Loading…

Assessment of factors leading to the failure of slopes in North Dakota

A total of 66,894 landslides were observed in North Dakota. The characteristics of these landslide locations were compared with the properties of areas without landslides to assess the factors that may be contributing to the landslides. Specifically, 68,395 control point locations randomly distribut...

Full description

Saved in:
Bibliographic Details
Published in:Landslides 2024-05, Vol.21 (5), p.1109-1128
Main Authors: Shafer, Benjamin, Ajmera, Beena, Upadhaya, Kamal Raj, Daigh, Aaron Lee M.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-a293t-cb7cb9e08ac9d4559c9493357386de9a08372be992fe268241644840660f58593
container_end_page 1128
container_issue 5
container_start_page 1109
container_title Landslides
container_volume 21
creator Shafer, Benjamin
Ajmera, Beena
Upadhaya, Kamal Raj
Daigh, Aaron Lee M.
description A total of 66,894 landslides were observed in North Dakota. The characteristics of these landslide locations were compared with the properties of areas without landslides to assess the factors that may be contributing to the landslides. Specifically, 68,395 control point locations randomly distributed across the state were selected for these comparisons. All the landslides for this study were found in areas with slopes less than 64°, with the majority of the failures occurring on slopes with inclinations between 9° and 14°. The largest fraction of the landslides occurred in the Sentinel Butte Formation (34,063 or 51% of the total), followed by Bullion Creek (8695 or 13% of the total) and river sediment of the Oahe Formation (6421 or 9.6% of the total). In the t tests, all of the surficial geologic formations had statistically significant differences between the landslides and control points. The t test for the slope inclination indicated statistically significant differences with a p -value less than 0.001 and a huge effect size between the landslide and control points. The sodium adsorption ratio and total dissolved solids were also found to be statistically significant from the t test results. Pearson’s correlation matrix showed a negative correlation between the amount of rainfall and various measures of the salt concentrations at the landslide locations, pointing to the reductions in shear strength and slope stability that might result as pore fluid salinity is leached.
doi_str_mv 10.1007/s10346-024-02211-1
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3041673100</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3041673100</sourcerecordid><originalsourceid>FETCH-LOGICAL-a293t-cb7cb9e08ac9d4559c9493357386de9a08372be992fe268241644840660f58593</originalsourceid><addsrcrecordid>eNp9kE1LAzEQhoMoWKt_wFPA8-rkY7PJsVSrQtGLgreQbrPt1u2mZtKD_97UFb15GGYYnncGHkIuGVwzgOoGGQipCuAyF2esYEdkxBTjRcmYPv6d4e2UnCFuALgBYUZkNkH0iFvfJxoa2rg6hYi0827Z9iuaAk1rn9dtt4_-QGAXdh5p29OnENOa3rr3kNw5OWlch_7ip4_J6-zuZfpQzJ_vH6eTeeG4EamoF1W9MB60q81SlqWpjTRClJXQaumNAy0qvvDG8MZzpblkSkotQSloSl0aMSZXw91dDB97j8luwj72-aUVkOlKZB2Z4gNVx4AYfWN3sd26-GkZ2IMvO_iy2Zf99mVZDokhhBnuVz7-nf4n9QWlHWti</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3041673100</pqid></control><display><type>article</type><title>Assessment of factors leading to the failure of slopes in North Dakota</title><source>Springer Nature:Jisc Collections:Springer Nature Read and Publish 2023-2025: Springer Reading List</source><creator>Shafer, Benjamin ; Ajmera, Beena ; Upadhaya, Kamal Raj ; Daigh, Aaron Lee M.</creator><creatorcontrib>Shafer, Benjamin ; Ajmera, Beena ; Upadhaya, Kamal Raj ; Daigh, Aaron Lee M.</creatorcontrib><description>A total of 66,894 landslides were observed in North Dakota. The characteristics of these landslide locations were compared with the properties of areas without landslides to assess the factors that may be contributing to the landslides. Specifically, 68,395 control point locations randomly distributed across the state were selected for these comparisons. All the landslides for this study were found in areas with slopes less than 64°, with the majority of the failures occurring on slopes with inclinations between 9° and 14°. The largest fraction of the landslides occurred in the Sentinel Butte Formation (34,063 or 51% of the total), followed by Bullion Creek (8695 or 13% of the total) and river sediment of the Oahe Formation (6421 or 9.6% of the total). In the t tests, all of the surficial geologic formations had statistically significant differences between the landslides and control points. The t test for the slope inclination indicated statistically significant differences with a p -value less than 0.001 and a huge effect size between the landslide and control points. The sodium adsorption ratio and total dissolved solids were also found to be statistically significant from the t test results. Pearson’s correlation matrix showed a negative correlation between the amount of rainfall and various measures of the salt concentrations at the landslide locations, pointing to the reductions in shear strength and slope stability that might result as pore fluid salinity is leached.