novel approaches to expression and detection of oestrus in dairy cows
novel approaches to expression and detection of oestrus in dairy cows novel approaches to expression and detection of oestrus in dairy cows
The results are presented in Figure 4.7: a) stationary cow, b) general cow movement without any changes in height and c) cow displaying changes in height; stepping into the cubicle, lying down and then standing up again before walking off. Results from this series of tests show positive results that cow position can be monitored using UWB. Slight changes in height such as stepping into cubicles (an increase of approximately 20cm) can be detected by UWB as well as major changes in height such as lying down (approximately 50cm height change) which can also be identified by UWB. a Error spikes b Error spikes Cow remains stationary Mobile cow c Standing in cubicle Standing Error spikes in this last section Figure 4.7 a) Showing one cow remaining stationary throughout recording, b) Showing a mobile cow without prominent height changes, although fluctuations in height occur due to general movement Lying down Out of cubicle and walking and c) Cow displaying changes in height; standing in cubicles, lying down (accompanied by a decrease in height) and then standing and walking (shown by height increasing) In conclusion, centimetre accuracy can be demonstrated in the horizontal axes, and better than decimetre accuracy can be achieved in the vertical axis. Loss of line of sight has been shown to cause spikes and deterioration in signal quality, although these can be removed when analysing the UWB data. Obstructions; steel structural beams, machinery and robotic milkers are no problem for the signal, when BUs are set up in optimal geometry 88
which is most important for achieving good signal quality and accurate positioning. Spikes and error are attributed to poor geometry. 4.2.2 Constellation Development To overcome problems of accuracy and signal quality arising from poor geometry of the BUs an optimal network of BUs was installed in permanent positions to span the area covering 2 pens of approximately 40 cows. Figure 4.8a) and -b) depict the BU set up; a) showing the 6 BUs around the barn perimeter and b) the 2 BUs in the roof, essential for the height component of UWB. Figure 4.8 shows the UWB BU network in their exact, fixed positions which are the optimal positions for best signal coverage in the concerned area. These known coordinates are entered into the computer, and form the basic network in which MUs will then calculate their position. Figure 4.9 complements Figure 4.8 by showing areas of better and worse coverage; blue shows where there is good signal through to red which are areas of poor signal coverage. Accuracy of geometry is measured by the dilution of precision (DOP) in the horizontal (H) and vertical (V) dimensions in the HVDOP diagram (Figure 4.9). The dilution of precision indicates the potential accuracy of positioning observation for the given BU network; the higher the DOP value the worse the accuracy. Figure 4.9 shows that coverage was best in the central position, where there was little interference from the structural components, but signal quality deteriorates closer to the corners, in positions close to steel doors and the building infrastructure. However, the overall coverage that the BU network provided was demonstrated to be of good quality and allowed for accurate communication and positioning by UWB. 89
- Page 53 and 54: calving), 3) pre-breeding heat date
- Page 55 and 56: 1.5.2 Physiological Changes Physiol
- Page 57 and 58: 1.5.2.3 Body and Milk Temperature T
- Page 59 and 60: physical activity and stage of the
- Page 61 and 62: caused by the general environment t
- Page 63 and 64: may be gained. This is because data
- Page 65 and 66: In summary the objective was to for
- Page 67 and 68: diet, with concentrates at milking.
- Page 69 and 70: oestrus was defined as 3 consecutiv
- Page 71 and 72: The interaction between parity and
- Page 73 and 74: individual oestrus was not signific
- Page 75 and 76: Table 2.4 The effects of the intera
- Page 77 and 78: (361 vs. 578 points, respectively,
- Page 79 and 80: oestrous expression with increasing
- Page 81 and 82: the blood (Sangsritavong et al., 20
- Page 83 and 84: CHAPTER 3 - Single Nucleotide Polym
- Page 85 and 86: population owing to previous select
- Page 87 and 88: Table 3.1 Cont. Follicle Stimulatin
- Page 89 and 90: 3.2.4 Sequencing of DNA in the Labo
- Page 91 and 92: was achieved. PCR products were rem
- Page 93 and 94: 3.4 DISCUSSION The objectives of th
- Page 95 and 96: fertility and oestrous expression.
