Table 9 Annual performance metrics of the CNN model for predicting visibility reduction (2015–2023).

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

Year

RMSE

R2

MAE

MAPE (%)

2015

0.42

0.62

0.31

8.20

2016

0.38

0.65

0.29

7.90

2017

0.4

0.64

0.30

8.10

2018

0.36

0.67

0.28

7.50

2019

0.39

0.63

0.29

7.80

2020

0.41

0.6

0.32

8.30

2021

0.37

0.66

0.27

7.40

2022

0.35

0.69

0.26

7.20

2023

0.43

0.61

0.33

8.50

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