Contents
Overview
Heat Load
Index
Accumulated Heat Load Units
Equations
Risk
Analysis Program
Forecast
Overview
A weather forecasting system was
developed by Katestone Environmental to
assist in warning feedlot operators of
impending adverse weather conditions that
could lead to excessive heat loads for
feedlot cattle. The development of this
system was funded by Meat and Livestock
Australia. The forecasting system covers
locations where Bureau of Meteorology
automatic weather stations (AWS) are
located.
This forecasting system was originally
based on the calculation of the Temperature
Humidity Index (THI), previously developed
as an indicator of human comfort. Later
studies on cattle heat stress (Gaughan et
al., 2002) indicate that a new Heat Load
Index (HLI) was a better indicator of
cattle heat stress than the originally used
THI. These studies also found that the
number of hours that the HLI was above a
threshold (89) was also a good indicator of
accumulated heat load in cattle. The
studies also found that if the HLI fell
below 77 for a number of hours then the
cattle would be able to recover somewhat
from the heat stress. Further studies have
indicated that the Accumulated Heat Load
Unit (AHLU), a parameter obtained by
accumulating the number of hours the HLI
exceeds a certain threshold, is indicative
of the heat stress in feedlot cattle.
The ability of cattle to tolerate heat
load varies depending on factors such as
cattle breed, health status, coat colour,
degree of finish, and pen conditions (i.e.
whether the pen is shaded or unshaded and
the manure management practices employed).
For this reason the threshold at which heat
load starts to accumulate also varies
depending on these factors.
The Katestone Feedlot Cattle Heat Load
Forecast Service provides a forecast for 17
sites throughout Australia, giving the
expected HLI, and the AHLU at four
threshold levels. A Risk Analysis Program
(RAP) is provided to allow feedlot
operators to calculate the AHLU threshold
that they should use in reading the
forecast. This RAP also calculates the risk
of excessive heat load events for their
operation. In addition, the HLI calculator
and the AHLU calculator may be used with
local data to give results for individual
feedlots.
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Heat Load Index
There are a number of climatic
conditions that may predispose feedlot
cattle to high body heat loads,
including:
- A recent rain event
- A high ongoing minimum and maximum
ambient temperature
- A high ongoing relative humidity
- An absence of cloud cover with a high
solar radiation level
- Minimal air movement over an extended
period (4-5 days)
- A sudden change to adverse climatic
conditions
It is usually a combination of some or
all of these conditions that leads to an
excessive heat load event, which may result
in cattle deaths if conditions persist for
a number of days.
A new index – the Heat Load Index
(HLI) – has been developed as an
indicator of the environmental heat load
placed on cattle. The use of black globe
temperature in this index, rather than
ambient temperature, takes into account
radiation effects as well as air
temperature. The new HLI has been tested
and proves to be a good indicator of
physiological stress.
The HLI calculator allows users to input
site specific meteorological data to
determine an HLI value. Instructions for
using the calculator are included.
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page.
Accumulated Heat Load Units
(AHLU)
The concept of Accumulated Heat Load
Units has been developed to give some
indication of the amount of heat that is
accumulated by an animal when it is exposed
to environmental conditions that are above
its ability to maintain thermoneutral
conditions, (i.e. for every hour that an
animal is above its threshold HLI value, it
will gain heat) and this additional heat
load accumulates over time and is reflected
as an increase in body temperature. While
it is a normal physiological response for
animals to gain heat during the day and
dissipate this accumulated heat to the
environment at night, if this heat loss is
not possible at night the animal carries
forward a heat load to the following day
and is more susceptible to the effects of
subsequent heat load.
There are three aspects in determining
the potential for heat stress in feedlot
cattle:
- Firstly, there is a time effect,
(i.e. the number of consecutive days that
cattle are exposed to some accumulated
heat load in excess of 25 units, even
where they receive night time relief).
This appears to be a major determinant in
terms of susceptibility to the effects of
subsequent excessive heat load
events.
- Secondly, there is an intensity
effect. Feedlot cattle are highly
vulnerable where there is a rapid onset
(over 4 – 7 hours) of an extreme
heat event where the HLI exceeds 100
units. Under these conditions cattle are
highly vulnerable even where the
Accumulated Heat Load Units are not
excessive (e.g. 25 - 50 units).
- Thirdly, feedlot cattle are very
susceptible where they don't have the
opportunity to dissipate their
accumulated heat load during the night or
have the opportunity to recover
sufficiently, and enter the next day with
a pre-existing heat load. This is
reflected as a ramping up of accumulated
heat load units over subsequent
days.
The AHLU calculator allows users to
input the HLI or climate data for their
site to determine the AHLU values.
