Figure 1

Figure 2
![Average monthly frequency [%] of particular air mass occurrence in southern Poland during the years 1951–2020 (descriptions in the text)Source: own study](https://sciendo-parsed.s3.eu-central-1.amazonaws.com/647247df215d2f6c89dc2bce/j_mgrsd-2022-0010_fig_002.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=AKIA6AP2G7AKOUXAVR44%2F20251025%2Feu-central-1%2Fs3%2Faws4_request&X-Amz-Date=20251025T224500Z&X-Amz-Expires=3600&X-Amz-Signature=27d8c04e2a5974c698f6544589fec23c0bafa21bb4ff4583a4a42afbd7788243&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObject)
Figure 3
![Frequency [%] of particular types of air mass occurrence in southern Poland during the years 1951–2020 (descriptions in the text)Source: own study](https://sciendo-parsed.s3.eu-central-1.amazonaws.com/647247df215d2f6c89dc2bce/j_mgrsd-2022-0010_fig_003.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=AKIA6AP2G7AKOUXAVR44%2F20251025%2Feu-central-1%2Fs3%2Faws4_request&X-Amz-Date=20251025T224500Z&X-Amz-Expires=3600&X-Amz-Signature=54271de5db6363fb71779c698f382eac60664d285c7b16b08a642c1ffcddc6de&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObject)
Figure 4
![Frequency [%] of particular types of atmospheric front occurrence in southern Poland during the years 1951–2020 (descriptions in the text)Source: own study](https://sciendo-parsed.s3.eu-central-1.amazonaws.com/647247df215d2f6c89dc2bce/j_mgrsd-2022-0010_fig_004.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=AKIA6AP2G7AKOUXAVR44%2F20251025%2Feu-central-1%2Fs3%2Faws4_request&X-Amz-Date=20251025T224500Z&X-Amz-Expires=3600&X-Amz-Signature=435b8663cb1df31763faeadffda4d338367b0c2ae41a69e9eb83c1c07339bfd0&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObject)
Average frequency [%] of the types of atmospheric front occurrence in southern Poland during 1951–2020
| Type of front | Frequency [%] of atmospheric fronts | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I | II | III | IV | V | VI | VII | VIII | IX | X | XI | XII | Spring | Summer | Autumn | Winter | Year | |
| without fronts | 58.9 | 56.3 | 58.8 | 58.9 | 59.4 | 59.6 | 59.7 | 62.9 | 62.0 | 62.6 | 59.2 | 58.0 | 59.1 | 60.7 | 61.3 | 57.1 | 59.7 |
| wF | 8.8 | 11.0 | 9.6 | 9.9 | 7.2 | 6.9 | 5.9 | 5.2 | 6.0 | 8.7 | 11.1 | 10.3 | 8.9 | 6.0 | 8.6 | 9.9 | 8.3 |
| cF | 13.5 | 13.1 | 13.7 | 14.4 | 17.7 | 18.6 | 19.4 | 17.7 | 18.8 | 15.6 | 13.9 | 14.5 | 15.3 | 18.6 | 16.1 | 13.7 | 16.0 |
| oF | 8.2 | 8.7 | 6.4 | 5.4 | 4.9 | 4.1 | 5.3 | 4.1 | 3.9 | 4.8 | 4.9 | 6.2 | 5.6 | 4.5 | 4.5 | 7.6 | 5.6 |
| sF | 1.9 | 2.4 | 2.4 | 3.4 | 3.2 | 3.5 | 3.4 | 4.0 | 2.5 | 2.4 | 2.0 | 1.7 | 3.0 | 3.6 | 2.3 | 2.0 | 2.6 |
| vf | 8.8 | 8.3 | 9.1 | 8.0 | 7.6 | 7.3 | 6.4 | 6.1 | 7.0 | 5.9 | 9.0 | 9.3 | 8.2 | 6.6 | 7.3 | 8.6 | 7.8 |
