Field Scouting: Using Growing
Degree Days and Crop Heat Units
| Author: |
OMAFRA Staff
|
| Creation Date: |
30 April 2009
|
| Last Reviewed: |
30 April 2009
|
| Corn |
Soybeans | Forages
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Edible Beans |
| Spring and Winter Canola
| Other Crops | Soil
Management |
| Soil Fertility and Nutrient
Use | Field Scouting
|
| On-Farm Stored Grain Management
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| Insects and Pests of Field
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Pub 811:
Agronomy Guide >
Field Scouting > Using Growing Degree Days and Crop Heat Units
Excerpt from Agronomy Guide for Field Crops
Order OMAFRA Publication
811: Agronomy Guide for Field Crops
Table of Contents
Using Growing Degree Days and Crop Heat Units
Growing Degree Days
Growing degree days (GDDs) are used to estimate the growth and development
of plants and insects during the growing season. Insect and plant development
are very dependent on temperature and the daily accumulation of heat.
The amount of heat required to move a plant or pest to the next development
stage remains constant from year to year. However, the actual amount of
time (days) can vary considerably from year to year because of weather
conditions.
Each organism has a minimum base temperature or threshold below which
development does not occur. These base temperatures have been determined
experimentally and are different for each organism. GDD information can
be very useful for predicting crop and insect development. Some Ontario
crops still use the GDD system while others have moved to the crop heat
unit (CHU) system described in the next section. Field crops that still
use the GDD system are cereals (Base: 0), alfalfa (Base: 5) and canola
(Base: 5).
To calculate GDD, first determine the mean temperature for the day. This
is usually done by taking the maximum and minimum temperatures for the
day, adding them together and dividing by 2. The base temperature is then
subtracted from the mean temperature to give a daily GDD. If the daily
GDD calculates to a negative number it is made equal to zero. Each daily
GDD is then added up (accumulated) over the growing season.
Growing degree days are sometimes referred to as "degree days"
or the "degree days averaging method." Some jurisdictions also
use the term "heat units" interchangeably with "degree
days." In Ontario, the terms "growing degree days" (GDD)
and "crop heat units" (CHUs) are used independently since they
represent two very different, temperature-dependent, development models.
Growing Degree Day Equation
The GDD equation used by OMAFRA is calculated as follows:
Daily GDD = ((Tmax -Tmin) ÷ 2) - Tbase
T max = the daily maximum air temperature
T min = the daily minimum air temperature
Tbase = the GDD base temperature for the organism being monitored
Example
Maximum Temperature: 28°C
Minimum Temperature: 15°C
Pest: European corn borer (ECB)
Base Temperature for ECB: 10°C
Calculation
Daily GDD = ((28 + 15) ÷ 2) - 10 = 11.5
Therefore: 11.5 growing degree days were accumulated for that day for
the European corn borer GDD model.
There are four factors to consider when comparing GDD accumulations from
various sources or regions.
- Are the base temperatures used in the equations the same?
Different organisms have different base temperatures used to calculate
GDDs: 150 GDD at base 10 does not equal 150 GDD at base 0.
- Are the start dates for the accumulations the same?
Generally, GDD accumulations start on April 1 each year, but some insect
GDD models start at the emergence of a specific life stage. This is
referred to as a biofix.
- Are the equations used to calculate the daily GDD the same?
Many modifications to the simple GDD calculation have been developed
over the years and may be referred to generally as degree days.
- Are the temperatures used in degrees Celsius or Fahrenheit?
GDD accumulations will vary significantly, depending on whether they
are being tracked in Celsius or Fahrenheit. GDD models have been designed
specifically for use in one or the other and cannot be interchanged
without making conversions. The ECB GDD model was based on measurements
in Celsius.
|
Daily CHU Values for °C Temperature Recordings
|
Table 10-4. Daily Crop Heat Unit Accumulations
Based on Maximum and Minimum Temperatures
| Daily Recorded Minimum Temperature |
| |
(°C) |
<5 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
| Daily
Recorded Maximum Temperature |
<10
|
0
|
1
|
1
|
2
|
3
|
4
|
5
|
:
|
:
|
:
|
|
11
|
2
|
2
|
3
|
4
|
5
|
6
|
7
|
8
|
:
|
:
|
|
12
|
3
|
4
|
5
|
5
|
6
|
7
|
8
|
9
|
10
|
:
|
|
13
|
5
|
5
|
6
|
7
|
8
|
9
|
10
|
11
|
11
|
12
|
|
14
|
6
|
6
|
7
|
8
|
9
|
10
|
11
|
12
|
13
|
14
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15
|
7
|
8
|
9
|
10
|
10
|
11
|
12
|
13
|
14
|
15
|
|
16
|
8
|
9
|
10
|
11
|
12
|
13
|
13
|
14
|
15
|
16
|
|
17
|
10
|
10
|
11
|
12
|
13
|
14
|
15
|
16
|
16
|
17
|
|
18
|
11
|
11
|
12
|
13
|
14
|
15
|
16
|
17
|
17
|
18
|
|
19
|
12
|
12
|
13
|
14
|
15
|
16
|
17
|
17
|
18
|
19
|
|
|
|
|
|
|
|
|
|
|
|
|
|
20
|
12
|
13
|
14
|
15
|
16
|
17
|
17
|
18
|
19
|
20
|
|
21
|
13
|
14
|
15
|
16
|
16
|
17
|
18
|
19
|
20
|
21
|
|
22
|
14
|
14
|
15
|
16
|
17
|
18
|
19
|
20
|
21
|
22
|
|
23
|
15
|
15
|
16
|
17
|
18
|
19
|
20
|
20
|
21
|
22
|
|
24
|
15
|
16
|
16
|
17
|
18
|
19
|
20
|
21
|
22
|
23
|
|
|
|
|
|
|
|
|
|
|
|
|
|
25
|
16
|
16
|
17
|
18
|
19
|
20
|
21
|
21
|
22
|
23
|
|
26
|
16
|
16
|
17
|
18
|
19
|
20
|
21
|
22
|
23
|
24
|
|
27
|
16
|
17
|
18
|
18
|
19
|
20
|
21
|
22
|
23
|
24
|
|
28
|
16
|
17
|
18
|
19
|
20
|
20
|
21
|
22
|
23
|
24
|
|
29
|
16
|
17
|
18
|
19
|
20
|
21
|
21
|
22
|
23
|
24
|
|
|
|
|
|
|
|
|
|
|
|
|
|
30
|
17
|
17
|
18
|
1
|
20
|
21
|
22
|
22
|
23
|
24
|
|
31
|
16
|
17
|
18
|
19
|
20
|
21
|
21
|
22
|
23
|
24
|
|
32
|
16
|
17
|
18
|
19
|
20
|
20
|
21
|
22
|
23
|
24
|
|
33
|
16
|
17
|
17
|
18
|
19
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20
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21
|
22
|
23
|
24
|
|
34
|
16
|
16
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17
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18
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19
|
20
|
21
|
22
|
23
|
23
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Table 10-4. Daily Crop Heat Unit Accumulations
Based on Maximum and Minimum Temperatures
| Daily CHU Values for °C Temperature
Recordings |
| Daily Recorded Minimum Temperature |
| |
(°C) |
14 |
15 |
16 |
17 |
18 |
19 |
20 |
21 |
22 |
23 |
24 |
| Daily
Recorded Maximum Temperature |
<10
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:
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:
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:
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:
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:
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:
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:
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11
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12
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13
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14
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15
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15
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17
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16
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18
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19
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17
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18
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19
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20
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21
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18
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19
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20
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21
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22
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23
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19
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20
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21
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22
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24
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25
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24
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25
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26
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26
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21
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22
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23
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24
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25
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25
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26
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27
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28
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22
