Utilizing Airborne LiDAR and UAV Photogrammetry Techniques in Local Geoid Model Determination and Validation

This investigation evaluates the performance of digital terrain models (DTMs) generated in different vertical datums by aerial LiDAR and unmanned aerial vehicle (UAV) photogrammetry techniques, for the determination and validation of local geoid models. Many engineering projects require the point he...

Full description

Saved in:
Bibliographic Details
Published inISPRS international journal of geo-information Vol. 9; no. 9; p. 528
Main Authors Erol, Serdar, Özögel, Emrah, Kuçak, Ramazan Alper, Erol, Bihter
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.09.2020
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This investigation evaluates the performance of digital terrain models (DTMs) generated in different vertical datums by aerial LiDAR and unmanned aerial vehicle (UAV) photogrammetry techniques, for the determination and validation of local geoid models. Many engineering projects require the point heights referring to a physical surface, i.e., geoid, rather than an ellipsoid. When a high-accuracy local geoid model is available in the study area, the physical heights are practically obtained with the transformation of global navigation satellite system (GNSS) ellipsoidal heights of the points. Besides the commonly used geodetic methods, this study introduces a novel approach for the determination and validation of the local geoid surface models using photogrammetry. The numeric tests were carried out in the Bergama region, in the west of Turkey. Using direct georeferenced airborne LiDAR and indirect georeferenced UAV photogrammetry-derived point clouds, DTMs were generated in ellipsoidal and geoidal vertical datums, respectively. After this, the local geoid models were calculated as differences between the generated DTMs. Generated local geoid models in the grid and pointwise formats were tested and compared with the regional gravimetric geoid model (TG03) and a high-resolution global geoid model (EIGEN6C4), respectively. In conclusion, the applied approach provided sufficient performance for modeling and validating the geoid heights with centimeter-level accuracy.
AbstractList This investigation evaluates the performance of digital terrain models (DTMs) generated in different vertical datums by aerial LiDAR and unmanned aerial vehicle (UAV) photogrammetry techniques, for the determination and validation of local geoid models. Many engineering projects require the point heights referring to a physical surface, i.e., geoid, rather than an ellipsoid. When a high-accuracy local geoid model is available in the study area, the physical heights are practically obtained with the transformation of global navigation satellite system (GNSS) ellipsoidal heights of the points. Besides the commonly used geodetic methods, this study introduces a novel approach for the determination and validation of the local geoid surface models using photogrammetry. The numeric tests were carried out in the Bergama region, in the west of Turkey. Using direct georeferenced airborne LiDAR and indirect georeferenced UAV photogrammetry-derived point clouds, DTMs were generated in ellipsoidal and geoidal vertical datums, respectively. After this, the local geoid models were calculated as differences between the generated DTMs. Generated local geoid models in the grid and pointwise formats were tested and compared with the regional gravimetric geoid model (TG03) and a high-resolution global geoid model (EIGEN6C4), respectively. In conclusion, the applied approach provided sufficient performance for modeling and validating the geoid heights with centimeter-level accuracy. Keywords: airborne LIDAR; UAV photogrammetry; georeferencing; digital terrain model; local geoid; vertical datum
This investigation evaluates the performance of digital terrain models (DTMs) generated in different vertical datums by aerial LiDAR and unmanned aerial vehicle (UAV) photogrammetry techniques, for the determination and validation of local geoid models. Many engineering projects require the point heights referring to a physical surface, i.e., geoid, rather than an ellipsoid. When a high-accuracy local geoid model is available in the study area, the physical heights are practically obtained with the transformation of global navigation satellite system (GNSS) ellipsoidal heights of the points. Besides the commonly used geodetic methods, this study introduces a novel approach for the determination and validation of the local geoid surface models using photogrammetry. The numeric tests were carried out in the Bergama region, in the west of Turkey. Using direct georeferenced airborne LiDAR and indirect georeferenced UAV photogrammetry-derived point clouds, DTMs were generated in ellipsoidal and geoidal vertical datums, respectively. After this, the local geoid models were calculated as differences between the generated DTMs. Generated local geoid models in the grid and pointwise formats were tested and compared with the regional gravimetric geoid model (TG03) and a high-resolution global geoid model (EIGEN6C4), respectively. In conclusion, the applied approach provided sufficient performance for modeling and validating the geoid heights with centimeter-level accuracy.