| Sum | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
The annual course of the frequency [%] of occurrence of individual synoptic situations in southern Poland during the years 1874–2020; 100% is all cases of a given type of synoptic situation
| Synoptic situation | Frequency [%] | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I | II | III | IV | V | VI | VII | VIII | IX | X | XI | XII | Year | |
| Na | 5.4 | 6.5 | 8.6 | 8.1 | 11.9 | 12.9 | 13.3 | 8.3 | 7.8 | 6.8 | 4.8 | 5.5 | 100 |
| NEa | 5.3 | 5.7 | 8.0 | 9.7 | 16.7 | 12.0 | 11.1 | 11.2 | 7.7 | 4.4 | 3.5 | 4.7 | 100 |
| Ea | 9.4 | 9.6 | 10.4 | 9.0 | 12.3 | 6.2 | 5.6 | 7.5 | 7.1 | 8.4 | 6.7 | 7.9 | 100 |
| SEa | 11.9 | 11.6 | 11.3 | 7.3 | 6.9 | 3.2 | 1.9 | 5.1 | 8.4 | 12.0 | 10.4 | 10.1 | 100 |
| Sa | 7.5 | 8.3 | 9.3 | 6.9 | 6.2 | 4.1 | 3.5 | 6.6 | 9.8 | 13.9 | 14.5 | 9.3 | 100 |
| SWa | 12.2 | 7.5 | 6.4 | 5.3 | 4.4 | 3.8 | 3.4 | 6.4 | 9.8 | 15.0 | 13.6 | 12.3 | 100 |
| Wa | 12.7 | 8.9 | 6.6 | 4.0 | 3.5 | 5.8 | 8.4 | 9.8 | 9.0 | 9.7 | 9.6 | 11.9 | 100 |
| NWa | 8.5 | 8.0 | 8.6 | 5.6 | 6.2 | 10.4 | 11.6 | 9.2 | 10.2 | 7.2 | 7.1 | 7.5 | 100 |
| Ca | 10.4 | 7.1 | 6.7 | 4.5 | 5.9 | 6.9 | 6.3 | 10.3 | 13.2 | 11.9 | 7.7 | 9.0 | 100 |
| Ka | 7.0 | 5.5 | 6.6 | 7.9 | 8.6 | 10.0 | 11.3 | 11.5 | 10.1 | 8.1 | 6.9 | 6.6 | 100 |
| Nc | 5.4 | 6.8 | 8.1 | 11.9 | 11.4 | 13.3 | 13.4 | 9.3 | 6.7 | 4.6 | 4.3 | 4.8 | 100 |
| NEc | 4.6 | 6.1 | 7.4 | 13.8 | 13.9 | 15.0 | 9.9 | 9.5 | 6.4 | 4.9 | 4.1 | 4.4 | 100 |
| Ec | 6.8 | 7.3 | 11.0 | 14.3 | 15.0 | 10.6 | 5.1 | 3.9 | 5.8 | 7.0 | 6.3 | 6.9 | 100 |
| SEc | 7.7 | 9.3 | 11.6 | 15.0 | 11.4 | 6.4 | 4.0 | 4.7 | 5.8 | 6.3 | 9.5 | 8.4 | 100 |
| Sc | 7.3 | 9.2 | 9.8 | 12.2 | 10.0 | 4.6 | 4.1 | 4.3 | 6.3 | 9.2 | 13.4 | 9.6 | 100 |
| SWc | 9.6 | 10.0 | 11.0 | 9.0 | 7.2 | 3.9 | 4.3 | 4.6 | 6.3 | 10.7 | 11.8 | 11.6 | 100 |
| Wc | 10.3 | 8.6 | 8.8 | 6.6 | 5.0 | 6.3 | 9.5 | 8.2 | 7.7 | 8.2 | 9.4 | 11.3 | 100 |
| NWc | 8.6 | 7.2 | 9.1 | 8.1 | 7.8 | 11.0 | 12.7 | 8.5 | 7.1 | 5.8 | 6.4 | 7.7 | 100 |
| Cc | 4.6 | 6.5 | 7.1 | 14.1 | 13.9 | 12.6 | 7.6 | 8.2 | 5.7 | 7.3 | 7.4 | 5.0 | 100 |
| Bc | 4.4 | 5.2 | 7.6 | 10.4 | 12.4 | 12.6 | 11.3 | 10.8 | 7.7 | 6.4 | 5.6 | 5.7 | 100 |
| X | 8.4 | 8.4 | 10.9 | 10.4 | 9.2 | 7.2 | 5.9 | 7.7 | 8.1 | 8.2 | 7.7 | 7.8 | 100 |
The frequency [%] of the types of atmospheric front occurrence in southern Poland during the years 1951–2020
| Characteristics | Frequency [%] of atmospheric fronts | |||||
|---|---|---|---|---|---|---|
| Lack | wF | cF | oF | sF | vf | |
| Lowest | 42.9 | 3.3 | 8.7 | 1.1 | 0.0 | 2.7 |
| Average | 59.7 | 8.4 | 15.9 | 5.5 | 2.7 | 7.7 |
| Highest | 73.7 | 13.4 | 26.3 | 12.3 | 10.9 | 15.9 |
