Development of a remote sensing based land barometer for sustainable land use management
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1 Bilateral German-Polish REFINA workshop Research and model projects on suburbanization and land consumption Development of a remote sensing based land barometer for sustainable land use management Thomas Esch (1),2, Doris Klein 1, Ralf Klein 1,Julia Wettemann 1 Klaus Einig, Brigitte Zaspel 3 Barbara Jahnz 4 1 University of Würzburg, Institute of Geography, Department of Remote Sensing, Würzburg 2 German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Environment and Security (US), Oberpfaffenhofen 3 Federal Institute for Research on Building, Urban Affairs and Spatial Development (BBSR), Bonn 4 Planning Association 'Munich outer economical region' (PV), Munich November 6-7, 2009 Gdansk (Poland)
2 Content Background and motivation Land barometer tool - Concept - Output Results - Regional level - Local level Feedback and conclusions Outlook
3 Background and motivation Funding priority II: Analyses, methods and assessment concepts - Indicator-based set of methods for assessing the sustainability of land management - Data pool (national, regional, communal) - Catalog of indicators - Software prototype (generation and visualization of indicators) - Application and evaluation of methods through model regions and stakeholders - Feasibility, continuaty - Informative value - Range of possible applications - Analysis of determinantes - Action plans - Adaptation strategies
4 Land barometer tool Concept: Data pool - Statistics - National: Statistik regional - (Local: Statistik communal) - Geoinformation - National: German Official Topographic Cartographic Information System (ATKIS) - (Local: parcel, building block) - Remote sensing - National: Landsat - (Local: HyMap, HRSC, Ikonos, aerial images)
5 Land barometer tool Concept: Software prototype
6 Land barometer tool Concept: Software prototype Output in form of diagrams or tables
7 Land barometer tool Output - Static and dynamic indicators for quantitative und qualitative characterization of land consumption - Reduction - Conservation and preservation - Structure - Efficiency - 61 indicators with 23 core indicators - Time periods of data - Statistics: 1996, 2000, 2004 (regional); 2000, 2004 (communal) - Geoinformation: Remote sensing: 2000, 2006 (national); , 2006 (communal)
8 Land barometer tool Output List of core indicators
9 Content Background and motivation Land barometer tool - Concept - Output Results - Regional level - Local level Feedback and conclusions Outlook
10 Results Regional level: Statistics R1_2 land consumption (Bavaria) 2004 N6 spatial decentralization (housing)
11 Results Regional level: Geoinformation (ATKIS) Rhine-Neckar region Munich region Saxony S10 fragmentation index 2004
12 Results Regional level: Remote sensing Percent impervious surface
13 Results Regional level: Remote sensing R4 soil sealing (per SaT) Impervious surface per municipal area [%] Impervious surface per person [m2]
14 Results Regional level: Analysis of determinants Combined factor and cluster analysis (path analysis) R1_2 Land consumption 2004 Soil sealing => indicators: R² = 0,89 61 indicators R2_2 Dynamics of land consumption Land use structure can be characterized on the basis of 8 clusters
15 Results Local level: Aerial images (soil sealing) Modeling based on aerial image and comparison to cadastral data Increase of IS Decrease of IS
16 Results Local level: Hyperspectral data (land cover) Roofing tiles Roofing concrete Roofing metal Roofing bitumen / tar Roofing synthetic / glass Vegetated roof Roofing gravel Unknown Concrete Asphalt Tartan/ synthetic turf/polyethylene surfaces Subset of HyMap image (Munich, Germany) Loose chippings Railway tracks Sand/soil Trees Lawn Water Shadow Unclassified Cloud cover, GPS-error
17 Results Local level: Hyperspectral & height data (urban morphology) Building volume [m 3 ] Vegetation density [%] Definition of urban structural types Impervious surface [%]
![3 ] Vegetation density [%] Definition of](/docs-images/43/1591977/images/page_17.jpg "urban structural types Impervious surface")
18 Results Local level: Hyperspectral & height data (urban micro-climate) Height data (buildings, vegetation) LAI, Albedo Material map Model input Data base (soil, plant, roof)
19 Results Local level: Hyperspectral & height data (urban micro-climate) Z (m) Y (m) X (m) :00 y = 250 Air temperature [K] < > Wind speed [m/s] :00 z = 1.5m X (m) Facade temperature [K] Rel. Humidity [%] < > 68.8
![6 294.0 294.0 294.5 294.5 295.0 295.0 295.4 295.4 295.9 295.9 296.3 296.3 296.8 > 296.8 Wind speed [m/s] 17.06.2007 15:00 z = 1.](/docs-images/43/1591977/images/page_19.jpg "5m 0 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 360 380 400 420 440 460 480 500 X (m) Facade temperature [K] Rel. Humidity [%] < 58.9 58.9 60.1 60.1 61.4 61.4 62.")
20 Content Background and motivation Land barometer tool - Concept - Output Results - Regional level - Local level Feedback and conclusions Outlook
21 Feedback and conclusions Remote sensing-supported information system for assessing the sustainability of urban development - Focus on core indicators - Set of methods and prototype software for processing and analysis of specific statistical data, geoinformation and remote sensing imagery (regional, communal, local) Assessment by model regions and stakeholders - Broad range of applications with focus on planning, consulting and monitoring - Quantitative interpretation of indicators facilitates assessment of sustainability in land consumption - Effect of qualitative factors not yet well-known - Synoptic interpretation of indicators required - Expertise inevitable for interpretation - System is most applicable at regional and national scale - Frequent up-dating possible (statistics, ATKIS, satellite data) - Remote sensing techniques show high potential for spatially detailed analyses (building block, parcel) and derivation of enhanced indicators (urban micro-climate)
22 Content Background and motivation Land barometer tool - Concept - Output Results - Regional level - Local level Feedback and conclusions Outlook
23 Outlook Refina funding priority - Land barometer - Further evaluation by model regions and project partners - Consolidation of software prototype and compilation of user guide - Provision of indicators via Web-interface (BBSR) - Integration of qualitative factors and analysis of determinants Future plans - Transfer of land barometer to North America (Canada) - Enhancement and adaptation to energy- and climate-related issues
24 Thank you for your attention! Contact:
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