Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data

S. d’Oleire-Oltmanns; S. Gerasch; D. Tiede; S. Lang

doi:10.3990/2.421

Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data

S. d’Oleire-Oltmanns^*, S. Gerasch, D. Tiede, S. Lang

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

5 Downloads (Pure)

Abstract

The potential of UAV-based data for fine-scaled remote sensing applications has been investigated for several years and is still increasing. The presented study is attached to the field of landform mapping. Mapping and extracting of landforms contributes to different sectors such as agriculture, disaster management and nature conservation. In this study recent experiences and results from working in a nature conservation area are presented. The chosen study area ’Haarmoos’ is located southwest of the lake Abtsdorf, Bavaria and is declared under the European wide Natura 2000 network. Optical imagery and terrain data were analyzed in an integrated approach based on object-based image analysis (OBIA). The classification delivered good results. Ditches may be classified well by the presented approach whereas a tradeoff was made between local rule set adaption and applicability to further data sets. The validation of the classification results was based on three steps.

Original language	English
Title of host publication	Proceedings of GEOBIA 2016
Subtitle of host publication	Solutions and synergies, 14-16 September 2016, Enschede, Netherlands
Editors	N. Kerle, M. Gerke, S. Lefevre
Place of Publication	Enschede
Publisher	University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC)
Number of pages	4
ISBN (Print)	978-90-365-4201-2
DOIs	https://doi.org/10.3990/2.421
Publication status	Published - 2016
Externally published	Yes
Event	6th International Conference on Geographic Object-Based Image Analysis, GEOBIA 2016: Solutions & Synergies - University of Twente Faculty of Geo-Information and Earth Observation (ITC), Enschede, Netherlands Duration: 14 Sep 2016 → 16 Sep 2016 Conference number: 6 https://www.geobia2016.com/

Conference

Conference	6th International Conference on Geographic Object-Based Image Analysis, GEOBIA 2016
Abbreviated title	GEOBIA
Country/Territory	Netherlands
City	Enschede
Period	14/09/16 → 16/09/16
Internet address	https://www.geobia2016.com/

Access to Document

10.3990/2.421

ArticleFinal published version, 4.14 MB

1 Book

GEOBIA 2016 : Solutions and Synergies., 14-16 September 2016, University of Twente Faculty of Geo-Information and Earth Observation (ITC): open access e-book
Kerle, N. (ed.), Gerke, M. (ed.) & Lefèvre, S. (ed.), 2016, Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC).
Research output: Book/Report › Book › Academic

Open Access
File

44 Downloads (Pure)

Cite this

d’Oleire-Oltmanns, S., Gerasch, S., Tiede, D., & Lang, S. (2016). Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data. In N. Kerle, M. Gerke, & S. Lefevre (Eds.), Proceedings of GEOBIA 2016: Solutions and synergies, 14-16 September 2016, Enschede, Netherlands University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). https://doi.org/10.3990/2.421

d’Oleire-Oltmanns, S. ; Gerasch, S. ; Tiede, D. et al. / Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data. Proceedings of GEOBIA 2016: Solutions and synergies, 14-16 September 2016, Enschede, Netherlands. editor / N. Kerle ; M. Gerke ; S. Lefevre. Enschede : University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), 2016.

@inproceedings{d0cd94121b7f44b48257b08b7670cb3b,

title = "Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data",

abstract = "The potential of UAV-based data for fine-scaled remote sensing applications has been investigated for several years and is still increasing. The presented study is attached to the field of landform mapping. Mapping and extracting of landforms contributes to different sectors such as agriculture, disaster management and nature conservation. In this study recent experiences and results from working in a nature conservation area are presented. The chosen study area {\textquoteright}Haarmoos{\textquoteright} is located southwest of the lake Abtsdorf, Bavaria and is declared under the European wide Natura 2000 network. Optical imagery and terrain data were analyzed in an integrated approach based on object-based image analysis (OBIA). The classification delivered good results. Ditches may be classified well by the presented approach whereas a tradeoff was made between local rule set adaption and applicability to further data sets. The validation of the classification results was based on three steps.",