Audience Academic
Author Erol, Serdar
Kuçak, Ramazan Alper
Özögel, Emrah
Erol, Bihter
Author_xml – sequence: 1
  givenname: Serdar
  orcidid: 0000-0002-7100-8267
  surname: Erol
  fullname: Erol, Serdar
– sequence: 2
  givenname: Emrah
  surname: Özögel
  fullname: Özögel, Emrah
– sequence: 3
  givenname: Ramazan Alper
  orcidid: 0000-0002-1128-1552
  surname: Kuçak
  fullname: Kuçak, Ramazan Alper
– sequence: 4
  givenname: Bihter
  orcidid: 0000-0003-0854-788X
  surname: Erol
  fullname: Erol, Bihter
BookMark eNpNkUtrHDEMx01JoWmaU7-AoceyqZ8z9nFImjSwpaVkczV-zUTLjJ16nEP66evslhLpoAfSD4n_e3SScooIfaTkgnNNvsB-Ak00kUy9QaeMMbLRuhMnr_J36Hxd96SZplwJcormXYUZ_kCa8ADF5ZIi3sLV8AvbFPBuuMc_H3LNU7HLEmt5xnfRPyT4_RRXDAlvs7czvokZAv6eQ5zxVayxLJBshZwOkHs7QziUH9Db0c5rPP8Xz9Du-uvd5bfN9sfN7eWw3XhBeN2oPnDdRakIUb2VjLogOeu9dLTnXPaKyNgJ77Rwyo2SdyJGzpSjI6MtC_wM3R65Idu9eSyw2PJssgVzaOQyGVsq-DmakQQpGFVaKi-cJbYfow1UdK6RKOsb69OR9Vjyy9fV7PNTSe18w4QggqpOizZ1cZyabINCGnMt1jcPcQHfdBqh9YdOUCaJ0rotfD4u-JLXtcTx_5mUmBc5zSs5-V-yF5Lu
CitedBy_id crossref_primary_10_1007_s12517_022_09683_2
crossref_primary_10_1007_s40328_022_00378_4
crossref_primary_10_23939_istcgcap2023_98_063
crossref_primary_10_3390_ijgi9120739
crossref_primary_10_1007_s12517_021_08247_0
crossref_primary_10_3390_ijgi9110656
crossref_primary_10_3390_su132111773
crossref_primary_10_35414_akufemubid_936431
crossref_primary_10_3390_s21051649
crossref_primary_10_1016_j_earscirev_2022_104191
crossref_primary_10_1016_j_measurement_2024_114768
Cites_doi 10.1007/s12517-015-2098-7
10.3390/rs12030401
10.1117/12.689976
10.15292/geodetski-vestnik.2019.03.395-414
10.5194/isprsarchives-XL-1-W2-333-2013
10.1061/(ASCE)SU.1943-5428.0000317
10.1016/j.measurement.2020.108623
10.1007/11758532_123
10.5194/isprs-archives-XLII-4-W6-77-2017
10.5589/m03-022
10.1016/j.ifacol.2016.12.029
10.1007/s12145-013-0142-2
10.1109/TGRS.2003.810682
10.1016/j.measurement.2015.05.030
10.14358/PERS.70.3.331
10.1177/0309133308089496
10.3390/s150306560
10.1016/j.geomorph.2012.08.021
10.5194/isprsannals-II-2-W2-183-2015
10.1007/978-3-319-23814-2
10.5589/m10-056
10.1029/2011JB008916
10.1007/s11852-016-0492-2
10.1080/01431161.2014.994720
10.1515/9783110250008
10.1007/s00190-017-1022-1
10.3390/rs12030586
10.1016/j.measurement.2015.06.010
10.1201/9781315154381
10.1007/978-3-540-74700-0
10.1007/978-3-662-03482-8_62
10.3390/s16081168
10.3390/s17010150
ContentType Journal Article
Copyright COPYRIGHT 2020 MDPI AG
2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: COPYRIGHT 2020 MDPI AG
– notice: 2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
7SC
7UA
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
FR3
H96
HCIFZ
JQ2
KR7
L.G
L6V
L7M
L~C
L~D
M7S
P5Z
P62
PCBAR
PIMPY
PQEST
PQQKQ
PQUKI
PTHSS
DOA
DOI 10.3390/ijgi9090528
DatabaseName CrossRef
Computer and Information Systems Abstracts
Water Resources Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
AUTh Library subscriptions: ProQuest Central
Technology Collection
ProQuest Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Central
ASFA: Aquatic Sciences and Fisheries Abstracts
Engineering Research Database
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
SciTech Premium Collection (Proquest) (PQ_SDU_P3)
ProQuest Computer Science Collection
Civil Engineering Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) Professional
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
Earth, Atmospheric & Aquatic Science Database
