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General description of ODS and ozone range, distribution.

General description of ODS and ozone range, distribution.

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Fig 3. The result of testing models application to six major ODS...
Fig 4. The prediction of appropriate models and the actual...
General description of ODS and ozone range, distribution.
The parameters optimization of SVR based on RMSE and standard deviation
+1 The parameters optimization of KNN based on RMSE and standard deviation
Regression-based Analysis of Ozone Layer via Machine Learning Models
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  • Apr 2023
Ozone protects the livings on the earth from ultraviolet radiation. The emission of ozone depleting substance causes the Antarctic ozone hole and reduces the ultraviolet radiation absorption rate by ozone layer. Researchers find that ozone depleting substances (ODS) accounts for ozone concentration between 9 km and 25km, by chemical-climate models...
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... mean daily stratospheric ozone concentration, instead of the Antarctic ozone hole area, is used to describe the ozone layer. Detailed information about the data can be found in Table 1. ...

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