A New Method for Automated Measurement of Sand Dune Migration Based on Multi-Temporal LiDAR-Derived Digital Elevation Models

While remote sensing methods have long been used for coastal and desert sand dune studies, few methods have been developed for the automated measurement of dune migration in large dune fields. To overcome a major limitation of an existing method named “pairs of source and target points (PSTP)”, this...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Remote sensing (Basel, Switzerland) Jg. 13; H. 16; S. 3084
Hauptverfasser:	Dong, Pinliang, Xia, Jisheng, Zhong, Ruofei, Zhao, Zhifang, Tan, Shucheng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 06.08.2021
Schlagworte:	Angle of repose Automation Digital Elevation Models Dunes Elevation Geographic information systems LiDAR Methods New Mexico Programming languages Random sampling Remote sensing Sand sand dune migration Sensitivity analysis Spatial analysis Statistical sampling Toe toe line tracking New Mexico United States > US
ISSN:	2072-4292, 2072-4292
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Abstract	While remote sensing methods have long been used for coastal and desert sand dune studies, few methods have been developed for the automated measurement of dune migration in large dune fields. To overcome a major limitation of an existing method named “pairs of source and target points (PSTP)”, this paper proposes a toe line tracking (TLT) method for the automated measurement of dune migration rate and direction using multi-temporal digital elevation models (DEM) derived from light detection and ranging (LiDAR) data. Based on a few simple parameters, the TLT method automatically extracts the base level of a dune field and toe lines of individual dunes. The toe line polygons derived from two DEMs are processed using logical operators and other spatial analysis methods implemented in the Python programming language in a geographic information system. By generating thousands of random sampling points along source toe lines, dune migration distances and directions are calculated and saved with the sampling point feature class. The application of the TLT method was demonstrated using multi-temporal LiDAR-derived DEMs for a 9 km by 2.4 km area in the White Sands Dune Field in New Mexico (USA). Dune migration distances and directions for three periods (24 January 2009–26 September 2009, 26 September 2009–6 June 2010, and 24 January 2009–6 January 2010) were calculated. Sensitivity analyses were carried out using different window sizes and toe heights. The results suggest that both PSTP and TLT produce similar sand dune migration rates and directions, but TLT is a more generic method that works for dunes with or without slipfaces that reach the angle of repose.
AbstractList	While remote sensing methods have long been used for coastal and desert sand dune studies, few methods have been developed for the automated measurement of dune migration in large dune fields. To overcome a major limitation of an existing method named “pairs of source and target points (PSTP)”, this paper proposes a toe line tracking (TLT) method for the automated measurement of dune migration rate and direction using multi-temporal digital elevation models (DEM) derived from light detection and ranging (LiDAR) data. Based on a few simple parameters, the TLT method automatically extracts the base level of a dune field and toe lines of individual dunes. The toe line polygons derived from two DEMs are processed using logical operators and other spatial analysis methods implemented in the Python programming language in a geographic information system. By generating thousands of random sampling points along source toe lines, dune migration distances and directions are calculated and saved with the sampling point feature class. The application of the TLT method was demonstrated using multi-temporal LiDAR-derived DEMs for a 9 km by 2.4 km area in the White Sands Dune Field in New Mexico (USA). Dune migration distances and directions for three periods (24 January 2009–26 September 2009, 26 September 2009–6 June 2010, and 24 January 2009–6 January 2010) were calculated. Sensitivity analyses were carried out using different window sizes and toe heights. The results suggest that both PSTP and TLT produce similar sand dune migration rates and directions, but TLT is a more generic method that works for dunes with or without slipfaces that reach the angle of repose.
