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Fig. 14.

Statistical characteristics of temperature (T), precipitation (P), snowfall (SF), runoff (R) and Rc in the Bystrzanka catchment between 1995 and 2023 (bold: statistically significant p < 0_05)_
Period | Air temperature T | Precipitation P | Snowfall SF | Runoff R | Runoff coefficient Rc | ||||
---|---|---|---|---|---|---|---|---|---|
Average | Trend (per decade) | Average | Trend (per decade) | Average | Trend (per decade) | Average | Trend (per decade) | ||
[°C] | [mm] | [%] | |||||||
Year (1995–2023) (min–max) | 8.8 (6.2–10.1) | 0.73 | 864.5 (612.4–1180.0) | –4.5 | 118.2 (17.0–222.8) | –25.0 | 390.2 (85.0–856.6) | –74.5 | 45 (13–73) |
Cv (%) | 10.5 | 15.5 | 42.3 | 35.2 | |||||
Winter half-year (1995–2023) | 2.3 | 0.91 | 283.2 | –8.2 | 118.2 (17.0–222.8) | –25.0 | 199.3 | –43.5 | 70 |
Summer half-year (1995–2023) | 15.2 | 0.51 | 581.3 | 3.7 | 190.9 | –31.0 | 33 | ||
Year (1995–2004) | 8.0 | 850.2 | 138.3 | 441.4 | 52 | ||||
Year (2014–2023) | 9.6 | 880.0 | 77.3 | 317.7 | 36 |
Characteristics of dissolved ion in dissolved yield precipitation (DY_P) and dissolved yield runoff water (DY_R) from 1995 to 2023 (bold: statistically significant p < 0_05)_
Parameter | Precipitation | Runoff | ||||
---|---|---|---|---|---|---|
DY_P | Cv | Coefficient | DY_R | Cv | Coefficient | |
[kg · ha−1 · a−1] | [%] | [kg · ha−1 · a−1] | [%] | |||
S–SO42– | 8.62 | 40.3 | –0.18 | 48.38 | 45.7 | –1.06 |
N–NO3– | 5.50 | 32.0 | –0.05 | 5.90 | 39.8 | –0.18 |
Cl– | 6.61 | 87.5 | –0.05 | 28.48 | 40.2 | –0.39 |
Na+ | 2.54 | 63.9 | 0.09 | 18.60 | 33.7 | –0.19 |
K+ | 2.03 | 37.2 | 0.03 | 18.60 | 40.0 | –0.42 |
Mg2+ | 1.33 | 45.8 | 0.01 | 23.33 | 40.4 | –0.50 |
Ca2+ | 10.16 | 39.8 | 0.21 | 175.24 | 38.9 | –2.54 |
N–NH4+ | 5.60 | 37.3 | –0.19 | 0.89 | 92.7 | –0.05 |
HCO3– | 516.56 | 33.4 | –4.83 | |||
P–PO43– | 0.41 | 66.5 | –0.02 | |||
Load (1995–2023) | 4.90 | 28.6 | –0.12 | 859.9 | 33.0 | –0.14 |
1995–2004 vs. 2014–2023 | ||||||
p-value (Mann–Whitney U test) | ||||||
S–SO42– | 0.054 | 0.004 | ||||
N–NO3– | 0.241 | 0.000 | ||||
Cl– | 0.076 | 0.031 | ||||
Na+ | 0.002 | 0.273 | ||||
K+ | 0.045 | 0.002 | ||||
Mg2+ | 0.307 | 0.017 | ||||
Ca2+ | 0.850 | 0.021 | ||||
N–NH4+ | 3.062 | 0.017 | ||||
HCO3– | 0.162 | |||||
P–PO43– | 0.000 |
Number of days with precipitation and snow cover in 1995–2023_
Precipitation (P) | 1995–2023 | 1995–2004 | 2014–2023 |
---|---|---|---|
Number of days | |||
Total | 181 | 184 | 165 |
≤1.0 mm | 66 | 68 | 52 |
1.0 < P ≤ 5.0 mm | 64 | 67 | 61 |
5.0 < P ≤ 10.0 mm | 26 | 26 | 26 |
10.0 < P ≤ 20.0 mm | 17 | 16 | 17 |
20.0 < P ≤ 30.0 mm | 5 | 3 | 6 |
30.0 < P ≤ 50.0 mm | 3 | 3 | 3 |
>50.0 mm | 1 | 1 | 1 |
Snow cover | 67 | 81 | 45 |