Instructions for using the calculator are
included.
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Equations
Details of the equations used in the
calculation of HLI and AHLU are given here
for information. They are also included in
the instructions for using the
calculators.
The formula used to calculate the Black
Globe Temperature (BGT) is:

The formula used to calculate the HLI is
as follows:
if BGT < 25° C
HLI = 10.66 + 0.28 * RH + 1.3 * BGT -
WS
if BGT > 25° C
HLI = 8.62 + 0.38 * RH + 1.55 * BGT -
0.5 * WS + exp ( 2.4 - WS )
Where T = temperature (°C), SR =
solar radiation (W/m²), RH = relative
humidity (%), WS = wind speed (m/s),
exp(...) is the exponentiation
function.
In order to calculate the Accumulated
Heat Load, several parameters are
required:
- The Heat Load Index (HLI)
- Upper limit of the Thermoneutral Zone
(UL)
- Lower limit of the Thermoneutral Zone
(LL)
- Interval (in hours) between
successive HLI estimates (T)
The Lower Limit is fixed at a value of
77. The Upper Limit is variable and depends
on factors such as:
- Stock characteristics
- Pen management practices
- Mitigation measures
and must be determined for a specific
feedlot and stock characteristics. The
formula used to calculate the AHLU is as
follows:
if HLI > UL
Excess = HLI - UL
if HLI < LL
Excess = HLI - LL
else
Excess = 0
if Excess > 0
New_AHLU = Old_AHLU + Excess * T
if Excess < 0
New_AHLU = Old_AHLU + Excess * T / 2.0
else
New_AHLU = Old_AHLU
The upper limit of the thermoneutral
zone can be found using the HLI
calculator.
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Risk Analysis Program (RAP)
The ability of cattle to tolerate heat
load varies depending on factors such as
cattle breed, health status, coat colour,
degree of finish, and pen conditions (i.e.
whether the pen is shaded or unshaded and
the manure management practices employed).
For this reason the threshold at which heat
load starts to accumulate also varies
depending on these factors.
For the purposes of forecasting, various
heat load thresholds have been incorporated
to account for these factors. The RAP is
used to calculate the HLI threshold to use
for your particular operation. If the
threshold you calculate for your operation
falls between the values utilised in the
forecasts, you will have to estimate the
results for your situation by interpolating
between the forecast values.
The RAP also gives an assessment of the
risk of heat load events based on the site
specific data entered and historical
climatic data.
Instructions for using the RAP are
available here.
Understanding the
Forecast
Forecasts are available for 17 locations
where there are automatic weather stations.
These have been used in past seasons and
have given reliable data. It is intended to
increase the number of locations in future
seasons, and at present data is being
collected and evaluated from a large number
of additional weather stations.
Users may select a site close to their
location from the lists on the Heat Load
Forecasts page. Chosen site forecast pages
can be bookmarked so that they can be
revisited easily without going through the
selection process every time.
The forecast lists the HLI maximum and
minimum values for out to 6 days ahead.
The AHLU corresponds to the predicted
amount of heat load accumulated in the
cattle that has developed during the day.
When looking at these values first select
the relevant heat load threshold for your
operation, as calculated using the RAP. The
AHLU reported in the forecasting is based
on an understanding of the previous few
days calculated AHLU along with the
forecast. The AHLU reported in the forecast
is a level of risk which is based on the
following categories:
| AHLU |
Heat stress indicator |
Cattle indications |
|
0-20
|
Low risk
|
No stress or panting score 1
|
|
20-50
|
Medium risk
|
Panting score 1-2
|
|
50-100
|
High risk
|
Panting score 2-4
|
|
Over 100
|
Extreme risk
|
Panting score 4
|
The rainfall gives an indication of the
rainfall that is likely to be received in
the region. It is very difficult to
forecast rainfall distribution
(particularly summer storm rain) accurately
for a particular location. For this reason,
it should be noted that the rainfall
predictions are Bureau of Meteorology
regional forecasts, and may not necessarily
relate specifically to your site.
If you have received rain, the forecast
HLI for your site may be underestimated
(due to the increased relative humidity at
your site) and therefore particular care
should be taken and cattle monitored
regularly.
Additional
Information
Further information on recognising and
managing heat stress in feedlot cattle is
available in the MLA Tips and Tools
publication ‘Heat load in feedlot
cattle 2002’ available through the
MLA Producer Hotline – 1800 155
900.
Further information or assistance with
the forecast service is available from Des
Rinehart, MLA Feedlot R&D Project
Manager. Phone (07) 5464 2277 or email
drinehart@mla.com.au.
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