paddock (27.7%). Manure management contributed 4.34% of N2O (nitrous oxide) to the total emissions while this source also produced 3.45% of CH4 emissions.

methane, nitrous oxide, enteric fermentation, manure management, pasture, range and paddock
EFFICIENCY MEASURES ANALYSED FROM AMRS DATA Market and Techno-economic Research

The efficiency of milk production of dairy cows has been a common point of discussion among dairy farmers, veterinarians, feed and breeding consultants. Whereas there are different ways of expression, it primarily should be a financial metric of the value of product(s) produced in relation to the production cost of all product(s). For dairy cows this mainly includes milk production income in relation to the feed cost to produce milk. For the lifetime efficiency the beef production income of cows should probably also be included.

automatic milk recording system, efficiency measures, milk yield, liveweight, Kleiber ratio, component value
PREVALENCE OF MASTITIS ORGANISMS IN PASTURE-BASED AND TMR SYSTEMS.

In recent years, there has been an increase in the prevalence of environmental pathogens as a cause of within udder infections in dairy cattle. Increases in prevalence could potentially be ascribed to improved control methods for contagious pathogens, difficulties in controlling pathogens from an environmental reservoir and the ability of Streptococcus uberis and Escherichia coli to persist in the udder. Streptococcus uberisshowed an increase in prevalence over an 11-year study period (1996–2007) in South African dairies.

AN INVESTIGATION INTO TAKE-OFF TIME IN MILKING MACHINES.

The preservation of the teat canal is crucial for udder health, as the main route for bacterial infection is via the teat canal. Milking machines differ in layout and settings and continue to be a challenge to the primary immune system of the bovine udder namely the teat canal. Different levels of teat end vacuum during machine milking may influence milking performance and teat condition. When there is little or no milk flow the vacuum at the teat end increases to that in the milking machine system.

DEVELOPING ANALYSIS SUPPORT FOR VALUE-ADDITION TO AUTOMATED SYSTEMS.
  1. A newly developed system of obtaining Dairy Cattle farm-recorded data from automated systems to be used for biological and economic benchmarking as well as future genetic merit predictions

     by DA Kruger, RR vd Westhuizen & D Victor, SA Stud Book, Bloemfontein, South Africa.