Author	Tan, Shucheng Zhao, Zhifang Dong, Pinliang Xia, Jisheng Zhong, Ruofei
Author_xml	– sequence: 1 givenname: Pinliang surname: Dong fullname: Dong, Pinliang – sequence: 2 givenname: Jisheng surname: Xia fullname: Xia, Jisheng – sequence: 3 givenname: Ruofei surname: Zhong fullname: Zhong, Ruofei – sequence: 4 givenname: Zhifang surname: Zhao fullname: Zhao, Zhifang – sequence: 5 givenname: Shucheng surname: Tan fullname: Tan, Shucheng
BookMark	eNptkW9rFDEQxhepYK194ycI-EaE1fzbbPbl2atauFPQ-jrMbmbPHNnNmWRbBD-8aU9UigMhw5PfM0xmnlYnc5ixqp4z-lqIjr6JiQmmBNXyUXXKactryTt-8k_-pDpPaU9LCME6Kk-rnyvyEW_JFvO3YMkYIlktOUyQ0RYR0hJxwjmTMJIvMFuyXmYkW7eLkF2YyVtIBSzJdvHZ1dc4HUIETzZuvfpcrzG6m_K-djuXi3rp8ebo2waLPj2rHo_gE57_vs-qr-8ury8-1JtP768uVpsaJGtz3ZeQQ9u15WBvqR36vgGrhVUDKGb7RvQNs1yKppV8KJ7GDoAaLTClykTOqqtjXRtgbw7RTRB_mADO3Ash7gzE7AaPRnGtddcw4KhlzzUgY7prle3bEblkpdbLY61DDN8XTNlMLg3oPcwYlmS4EqqhnN6jLx6g-7DEufzU8EY1quu0koV6daSGGFKKOP5pkFFzt1fzd68Fpg_goUz2bqQ5gvP_s_wCrLmlxA
CitedBy_id	crossref_primary_10_18273_revbol_v46n3_2024012 crossref_primary_10_3389_feart_2023_1196244 crossref_primary_10_3390_rs14215357 crossref_primary_10_3390_rs13183694 crossref_primary_10_3390_rs15082044
Cites_doi	10.1038/ngeo610 10.1016/j.geomorph.2003.07.023 10.1016/S1040-6182(02)00133-7 10.1016/j.rse.2009.07.004 10.1016/j.rse.2003.12.008 10.1016/j.geomorph.2014.11.023 10.2110/jsr.2007.063 10.1007/BF02878520 10.1038/304337a0 10.1016/j.jaridenv.2006.12.012 10.1016/j.sedgeo.2006.10.006 10.1016/j.rse.2011.12.010 10.1016/j.isprsjprs.2020.04.004 10.1140/epjb/e2004-00087-y 10.1016/j.earscirev.2011.11.006 10.1016/j.geomorph.2018.07.023 10.1038/srep02858 10.1016/j.earscirev.2019.102929 10.1080/01431161.2015.1093192 10.1046/j.1365-3091.1999.00240.x 10.1016/j.earscirev.2006.09.004 10.1109/TGRS.2006.888937 10.1038/nature11022 10.1038/nature04058 10.1029/2010GL044957 10.1016/j.rse.2019.111498 10.1111/j.1365-3091.1966.tb01579.x 10.1016/S1364-8152(03)00118-X 10.1016/S0169-555X(03)00161-2 10.1029/2008JF001127 10.1016/j.cageo.2013.07.017 10.1016/j.geomorph.2003.09.013 10.1029/2009JF001620 10.1029/2006GL027133 10.1016/S0169-555X(98)00084-1 10.1016/j.aeolia.2014.06.004 10.1016/j.geomorph.2009.06.015 10.1016/j.geomorph.2010.04.007 10.1016/S0169-555X(02)00185-X 10.1016/j.geomorph.2005.05.007 10.1002/esp.3290150102 10.1016/j.cageo.2020.104569 10.1002/esp.1312 10.1130/GES01329.1 10.1016/S0169-555X(00)00039-8 10.1029/2008GL035921
ContentType	Journal Article
Copyright	2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml	– notice: 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID	AAYXX CITATION 7QF 7QO 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7TA 7TB 7U5 8BQ 8FD 8FE 8FG ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ BHPHI BKSAR C1K CCPQU DWQXO F28 FR3 H8D H8G HCIFZ JG9 JQ2 KR7 L6V L7M L~C L~D M7S P5Z P62 P64 PCBAR PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS PTHSS 7S9 L.6 DOA
DOI	10.3390/rs13163084
DatabaseName	CrossRef Aluminium Industry Abstracts Biotechnology Research Abstracts Ceramic Abstracts Chemoreception Abstracts Computer and Information Systems Abstracts Corrosion Abstracts Ecology Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts Materials Business File Mechanical & Transportation Engineering Abstracts Solid State and Superconductivity Abstracts METADEX Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest SciTech Premium Collection Technology Collection Materials Science & Engineering Database ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest SciTech Premium Collection Technology Collection Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central ProQuest Technology Collection Natural Science Collection Earth, Atmospheric & Aquatic Science Collection Environmental Sciences and Pollution Management ProQuest One Community College ProQuest Central Korea ANTE: Abstracts in New Technology & Engineering Engineering Research Database Aerospace Database Copper Technical Reference Library SciTech Premium Collection Materials Research Database ProQuest Computer Science Collection Civil Engineering Abstracts ProQuest Engineering Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Engineering Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection Biotechnology and BioEngineering Abstracts Earth, Atmospheric & Aquatic Science Database ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database (Proquest) ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection AGRICOLA AGRICOLA - Academic DOAJ Directory of Open Access Journals
