temporal feature and interaction
Ozone level forecasting in Mexico City with temporal features and interactions
Cerritos, J. M. Sánchez, Martínez-Cadena, J. A., Marín-López, A., Delgado-Fernández, J.
Precursor concentration and solar radiation intensity determine the dynamic equilibrium between ozone creation and destruction. Tropospheric ozone is a dangerous pollutant that can lead to a number of health problems as well as environmental difficulties. In contrast, stratospheric ozone creates a protective ozone layer. Exposure to high levels of tropospheric ozone can cause a range of respiratory problems, including coughing, throat irritation, and worsening of asthma symptoms. Long-term exposure can lead to more severe health issues such as chronic respiratory diseases, reduced lung function, and increased mortality rates. Children, the elderly, and individuals with pre-existing health conditions are particularly vulnerable to the adverse effects of ozone. Ground-level ozone can also damage flora, which can result in decreased agricultural production, damage to forests, and a decline in biodiversity. It prevents plants from photosynthesizing, which slows down their growth and increases their vulnerability to pests, illnesses, and harsh weather condition.
- North America > Mexico > Mexico City > Mexico City (0.41)
- North America > United States > Massachusetts (0.04)
- Health & Medicine > Public Health (0.68)
- Health & Medicine > Therapeutic Area > Pulmonary/Respiratory Diseases (0.54)
- Health & Medicine > Consumer Health (0.54)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.51)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Support Vector Machines (0.32)