Table 8 Mann-Kendall trend analysis for AOD and wind speed trends (2015–2023).

From: Dynamic monitoring of dust transport effect on maritime visibility using multi source satellite data and advanced deep learning approach

Year

AOD (Mean)

Z-statistic (AOD)

β (Theil-Sen slope)

Trend Significance (AOD)

Wind Speed (Mean, m/s)

Z-statistic (Wind)

β (Theil-Sen slope)

Trend Significance (Wind)

2015

0.85

0.62

0.010

No significant trend

7.50

0.51

0.020

No significant trend

2016

0.72

−1.98

−0.030

Significant decrease (p < 0.05)

6.81

−2.01

−0.050

Significant decrease (p < 0.05)

2017

0.78

0.48

0.010

No significant trend

7.32

0.59

0.010

No significant trend

2018

0.80

−0.12

−0.002

No significant trend

7.20

−0.22

−0.005

No significant trend

2019

0.74

0.45

0.010

No significant trend

6.89

0.31

0.010

No significant trend

2020

0.76

−2.11

−0.040

Significant decrease (p < 0.05)

7.11

−1.88

−0.030

No significant trend

2021

0.90

2.36

0.050

Significant increase (p < 0.05)

7.62

2.15

0.070

Significant increase (p < 0.05)

2022

1.00

2.78

0.060

Significant increase (p < 0.05)

8.11

2.63

0.080

Significant increase (p < 0.05)

2023

0.77

0.34

0.010

No significant trend

7.40

0.41

0.020

No significant trend