| Range | 30.8 | 10.1 | 17.6 | 11.2 | 10.9 | 13.2 |
The tendency [%/10 years] of changes in the frequency of the occurrence of particular types of synoptic situations in southern Poland during the years 1874–2020
| Tendency [%/10 years] | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Na | NEa | Ea | SEa | Sa | SWa | Wa | NWa | Ca | Ka | Nc | NEc | Ec | SEc | Sc | SWc | Wc | NWc | Cc | Bc | X |
| Year | ||||||||||||||||||||
| −0.05 | −0.05 | −0.15 | −0.10 | 0.11 | −0.02 | −0.45 | −0.04 | 0.16 | −0.08 | 0.08 | 0.04 | 0.02 | −0.01 | 0.09 | 0.07 | −0.02 | 0.07 | 0.01 | 0.25 | 0.08 |
| Spring | ||||||||||||||||||||
| −0.02 | −0.03 | −0.21 | 0.02 | 0.07 | 0.01 | −0.33 | −0.05 | 0.12 | 0.04 | 0.10 | 0.03 | −0.07 | −0.07 | 0.05 | 0.02 | −0.03 | 0.04 | 0.02 | 0.21 | 0.08 |
| Summer | ||||||||||||||||||||
| −0.07 | −0.08 | 0.11 | 0.13 | 0.20 | 0.05 | −0.76 | −0.12 | 0.16 | −0.13 | 0.05 | 0.01 | 0.04 | 0.03 | 0.12 | 0.09 | −0.27 | −0.03 | 0.00 | 0.41 | 0.07 |
| Autumn | ||||||||||||||||||||
| −0.07 | −0.07 | −0.30 | −0.09 | 0.14 | −0.02 | −0.39 | −0.06 | 0.23 | −0.18 | 0.08 | 0.06 | 0.04 | 0.02 | 0.12 | 0.01 | 0.05 | 0.17 | 0.00 | 0.17 | 0.06 |
| Winter | ||||||||||||||||||||
| −0.04 | −0.04 | −0.19 | −0.43 | 0.04 | −0.12 | −0.32 | 0.04 | 0.13 | −0.06 | 0.08 | 0.07 | 0.07 | −0.03 | 0.04 | 0.15 | 0.19 | 0.08 | 0.03 | 0.19 | 0.12 |
The frequency [%] of the directions of air mass advection and the occurrence of types of anticyclonic and cyclonic situations in southern Poland during the years 1874–2020
| Seasons | Frequency [%] | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| The direction of advection | Anticyclonic situations | Cyclonic situations | Unclassified situations | ||||||||
| N | NE | E | SE | S | SW | W | NW | A | C | X | |
| Spring | 7.0 | 7.5 | 10.8 | 9.3 | 6.7 | 8.3 | 14.0 | 9.5 | 49.0 | 49.0 | 2.0 |
| Summer | 8.4 | 7.5 | 6.0 | 3.6 | 3.4 | 4.9 | 19.7 | 13.5 | 54.3 | 44.3 | 1.3 |
| Autumn | 4.3 | 3.4 | 6.7 | 8.7 | 8.5 | 12.5 | 22.2 | 9.4 | 59.5 | 38.9 | 1.6 |
| Winter | 4.1 | 3.5 | 8.1 | 9.8 | 6.5 | 12.0 | 26.4 | 10.1 | 57.3 | 41.1 | 1.6 |
| Year | 6.0 | 5.5 | 7.9 | 7.8 | 6.3 | 9.4 | 20.5 | 10.7 | 55.0 | 43.3 | 1.6 |
Average seasonal frequency [%] of types of air mass occurrence in southern Poland during the years 1951–2020
| Type of air mass | Frequency [%] of air masses | ||||
|---|---|---|---|---|---|
| Spring | Summer | Autumn | Winter | Year | |
| A | 11.4 | 2.7 | 8.0 | 8.8 | 7.7 |
| mP | 13.9 | 25.3 | 16.2 | 13.6 | 17.3 |
| omP | 30.5 | 34.9 | 30.9 | 32.1 | 32.2 |
| wmP | 7.9 | 4.6 | 11.7 | 9.8 | 8.6 |
| mP+omP+wmP | 52.3 | 64.8 | 58.7 | 55.5 | 58.1 |
| cP | 22.6 | 17.5 | 20.0 | 22.4 | 20.7 |
| mP+omP+wmP +cP | 74.9 | 82.3 | 78.8 | 78.0 | 86.5 |
