---
language:
- en
widget:
- text: "We explores the impact of initial and boundary conditions on simulating an extra-tropical cyclones in the North Atlantic Ocean, employing the Weather Research and Forecasting (WRF) model. The study assesses cyclone trajectory and synoptic patterns against real-world observations, finding that the WRF model effectively replicates Gong's entire lifecycle, including its intensification phase. It was observed that both the genesis of the cyclone and its Q-Vector—a meteorological vector that indicates the potential for cyclogenesis—are significantly influenced by the initial conditions set in the model."
  example_title: "LABEL_15 (Severe Storms)"
---
## Label Mapping

The model classifies inputs into the following categories, each represented by a unique label ID:

| Category                           | ID |
|------------------------------------|----|
| Agriculture                        | 0  |
| Air Quality                        | 1  |
| Atmospheric/Ocean Indicators       | 2  |
| Cryospheric Indicators             | 3  |
| Droughts                           | 4  |
| Earthquakes                        | 5  |
| Ecosystems                         | 6  |
| Energy Production/Use              | 7  |
| Environmental Impacts              | 8  |
| Floods                             | 9  |
| Greenhouse Gases                   | 10 |
| Habitat Conversion/Fragmentation   | 11 |
| Heat                               | 12 |
| Land Surface/Agriculture Indicators| 13 |
| Public Health                      | 14 |
| Severe Storms                      | 15 |
| Sun-Earth Interactions             | 16 |
| Validation                         | 17 |
| Volcanic Eruptions                 | 18 |
| Water Quality                      | 19 |
| Wildfires                          | 20 |