Wildfire Prediction in South Korea Using Machine Learning and Large-Scale Open Dataset

This dataset contains all resources related to the study “Wildfire Prediction in South Korea Using Machine Learning and Large-Scale Open Dataset.”It includes: The research paper describing the methodology and results Preprocessed and raw meteorological and wildfire occurrence data (2011–2021) Jupyter Notebook and Python scripts for model training (CatBoost + Optuna + SHAP)All files are released for full reproducibility of the study, licensed under CC B本数据集涵盖与研究《基于机器学习与大规模开源数据集的韩国野火预测》相关的全部资源，具体包含以下内容： 1. 阐述该研究方法与结果的学术论文 2. 2011—2021年的原始与经预处理的气象及野火发生数据 3. 用于模型训练的Jupyter Notebook及Python脚本（采用CatBoost + Optuna + SHAP实现） 所有文件均已公开发布，以保障该研究可完全复现，采用CC B许可协议进行授权。