| T | 3.4 | 5.6 | 3.1 | 1.0 | 3.3 |
| vAm | 10.3 | 9.4 | 10.2 | 11.3 | 10.3 |
| Sum | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
The annual and seasonal frequency [%] of occurrence of synoptic situations in southern Poland during the years 1874–2020
| Characteristics | Frequency [%] of synoptic situations | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Na | NEa | Ea | SEa | Sa | SWa | Wa | NWa | Ca | Ka | Nc | NEc | Ec | SEc | Sc | SWc | Wc | NWc | Cc | Bc | X | |
| Year | |||||||||||||||||||||
| Lowest | 0.5 | 0.8 | 1.6 | 0.5 | 0.3 | 1.1 | 2.5 | 1.4 | 0.3 | 0.5 | 0.3 | 0.0 | 0.0 | 0.5 | 0.3 | 0.5 | 3.6 | 1.1 | 0.0 | 1.4 | 0.0 |
| Average | 3.4 | 3.5 | 5.6 | 5.2 | 3.3 | 4.3 | 10.3 | 5.5 | 2.2 | 11.8 | 2.6 | 2.1 | 2.3 | 2.7 | 3.0 | 5.2 | 10.2 | 5.2 | 1.0 | 9.2 | 1.7 |
| Highest | 9.9 | 7.4 | 12.9 | 12.8 | 11.5 | 10.1 | 18.9 | 12.6 | 13.4 | 21.3 | 6.6 | 5.7 | 7.4 | 8.2 | 9.6 | 9.6 | 18.9 | 10.4 | 5.2 | 17.2 | 6.0 |
| Range | 9.3 | 6.6 | 11.2 | 12.3 | 11.2 | 9.0 | 16.4 | 11.2 | 13.2 | 20.8 | 6.3 | 5.7 | 7.4 | 7.7 | 9.3 | 9.0 | 15.4 | 9.3 | 5.2 | 15.8 | 6.0 |
| Seasons | |||||||||||||||||||||
| Spring | 3.8 | 4.7 | 7.0 | 5.2 | 2.9 | 2.7 | 5.8 | 4.4 | 1.5 | 10.8 | 3.2 | 2.9 | 3.7 | 4.0 | 3.8 | 5.6 | 8.2 | 5.1 | 1.3 | 11.1 | 2.0 |
| Summer | 4.7 | 4.7 | 4.3 | 2.1 | 1.9 | 2.3 | 9.9 | 6.9 | 2.1 | 15.4 | 3.7 | 2.8 | 1.8 | 1.6 | 1.6 | 2.6 | 9.7 | 6.7 | 1.1 | 12.8 | 1.4 |
| Autumn | 2.7 | 2.2 | 4.9 | 6.4 | 5.0 | 6.7 | 11.7 | 5.4 | 2.9 | 11.8 | 1.6 | 1.3 | 1.8 | 2.3 | 3.5 | 5.9 | 10.3 | 4.0 | 0.8 | 7.3 | 1.6 |
| Winter | 2.4 | 2.2 | 6.0 | 7.0 | 3.3 | 5.6 | 13.9 | 5.3 | 2.4 | 9.2 | 1.8 | 1.3 | 2.0 | 2.7 | 3.2 | 6.5 | 12.5 | 4.9 | 0.6 | 5.7 | 1.6 |
The frequency [%] of air mass occurrence in southern Poland during the years 1951–2020
| Characteristics | Frequency [%] of air masses | ||||||
|---|---|---|---|---|---|---|---|
| A | mP | omP | wmP | cP | T | vAm | |
| Lowest | 2.5 | 10.4 | 19.7 | 0.8 | 8.8 | 0.0 | 0.0 |
| Average | 7.7 | 17.3 | 32.2 | 8.6 | 20.7 | 3.3 | 10.3 |
| Highest | 16.4 | 29.0 | 53.7 | 20.8 | 38.6 | 10.1 | 26.0 |
| Range | 14.0 | 18.6 | 34.0 | 20.0 | 29.9 | 10.1 | 26.0 |
The tendency [%/10 years] of changes in the frequency of occurrence of air advection in southern Poland during the years 1874–2020
| Tendency [%/10 years] | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | NE | E | SE | S | SW | W | NW | Anticyclonic situations (A) | Cyclonic situations (C) | Unclassified situations |
| Year | ||||||||||
| 0.03 | −0.01 | −0.14 | −0.11 | 0.20 | 0.06 | −0.47 | 0.03 | −0.67 | 0.60 | 0.08 |
| Spring | ||||||||||
| 0.08 | 0.00 | −0.28 | −0.05 | 0.13 | 0.03 | −0.36 | −0.01 | −0.38 | 0.31 | 0.08 |
| Summer | ||||||||||
