# Fan2026_SeasonalSim

Repository for post-processed WRF output and associated analysis code for the following manuscript:

'How Temperature Rise and Urban Expansion Impact Violent Precipitation and Severe Winds in the Central United States'
Authors: Jiwen Fan, Domenic Brooks, Yuwei Zhang, Jingyu Wang, Shixuan Zhang

Correspondence: fanj@anl.gov

## Repository Layout

- `code/`
  - Analysis scripts and notebooks.
  - Includes Python workflows and Jupyter notebooks for precipitation, humidity, wind, cloud, pressure, and severe-weather diagnostics.

- `post-processed_data/`
  - Post-processed model data, organized by variable group and simulation scenario.
  - Most variable folders use scenario subfolders such as `current`, `future`, and `future_urban` (or `Current`, `Future`, `Future_urban` in some datasets).

## Key Data Subdirectories

- `post-processed_data/cloud_stuff/`
- `post-processed_data/humidity_data/`
- `post-processed_data/hydrometeor_data/`
- `post-processed_data/ivt_data/`
- `post-processed_data/masks/`
- `post-processed_data/model_evaluation/`
  - `asos_data/`, `mrms_data/`, `nexrad_data/`
- `post-processed_data/precip_data/`
- `post-processed_data/pressure_data/`
- `post-processed_data/radar_data/`
- `post-processed_data/RAP_analysis/`
- `post-processed_data/sst_data/`
- `post-processed_data/temp_data/`
- `post-processed_data/thermo_data/`
- `post-processed_data/TS_Cindy/`
- `post-processed_data/vertical_motion/`
- `post-processed_data/wind_data/`

## Documentation Files

- `wrf_model_setup.text`
  - Notes describing WRF model configuration.

- `1hr_data_output_format.text`
  - Example of 1-hour data output format.

- `3hr_data_output_format.text`
  - Example of 3-hour data output format.

## Additional Notes
- Raw WRF output is located at: `/global/cfs/projectdirs/m4486/yuwei/Climate_Impact/long-term/data`