ProQuest Publicly Available Content database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
Engineering Collection
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Water Resources Abstracts
Environmental Sciences and Pollution Management
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
ProQuest Engineering Collection
Natural Science Collection
ProQuest Central Korea
Advanced Technologies Database with Aerospace
Engineering Collection
Advanced Technologies & Aerospace Collection
Civil Engineering Abstracts
Engineering Database
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
ProQuest SciTech Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
DatabaseTitleList

CrossRef
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Geography
Visual Arts
EISSN 2220-9964
ExternalDocumentID oai_doaj_org_article_f0d54218958c4ba0a7fead146bee3127
A641250899
10_3390_ijgi9090528
GeographicLocations Turkey
GeographicLocations_xml – name: Turkey
GroupedDBID 5VS
8FE
8FG
8FH
AADQD
AAFWJ
AAHBH
AAYXX
ABJCF
ADBBV
AENEX
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ARAPS
BCNDV
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
CITATION
GROUPED_DOAJ
HCIFZ
IAO
ITC
KQ8
L6V
LK5
M7R
M7S
MODMG
M~E
OK1
P62
PCBAR
PIMPY
PROAC
PTHSS
RIG
ZBA
7SC
7UA
8FD
ABUWG
AZQEC
C1K
DWQXO
F1W
FR3
H96
JQ2
KR7
L.G
L7M
L~C
L~D
PQEST
PQQKQ
PQUKI
ID FETCH-LOGICAL-c403t-87d396e580087a521bd5327c5b173357805e64cb94b8bf5364ee328b1f21ee3d3
IEDL.DBID 8FG
ISSN 2220-9964
IngestDate Tue Oct 22 15:15:20 EDT 2024
Tue Nov 05 11:47:48 EST 2024
Fri Feb 02 04:22:35 EST 2024
Fri Aug 23 05:00:58 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c403t-87d396e580087a521bd5327c5b173357805e64cb94b8bf5364ee328b1f21ee3d3
ORCID 0000-0002-7100-8267
0000-0003-0854-788X
0000-0002-1128-1552
OpenAccessLink https://www.proquest.com/docview/2440418694?pq-origsite=%requestingapplication%
PQID 2440418694
PQPubID 2032387
ParticipantIDs doaj_primary_oai_doaj_org_article_f0d54218958c4ba0a7fead146bee3127
proquest_journals_2440418694
gale_infotracacademiconefile_A641250899
crossref_primary_10_3390_ijgi9090528
PublicationCentury 2000
PublicationDate 2020-09-01
PublicationDateYYYYMMDD 2020-09-01
PublicationDate_xml – month: 09
  year: 2020
  text: 2020-09-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle ISPRS international journal of geo-information
PublicationYear 2020
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References ref_50
Sona (ref_34) 2014; 7
ref_58
ref_57
ref_56
ref_11
Yilmaz (ref_14) 2016; 9
Westoby (ref_32) 2012; 179
ref_55
ref_10
Hodgson (ref_26) 2004; 70
ref_53
ref_52
Liu (ref_6) 2008; 32
Sties (ref_17) 2000; 33
ref_19
Reutebuch (ref_25) 2003; 29
ref_18
ref_16
ref_15
ref_60
ref_23
ref_21
ref_20
Doganalp (ref_64) 2015; 73
Erol (ref_54) 2020; 146
ref_62
Varga (ref_1) 2013; 12
ref_29
ref_28
Ruiz (ref_35) 2013; 40
ref_27
Erol (ref_63) 2011; 6
Wang (ref_12) 2017; 91
Pavlis (ref_59) 2012; 117
Uysal (ref_39) 2015; 73
Soycan (ref_22) 2019; 63
ref_33
Goulden (ref_61) 2010; 36
ref_30
Chiang (ref_37) 2015; 15
Varga (ref_3) 2015; 36
ref_38
Kayi (ref_13) 2015; 153
Gabrlik (ref_36) 2016; 49
ref_47
ref_46
ref_45
ref_44
ref_43
ref_42
ref_41
ref_40
Duval (ref_51) 2006; 60
ref_2
Burningham (ref_24) 2017; 21
ref_48
ref_9
Ullman (ref_31) 1979; 203
ref_8
Zhang (ref_49) 2003; 41
Wechsler (ref_5) 2003; 15
ref_4
ref_7
References_xml – volume: 9
  start-page: 1
  year: 2016
  ident: ref_14
  article-title: A research of consistencies and progresses of geoid models in Turkey
  publication-title: Arab. J. Geosci.
