Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Figure 8.

Details of the selected meteorological stations used in this study
| Station | Latitude (N) | Longitude (E) | Altitude (m asl) |
|---|---|---|---|
| Mosul | 36°19′ | 43°09′ | 222.6 |
| Sulaimaniya | 35°32′ | 45°27′ | 843 |
| Kirkuk | 35°28′ | 44°24′ | 330.8 |
| Khanaqin | 34°35′ | 45°38′ | 175 |
| Rutba | 33°02′ | 40°17′ | 615.5 |
| Baghdad | 33°29′ | 44°24′ | 34.1 |
| Hai | 32°10′ | 46°03′ | 17 |
| Diwaniya | 31°59′ | 44°59′ | 20.4 |
| Nasiriya | 31°01′ | 46°14′ | 3 |
| Basrah | 30°34′ | 47°47′ | 2.4 |
Repetition of similar patterns resulting from the combination of the increase in temperature with the increase in total rainfall and vice versa in the stations of Iraq for 1974–2021
| Station | Increase in temperature with increase in total rainfall | Decrease in temperature with decrease in total rainfall | ||||
|---|---|---|---|---|---|---|
| Tmax | Tmin | Tmean | Tmax | Tmin | Tmean | |
| Mosul | 11 | 6 | 8 | 12 | 11 | 11 |
| Sulaimaniya | 10 | 12 | 13 | 8 | 11 | 10 |
| Kirkuk | 5 | 8 | 6 | 12 | 15 | 12 |
| Khanaqin | 6 | 8 | 7 | 10 | 11 | 11 |
| Rutba | 6 | 4 | 4 | 13 | 13 | 18 |
| Baghdad | 7 | 8 | 6 | 14 | 13 | 12 |
| Hai | 7 | 8 | 8 | 12 | 12 | 12 |
| Diwaniya | 9 | 14 | 11 | 12 | 12 | 13 |
| Nasiriya | 10 | 7 | 10 | 13 | 12 | 12 |
| Basrah | 12 | 7 | 11 | 10 | 11 | 10 |
| Sum. | 83 | 82 | 84 | 116 | 121 | 121 |
| Perc. | 33.4 | 32.9 | 33.7 | 32.4 | 33.8 | 33.8 |
Simple correlation between annual summer temperature rates and total seasonal rainfall for 1974–2021
| Station | Tmax | Tmin | Tmean |
|---|---|---|---|
| Mosul | |||
| Sulaimaniya | −0.179 | −0.138 | |
| Kirkuk | |||
| Khanaqin | −0.137 | −0.124 | |
| Rutba | −0.101 | −0.054 | −0.025 |
| Baghdad | −0.187 | ||
| Hai | −0.049 | −0.157 | −0.050 |
| Diwaniya | 0.040 | −0.075 | 0.010 |
| Nasiriya | −0.070 | −0.070 | −0.044 |
| Basrah |
Characteristics of the years selected for interpretation during the summer and the following season in Iraq
| Year | Tmax | Tmin | Tmean | Rainfall | Year class | ||||
|---|---|---|---|---|---|---|---|---|---|
| Average annal temperature | General average | Average annual temperature | General average | Average annual temperature | General average | Annual rainfall rate | General average rainfall | ||
| 1993 | 42.1 | 42.6 | 25.6 | 26.2 | 34.1 | 34.6 | 379.6 | 242.7 | Wet |
| 2010 | 44.0 | 28.0 | 36.0 | 224.8 | Dry | ||||
Recurrence of the opposite pattern resulting from the combination of increased temperature with decreased total rainfall and vice versa in Iraqi stations for 1974–2021
| Station | Increased temperature with decreased rainfall | Decreased temperature with increased rainfall | ||||
|---|---|---|---|---|---|---|
| Tmax | Tmin | Tmean | Tmax | Tmin | Tmean | |
| Mosul | 15 | 16 | 16 | 10 | 15 | 13 |
| Sulaimaniya | 15 | 13 | 14 | 15 | 13 | 12 |
| Kirkuk | 15 | 12 | 15 | 16 | 13 | 15 |
| Khanaqin | 16 | 15 | 15 | 16 | 14 | 15 |
| Rutba | 17 | 17 | 12 | 12 | 14 | 14 |
| Baghdad | 14 | 15 | 16 | 13 | 12 | 14 |
| Hai | 16 | 16 | 16 | 13 | 12 | 12 |
| Diwaniya | 12 | 13 | 13 | 15 | 9 | 12 |
| Nasiriya | 13 | 14 | 14 | 12 | 15 | 15 |
| Basrah | 15 | 14 | 15 | 11 | 16 | 12 |
| Sum. | 148 | 145 | 146 | 133 | 133 | 134 |
| Perc. | 33.7 | 33.0 | 33.3 | 33.25 | 33.25 | 33.5 |
Simple correlation between monthly summer temperature rates and total seasonal rainfall for 1974–2021
| Station | Maximum temperature | Minimum temperature | Mean temperature | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Jun | July | August | Jun | July | August | Jun | July | August | |
| Mosul | −0.053 | −0.163 | 0.063 | −0.047 | −0.121 | ||||
| Sulaimaniya | −0.194 | −0.174 | −0.160 | −0.215 | −0.099 | 0.147 | −0.200 | −0.169 | 0.055 |
| Kirkuk | −0.146 | −0.165 | −0.101 | −0.165 | −0.223 | −0.201 | −0.090 | ||
| Khanaqin | −0.039 | −0.058 | −0.040 | −0.205 | −0.177 | −0.145 | −0.145 | −0.145 | −0.089 |
| Rutba | −0.159 | 0.058 | −0.138 | 0.139 | 0.061 | 0.073 | −0.103 | 0.050 | −0.026 |
| Baghdad | −0.223 | −0.184 | −0.155 | −0.011 | −0.019 | −0.095 | −0.195 | −0.130 | |
| Hai | −0.158 | −0.105 | 0.029 | −0.107 | −0.084 | 0.008 | −0.124 | −0.126 | 0.006 |
| Diwaniya | −0.194 | 0.084 | 0.192 | 0.104 | 0.012 | 0.126 | −0.140 | −0.093 | 0.039 |
| Nasiriya | 0.124 | −0.075 | −0.097 | −0.036 | −0.187 | ||||
| Basrah | −0.188 | −0.223 | −0.162 | −0.122 | −0.055 | −0.213 | −0.220 | ||
The amount of annual change in maximum, minimum and average temperatures at a significance level of 99%, and the seasonal change in rainfall after a significance level of 95% with a bold line and the one below it with a line at a level of 90%)
| Station | Tmax | Tmin | Tmean | Rainfall |
|---|---|---|---|---|
| Mosul | 0.035 | 0.055 | 0.033 | −1.015 |
| Sulaimaniya | 0.046 | 0.042 | 0.028 | −1.909 |
| Kirkuk | 0.058 | 0.093 | 0.071 | −2.804 |
| Khanaqin | 0.082 | 0.084 | 0.081 | −2.245 |
| Rutba | 0.053 | 0.080 | 0.087 | −0.680 |
| Baghdad | 0.057 | 0.091 | 0.073 | −0.464 |
| Hai | 0.063 | 0.085 | 0.067 | −0.910 |
| Diwaniya | 0.058 | 0.103 | 0.067 | −0.509 |
| Nasiriya | 0.083 | 0.103 | 0.067 | −0.834 |
| Basrah | 0.137 | 0.106 | 0.120 | −1.360 |