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23
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23
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24
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25
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26
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27
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28
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29
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30
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:
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23
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23
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24
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25
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26
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27
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28
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29
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29
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30
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31
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:
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24
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24
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25
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25
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26
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27
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28
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29
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30
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31
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32
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33
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30
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33
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26
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27
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25
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26
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27
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27
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28
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30
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31
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32
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33
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34
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28
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25
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26
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27
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28
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29
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29
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30
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31
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32
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33
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34
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29
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25
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26
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27
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28
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29
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30
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30
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31
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32
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33
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34
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31
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33
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34
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31
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25
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26
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27
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28
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29
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30
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30
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31
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32
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33
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34
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32
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25
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26
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27
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28
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29
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29
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30
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31
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32
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33
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34
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33
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25
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26
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27
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28
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30
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33
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34
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34
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24
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25
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26
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27
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28
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29
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30
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32
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33
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Crop Heat Units (CHUs)
Crop heat units (CHU) are based on a similar principle to growing degree
days. CHUs are calculated on a daily basis, using the maximum and minimum
temperatures; however, the equation that is used is quite different. The
CHU model uses separate calculations for maximum and minimum temperatures.
The maximum or daytime relationship uses 10°C as the base temperature
and 30°C as the ceiling, because warm-season crops do not develop
at all when daytime temperatures fall below 10°C, and develop fastest
at about 30°C. The minimum or nighttime relationship uses 4.4°C
as the base temperature and does not specify an optimum temperature, because
nighttime minimum temperatures very seldom exceed 25°C in Ontario.
The nighttime relationship is considered a linear relationship, while
the daytime relationship is considered non-linear because crop development
peaks at 30°C and begins to decline at higher temperatures. Daily
crop heat units are calculated by using the average of the two daily values
from the equations below or can be read from the matrix in Table
10-4, Daily Crop Heat Unit Accumulations Based on Maximum and Minimum
Temperatures. Figure
1-1, Crop Heat Units (CHU-M1) Available for Corn Production, gives
a map view of season total CHU(M1) accumulations for Ontario.
Producers who record high and low temperatures can use Table
10-4, Daily Crop Heat Unit Accumulations Based on Maximum and Minimum
Temperatures, to calculate CHUs for their own farm. As of 2009, CHUs
accumulate from May 1st at all locations and end with the first occurrence
of -2°C in the fall. Corn development is driven primarily by temperature,
and this is especially true during the planting-to-silking period. Unlike
soybeans, day length has little effect on the rate at which corn develops.
The Ontario Crop Heat Unit System has been developed to calculate the
impact of temperature on corn development.
Calculating Daily CHU
The following equation is used to calculate a daily CHU for a site:
Daily CHU = (Ymax + Ymin) ÷ 2
where:
Y max = (3.33 x (T max-10)) - (0.084 x (T max-10.0)2) (If
values are negative, set to 0)
Tmax = Daily maximum air temperature (°C) (measured from midnight
to midnight)
(Accuracy should be <0.25°C)
Y min = (1.8 x (T min - 4.4)) (If values are negative, set to 0)
Tmin = Daily minimum temperature (°C)
Field Record Forms
There are many methods of recording field data, ranging from paper to
electronic. Examples of various forms can be found on the OMAFRA
website or on the OSCIA
website.
For more information:
Toll Free: 1-877-424-1300
Local: (519) 826-4047
E-mail: ag.info.omafra@ontario.ca
|