  doi: 10.1007/s12517-015-2098-7
  contributor:
    fullname: Yilmaz
– ident: ref_19
  doi: 10.3390/rs12030401
– volume: 203
  start-page: 405
  year: 1979
  ident: ref_31
  article-title: The interpretation of structure from motion
  publication-title: Proc. R. Soc. Lond. Ser. B Biol. Sci.
  contributor:
    fullname: Ullman
– ident: ref_16
– volume: 15
  start-page: 57
  year: 2003
  ident: ref_5
  article-title: Perceptions of digital elevation model uncertainty by DEM users
  publication-title: URISA J.
  contributor:
    fullname: Wechsler
– ident: ref_21
  doi: 10.1117/12.689976
– volume: 63
  start-page: 395
  year: 2019
  ident: ref_22
  article-title: Comparison of filtering algorithms used For DTM Production from airborne LiDAR data: A case study in Bergama, Turkey
  publication-title: Geod. Vestn.
  doi: 10.15292/geodetski-vestnik.2019.03.395-414
  contributor:
    fullname: Soycan
– volume: 40
  start-page: 333
  year: 2013
  ident: ref_35
  article-title: Evaluating the accuracy of DEM generation algorithms from UAV imagery
  publication-title: Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci.
  doi: 10.5194/isprsarchives-XL-1-W2-333-2013
  contributor:
    fullname: Ruiz
– ident: ref_42
– ident: ref_23
– volume: 153
  start-page: 42
  year: 2015
  ident: ref_13
  article-title: LiDAR test results carried out using OPTECH HA-500 and RIEGL LMS-Q1560
  publication-title: Map J.
  contributor:
    fullname: Kayi
– volume: 146
  start-page: 05020005
  year: 2020
  ident: ref_54
  article-title: Assessment of gridded gravity anomalies for precise geoid modeling in turkey
  publication-title: J. Surv. Eng.
  doi: 10.1061/(ASCE)SU.1943-5428.0000317
  contributor:
    fullname: Erol
– ident: ref_58
– ident: ref_11
  doi: 10.1016/j.measurement.2020.108623
– ident: ref_41
  doi: 10.1007/11758532_123
– ident: ref_4
– ident: ref_56
– ident: ref_52
– ident: ref_7
  doi: 10.5194/isprs-archives-XLII-4-W6-77-2017
– volume: 6
  start-page: 1351
  year: 2011
  ident: ref_63
  article-title: An automated height transformation using precise geoid models
  publication-title: Sci. Res. Essays
  contributor:
    fullname: Erol
– volume: 29
  start-page: 527
  year: 2003
  ident: ref_25
  article-title: Accuracy of a high-resolution lidar terrain model under a conifer forest canopy
  publication-title: Can. J. Remote Sens.
  doi: 10.5589/m03-022
  contributor:
    fullname: Reutebuch
– volume: 49
  start-page: 170
  year: 2016
  ident: ref_36
  article-title: Precise multi-sensor georeferencing system for micro UAVs
  publication-title: IFAC-PapersOnLine
  doi: 10.1016/j.ifacol.2016.12.029
  contributor:
    fullname: Gabrlik
– volume: 7
  start-page: 97
  year: 2014
  ident: ref_34
  article-title: Experimental analysis of different software packages for orientation and digital surface modelling from UAV images
  publication-title: Earth Sci. Inform.
  doi: 10.1007/s12145-013-0142-2
  contributor:
    fullname: Sona
– volume: 41
  start-page: 872
  year: 2003
  ident: ref_49
  article-title: A progressive morphological filter for removing nonground measurements from airborne LIDAR data
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2003.810682
  contributor:
    fullname: Zhang
– ident: ref_62
– ident: ref_38
– volume: 73
  start-page: 429
  year: 2015
  ident: ref_64
  article-title: Local geoid determination in strip area projects by using polynomials, least-squares collocation and radial basis functions
  publication-title: Measurement
  doi: 10.1016/j.measurement.2015.05.030
  contributor:
    fullname: Doganalp
– volume: 70
  start-page: 331
  year: 2004
  ident: ref_26
  article-title: Accuracy of airborne LIDAR-derived elevation: Empirical assessment and error budget
  publication-title: Photogramm. Eng. Remote Sens.
