LANDSLIDE SURVEYS USING LOW-COST UAV AND FOSS PHOTOGRAMMETRIC WORKFLOW

被引:4
作者
Yordanov, V [1 ,2 ]
Biagi, L. [1 ]
Truong, X. Q. [3 ]
Brovelli, M. A. [1 ,4 ]
机构
[1] Politecn Milan, Dept Civil & Environm Engn DICA, Piazza Leonardo Da Vinci 32, Milan, Italy
[2] Vasil Levski Natl Mil Univ, Veliko Tarnovo, Bulgaria
[3] Hanoi Univ Nat Resources & Environm, Informat Technol Fac, 41A Phu Dien Rd, Hanoi, Vietnam
[4] Ist Peril Rilevamento Elettromagnet Ambiente, CNR, IREA, Via Bassini 15, I-20133 Milan, Italy
来源
XXIV ISPRS CONGRESS IMAGING TODAY, FORESEEING TOMORROW, COMMISSION II | 2022年 / 43-B2卷
关键词
Landslides; Survey; UAV; Photogrammetry; Low-cost; Open-source;
D O I
10.5194/isprs-archives-XLIII-B2-2022-493-2022
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Unmanned Aerial Vehicle have found their usage in various academic and industry domains, mainly due to the versatility of options that one aircraft can offer from onboard sensors for data acquisition and positioning, through different weight and size categories allowing different applications, including landslide mapping and surveying. Survey-grade UAVs can provide very precise flight and data but usually are very costly, and their use can be further bounded by many regulations. In this work, we have adopted a low-cost consumer-grade UAV to do multitemporal monitoring of an active landslide (Ruinon) in Northern Italy to evaluate the applicability of such setup in the landslide hazard domain. Moreover, for flight planning, photogrammetric reconstruction, and comparative analyses we have adopted free and open-source software solutions. The resulted dense point clouds and orthophotos yielded very satisfactory results from accuracies of few meters and even sub-meter level when reconstructed with field-surveyed ground control points. As a result, from the two surveys comparisons, July and October 2021, several displaced boulders and debris were detected where no significant reactivations were detected from our surveys. Such low-cost setup can be used also from non-professionals and in citizen science campaigns which can significantly contribute to additional landslide mapping and analyses by providing valuable datasets.
引用
收藏
页码:493 / 499
页数:7
相关论文
共 50 条
  • [31] Improving GNSS Landslide Monitoring with the Use of Low-Cost MEMS Accelerometers
    Cina, Alberto
    Manzino, Ambrogio Maria
    Bendea, Iosif Horea
    APPLIED SCIENCES-BASEL, 2019, 9 (23):
  • [32] Dense Canopy Height Model from a low-cost photogrammetric platform and LiDAR data
    Mónica Herrero-Huerta
    Beatriz Felipe-García
    Soledad Belmar-Lizarán
    David Hernández-López
    Pablo Rodríguez-Gonzálvez
    Diego González-Aguilera
    Trees, 2016, 30 : 1287 - 1301
  • [33] Acquisition System Based in a Low-Cost Optical Architecture with Single Pixel Measurements and RGB Side Information for UAV Imagery
    Guarin, Arnold
    Ortega, Homero
    Garcia, Hans
    APPLICATIONS OF COMPUTATIONAL INTELLIGENCE, COLCACI 2019, 2019, 1096 : 155 - 167
  • [34] Timely and Low-Cost Remote Sensing Practices for the Assessment of Landslide Activity in the Service of Hazard Management
    Kyriou, Aggeliki
    Nikolakopoulos, Konstantinos G.
    Koukouvelas, Ioannis K.
    REMOTE SENSING, 2022, 14 (19)
  • [35] Dense Canopy Height Model from a low-cost photogrammetric platform and LiDAR data
    Herrero-Huerta, Monica
    Felipe-Garcia, Beatriz
    Belmar-Lizaran, Soledad
    Hernandez-Lopez, David
    Rodriguez-Gonzalvez, Pablo
    Gonzalez-Aguilera, Diego
    TREES-STRUCTURE AND FUNCTION, 2016, 30 (04): : 1287 - 1301
  • [36] EVALUATION OF A LOW-COST PHOTOGRAMMETRIC SYSTEM FOR THE RETRIEVAL OF 3D TREE ARCHITECTURE
    Zaforemska, A.
    Gaulton, R.
    Mills, J.
    Xiao, W.
    GEOSPATIAL WEEK 2023, VOL. 48-1, 2023, : 1097 - 1104
  • [38] UAV LOW-COST SYSTEM FOR EVALUATING AND MONITORING THE GROWTH PARAMETERS OF CROPS
    D'Urso, Maria Grazia
    Rotondi, Andrea
    Gagliardini, Mauro
    ISPRS TC V MID-TERM SYMPOSIUM GEOSPATIAL TECHNOLOGY - PIXEL TO PEOPLE, 2018, 4-5 : 405 - 413
  • [39] Implementation of a Low-Cost Mini-UAV Laser Scanning System
    Yang B.
    Li J.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2018, 43 (12): : 1972 - 1978
  • [40] An Open-Source, Low-Cost UAV Testbench for Educational Purposes
    Gonzalez-Morgado, A.
    Heredia, G.
    Ollero, A.
    ROBOT 2023: SIXTH IBERIAN ROBOTICS CONFERENCE, VOL 2, 2024, 978 : 539 - 550