利用无人机摄影测量评估泥石流沿岸巨石的时空分布情况

IF 3.1 2区 地球科学 Q2 GEOGRAPHY, PHYSICAL
Samikshya Dahal , Fumitoshi Imaizumi , Shoki Takayama
{"title":"利用无人机摄影测量评估泥石流沿岸巨石的时空分布情况","authors":"Samikshya Dahal ,&nbsp;Fumitoshi Imaizumi ,&nbsp;Shoki Takayama","doi":"10.1016/j.geomorph.2025.109757","DOIUrl":null,"url":null,"abstract":"<div><div>Debris flows are a common geohazard in mountainous regions that pose a serious threat to people’s lives and property. Understanding the spatiotemporal variations in sediments within debris-flow channels is crucial for assessing the associated risks and implementing effective mitigation measures. This study aims to reveal the spatial distribution of boulders from initiation to deposition zones in the debris-flow torrent of the Ohya landslide in central Japan. In this study, we analyzed two debris flow and sediment supply seasons in a debris-flow torrent using unmanned aerial vehicle-based Structure from Motion (UAV-SfM) photogrammetry to capture aerial images. Multiple clipped orthomosaic images generated using SfM software were processed using BASEGRAIN software to obtain the granulometric properties of the top-view area of each particle. To check the accuracy of BASEGRAIN analysis, the particle size of boulders in the field was directly measured using a grid sampling technique. The BASEGRAIN analysis revealed that lower-resolution photographs were more suitable for detecting boulder-sized sediments (&gt;256 mm), closely matching the grid-sampling data. Conversely, higher-resolution photographs detect finer sediments better but are less accurate for boulders. Our analysis revealed significant differences in boulder distribution between the upper and lower catchments, with notable changes observed across different seasons. Transportation of fine sediments from the upper to lower catchments and deposition of boulder sediments in the lower catchment contributed to these variations. The correlation between changes in boulder ratio and digital elevation models (DEM) indicates the significance of depositional and erosional processes in boulder distribution; however, there is a lack of a clear connection between boulder ratio and slope gradient. This research provides an understanding of sediment transport and deposition processes of debris flow with the viewpoint of changes in boulder distribution.</div></div>","PeriodicalId":55115,"journal":{"name":"Geomorphology","volume":"480 ","pages":"Article 109757"},"PeriodicalIF":3.1000,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatio-temporal distribution of boulders along a debris-flow torrent assessed by UAV photogrammetry\",\"authors\":\"Samikshya Dahal ,&nbsp;Fumitoshi Imaizumi ,&nbsp;Shoki Takayama\",\"doi\":\"10.1016/j.geomorph.2025.109757\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Debris flows are a common geohazard in mountainous regions that pose a serious threat to people’s lives and property. Understanding the spatiotemporal variations in sediments within debris-flow channels is crucial for assessing the associated risks and implementing effective mitigation measures. This study aims to reveal the spatial distribution of boulders from initiation to deposition zones in the debris-flow torrent of the Ohya landslide in central Japan. In this study, we analyzed two debris flow and sediment supply seasons in a debris-flow torrent using unmanned aerial vehicle-based Structure from Motion (UAV-SfM) photogrammetry to capture aerial images. Multiple clipped orthomosaic images generated using SfM software were processed using BASEGRAIN software to obtain the granulometric properties of the top-view area of each particle. To check the accuracy of BASEGRAIN analysis, the particle size of boulders in the field was directly measured using a grid sampling technique. The BASEGRAIN analysis revealed that lower-resolution photographs were more suitable for detecting boulder-sized sediments (&gt;256 mm), closely matching the grid-sampling data. Conversely, higher-resolution photographs detect finer sediments better but are less accurate for boulders. Our analysis revealed significant differences in boulder distribution between the upper and lower catchments, with notable changes observed across different seasons. Transportation of fine sediments from the upper to lower catchments and deposition of boulder sediments in the lower catchment contributed to these variations. The correlation between changes in boulder ratio and digital elevation models (DEM) indicates the significance of depositional and erosional processes in boulder distribution; however, there is a lack of a clear connection between boulder ratio and slope gradient. This research provides an understanding of sediment transport and deposition processes of debris flow with the viewpoint of changes in boulder distribution.</div></div>\",\"PeriodicalId\":55115,\"journal\":{\"name\":\"Geomorphology\",\"volume\":\"480 \",\"pages\":\"Article 109757\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Geomorphology\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0169555X25001679\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GEOGRAPHY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geomorphology","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169555X25001679","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GEOGRAPHY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

摘要

本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatio-temporal distribution of boulders along a debris-flow torrent assessed by UAV photogrammetry
Debris flows are a common geohazard in mountainous regions that pose a serious threat to people’s lives and property. Understanding the spatiotemporal variations in sediments within debris-flow channels is crucial for assessing the associated risks and implementing effective mitigation measures. This study aims to reveal the spatial distribution of boulders from initiation to deposition zones in the debris-flow torrent of the Ohya landslide in central Japan. In this study, we analyzed two debris flow and sediment supply seasons in a debris-flow torrent using unmanned aerial vehicle-based Structure from Motion (UAV-SfM) photogrammetry to capture aerial images. Multiple clipped orthomosaic images generated using SfM software were processed using BASEGRAIN software to obtain the granulometric properties of the top-view area of each particle. To check the accuracy of BASEGRAIN analysis, the particle size of boulders in the field was directly measured using a grid sampling technique. The BASEGRAIN analysis revealed that lower-resolution photographs were more suitable for detecting boulder-sized sediments (>256 mm), closely matching the grid-sampling data. Conversely, higher-resolution photographs detect finer sediments better but are less accurate for boulders. Our analysis revealed significant differences in boulder distribution between the upper and lower catchments, with notable changes observed across different seasons. Transportation of fine sediments from the upper to lower catchments and deposition of boulder sediments in the lower catchment contributed to these variations. The correlation between changes in boulder ratio and digital elevation models (DEM) indicates the significance of depositional and erosional processes in boulder distribution; however, there is a lack of a clear connection between boulder ratio and slope gradient. This research provides an understanding of sediment transport and deposition processes of debris flow with the viewpoint of changes in boulder distribution.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Geomorphology
Geomorphology 地学-地球科学综合
CiteScore
8.00
自引率
10.30%
发文量
309
审稿时长
3.4 months
期刊介绍: Our journal''s scope includes geomorphic themes of: tectonics and regional structure; glacial processes and landforms; fluvial sequences, Quaternary environmental change and dating; fluvial processes and landforms; mass movement, slopes and periglacial processes; hillslopes and soil erosion; weathering, karst and soils; aeolian processes and landforms, coastal dunes and arid environments; coastal and marine processes, estuaries and lakes; modelling, theoretical and quantitative geomorphology; DEM, GIS and remote sensing methods and applications; hazards, applied and planetary geomorphology; and volcanics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信