Drought resilience dataset

Description

The drought resilience dataset includes the following: Raw data for 20 indicators across 288 Chinese cities during the historical period (2007–2021), Raw data for the future period of 8 indicators related to climate change scenarios, and Raw data for the future period of 12 indicators unrelated to climate change scenarios. The code used in this paper includes: Mechanism Analysis code and machine learning training and prediction code.

Steps to reproduce

Download and extract Raw data.zip and Code.zip. Raw data.zip contains the indicator data used for drought resilience assessment, mechanism analysis, and future scenario prediction. Code.zip contains the scripts used for mechanism analysis, machine learning model training, prediction, and interpretation. The analyses can be reproduced by maintaining the original folder structure and running the scripts according to the workflow described in the manuscript.

Institutions

• Beijing Normal University

  Beijing, Beijing

Categories

Funders

• National Natural Science Foundation of China

  Beijing

  Grant ID: 42201241
• National Key Research and Development Project of China

  Grant ID: 2021YFC3101700

Licence