author = "S. d{\textquoteright}Oleire-Oltmanns and S. Gerasch and D. Tiede and S. Lang",

year = "2016",

doi = "10.3990/2.421",

language = "English",

isbn = "978-90-365-4201-2",

editor = "N. Kerle and M. Gerke and S. Lefevre",

booktitle = "Proceedings of GEOBIA 2016",

publisher = "University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC)",

note = "6th International Conference on Geographic Object-Based Image Analysis, GEOBIA 2016 : Solutions & Synergies, GEOBIA ; Conference date: 14-09-2016 Through 16-09-2016",

url = "https://www.geobia2016.com/",

}

d’Oleire-Oltmanns, S, Gerasch, S, Tiede, D & Lang, S 2016, Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data. in N Kerle, M Gerke & S Lefevre (eds), Proceedings of GEOBIA 2016: Solutions and synergies, 14-16 September 2016, Enschede, Netherlands. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), Enschede, 6th International Conference on Geographic Object-Based Image Analysis, GEOBIA 2016, Enschede, Netherlands, 14/09/16. https://doi.org/10.3990/2.421

Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data. / d’Oleire-Oltmanns, S.; Gerasch, S.; Tiede, D. et al.

Proceedings of GEOBIA 2016: Solutions and synergies, 14-16 September 2016, Enschede, Netherlands. ed. / N. Kerle; M. Gerke; S. Lefevre. Enschede : University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), 2016.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data

AU - d’Oleire-Oltmanns, S.

AU - Gerasch, S.

AU - Tiede, D.

AU - Lang, S.

N1 - Conference code: 6

PY - 2016

Y1 - 2016

N2 - The potential of UAV-based data for fine-scaled remote sensing applications has been investigated for several years and is still increasing. The presented study is attached to the field of landform mapping. Mapping and extracting of landforms contributes to different sectors such as agriculture, disaster management and nature conservation. In this study recent experiences and results from working in a nature conservation area are presented. The chosen study area ’Haarmoos’ is located southwest of the lake Abtsdorf, Bavaria and is declared under the European wide Natura 2000 network. Optical imagery and terrain data were analyzed in an integrated approach based on object-based image analysis (OBIA). The classification delivered good results. Ditches may be classified well by the presented approach whereas a tradeoff was made between local rule set adaption and applicability to further data sets. The validation of the classification results was based on three steps.

AB - The potential of UAV-based data for fine-scaled remote sensing applications has been investigated for several years and is still increasing. The presented study is attached to the field of landform mapping. Mapping and extracting of landforms contributes to different sectors such as agriculture, disaster management and nature conservation. In this study recent experiences and results from working in a nature conservation area are presented. The chosen study area ’Haarmoos’ is located southwest of the lake Abtsdorf, Bavaria and is declared under the European wide Natura 2000 network. Optical imagery and terrain data were analyzed in an integrated approach based on object-based image analysis (OBIA). The classification delivered good results. Ditches may be classified well by the presented approach whereas a tradeoff was made between local rule set adaption and applicability to further data sets. The validation of the classification results was based on three steps.

U2 - 10.3990/2.421

DO - 10.3990/2.421

M3 - Conference contribution

SN - 978-90-365-4201-2

BT - Proceedings of GEOBIA 2016

A2 - Kerle, N.

A2 - Gerke, M.

A2 - Lefevre, S.

PB - University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC)

CY - Enschede

T2 - 6th International Conference on Geographic Object-Based Image Analysis, GEOBIA 2016

Y2 - 14 September 2016 through 16 September 2016

ER -

d’Oleire-Oltmanns S, Gerasch S, Tiede D, Lang S. Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data. In Kerle N, Gerke M, Lefevre S, editors, Proceedings of GEOBIA 2016: Solutions and synergies, 14-16 September 2016, Enschede, Netherlands. Enschede: University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). 2016 doi: 10.3990/2.421

Small scale landform mapping by integrated optical (2D) and terrain (3D) UAV data

Abstract

Conference

Access to Document

Fingerprint

Research output

GEOBIA 2016 : Solutions and Synergies., 14-16 September 2016, University of Twente Faculty of Geo-Information and Earth Observation (ITC): open access e-book

Cite this