potential and accuracy of digital landscape analysis based ... › organisation › comm › 3 ›...
TRANSCRIPT
![Page 1: Potential and Accuracy of Digital Landscape Analysis based ... › organisation › comm › 3 › activities... · Institute for AgroEcology Potential and Accuracy of Digital Landscape](https://reader033.vdocuments.us/reader033/viewer/2022060500/5f1a3e9e3374704b95733d94/html5/thumbnails/1.jpg)
Institute for AgroEcology
Potential and Accuracy
of Digital Landscape Analysis
based on high resolution remote sensing data
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Dr. Matthias Trapp, Gregor Tintrup genannt Suntrup, Kai Thomas, Tanja Jalke, Djamal Guerniche, RLP AgroScience, Germany, Section Environmental Information Systems
Henning Schrader, Infoterra, Germany
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Institute for AgroEcology
IfA Institute for AgroEcology
SectionAngewandte
Standortökologie
Section Stoffstrom-
management
Section Ecochemistry
SectionEnvironmental
Information Systems
Rhineland-Palatinate AgroScience GmbH
non profit research institute
100 % daughter of Ministry
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Institute for AgroEcology
Our main objectives
Working with „stupid pictures“,
and
converting them tointelligent geodata
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Institute for AgroEcology
…from raw data
toproducts
Our main objectives
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Institute for AgroEcology
Remote sensing data with different spatial and temp oral resolution are today available (nearly) for the whole world.
In Past: Coarse resolution (Land-SAT...) Today: new generation of high resolution remote sensing data
useful for realistic landscape classification (arable land or vegetation, structures and forests)
Presented today:
� Optical and multispectral sensors (orthoimages, (IKON OS-2) and Quickbird): land cover classification
� High resolution radar satellite TerraSAR-X (Infoterr a GmbH, Germany):
topographical mapping roads, railways, settlements , industrial buildings, etc...
First analysis of the TerraSAR-X will be shown as Ca se studys (Germany and Tunesia)
Contents
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Case Study (Germany): hr multispectral images and geoda ta
Classification and mapping of arable land and vegeta tion as basis
for the calculation of biogas and biomass potential
for an up-to-date biotope cadastre
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
high resolution aerial photos
high resolution satellite images
false color presentation:near infrared, blue, green
Source: raw data
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Institute for AgroEcology
Bild
Level 1
Level 2
knowledge-based semi-automated classification process
(with Definiens)
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
orchardsingle tree
photo documentation aerial image classification
orchardespalier
knowledge-based semi-automated classification process
(with Definiens)
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Result: landscape classification
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Institute for AgroEcology
Digital Terrain Model overlapped with classification results
Result: landscape classification
...flood areas from DTM
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Institute for AgroEcology
Accuracy: hr-classification and cadastrial informati on (ALK)
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Institute for AgroEcology
Accuracy: hr-classification and cadastrial information (ALK)
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Institute for AgroEcology
Accuracy: hr-classification and cadastrial informati on (ALK)
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Institute for AgroEcology
Accuracy: hr-classification and cadastrial information (ALK)
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
30%
1%
32%1%
3%
33% forest
afforestation
grassland, meadows
wetlands
arable land
others
Result: landscape classification and analysis:
mapping, statistics, analysis
Ground truthing showed an accuracy of 95 % - 98 %
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
8°20'0"E8°10'0"E8°0'0"E
49°30'0"N
49°20'0"N
49°10'0"N
Legend
Radius 20km
Landuse
Urban area (14557 ha)
Forest (57193 ha)
Arable land (24721 ha)
Grassland (9575 ha)
Wine (16673 ha)
Orchard (1051 ha)
±Location in Germany
!H
!H
!H
Contractor C
Contractor B
Contractor A
Potential plant location
Legend
Radius 20km
Administrative District
Highway
Major Road
Logistics
!H Contractor A (22,1 km)
!H Contractor B (19,9 km)
!H Contractor C (25,0 km)
!H Plant location
Biogas Quantities
7.800
Forest + Grassland
Pomace
Crops + Fruitrests
Dung
±
0 5 10km
Summary
� Visualisation and identification of substrate- and biogaspotentials
� Location Evaluations to maintain Cost-Effectiveness (e.g. shortest paths)
Applications: GIS-based Feasibility Study for Bioga s Plants
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Institute for AgroEcology
Perspectives: Applications based on LIDAR DTM and D SM
LIDAR: Light Detection And Ranging“DTM: Digital Terain ModelDSM: Digital Surface Model
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Institute for AgroEcology
Perspectives: Applications based on LIDAR DTM (3 Point s per sqm)
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Institute for AgroEcology
Perspectives: Applications based on LIDAR DSM
DSMHeigth above surface [m]
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Meaningful applications:
Mapping of buildings, roads...
Calculation of terrain models:
� slope
� aspect
� potential solar radiation
� ...
but ,
available only for small areas
expensive...
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Especially for countries with a lack of small scaled geodata
(this means high resolution)
the generating of basic geodata like
topographical maps combined with the classification of land cover
delivers important georeferenced information for
organising, planning and managing
ecological and even economical issues
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Case Study: TerraSAR-X 1
1: TerraSAR-X : Infoterra GmbH, Germany
� semi-automated mapping and analysing of anthropogenic land cover
� topographical information
� settlements, buildings
� streets...
Combination of multispectral sensor data and Terra-SAR-X data
Terra-SAR-X: Advantages
� weather (clouds...) and daylight independent
� reflexion of sealing areas like streets, building, surface waters
SpotLight : up to 1 m resolution, scene size 10 km (width) x 5 km (length)
StripMap : up to 3 m resolution, scene size 30 km (width) x 50 km (length)
ScanSAR: up to 18 m resolution, scene size 100 km (width) x 150 km (length)
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
Germany, region Kaiserslautern
TerraSAR-X, SpotLight Data
Anthropogenic
features
derived from
German ATKIS(vector-based,
medium scaled)
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
First evaluations of this new sensor showed a high potential
especially in combination with multispectral images
for a semi-automated classification of land cover a nd anthropogenic land use.
The extraction of sealed objects from Terra-SAR-X
was compared with anthropogenic features from the G erman ATKIS data
and we found in a first study a high accuracy in a medium scaled resolution
(1:10.000 – 1:25.000)
...
had to be continued
...
Now first results from InfoTerra GmbH, Germany ,Case Study Tunesia: Topographical Mapping
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Institute for AgroEcology
Topomap based on StripMap data
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Institute for AgroEcology
Topomap based on StripMap data
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Institute for AgroEcology
'Spatial Information for Sustainable Management of Urban Areas'Mainz, 2 - 4 February 2009, Germany
� Optical and mulitspectral images in high resolution a re available world-wide and can be classified by using object oriented imag e classifcation software semi-automated
Applications:land cover, topographical mapping, assessment of biomass/biogas potential
� New radar images like TerraSAR-X (and Terra-SAR-X Ta ndem) are available world-wide in different scale levels:from high to medium resolution: overview mapping to detailed infrustructure analysis
Applications:topographical mapping, infrastructure and anthropogenic features (sealed surfaces!)generating DTM (10m resolution)
� Very high resolution DTM and DSM data can be used f or better planning andvisualising in small scaled regions
Conclusions and “Take Home Messages”
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Institute for AgroEcology
Thank you for your kind attention!