DatabaseTitle	CrossRef Publicly Available Content Database Materials Research Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts SciTech Premium Collection ProQuest Central China Materials Business File Environmental Sciences and Pollution Management ProQuest One Applied & Life Sciences Engineered Materials Abstracts Natural Science Collection Chemoreception Abstracts ProQuest Central (New) Engineering Collection ANTE: Abstracts in New Technology & Engineering Advanced Technologies & Aerospace Collection Engineering Database Aluminium Industry Abstracts ProQuest One Academic Eastern Edition Electronics & Communications Abstracts Earth, Atmospheric & Aquatic Science Database ProQuest Technology Collection Ceramic Abstracts Ecology Abstracts Biotechnology and BioEngineering Abstracts ProQuest One Academic UKI Edition Solid State and Superconductivity Abstracts Engineering Research Database ProQuest One Academic ProQuest One Academic (New) Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Central (Alumni Edition) ProQuest One Community College Earth, Atmospheric & Aquatic Science Collection ProQuest Central Aerospace Database Copper Technical Reference Library ProQuest Engineering Collection Biotechnology Research Abstracts ProQuest Central Korea Advanced Technologies Database with Aerospace Civil Engineering Abstracts ProQuest SciTech Collection METADEX Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database Materials Science & Engineering Collection Corrosion Abstracts AGRICOLA AGRICOLA - Academic
DatabaseTitleList	AGRICOLA Publicly Available Content Database CrossRef
Database_xml	– sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: PIMPY name: ProQuest Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Geography
EISSN	2072-4292
ExternalDocumentID	oai_doaj_org_article_62888951a2e84b28ae118976db7fe241 10_3390_rs13163084
GeographicLocations	New Mexico United States--US
GeographicLocations_xml	– name: New Mexico – name: United States--US
GroupedDBID	29P 2WC 2XV 5VS 8FE 8FG 8FH AADQD AAHBH AAYXX ABDBF ABJCF ACUHS ADBBV ADMLS AENEX AFFHD AFKRA AFZYC ALMA_UNASSIGNED_HOLDINGS ARAPS BCNDV BENPR BGLVJ BHPHI BKSAR CCPQU CITATION E3Z ESX FRP GROUPED_DOAJ HCIFZ I-F IAO ITC KQ8 L6V LK5 M7R M7S MODMG M~E OK1 P62 PCBAR PHGZM PHGZT PIMPY PQGLB PROAC PTHSS TR2 TUS 7QF 7QO 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7TA 7TB 7U5 8BQ 8FD ABUWG AZQEC C1K DWQXO F28 FR3 H8D H8G JG9 JQ2 KR7 L7M L~C L~D P64 PKEHL PQEST PQQKQ PQUKI PRINS 7S9 L.6 PUEGO
ID	FETCH-LOGICAL-a417t-bbbb4c797c79ebd0dcbb5ad83d6ca61db53b51d2435742c4175dcae8eda166163
IEDL.DBID	DOA
ISICitedReferencesCount	6
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000689775300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	2072-4292
IngestDate	Fri Oct 03 12:43:48 EDT 2025 Wed Oct 01 13:25:57 EDT 2025 Fri Jul 25 09:32:50 EDT 2025 Sat Nov 29 07:10:26 EST 2025 Tue Nov 18 22:33:25 EST 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	16
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-a417t-bbbb4c797c79ebd0dcbb5ad83d6ca61db53b51d2435742c4175dcae8eda166163
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23
OpenAccessLink	https://doaj.org/article/62888951a2e84b28ae118976db7fe241
PQID	2565699864
PQPubID	2032338
ParticipantIDs	doaj_primary_oai_doaj_org_article_62888951a2e84b28ae118976db7fe241 proquest_miscellaneous_2636502041 proquest_journals_2565699864 crossref_primary_10_3390_rs13163084 crossref_citationtrail_10_3390_rs13163084
PublicationCentury	2000
PublicationDate	20210806
PublicationDateYYYYMMDD	2021-08-06
PublicationDate_xml	– month: 08 year: 2021 text: 20210806 day: 06
