Field
Scouting: Using Growing Degree Days and Crop Heat Units
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811: Agronomy Guide > Field
Scouting > Using Growing Degree Days and Crop Heat Units
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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 |
20 |
21 |
22 |
23 |
24 |
|
34 |
16 |
16 |
17 |
18 |
19 |
20 |
21 |
22 |
23 |
23 |
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 |
: | : |
: | : |
: | : |
: | : |
: | : |
: |
|
11 | : |
: | : |
: | : |
: | : |
: | : |
: | : |
| 12 |
: | : |
: | : |
: | : |
: | : |
: | : |
: |
|
13 | : |
: | : |
: | : |
: | : |
: | : |
: | : |
| 14 |
15 | : |
: | : |
: | : |
: | : |
: | : |
: |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 | 16 |
17 | : |
: | : |
: | : |
: | : |
: | : |
| 16 |
17 | 18 |
19 | : |
: | : |
: | : |
: | : |
: |
|
17 | 18 |
19 | 20 |
21 | : |
: | : |
: | : |
: | : |
| 18 |
19 | 20 |
21 | 22 |
23 | : |
: | : |
: | : |
: |
|
19 | 20 |
21 | 22 |
23 | 24 |
25 | : |
: | : |
: | : |
| |
|
|
|
|
|
|
|
|
|
|
|
|
20 | 21 |
22 | 23 |
24 | 25 |
26 | 26 |
: | : |
: | : |
| 21 |
22 | 23 |
24 | 25 |
25 | 26 |
27 | 28 |
: | : |
: |
|
22 | 23 |
23 | 24 |
25 | 26 |
27 | 28 |
29 | 30 |
: | : |
| 23 |
23 | 24 |
25 | 26 |
27 | 28 |
29 | 29 |
30 | 31 |
: |
|
24 | 24 |
25 | 25 |
26 | 27 |
28 | 29 |
30 | 31 |
32 | 33 |
| |
|
|
|
|
|
|
|
|
|
|
|
|
25 | 24 |
25 | 26 |
27 | 28 |
29 | 30 |
30 | 31 |
32 | 33 |
| 26 |
24 | 25 |
26 | 27 |
28 | 29 |
30 | 31 |
32 | 33 |
33 |
|
27 | 25 |
26 | 27 |
27 | 28 |
29 | 30 |
31 | 32 |
33 | 34 |
| 28 |
25 | 26 |
27 | 28 |
29 | 29 |
30 | 31 |
32 | 33 |
34 |
|
29 | 25 |
26 | 27 |
28 | 29 |
30 | 30 |
31 | 32 |
33 | 34 |
| |
|
|
|
|
|
|
|
|
|
|
|
|
30 | 25 |
26 | 27 |
28 | 29 |
30 | 31 |
31 | 32 |
33 | 34 |
| 31 |
25 | 26 |
27 | 28 |
29 | 30 |
30 | 31 |
32 | 33 |
34 |
|
32 | 25 |
26 | 27 |
28 | 29 |
29 | 30 |
31 | 32 |
33 | 34 |
| 33 |
25 | 26 |
26 | 27 |
28 | 29 |
30 | 31 |
32 | 33 |
34 |
|
34 | 24 |
25 | 26 |
27 | 28 |
29 | 30 |
31 | 32 |
32 | 33 |
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.