Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China
Landslides occur frequently in Lixian County, China, and land use has changed significantly in recent decades. We obtained land use data for the years 1980, 2000, and 2018, as well as three landslide susceptibility maps from a Random Forest model. Agricultural land, low coverage grassland, water are...
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MDPI AG
2021
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Online Access: | https://doi.org/10.3390/su131910858 https://doaj.org/article/148e30dde8ff43e48b0e2b45deff4325 |
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ftdoajarticles:oai:doaj.org/article:148e30dde8ff43e48b0e2b45deff4325 2023-05-15T18:40:29+02:00 Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China Jie Liu Zhen Wu Huiwen Zhang 2021-09-01T00:00:00Z https://doi.org/10.3390/su131910858 https://doaj.org/article/148e30dde8ff43e48b0e2b45deff4325 EN eng MDPI AG https://www.mdpi.com/2071-1050/13/19/10858 https://doaj.org/toc/2071-1050 doi:10.3390/su131910858 2071-1050 https://doaj.org/article/148e30dde8ff43e48b0e2b45deff4325 Sustainability, Vol 13, Iss 10858, p 10858 (2021) land use change landslide susceptibility partition multitemporal natural vegetation human activities Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 article 2021 ftdoajarticles https://doi.org/10.3390/su131910858 2022-12-31T09:46:20Z Landslides occur frequently in Lixian County, China, and land use has changed significantly in recent decades. We obtained land use data for the years 1980, 2000, and 2018, as well as three landslide susceptibility maps from a Random Forest model. Agricultural land, low coverage grassland, water area, and urban, rural and other construction land were prone to landslides. Landslide susceptibility was low in areas of woodland, moderate and high coverage grassland, bare rock land, desert and tundra. Areas with high landslide susceptibility were mainly located in the catchment of the study region, and a 2.61% decrease in high landslide susceptibility areas over the 38-year period was primarily driven by changes in agricultural and rural land. By contrast, a 1.42% increase in low landslide susceptibility areas over the 38-year period was driven by changes in moderate and high coverage woodland and moderate coverage grassland. There is a need for effective management measures to be implemented because areas with high landslide susceptibility are still present. We also found that human aggregations, or the absence of these, vary in their effects on the areas of Lixian County most susceptible to landslides. Article in Journal/Newspaper Tundra Directory of Open Access Journals: DOAJ Articles Bare Rock ENVELOPE(-45.589,-45.589,-60.704,-60.704) Sustainability 13 19 10858 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
land use change landslide susceptibility partition multitemporal natural vegetation human activities Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 |
spellingShingle |
land use change landslide susceptibility partition multitemporal natural vegetation human activities Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 Jie Liu Zhen Wu Huiwen Zhang Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
topic_facet |
land use change landslide susceptibility partition multitemporal natural vegetation human activities Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 |
description |
Landslides occur frequently in Lixian County, China, and land use has changed significantly in recent decades. We obtained land use data for the years 1980, 2000, and 2018, as well as three landslide susceptibility maps from a Random Forest model. Agricultural land, low coverage grassland, water area, and urban, rural and other construction land were prone to landslides. Landslide susceptibility was low in areas of woodland, moderate and high coverage grassland, bare rock land, desert and tundra. Areas with high landslide susceptibility were mainly located in the catchment of the study region, and a 2.61% decrease in high landslide susceptibility areas over the 38-year period was primarily driven by changes in agricultural and rural land. By contrast, a 1.42% increase in low landslide susceptibility areas over the 38-year period was driven by changes in moderate and high coverage woodland and moderate coverage grassland. There is a need for effective management measures to be implemented because areas with high landslide susceptibility are still present. We also found that human aggregations, or the absence of these, vary in their effects on the areas of Lixian County most susceptible to landslides. |
format |
Article in Journal/Newspaper |
author |
Jie Liu Zhen Wu Huiwen Zhang |
author_facet |
Jie Liu Zhen Wu Huiwen Zhang |
author_sort |
Jie Liu |
title |
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
title_short |
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
title_full |
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
title_fullStr |
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
title_full_unstemmed |
Analysis of Changes in Landslide Susceptibility according to Land Use over 38 Years in Lixian County, China |
title_sort |
analysis of changes in landslide susceptibility according to land use over 38 years in lixian county, china |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doi.org/10.3390/su131910858 https://doaj.org/article/148e30dde8ff43e48b0e2b45deff4325 |
long_lat |
ENVELOPE(-45.589,-45.589,-60.704,-60.704) |
geographic |
Bare Rock |
geographic_facet |
Bare Rock |
genre |
Tundra |
genre_facet |
Tundra |
op_source |
Sustainability, Vol 13, Iss 10858, p 10858 (2021) |
op_relation |
https://www.mdpi.com/2071-1050/13/19/10858 https://doaj.org/toc/2071-1050 doi:10.3390/su131910858 2071-1050 https://doaj.org/article/148e30dde8ff43e48b0e2b45deff4325 |
op_doi |
https://doi.org/10.3390/su131910858 |
container_title |
Sustainability |
container_volume |
13 |
container_issue |
19 |
container_start_page |
10858 |
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1766229858921218048 |