PublicationDecade	2020
PublicationPlace	Basel
PublicationPlace_xml	– name: Basel
PublicationTitle	Remote sensing (Basel, Switzerland)
PublicationYear	2021
Publisher	MDPI AG
Publisher_xml	– name: MDPI AG
References	Gay (ref_22) 1999; 27 Leprince (ref_26) 2007; 45 Fenton (ref_4) 2006; 33 Ewing (ref_41) 2010; 57 Langford (ref_50) 2003; 104 Bridges (ref_8) 2012; 485 Baitis (ref_42) 2014; 15 Elbelrhiti (ref_14) 2005; 437 Hugenholtz (ref_45) 2012; 111 Solazzo (ref_32) 2018; 319 Ewing (ref_15) 2010; 114 Narteau (ref_16) 2009; 114 Alhajraf (ref_19) 2004; 19 Xia (ref_47) 2016; 12 Rubin (ref_6) 2009; 2 Hersen (ref_20) 2004; 37 Dong (ref_13) 2004; 60 Grohmann (ref_33) 2020; 143 McKee (ref_49) 1966; 7 Bourke (ref_7) 2010; 121 Vermeesch (ref_28) 2008; 35 Mohamed (ref_30) 2012; 119 Hugenholtz (ref_5) 2007; 77 Okyay (ref_46) 2019; 198 Tsoar (ref_52) 2004; 57 Parteli (ref_21) 2013; 3 ref_36 Ding (ref_34) 2020; 236 Saye (ref_39) 2005; 72 ref_31 Levin (ref_25) 2004; 90 Rubin (ref_10) 1990; 15 Bailey (ref_24) 2004; 59 (ref_18) 2014; 62 Ali (ref_35) 2020; 164 ref_38 Kocurek (ref_48) 2007; 197 Ha (ref_11) 1999; 42 Jimenez (ref_23) 1999; 46 Necsoiu (ref_29) 2009; 113 Livingstone (ref_9) 2007; 80 Dong (ref_44) 2015; 36 Ewing (ref_43) 2015; 240 ref_1 Dong (ref_12) 2000; 35 ref_3 Zhang (ref_17) 2010; 115 Woolard (ref_37) 2002; 48 Reitz (ref_40) 2010; 37 Ewing (ref_51) 2006; 31 Yao (ref_27) 2007; 70 Wasson (ref_2) 1983; 304
References_xml	– volume: 2 start-page: 653 year: 2009 ident: ref_6 article-title: Multiple origins of linear dunes on Earth and Titan publication-title: Nat. Geosci. doi: 10.1038/ngeo610 – volume: 60 start-page: 191 year: 2004 ident: ref_13 article-title: Geomorphology of the megadunes in the Badain Jaran Desert publication-title: Geomorphology doi: 10.1016/j.geomorph.2003.07.023 – volume: 104 start-page: 31 year: 2003 ident: ref_50 article-title: The Holocene history of the White Sands dune field and influences on eolian deflation and playa lakes publication-title: Quat. Int. doi: 10.1016/S1040-6182(02)00133-7 – volume: 113 start-page: 2441 year: 2009 ident: ref_29 article-title: Monitoring migration rates of an active subarctic dune field using optical imagery publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2009.07.004 – volume: 90 start-page: 190 year: 2004 ident: ref_25 article-title: Topographic information of sand dunes as extracted from shading effects using Landsat images publication-title: Remote. Sens. Environ. doi: 10.1016/j.rse.2003.12.008 – volume: 240 start-page: 44 year: 2015 ident: ref_43 article-title: Multi-spatial analysis of aeolian dune-field patterns publication-title: Geomorphology doi: 10.1016/j.geomorph.2014.11.023 – volume: 77 start-page: 1 year: 2007 ident: ref_5 article-title: Sand-water flows on cold-climate eolian dunes: Environmental analogs for the eolian rock record and Martian sand dunes publication-title: J. Sediment. Res. doi: 10.2110/jsr.2007.063 – volume: 42 start-page: 207 year: 1999 ident: ref_11 article-title: Morphodynamic study of reticulate dunes at southeastern fringe of the Tengger Desert publication-title: Sci. China doi: 10.1007/BF02878520 – volume: 304 start-page: 337 year: 1983 ident: ref_2 article-title: Factors determining desert dune type publication-title: Nature doi: 10.1038/304337a0 – volume: 70 start-page: 80 year: 2007 ident: ref_27 article-title: Migration of sand dunes on the northern Alxa Plateau, Inner Mongolia, China publication-title: J. Arid Environ. doi: 10.1016/j.jaridenv.2006.12.012 – ident: ref_1 – volume: 197 start-page: 313 year: 2007 ident: ref_48 article-title: White Sands Dune Field, New Mexico: Age, dune dynamics and recent accumulations publication-title: Sediment. Geol. doi: 10.1016/j.sedgeo.2006.10.006 – volume: 119 start-page: 105 year: 2012 ident: ref_30 article-title: Analyzing dune dynamics at the dune-field scale based on multi-temporal analysis of Landsat-TM images publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2011.12.010 – ident: ref_31 – volume: 164 start-page: 106 year: 2020 ident: ref_35 article-title: Improved optical image matching time series inversion approach for monitoring dune migration in North Sinai Sand Sea: Algorithm procedure, application, and validation publication-title: ISPRS J. Photogramm. Remote Sens. doi: 10.1016/j.isprsjprs.2020.04.004 – volume: 37 start-page: 507 year: 2004 ident: ref_20 article-title: On the crescentic shape of barchans dunes publication-title: Eur. Phys. J. B doi: 10.1140/epjb/e2004-00087-y – volume: 111 start-page: 319 year: 2012 ident: ref_45 article-title: Remote sensing and spatial analysis of aeolian sand dunes: A review and outlook publication-title: Earth Sci. Rev. doi: 10.1016/j.earscirev.2011.11.006 – volume: 319 start-page: 174 year: 2018 ident: ref_32 article-title: Mapping and measuring aeolian sand dunes with photogrammetry and LiDAR from unmanned aerial vehicles (UAV) and multispectral satellite imagery on the Paria Plateau, AZ, USA publication-title: Geomorphology doi: 10.1016/j.geomorph.2018.07.023 – ident: ref_38 – volume: 3 start-page: 2858 year: 2013 ident: ref_21 article-title: Numerical modeling of the wind flow over a transverse dune publication-title: Sci. Rep. doi: 10.1038/srep02858 – volume: 57 start-page: 1199 year: 2010 ident: ref_41 article-title: Aeolian dune interactions and dune-field pattern formation: White Sands Dune Field, New Mexico publication-title: Sedimentology – volume: 198 start-page: 1 year: 2019 ident: ref_46 article-title: Airborne lidar change detection: An overview of Earth sciences applications publication-title: Earth Sci. Rev. doi: 10.1016/j.earscirev.2019.102929 – volume: 36 start-page: 5526 year: 2015 ident: ref_44 article-title: Automated measurement of sand dune migration using multi-temporal LiDAR data and GIS publication-title: Int. J. Remote Sens. doi: 10.1080/01431161.2015.1093192 – volume: 46 start-page: 689 year: 1999 ident: ref_23 article-title: Aeolian dune migration along the Ceara coast, north-eastern Brazil publication-title: Sedimentology doi: 10.1046/j.1365-3091.1999.00240.x – ident: ref_3 – volume: 80 start-page: 239 year: 2007 ident: ref_9 article-title: Geomorphology of desert sand dunes: A review of recent progress publication-title: Earth Sci. Rev. doi: 10.1016/j.earscirev.2006.09.004 – volume: 45 start-page: 1529 year: 2007 ident: ref_26 article-title: Automatic and precise orthorectification, coregistration, and subpixel correlation of satellite images, application to ground deformation measurements publication-title: IEEE Trans. Geosci. Remote Sens. doi: 10.1109/TGRS.2006.888937 – volume: 485 start-page: 339 year: 2012 ident: ref_8 article-title: Earth-like sand fluxes on Mars publication-title: Nature doi: 10.1038/nature11022 – volume: 437 start-page: 720 year: 2005 ident: ref_14 article-title: Field evidence for surface-wave-induced instability of sand dunes publication-title: Nature doi: 10.1038/nature04058 – volume: 37 start-page: L19402 year: 2010 ident: ref_40 article-title: Barchan-parabolic dune pattern transition from vegetation stability threshold publication-title: Geophys. Res. Lett. doi: 10.1029/2010GL044957 – volume: 236 start-page: 1 year: 2020 ident: ref_34 article-title: Quantifying the spatio-temporal patterns of dune migration near Minqin Oasis in northwestern China with time series of Landsat-8 and Sentinel-2 observations publication-title: Remote Sens. Environ. doi: 10.1016/j.rse.2019.111498 – volume: 7 start-page: 1 year: 1966 ident: ref_49 article-title: Structures of dunes at White Sands National Monument, New Mexico (and a comparison with structures of dunes from other selected areas) publication-title: Sedimentology doi: 10.1111/j.1365-3091.1966.tb01579.x – volume: 19 start-page: 163 year: 2004 ident: ref_19 article-title: Computational fluid dynamic modeling of drifting particles at porous fences publication-title: Environ. Model. Softw. doi: 10.1016/S1364-8152(03)00118-X – volume: 57 start-page: 293 year: 2004 ident: ref_52 article-title: Elongation and migration of sand dunes publication-title: Geomorphology doi: 10.1016/S0169-555X(03)00161-2 – volume: 