| −0.02 | −0.07 | 0.15 | 0.16 | 0.32 | 0.14 | −1.04 | −0.14 | −0.52 | 0.46 | 0.07 |
| Autumn | ||||||||||
| 0.01 | 0.00 | −0.25 | −0.07 | 0.26 | −0.01 | −0.34 | 0.12 | −0.79 | 0.73 | 0.06 |
| Winter | ||||||||||
| 0.04 | 0.04 | −0.12 | −0.47 | 0.08 | 0.03 | −0.13 | 0.13 | −0.99 | 0.87 | 0.12 |
The tendency [%/10 years] of changes in the frequency of types of air mass occurrence in southern Poland during the years 1951–2020
| Type of air mass | Tendency [%/10 years] | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I | II | III | IV | V | VI | VII | VIII | IX | X | XI | XII | Spring | Summer | Autumn | Winter | Year | |
| A | 0.76 | 0.24 | 1.17 | −0.36 | −0.56 | −0.42 | −0.21 | −0.17 | −0.43 | 0.40 | 0.26 | 0.88 | 0.09 | −0.27 | 0.08 | 0.52 | 0.13 |
| mP | −0.71 | −0.29 | 0.51 | −0.07 | −0.03 | −0.56 | −0.26 | −0.46 | −1.46 | −1.07 | −0.93 | −1.14 | 0.14 | −0.43 | −1.15 | −0.74 | −0.54 |
| omP | 0.03 | 0.27 | −0.57 | −1.04 | −1.35 | −0.01 | −1.87 | −1.97 | −0.92 | −0.92 | −2.01 | −1.46 | −0.98 | −1.30 | −1.28 | −0.29 | −0.99 |
| wmP | 0.46 | 0.49 | 0.77 | 1.57 | 1.30 | 0.86 | 0.81 | 0.58 | 1.30 | 1.24 | 1.76 | 1.18 | 1.21 | 0.75 | 1.43 | 0.69 | 1.03 |
| cP | −2.14 | −2.32 | −3.37 | 0.14 | −0.12 | −2.69 | −0.36 | 0.55 | 0.96 | −0.18 | −0.40 | −0.97 | −1.13 | −0.81 | 0.12 | −2.10 | −0.90 |
| T | −0.29 | −0.42 | −0.49 | −1.24 | −0.54 | 1.30 | 0.92 | 0.75 | −0.48 | −0.56 | −0.34 | −0.44 | −0.75 | 0.99 | −0.46 | −0.39 | −0.15 |
| vAm | 1.90 | 2.00 | 1.98 | 1.00 | 1.30 | 1.51 | 0.96 | 0.72 | 1.04 | 1.08 | 1.66 | 1.95 | 1.43 | 1.06 | 1.26 | 1.98 | 1.42 |
The tendency [%/10 years] of changes in the frequency of occurrence of the types of atmospheric fronts in southern Poland during the years 1951–2020
| Type of front | Tendency [%/10 years] | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I | II | III | IV | V | VI | VII | VIII | IX | X | XI | XII | Spring | Summer | Autumn | Winter | Year | |
| without fronts | −0.27 | 1.01 | −0.29 | 1.17 | 0.30 | −0.70 | 0.05 | 0.28 | 0.28 | −0.56 | 0.13 | −0.12 | 0.38 | −0.12 | −0.05 | −0.60 | 0.10 |
| wF | 0.17 | −0.24 | −0.20 | −0.44 | −0.12 | 0.90 | 0.34 | −0.07 | −0.19 | 0.07 | −0.28 | 0.29 | −0.25 | 0.39 | −0.13 | 0.00 | 0.02 |
| cF | 0.08 | 0.32 | 0.44 | 0.55 | −0.11 | −0.09 | 0.03 | −1.02 | −0.95 | 0.06 | 0.36 | 0.18 | 0.29 | −0.36 | −0.17 | 0.00 | −0.01 |
| oF | 0.05 | −0.45 | −0.52 | −0.87 | −0.41 | −0.72 | −1.05 | 0.00 | −0.01 | −0.15 | 0.20 | 0.01 | −0.60 | −0.59 | 0.01 | −0.23 | −0.33 |
| sF | 0.59 | 0.34 | 0.86 | 1.22 | 1.60 | 1.59 | 1.36 | 1.47 | 0.98 | 0.96 | 0.45 | 0.50 | 1.23 | 1.47 | 0.80 | 0.48 | 1.00 |
| vf | −0.61 | −1.10 | −0.28 | −1.64 | −1.26 | −0.98 | −0.74 | −0.66 | −0.12 | −0.38 | −0.88 | −0.86 | −1.05 | −0.79 | −0.46 | −0.82 | −0.79 |