</description><identifier>ISSN: 1612-510X</identifier><identifier>EISSN: 1612-5118</identifier><identifier>DOI: 10.1007/s10346-024-02211-1</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agriculture ; Civil Engineering ; Coastal inlets ; Correlation ; Correlation analysis ; Dissolved solids ; Earth and Environmental Science ; Earth Sciences ; Fluvial sediments ; Geography ; Geologic formations ; Landslide effects ; Landslides ; Landslides &amp; mudslides ; Leaching ; Natural Hazards ; Rainfall ; River sediments ; Salinity ; Shear strength ; Slope stability ; Sodium ; Statistical analysis ; Technical Note ; Total dissolved solids</subject><ispartof>Landslides, 2024-05, Vol.21 (5), p.1109-1128</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2024</rights><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2024.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-a293t-cb7cb9e08ac9d4559c9493357386de9a08372be992fe268241644840660f58593</cites><orcidid>0000-0002-2527-3561 ; 0000-0001-5661-4800</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Shafer, Benjamin</creatorcontrib><creatorcontrib>Ajmera, Beena</creatorcontrib><creatorcontrib>Upadhaya, Kamal Raj</creatorcontrib><creatorcontrib>Daigh, Aaron Lee M.</creatorcontrib><title>Assessment of factors leading to the failure of slopes in North Dakota</title><title>Landslides</title><addtitle>Landslides</addtitle><description>A total of 66,894 landslides were observed in North Dakota. The characteristics of these landslide locations were compared with the properties of areas without landslides to assess the factors that may be contributing to the landslides. Specifically, 68,395 control point locations randomly distributed across the state were selected for these comparisons. All the landslides for this study were found in areas with slopes less than 64°, with the majority of the failures occurring on slopes with inclinations between 9° and 14°. The largest fraction of the landslides occurred in the Sentinel Butte Formation (34,063 or 51% of the total), followed by Bullion Creek (8695 or 13% of the total) and river sediment of the Oahe Formation (6421 or 9.6% of the total). In the t tests, all of the surficial geologic formations had statistically significant differences between the landslides and control points. The t test for the slope inclination indicated statistically significant differences with a p -value less than 0.001 and a huge effect size between the landslide and control points. The sodium adsorption ratio and total dissolved solids were also found to be statistically significant from the t test results. Pearson’s correlation matrix showed a negative correlation between the amount of rainfall and various measures of the salt concentrations at the landslide locations, pointing to the reductions in shear strength and slope stability that might result as pore fluid salinity is leached.</description><subject>Agriculture</subject><subject>Civil Engineering</subject><subject>Coastal inlets</subject><subject>Correlation</subject><subject>Correlation analysis</subject><subject>Dissolved solids</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Fluvial sediments</subject><subject>Geography</subject><subject>Geologic formations</subject><subject>Landslide effects</subject><subject>Landslides</subject><subject>Landslides &amp; mudslides</subject><subject>Leaching</subject><subject>Natural Hazards</subject><subject>Rainfall</subject><subject>River sediments</subject><subject>Salinity</subject><subject>Shear strength</subject><subject>Slope stability</subject><subject>Sodium</subject><subject>Statistical analysis</subject><subject>Technical Note</subject><subject>Total dissolved solids</subject><issn>1612-510X</issn><issn>1612-5118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LAzEQhoMoWKt_wFPA8-rkY7PJsVSrQtGLgreQbrPt1u2mZtKD_97UFb15GGYYnncGHkIuGVwzgOoGGQipCuAyF2esYEdkxBTjRcmYPv6d4e2UnCFuALgBYUZkNkH0iFvfJxoa2rg6hYi0827Z9iuaAk1rn9dtt4_-QGAXdh5p29OnENOa3rr3kNw5OWlch_7ip4_J6-zuZfpQzJ_vH6eTeeG4EamoF1W9MB60q81SlqWpjTRClJXQaumNAy0qvvDG8MZzpblkSkotQSloSl0aMSZXw91dDB97j8luwj72-aUVkOlKZB2Z4gNVx4AYfWN3sd26-GkZ2IMvO_iy2Zf99mVZDokhhBnuVz7-nf4n9QWlHWti</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>Shafer, Benjamin</creator><creator>Ajmera, Beena</creator><creator>Upadhaya, Kamal Raj</creator><creator>Daigh, Aaron Lee M.