114 start-page: F03006 year: 2009 ident: ref_16 article-title: Setting the length and timescales of a cellular automaton dune model from the analysis of superimposed bed forms publication-title: J. Geophys. Res. doi: 10.1029/2008JF001127 – volume: 62 start-page: 187 year: 2014 ident: ref_18 article-title: A free cellular model of dune dynamics: Application to El Fangar spit dune system (Ebro Delta, Spain) publication-title: Comput. Geosci. doi: 10.1016/j.cageo.2013.07.017 – volume: 59 start-page: 165 year: 2004 ident: ref_24 article-title: Migration of parabolic dunes at Abberffraw, Anglesey, north Wales publication-title: Geomorphology doi: 10.1016/j.geomorph.2003.09.013 – volume: 115 start-page: F03041 year: 2010 ident: ref_17 article-title: Morphodynamics of barchan and transverse dunes using a cellular automaton model publication-title: J. Geophys. Res. doi: 10.1029/2009JF001620 – volume: 33 start-page: L20201 year: 2006 ident: ref_4 article-title: Dune migration and slip face advancement in the Rabe Crater dune field, Mars publication-title: Geophys. Res. Lett. doi: 10.1029/2006GL027133 – volume: 27 start-page: 279 year: 1999 ident: ref_22 article-title: Observations regarding the movement of barchan sand dunes in the Nazca to Tanaca area of southern Peru publication-title: Geomorphology doi: 10.1016/S0169-555X(98)00084-1 – volume: 15 start-page: 269 year: 2014 ident: ref_42 article-title: Definition and origin of the dune-field pattern at White Sands, New Mexico publication-title: Aeolian Res. doi: 10.1016/j.aeolia.2014.06.004 – volume: 114 start-page: 175 year: 2010 ident: ref_15 article-title: Aeolian dune-field pattern boundary conditions publication-title: Geomorphology doi: 10.1016/j.geomorph.2009.06.015 – volume: 121 start-page: 1 year: 2010 ident: ref_7 article-title: Extraterrestrial dunes: An introduction to the special issue on planetary dune systems publication-title: Geomorphology doi: 10.1016/j.geomorph.2010.04.007 – volume: 48 start-page: 269 year: 2002 ident: ref_37 article-title: Spatial characterization, resolution, and volumetric change of coastal dunes using airborne LIDAR: Cape Hatteras, North Carolina publication-title: Geomorphology doi: 10.1016/S0169-555X(02)00185-X – volume: 72 start-page: 128 year: 2005 ident: ref_39 article-title: Beach–dune morphological relationships and erosion/accretion: An investigation at five sites in England and Wales using LIDAR data publication-title: Geomorphology doi: 10.1016/j.geomorph.2005.05.007 – volume: 15 start-page: 11 year: 1990 ident: ref_10 article-title: Lateral migration of linear dunes in the Strzelecki Desert, Australia publication-title: Earth Surf. Process. Landf. doi: 10.1002/esp.3290150102 – volume: 143 start-page: 1 year: 2020 ident: ref_33 article-title: Dune migration and volume change from airborne LiDAR, terrestrial LiDAR and Structure from Motion-Multi View Stereo publication-title: Comput. Geosci. doi: 10.1016/j.cageo.2020.104569 – ident: ref_36 – volume: 31 start-page: 1176 year: 2006 ident: ref_51 article-title: Pattern analysis of dune-field parameters publication-title: Earth Surf. Process. Landf. doi: 10.1002/esp.1312 – volume: 12 start-page: 1316 year: 2016 ident: ref_47 article-title: A GIS add-in for automated measurement of sand dune migration using LiDAR-derived multi-temporal and high-resolution digital elevation models publication-title: Geosphere doi: 10.1130/GES01329.1 – volume: 35 start-page: 219 year: 2000 ident: ref_12 article-title: Monitoring sand dune advance in the Taklimakan Desert publication-title: Geomorphology doi: 10.1016/S0169-555X(00)00039-8 – volume: 35 start-page: L24404 year: 2008 ident: ref_28 article-title: Remotely sensed dune celerity and sand flux measurements of the world’s fastest barchans (Bodélé, Chad) publication-title: Geophys. Res. Lett. doi: 10.1029/2008GL035921
SSID	ssj0000331904
Score	2.3107674
Snippet	While remote sensing methods have long been used for coastal and desert sand dune studies, few methods have been developed for the automated measurement of...