  doi: 10.14358/PERS.70.3.331
  contributor:
    fullname: Hodgson
– volume: 32
  start-page: 31
  year: 2008
  ident: ref_6
  article-title: Airborne LiDAR for DEM generation: Some critical issues
  publication-title: Prog. Phys. Geogr.
  doi: 10.1177/0309133308089496
  contributor:
    fullname: Liu
– ident: ref_20
– volume: 15
  start-page: 6560
  year: 2015
  ident: ref_37
  article-title: New calibration method using low cost MEM IMUs to verify the performance of UAV-borne MMS payloads
  publication-title: Sensors
  doi: 10.3390/s150306560
  contributor:
    fullname: Chiang
– volume: 179
  start-page: 300
  year: 2012
  ident: ref_32
  article-title: ‘Structure-from-Motion’ photogrammetry: A low-cost, effective tool for geoscience applications
  publication-title: Geomorphology
  doi: 10.1016/j.geomorph.2012.08.021
  contributor:
    fullname: Westoby
– ident: ref_8
  doi: 10.5194/isprsannals-II-2-W2-183-2015
– ident: ref_28
– ident: ref_45
  doi: 10.1007/978-3-319-23814-2
– ident: ref_53
– ident: ref_30
– volume: 36
  start-page: 365
  year: 2010
  ident: ref_61
  article-title: Investigating the effect of the deflection of the vertical on lidar observations
  publication-title: Can. J. Remote Sens.
  doi: 10.5589/m10-056
  contributor:
    fullname: Goulden
– ident: ref_47
– volume: 12
  start-page: 4
  year: 2013
  ident: ref_1
  article-title: Quality assessment and comparison of global digital elevation models on the territory of Republic of Croatia
  publication-title: Kartogr. Geoinformacije (Cartogr. Geoinf.)
  contributor:
    fullname: Varga
– volume: 117
  start-page: 1
  year: 2012
  ident: ref_59
  article-title: The development and evaluation of the Earth Gravitational Model 2008 (EGM2008)
  publication-title: J. Geophys. Res. Solid Earth
  doi: 10.1029/2011JB008916
  contributor:
    fullname: Pavlis
– volume: 21
  start-page: 209
  year: 2017
  ident: ref_24
  article-title: Improving accuracy of LiDAR-derived digital terrain models for saltmarsh management
  publication-title: J. Coast. Conserv.
  doi: 10.1007/s11852-016-0492-2
  contributor:
    fullname: Burningham
– volume: 36
  start-page: 170
  year: 2015
  ident: ref_3
  article-title: Accuracy validation and comparison of global digital elevation models over Croatia
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431161.2014.994720
  contributor:
    fullname: Varga
– ident: ref_9
  doi: 10.1515/9783110250008
– ident: ref_40
– volume: 91
  start-page: 1261
  year: 2017
  ident: ref_12
  article-title: The geoid slope validation survey 2014 and GRAV-D airborne gravity enhanced geoid comparison results in Iowa
  publication-title: J. Geod.
  doi: 10.1007/s00190-017-1022-1
  contributor:
    fullname: Wang
– ident: ref_18
– ident: ref_44
– volume: 60
  start-page: 165
  year: 2006
  ident: ref_51
  article-title: A gravimetric geoid model as a vertical datum in Canada
  publication-title: Geomatica
  contributor:
    fullname: Duval
– ident: ref_57
  doi: 10.3390/rs12030586
– volume: 73
  start-page: 539
  year: 2015
  ident: ref_39
  article-title: DEM generation with UAV photogrammetry and accuracy analysis in Sahitler hill
  publication-title: Measurement
  doi: 10.1016/j.measurement.2015.06.010
  contributor:
    fullname: Uysal
– ident: ref_50
– ident: ref_48
  doi: 10.1201/9781315154381
– ident: ref_29
– ident: ref_33
– ident: ref_10
  doi: 10.1007/978-3-540-74700-0
– ident: ref_2
– ident: ref_55
  doi: 10.1007/978-3-662-03482-8_62
– ident: ref_46
– ident: ref_15
– volume: 33
  start-page: 866
  year: 2000
  ident: ref_17
  article-title: Comparison of digital elevation data from airborne laser and interferometric SAR systems
  publication-title: Int. Arch. Photogramm. Remote Sens.
  contributor:
    fullname: Sties
– ident: ref_43
– ident: ref_60
  doi: 10.3390/s16081168
– ident: ref_27
  doi: 10.3390/s17010150
SSID ssj0000913840
Score 2.2709148
Snippet This investigation evaluates the performance of digital terrain models (DTMs) generated in different vertical datums by aerial LiDAR and unmanned aerial...