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><orcidid>https://orcid.org/0000-0002-2527-3561</orcidid><orcidid>https://orcid.org/0000-0001-5661-4800</orcidid></search><sort><creationdate>20240501</creationdate><title>Assessment of factors leading to the failure of slopes in North Dakota</title><author>Shafer, Benjamin ; Ajmera, Beena ; Upadhaya, Kamal Raj ; Daigh, Aaron Lee M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a293t-cb7cb9e08ac9d4559c9493357386de9a08372be992fe268241644840660f58593</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agriculture</topic><topic>Civil Engineering</topic><topic>Coastal inlets</topic><topic>Correlation</topic><topic>Correlation analysis</topic><topic>Dissolved solids</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Fluvial sediments</topic><topic>Geography</topic><topic>Geologic formations</topic><topic>Landslide effects</topic><topic>Landslides</topic><topic>Landslides &amp; mudslides</topic><topic>Leaching</topic><topic>Natural Hazards</topic><topic>Rainfall</topic><topic>River sediments</topic><topic>Salinity</topic><topic>Shear strength</topic><topic>Slope stability</topic><topic>Sodium</topic><topic>Statistical analysis</topic><topic>Technical Note</topic><topic>Total dissolved solids</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shafer, Benjamin</creatorcontrib><creatorcontrib>Ajmera, Beena</creatorcontrib><creatorcontrib>Upadhaya, Kamal Raj</creatorcontrib><creatorcontrib>Daigh, Aaron Lee M.</creatorcontrib><collection>CrossRef</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><jtitle>Landslides</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shafer, Benjamin</au><au>Ajmera, Beena</au><au>Upadhaya, Kamal Raj</au><au>Daigh, Aaron Lee M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of factors leading to the failure of slopes in North Dakota</atitle><jtitle>Landslides</jtitle><stitle>Landslides</stitle><date>2024-05-01</date><risdate>2024</risdate><volume>21</volume><issue>5</issue><spage>1109</spage><epage>1128</epage><pages>1109-1128</pages><issn>1612-510X</issn><eissn>1612-5118</eissn><abstract>A total of 66,894 landslides were observed in North Dakota. The characteristics of these landslide locations were compared with the properties of areas without landslides to assess the factors that may be contributing to the landslides. Specifically, 68,395 control point locations randomly distributed across the state were selected for these comparisons. All the landslides for this study were found in areas with slopes less than 64°, with the majority of the failures occurring on slopes with inclinations between 9° and 14°. The largest fraction of the landslides occurred in the Sentinel Butte Formation (34,063 or 51% of the total), followed by Bullion Creek (8695 or 13% of the total) and river sediment of the Oahe Formation (6421 or 9.6% of the total). In the t tests, all of the surficial geologic formations had statistically significant differences between the landslides and control points. The t test for the slope inclination indicated statistically significant differences with a p -value less than 0.001 and a huge effect size between the landslide and control points. The sodium adsorption ratio and total dissolved solids were also found to be statistically significant from the t test results. Pearson’s correlation matrix showed a negative correlation between the amount of rainfall and various measures of the salt concentrations at the landslide locations, pointing to the reductions in shear strength and slope stability that might result as pore fluid salinity is leached.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s10346-024-02211-1</doi><tpages>20</tpages><orcidid>https://orcid.org/0000-0002-2527-3561</orcidid><orcidid>https://orcid.org/0000-0001-5661-4800</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1612-510X
ispartof Landslides, 2024-05, Vol.21 (5), p.1109-1128
issn 1612-510X
1612-5118
language eng
recordid cdi_proquest_journals_3041673100
source Springer Nature:Jisc Collections:Springer Nature Read and Publish 2023-2025: Springer Reading List
subjects Agriculture
Civil Engineering
Coastal inlets
Correlation
Correlation analysis
Dissolved solids
Earth and Environmental Science
Earth Sciences
Fluvial sediments
Geography
Geologic formations
Landslide effects
Landslides
Landslides & mudslides
Leaching
Natural Hazards
Rainfall
River sediments
Salinity
Shear strength
Slope stability
Sodium
Statistical analysis
Technical Note
Total dissolved solids
title Assessment of factors leading to the failure of slopes in North Dakota
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T14%3A57%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Assessment%20of%20factors%20leading%20to%20the%20failure%20of%20slopes%20in%20North%20Dakota&rft.jtitle=Landslides&rft.au=Shafer,%20Benjamin&rft.date=2024-05-01&rft.volume=21&rft.issue=5&rft.spage=1109&rft.epage=1128&rft.pages=1109-1128&rft.issn=1612-510X&rft.eissn=1612-5118&rft_id=info:doi/10.1007/s10346-024-02211-1&rft_dat=%3Cproquest_cross%3E3041673100%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-a293t-cb7cb9e08ac9d4559c9493357386de9a08372be992fe268241644840660f58593%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3041673100&rft_id=info:pmid/&rfr_iscdi=true