SourceID	doaj proquest crossref
SourceType	Open Website Aggregation Database Enrichment Source Index Database
StartPage	3084
SubjectTerms	Angle of repose Automation Digital Elevation Models Dunes Elevation Geographic information systems LiDAR Methods New Mexico Programming languages Random sampling Remote sensing Sand sand dune migration Sensitivity analysis Spatial analysis Statistical sampling Toe toe line tracking
SummonAdditionalLinks	– databaseName: Engineering Database dbid: M7S link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Na9wwEBVpUmgvbfpFt02DQnvpwcTyhyyfyqabkEMSSpOW3IykGW8XFjtZ7wYC_fEdyVqn0JJLDAYjy8YwI-nNaPweY59UbkuIrYpqIyhAKQxEZY5Iw11nEBsp0acGfp4UZ2fq8rL8FhJuXSirXM-JfqKG1roc-X7ikEfpyMS_XF1HTjXK7a4GCY1HbMuxJAhfunc-5FjilBwsznpW0pSi-_1FJ1JCIJ7M9K91yNP1_zMb-yXm6PlDP26bPQvgko97b3jBNrB5yZ4EnfNft6_Y7zGnWY2fetloTniVj1fLlkArAjUO2ULe1vxcN8AJ3iI_nU17N-EHtOQBpwv_22500dNazfnJbDL-Hk3ImW_o_mQ2dUok_HCOfb6XO8G1efea_Tg6vPh6HAX9hUhnolhGho7MFmVBJxqIwRqTa1ApSKulAJOnJheQEOKiANvSMzlYjQpBC1r2ZfqGbTZtg28Zt1gXdZlpK7XJhIVSFWBdBWuJMrfajNjntTUqG8jJnUbGvKIgxVmuurPciH0c-l71lBz_7XXgjDr0cDTavqFdTKswKiuntawIY-oEVWYSpZHiLQJoYIoaCduM2M7a3lUY2111Z-wR2xtu06h0Wy26wXZFfWRK0DeJM_Hu_le8Z08TVyXjilDkDttcLlb4gT22N8tZt9j17vwHgUYAgg priority: 102 providerName: ProQuest
Title	A New Method for Automated Measurement of Sand Dune Migration Based on Multi-Temporal LiDAR-Derived Digital Elevation Models
URI	https://www.proquest.com/docview/2565699864 https://www.proquest.com/docview/2636502041 https://doaj.org/article/62888951a2e84b28ae118976db7fe241
Volume	13
WOSCitedRecordID	wos000689775300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: DOA dateStart: 20090101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources (ISSN International Center) customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M~E dateStart: 20090101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Advanced Technologies & Aerospace Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: P5Z dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: Earth, Atmospheric & Aquatic Science Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PCBAR dateStart: 20090301 isFulltext: true titleUrlDefault: https://search.proquest.com/eaasdb providerName: ProQuest – providerCode: PRVPQU databaseName: Engineering Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: M7S dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: BENPR dateStart: 20090301 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Publicly Available Content Database customDbUrl: eissn: 2072-4292 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000331904 issn: 2072-4292 databaseCode: PIMPY dateStart: 20090301 