Skip to main content
Top
Published in:

14-07-2022 | Original Paper

Data Mining for Landslide Genetic Mechanism Analysis in the Yunnan Province of China

Authors: Yan Du, Chen Chen

Published in: Geotechnical and Geological Engineering | Issue 11/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Landslide susceptibility analysis based on the strong ability of data mining of Geographic Information System (GIS) has become a hot topic in international landslide research. This paper used optimized decision tree and GIS databases to analyze the sensitivity in the northwest mountain areas of Yunnan province of China, and then discussed the formation mechanism of the landslide happened in the area. The translational landslide located in the area with an average gradient less than or equal to 28.7° was reclassified as a higher level 3 sensitive area than before according to the normalized different fault index (NDFI). The results showed that the data mining based on GIS 3D space–time information database can help to find the unique topography, geology hydrology and the other typical spatial information of some special typed of landslides such as translational landslides, thus it can illustrate the relationship between the landslides and their sensitivity factors. The improved landslide susceptibility analysis will provide a new method for identifying the genetic mechanism of landslide, and play an important role in the government regional planning and disaster prevention measures.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference El Mekki A, Hadji R, Chemseddine F (2017) Use of slope failures inventory and climatic data for landslide susceptibility, vulnerability, and risk mapping in souk Ahras region. Min Sci 24:237–249 El Mekki A, Hadji R, Chemseddine F (2017) Use of slope failures inventory and climatic data for landslide susceptibility, vulnerability, and risk mapping in souk Ahras region. Min Sci 24:237–249
go back to reference Hadji R, Limani Y, Demdoum A (2014) Using multivariate approach and GIS applications to predict slope instability hazard case study of Machrouha municipality, NE Algeria. In 2014 1st international conference on information and communication technologies for disaster Management (ICT-DM) 1–10. Hadji R, Limani Y, Demdoum A (2014) Using multivariate approach and GIS applications to predict slope instability hazard case study of Machrouha municipality, NE Algeria. In 2014 1st international conference on information and communication technologies for disaster Management (ICT-DM) 1–10.
go back to reference Hungr O, Fell R, Couture R (2005) Landslide risk management. CRC Press, LondonCrossRef Hungr O, Fell R, Couture R (2005) Landslide risk management. CRC Press, LondonCrossRef
go back to reference Mokarram M, Hamzeh S, Aminzadeh F, Zarei AR (2015) Using machine learning for land suitability classification. West African J Appl Ecol 23(1):63–73 Mokarram M, Hamzeh S, Aminzadeh F, Zarei AR (2015) Using machine learning for land suitability classification. West African J Appl Ecol 23(1):63–73
go back to reference Musungu K, Motala S, Smit J (2012) Using multi-criteria evaluation and GIS for flood risk analysis in informal settlements of Cape Town: the case of Graveyard Pond. S Afr J Geomat 1:92–108 Musungu K, Motala S, Smit J (2012) Using multi-criteria evaluation and GIS for flood risk analysis in informal settlements of Cape Town: the case of Graveyard Pond. S Afr J Geomat 1:92–108
go back to reference Tang Y, Wei F, Li Z, Sun Q (2015) An overview of landslide risk management. J Catastrop 30:141–149 Tang Y, Wei F, Li Z, Sun Q (2015) An overview of landslide risk management. J Catastrop 30:141–149
go back to reference Yu B, Sun H, Shang Y, Li H (2006) Characteristics and stability analysis of Xiashan Landslide in Zhejiang province. Chin J Rock Mech Eng 25:2875–2881 Yu B, Sun H, Shang Y, Li H (2006) Characteristics and stability analysis of Xiashan Landslide in Zhejiang province. Chin J Rock Mech Eng 25:2875–2881
go back to reference Zhang Z, Wang S, Wang L (2009) The analytical principle on engineering geology. Geological Publishing House, Beijing Zhang Z, Wang S, Wang L (2009) The analytical principle on engineering geology. Geological Publishing House, Beijing
Metadata
Title
Data Mining for Landslide Genetic Mechanism Analysis in the Yunnan Province of China
Authors
Yan Du
Chen Chen
Publication date
14-07-2022
Publisher
Springer International Publishing
Published in
Geotechnical and Geological Engineering / Issue 11/2022
Print ISSN: 0960-3182
Electronic ISSN: 1573-1529
DOI
https://doi.org/10.1007/s10706-022-02237-z

Other articles of this Issue 11/2022

Geotechnical and Geological Engineering 11/2022 Go to the issue