Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data
The northern scenic area of Changbai Mountain is a high-incidence area of debris flow disasters, which seriously threaten the safety of tourist’s lives and property. Monitoring debris flow and providing early warning is critical for timely avoidance. Monitoring the change of debris flow source is an...
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| Format: | Article |
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MDPI AG
2023-05-01
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| Series: | Remote Sensing |
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| Online Access: | https://www.mdpi.com/2072-4292/15/9/2473 |
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| author | Jiahao Yan Yichen Zhang Jiquan Zhang Yanan Chen Zhen Zhang |
| author_facet | Jiahao Yan Yichen Zhang Jiquan Zhang Yanan Chen Zhen Zhang |
| author_sort | Jiahao Yan |
| collection | DOAJ |
| description | The northern scenic area of Changbai Mountain is a high-incidence area of debris flow disasters, which seriously threaten the safety of tourist’s lives and property. Monitoring debris flow and providing early warning is critical for timely avoidance. Monitoring the change of debris flow source is an effective way to predict debris flow, and the change of source can be reflected in the settlement deformation of the study area. The offset tracking technique (OT) is insensitive to the coherence of SAR images and can resist the decoherence of D-InSAR and SBSA-InSAR to a certain extent. It is a technical means for monitoring large gradient deformation. It has been widely used in the field of seismic activity, glaciers and landslides in recent years, but few scholars have applied this technique in the field of debris flow. In this paper, we use OT techniques in combination with field surveys, Google imagery and Sentinel-1 data to monitor surface deformation in the northern scenic area of Changbai Mountain in 2017 and use D-InSAR techniques to compare and complement the OT monitoring results. The results of this study show that for monitoring surface deformation in the study area after a mudslide, it is better to use both methods to determine the surface deformation in the study area rather than one, and that both methods have their own advantages and disadvantages and yet can complement each other. Finally, we have predicted the development trend of mudflows in the study area by combining the calculated single mudflow solids washout, which will help to improve the long-term monitoring and warning capability of mudflows in the study area. The study also enriches the application of offset-tracking technology and D-InSAR in the field of geohazard monitoring and provides new ideas and methods for the study of mudflow material source changes. |
| first_indexed | 2024-03-11T04:08:15Z |
| format | Article |
| id | doaj.art-b363f07198ce4f3989a236b6f6e69c50 |
| institution | Directory Open Access Journal |
| issn | 2072-4292 |
| language | English |
| last_indexed | 2024-03-11T04:08:15Z |
| publishDate | 2023-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Remote Sensing |
| spelling | doaj.art-b363f07198ce4f3989a236b6f6e69c502023-11-17T23:40:40ZengMDPI AGRemote Sensing2072-42922023-05-01159247310.3390/rs15092473Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source DataJiahao Yan0Yichen Zhang1Jiquan Zhang2Yanan Chen3Zhen Zhang4School of Jilin Emergency Management, Changchun Institute of Technology, Changchun 130021, ChinaSchool of Jilin Emergency Management, Changchun Institute of Technology, Changchun 130021, ChinaSchool of Environment, Northeast Normal University, Changchun 130024, ChinaSchool of Jilin Emergency Management, Changchun Institute of Technology, Changchun 130021, ChinaSchool of Jilin Emergency Management, Changchun Institute of Technology, Changchun 130021, ChinaThe northern scenic area of Changbai Mountain is a high-incidence area of debris flow disasters, which seriously threaten the safety of tourist’s lives and property. Monitoring debris flow and providing early warning is critical for timely avoidance. Monitoring the change of debris flow source is an effective way to predict debris flow, and the change of source can be reflected in the settlement deformation of the study area. The offset tracking technique (OT) is insensitive to the coherence of SAR images and can resist the decoherence of D-InSAR and SBSA-InSAR to a certain extent. It is a technical means for monitoring large gradient deformation. It has been widely used in the field of seismic activity, glaciers and landslides in recent years, but few scholars have applied this technique in the field of debris flow. In this paper, we use OT techniques in combination with field surveys, Google imagery and Sentinel-1 data to monitor surface deformation in the northern scenic area of Changbai Mountain in 2017 and use D-InSAR techniques to compare and complement the OT monitoring results. The results of this study show that for monitoring surface deformation in the study area after a mudslide, it is better to use both methods to determine the surface deformation in the study area rather than one, and that both methods have their own advantages and disadvantages and yet can complement each other. Finally, we have predicted the development trend of mudflows in the study area by combining the calculated single mudflow solids washout, which will help to improve the long-term monitoring and warning capability of mudflows in the study area. The study also enriches the application of offset-tracking technology and D-InSAR in the field of geohazard monitoring and provides new ideas and methods for the study of mudflow material source changes.https://www.mdpi.com/2072-4292/15/9/2473Changbai Mountain North Scenic Areadebris flow sourceD-InSARoffset-trackingsurface deformation |
| spellingShingle | Jiahao Yan Yichen Zhang Jiquan Zhang Yanan Chen Zhen Zhang Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data Remote Sensing Changbai Mountain North Scenic Area debris flow source D-InSAR offset-tracking surface deformation |
| title | Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data |
| title_full | Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data |
| title_fullStr | Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data |
| title_full_unstemmed | Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data |
| title_short | Study on the Source of Debris Flow in the Northern Scenic Spot of Changbai Mountain Based on Multi-Source Data |
| title_sort | study on the source of debris flow in the northern scenic spot of changbai mountain based on multi source data |
| topic | Changbai Mountain North Scenic Area debris flow source D-InSAR offset-tracking surface deformation |
| url | https://www.mdpi.com/2072-4292/15/9/2473 |
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