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1La9wwEB5KWmgvoU-6TbqotJceTPzU47ib3dBCdjFJWtJejB7jdGHxhn0EAqW_PSPZ2S600EsNNkYag5BGmm_k0TcAH2RhlYutjGqTkIMijItUgUjTXecuNpxj2Br4eiqmU3l5qcqdVF8-JqylB2477sinw5UEA3SKMjep1EiQmGyoM6LGNBxZT2OhdpypsAZnpFpx3vKRZuTXHy1XSUbYI9CY7ligQNT_xzocjMvJU9jvUCEbtK15Bg-weQ6PuwTlP25fwM8Bo-WITUK-Z0ZAkw026wWhTXRUuN3mY4uanevGMcKlyCazq3Z82ZBslWP0Es7bRhctH9Wcnc5Gg7NoRFp4Q_Wj2ZVPIcLGc2w3apnPlDZfvYQvJ-OL409Rlzgh0nki1pGhK7dCCbrRuNhZYwrtZOa41TxxpshMkbiUoBJ5xpa-KZzVKNHphOw1z17BXrNo8DUwi7WoVa4t1yZPrFNSOOtDTxXywmrTg4_3nVnZjlXcJ7eYV-Rd-I6vfnd8D95vZa9bLo2_Sg39mGwlPP91KCCtqDqtqP6lFT04vB_RqpuUqyr14FV5PvoevNtW03Ty_0h0g4sNyfCMMGsa58mb_9GOA3iS-iAYH2PCD2FvvdzgW3hkb9az1bIPD4fjaXnWD7rb92Gn5_75a0zPsvhO9eXnSfntDvpr97k
linkProvider	Directory of Open Access Journals
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9NAEB6VFKm9UF5VAwUWAQcOVv1c2weEUtKqUZMogoDKyexjnEaK7BInRZX6m_iNzPpVJBC3HrBkybLXK9n-dvab2fF8AK-jQMXaVpGVSocclFBqKw4QabgLX9uScyxDA1-G4XgcnZ3Fkw342fwLY9IqG5tYGmqdKxMjP3AN84hNMfH3F98toxplVlcbCY0KFqd49YNctuLdoE_f943rHh9NP5xYtaqAJXwnXFmSNl-FcUg7Sm1rJWUgdORprgR3tAw8GTjaJR5BbqOiewKtBEaohUOTGfeo3zuw6Ruwd2BzMhhNvrZRHdsjSNt-VQfV82L7YFk4Ht1Ulk_9beYrBQL-sP_lpHa887-9jvtwr6bPrFfh_QFsYPYQtmol9_OrR3DdY2S32agUxmbEyFlvvcqJlqOmk208lOUp-yQyzYjAIxvNZ9VAYIc0qWtGB-WPyda0Kty1YMN5v_fR6tNwvaTr_fnMaK2wowVWEW1mJOUWxWP4fCsPvwudLM9wD5jCNExjXygupO8oHUehViZHN0YeKCG78Lb5-omqy68bFZBFQm6YQUpyg5QuvGrbXlRFR_7a6tCAqG1hCoWXJ_LlLKntTmLUpCNi0cLFyJduJJA8SqKgWoYpEnvrwn6Dr6S2XkVyA64uvGwvk90xi0kiw3xNbbhH5N61fefJv7t4AVsn09EwGQ7Gp09h2zU5QSblhu9DZ7Vc4zO4qy5X82L5vB5MDL7dNmB_AdzHYcU
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1bi9NQEB7WVdQX72J11SPqgw-huZ-TB5Gu2eKy3VJ0lcWXeC6TWijJ2rQrC_4yf51zcltB8W0fLARKchJo883MN5PJfAAvRKQT42rh5MqjBIUr4yQRIpm7DI2r4hjr0sCnCZ9OxfFxMtuCn927MLatsvOJtaM2pbY18qFvmUdih4kP87YtYpaO35x8c6yClH3S2slpNBA5wLPvlL5Vr_dTutcvfX-8d_T2ndMqDDgy9PjaUfQJNU84baiMa7RSkTQiMLGWsWdUFKjIMz5xCkohNZ0TGS1RoJEeBbY4oOtegsucckzbTjiLPvf1HTcgcLthMxE1CBJ3uKq8gE6pB6n-FgNrqYA_IkEd3sY3_-c_5hbcaEk1GzVWcBu2sLgD11p9969nd-HHiJE3Z4e1XDYjns5Gm3VJZB0N7eyrpKzM2QdZGEa0HtnhYt6YB9ulUG8YfalfV3aOmnFeSzZZpKP3TkpGfErH08XcKrCwvSU2dW5mheaW1T34eCE__j5sF2WBD4BpzHmehFLHUoWeNongRtvO3QTjSEs1gFcdEjLdDmW32iDLjJIzi5rsHDUDeN6vPWlGkfx11a4FVL_Cjg-vd5SredZ6o8xqTAvi1tJHESpfSKQ8k4ipUTxH4nQD2OmwlrU-rcrOgTaAZ_1h8kb2EZMssNzQmjggyu-7offw35d4ClcJpdlkf3rwCK77tlHI9uHEO7C9Xm3wMVzRp-tFtXpSWxWDLxeN1l8RDWko
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+New+Method+for+Automated+Measurement+of+Sand+Dune+Migration+Based+on+Multi-Temporal+LiDAR-Derived+Digital+Elevation+Models&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.au=Dong%2C+Pinliang&rft.au=Xia%2C+Jisheng&rft.au=Zhong%2C+Ruofei&rft.au=Zhao%2C+Zhifang&rft.date=2021-08-06&rft.issn=2072-4292&rft.eissn=2072-4292&rft.volume=13&rft.issue=16&rft.spage=3084&rft_id=info:doi/10.3390%2Frs13163084&rft.externalDBID=n%2Fa&rft.externalDocID=10_3390_rs13163084
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-4292&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-4292&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-4292&client=summon