- Page 97 and 98: CHAPTER 4 - Development of a Novel
- Page 99 and 100: In summary UWB seems a good option
- Page 101 and 102: Initial tests were carried out to i
- Page 103: Therefore this demonstrates that X
- Page 107 and 108: Figure 4.9 Horizontal - Vertical Di
- Page 109 and 110: that UWB is matching the ‘truth
- Page 111 and 112: mounting cow. For example height ch
- Page 113 and 114: Backpack 1 st put on in AI stalls E
- Page 115 and 116: Cows’ behaviour was assessed at 5
- Page 117 and 118: or that the cows were in an area of
- Page 119 and 120: plane, but mostly in achieving high
- Page 121 and 122: Develop techniques for analysis of
- Page 123 and 124: in elastic silicone moulded over a
- Page 125 and 126: and time of mount, duration of moun
- Page 127 and 128: observed matched with increases in
- Page 129 and 130: 5.3 RESULTS Results demonstrate pos
- Page 131 and 132: Figure 5.2 Graph showing mounting b
- Page 133 and 134: Table 5.1 Results from POC 2 showin
- Page 135 and 136: Table 5.3 Efficiency and accuracy o
- Page 137 and 138: oestrus and oestrus it is clear to
- Page 139 and 140: P4 Concentration, ng/ml P4 Concentr
- Page 141 and 142: P4 Concentration, ng/ml P4 Concentr
- Page 143 and 144: P4 Concentration, ng/ml P4 Concentr
- Page 145 and 146: P4 Concentration, ng/ml P4 Concentr
- Page 147 and 148: Activity Activity Activity Activity
- Page 149 and 150: Activity Activity Activity Activity
- Page 151 and 152: Activity Activity Activity Activity
- Page 153 and 154: 5.4 DISCUSSION The aim of this work
The results are presented <strong>in</strong> Figure 4.7: a) stationary cow, b) general cow<br />
movement without any changes <strong>in</strong> height <strong>and</strong> c) cow display<strong>in</strong>g changes <strong>in</strong><br />
height; stepp<strong>in</strong>g <strong>in</strong><strong>to</strong> the cubicle, ly<strong>in</strong>g down <strong>and</strong> then st<strong>and</strong><strong>in</strong>g up aga<strong>in</strong><br />
before walk<strong>in</strong>g <strong>of</strong>f. Results from this series <strong>of</strong> tests show positive results<br />
that cow position can be moni<strong>to</strong>red us<strong>in</strong>g UWB. Slight changes <strong>in</strong> height<br />
such as stepp<strong>in</strong>g <strong>in</strong><strong>to</strong> cubicles (an <strong>in</strong>crease <strong>of</strong> approximately 20cm) can be<br />
detected by UWB as well as major changes <strong>in</strong> height such as ly<strong>in</strong>g down<br />
(approximately 50cm height change) which can also be identified by UWB.<br />
a<br />
Error spikes<br />
b<br />
Error<br />
spikes<br />
Cow rema<strong>in</strong>s<br />
stationary<br />
Mobile cow<br />
c<br />
St<strong>and</strong><strong>in</strong>g<br />
<strong>in</strong> cubicle<br />
St<strong>and</strong><strong>in</strong>g<br />
Error<br />
spikes<br />
<strong>in</strong> this<br />
last<br />
section<br />
Figure 4.7 a) Show<strong>in</strong>g one cow rema<strong>in</strong><strong>in</strong>g<br />
stationary throughout record<strong>in</strong>g, b)<br />
Show<strong>in</strong>g a mobile cow without prom<strong>in</strong>ent<br />
height changes, although fluctuations <strong>in</strong><br />
height occur due <strong>to</strong> general movement<br />
Ly<strong>in</strong>g down<br />
Out <strong>of</strong><br />
cubicle <strong>and</strong><br />
walk<strong>in</strong>g<br />
<strong>and</strong> c) Cow display<strong>in</strong>g changes <strong>in</strong> height;<br />
st<strong>and</strong><strong>in</strong>g <strong>in</strong> cubicles, ly<strong>in</strong>g down<br />
(accompanied by a decrease <strong>in</strong> height)<br />
<strong>and</strong> then st<strong>and</strong><strong>in</strong>g <strong>and</strong> walk<strong>in</strong>g (shown by<br />
height <strong>in</strong>creas<strong>in</strong>g)<br />
In conclusion, centimetre accuracy can be demonstrated <strong>in</strong> the horizontal<br />
axes, <strong>and</strong> better than decimetre accuracy can be achieved <strong>in</strong> the vertical<br />
axis. Loss <strong>of</strong> l<strong>in</strong>e <strong>of</strong> sight has been shown <strong>to</strong> cause spikes <strong>and</strong> deterioration<br />
<strong>in</strong> signal quality, although these can be removed when analys<strong>in</strong>g the UWB<br />
data. Obstructions; steel structural beams, mach<strong>in</strong>ery <strong>and</strong> robotic milkers<br />
are no problem for the signal, when BUs are set up <strong>in</strong> optimal geometry<br />
88