SourceID doaj
proquest
gale
crossref
SourceType Open Website
Aggregation Database
StartPage 528
SubjectTerms Accuracy
Aerial photography
airborne LIDAR
Algorithms
Artificial satellites in navigation
Digital elevation models
digital terrain model
Drone aircraft
Geoid
Geoids
Geomorphology
georeferencing
Geospatial data
Global navigation satellite system
Gravimetry
Gravity
Lasers
Lidar
local geoid
Measurement techniques
Methods
Model accuracy
Navigation
Navigational satellites
Optical radar
Performance evaluation
Photogrammetry
Software
Terrain models
Three dimensional models
Topography
UAV photogrammetry
Unmanned aerial vehicles
vertical datum
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1NT9wwELUqLm0PiFJQlwLyAYlThOOvTY7hS6iiFarYFTfLju1itIRqN3uAX89MkkV7qbj0FkWO5cyLPTPKzHuEHEFQEFzM8ywU1mfSMpkVMqqMl7yA8DaqKLHB-ecvfTWRP-7U3ZrUF9aE9fTAveFOIvNKgh8qVVFLZ5kdR3h52N8uBJHzvo-clWvJVHcGl7mA1KVvyBOQ15-khz-pZCVTqLu-5oI6pv5_ncedk7ncIptDdEirflVfyIfQbJOPg1D5_fM2-TxNi2U_YvGVzCZtmqUX8D60SnNAswn0Op1Xv6ltPJ1UU3pz_9R2BViPoZ0_09sVY-uCpoZeox-jMHvyFDXRZvR8VRyDcHWTTCFO72WXdsjk8uL27Cob5BOyWjLRwjnnRamDKpB2zoKbdl4JPq6Vy8cCSW6YClrWrpSucFEJLcGivHB55DlcebFLNpqnJnwjVFntg_ZSc-Ykh6RC6AgPFrVmDkm8RuRoZVHzt2fJMJBdoOHNmuFH5BSt_TYEqa27GwC4GQA37wE-IseIlcEN2M5tbYc-AlgpUlmZSksI2vBv5ojsr-A0w85cGI6EiKjDJff-x2q-k08cM_Cu6myfbLTzZTiAMKV1h90X-QpZG-R6
  priority: 102
  providerName: Directory of Open Access Journals
Title Utilizing Airborne LiDAR and UAV Photogrammetry Techniques in Local Geoid Model Determination and Validation
URI https://www.proquest.com/docview/2440418694
https://doaj.org/article/f0d54218958c4ba0a7fead146bee3127
Volume 9
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Nb9QwELWgPQAHBAXEQln5UIlT1MSxHeeEUtqlQqWqqu6qNyuOndbVki1Jeii_npnEKb3ALUocy5qx58Mev0fIHgQFztRJEjlV2oiXMY8Ur0XEcqYgvK1FzfGC849Tebzk3y_FZdhw60JZ5WQTB0NtNxXuke8zBLJD_iT-5fZXhKxReLoaKDSeku2EZRmWdKnFt4c9FsS8hARmvJaXQna_72-ufB7nsUD29UeOaMDr_5dVHlzN4hV5GWJEWoxKfU2euGaHPAt05df3O-TFynd3Y4vuDVkve7_2v8EH0cK3oNPG0RN_WJzTsrF0Wazo2fWmH8qwfrq-vacXE25rR31DT9CbUejdW4rMaGt6OJXIoNKGTlYQrY_kS2_JcnF08fU4CiQKUcXjtAdrZ9NcOqEQfK4EZ22sSFlWCZNkKULdxMJJXpmcG2VqkUruXMqUSWqWwJNN35GtZtO494SKUlonLZcsNpxBapHKGn5UlYwNQnnNyN4kUX07YmVoyDFQ8PqR4GfkAKX90AQBrocXm_ZKh_Wi69gKDuFHLlTFTRmXWQ1zHsy6gUGBrmfkM-pK4zLs27Iqw20CGCkCWulCcgjd8ExzRnYndeqwPjv9dzZ9-P_nj-Q5wwx7qCrbJVt9e-c-QRjSm_kw1-Zk--Do9Ox8PiTzfwBNad4j
