Mapping debris flow susceptibility based on watershed unit and grid cell unit: a comparison study

Abstract

Debris flow susceptibility analysis is a prerequisite of risk assessment. The main objective of this study was to explore the accuracy and practicability of mapping units for evaluation of debris flow susceptibility. These units include grid cell units (GCUs), and watershed units (WUs) with the flow thresholds 10 000 (WU 10 000) and 5000 (WU 5000). The frequency ratio (FR) model was selected as the statistical method. Yongji County (YJC) of Jilin Province, China was selected as the research site, and a total of 123 debris flow disasters were surveyed. Eight influencing factors were considered and a total of three models were constructed. The predictive capabilities of the models were verified using an ROC curve and AUC. The results showed the three models to be accurate and the evaluation results of the GCU were found to be more accurate than others. However, when considering the effects of geology and geomorphology on the occurrence of debris flows, the WU was more feasible than the GCU. Therefore, the results indicate that the evaluation of debris flow susceptibility should be carried out based on the WU of the appropriate flow threshold in combination with the actual prevention and control of debris flow disasters.

Keywords:

• Grid cell units
• watershed units
• flow threshold
• frequency ratio
• debris flow susceptibility mapping

Acknowledgments

The authors are also thankful to anonymous reviewers for their valuable feedback on the manuscript.

Additional information

Funding

This work was supported by the National Natural Science Foundation of China [grant number 41202197]; Key Projects of the National Natural Science Foundation of China [grant number 41330636]; China Postdoctoral Science Foundation [grant number 20100471265]; National Natural Science Foundation of China [grant number 41807227]; and China Postdoctoral Science Foundation Funded Project [grant number 2017M621212].