link.rule.ids 315,783,787,867,2109,12778,21401,27937,27938,33386,33757,43613,43818,74370,74637
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELZgeyg9ICggFgr4UIlT1MSvTU4ofWmB7aqqdle9WXHstEHbbEnSQ_n1nUmc0gvcosRJrBl7Hvb4-wjZh6DAmSKKAhdnNhBZKIJYFDJgCYshvC1kIfCA89lcTZfix6W89AtujS-rHGxiZ6jtJsc18gOGQHbInyS-3f4OkDUKd1c9hcZzsoVQVfGIbB2ezM8vHldZEPUSUpj-YB6H_P6g_HVVJmESSuRff-KKOsT-f9nlztmcviIvfZRI016tr8kzV-2SbU9Yfn2_S3ZWZXPXt2jekPWyLdflH_BCNC1r0Grl6Kw8Ti9oVlm6TFf0_HrTdoVYN66t7-liQG5taFnRGfozCl8vLUVutDU9HopkUG3dR1YQr_f0S2_J8vRkcTQNPI1CkIuQt2DvLE-UkzHCz2Xgro2VnE1yaaIJR7CbUDolcpMIE5tCciWc4yw2UcEiuLL8HRlVm8q9J1RmyjplhWKhEQySC64KeDHOVWgQzGtM9geJ6tseLUNDloGC108EPyaHKO3HJghx3d3Y1FfazxhdhFYKCEASGefCZGE2KWDUg2E30KmIwb--oq40TsS2zvLMnyeAniKklU6VgOANdzXHZG9Qp_YztNF_x9OH_z_-Qrani7OZnn2f__xIXjDMt7sasz0yaus79wmCktZ89iPvAWsw3-U
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELaglXgcEBQqthTwoRKnaJP4sckJpWxXBZbVququerPi2G6DlmybpIfy65lJnNIL3KLESawZex72-PsIOYKgwGoXRYFNchPwPORBwp0I4jROILx1wnE84PxjIU9X_NuFuPD1T40vqxxsYmeozbbANfJxjEB2yJ_Ex86XRSyns8_XNwEySOFOq6fTeEx2J1wySMR2j08Wy7P7FRdEwIR0pj-kxyDXH5c_L8s0TEOBXOwP3FKH3v8vG905ntlL8sJHjDTrVfyKPLLVHnnqycuv7vbI83XZ3PYtmtdks2rLTfkbPBLNyho0XFk6L6fZGc0rQ1fZmi6vtm1XlPXLtvUdPR9QXBtaVnSOvo3C10tDkSdtQ6dDwQyqsPvIGmL3norpDVnNTs6_nAaeUiEoeMhasH2GpdKKBKHocnDd2ggWTwqhowlD4JtQWMkLnXKdaCeY5NayONGRiyO4Mmyf7FTbyr4lVOTSWGm4jEPNY0g0mHTwYlLIUCOw14gcDRJV1z1yhoKMAwWvHgh-RI5R2vdNEO66u7GtL5WfPcqFRnAIRlKRFFznYT5xMAPAyGvoVBTDvz6hrhROyrbOi9yfLYCeIryVyiSHQA53OEfkcFCn8rO1UX_H1sH_H38kT2DQqfnXxfd35FmMqXdXbnZIdtr61r6H-KTVH_zA-wPVMuQZ
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=Utilizing+Airborne+LiDAR+and+UAV+Photogrammetry+Techniques+in+Local+Geoid+Model+Determination+and+Validation&rft.jtitle=ISPRS+international+journal+of+geo-information&rft.au=Erol%2C+Serdar&rft.au=%C3%96z%C3%B6gel%2C+Emrah&rft.au=Ku%C3%A7ak%2C+Ramazan+Alper&rft.au=Erol%2C+Bihter&rft.date=2020-09-01&rft.issn=2220-9964&rft.eissn=2220-9964&rft.volume=9&rft.issue=9&rft.spage=528&rft_id=info:doi/10.3390%2Fijgi9090528&rft.externalDBID=n%2Fa&rft.externalDocID=10_3390_ijgi9090528
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2220-9964&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2220-9964&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2220-9964&client=summon