road stretch forecasting

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Using High Resolution Databases for Road Stretch Forecasting Torben Strunge Pedersen, Claus Petersen, Alexander Mahura, Kai Sattler Research and Development Department Danmarks meteorologiske institut (DMI) Contakt: [email protected]

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Using High Resolution Databases for Road Stretch Forecasting Torben Strunge Pedersen, Claus Petersen, Alexander Mahura, Kai Sattler Research and Development Department Danmarks meteorologiske institut (DMI) Contakt: [email protected]. Road Stretch Forecasting. 370 Road stations 153 Routes - PowerPoint PPT Presentation

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Page 1: Road Stretch Forecasting

Using High Resolution Databases for Road Stretch

Forecasting

Torben Strunge Pedersen, Claus Petersen, Alexander Mahura, Kai Sattler

Research and Development Department Danmarks meteorologiske institut (DMI)

Contakt: [email protected]

Page 2: Road Stretch Forecasting

Road Stretch Forecasting

370 Road stations

153 Routes

22840 Parts with

500 m or less between

points

Page 3: Road Stretch Forecasting

Road Stretch Forecasting

370 Road stations

153 Routes

22840 Parts with

500 m or less between

Points

Atmospheric model

With 5 km resolution

Page 4: Road Stretch Forecasting

Road Stretch forecastingLarge scale and local features

• Atmospheric state provided by the Numerical Weather Prediction Model

– Cloud Cover– Radiation– Vertical structure of wind, temperature and humidity– Average grid point temperature

• NWP Models provide information for a fixed grid

• Site specific model– Shadows– Sky view– Local observations– Local cold air pooling– ’Random’ distributed points– Local wind conditions– Local near surface temperature– Local terrain features

• Height• Vegetation type and height• Buildings• Terrain type

– Traffic– Road characteristics

• Material• Road type (bridge, elevated road etc.)

Page 5: Road Stretch Forecasting

OBTAINING LOCAL INFORMATIONTHE DANISH HEIGHT MODEL

Horizontal Resolution: 1.6 x 1.6 meter

Vertical accuracy: 3 cm

Coverage: Denmark

Laser scanning from airplane

Page 6: Road Stretch Forecasting

OBTAINING LOCAL INFORMATIONTHE DANISH HEIGHT MODEL

Horizontal Resolution: 1.6 x 1.6 meter

Vertical accuracy: 3 cm

Coverage: Denmark

Laser scanning from airplane

• Deduced parameters• Height

• Shadows• Sky view

• Terrain type

– Valley

• Dimensions

• Orientation

– Slope

– Hill top

– …

Page 7: Road Stretch Forecasting

OBTAINING LOCAL INFORMATIONTHE DANISH HEIGHT MODEL

Horizontal Resolution: 1.6 x 1.6 meter

Vertical accuracy: 3 cm

Coverage: Denmark

Laser scanning from airplane

• Deduced parameters An alternative approach (fish eye)• Height

• Shadows• Sky view

• Terrain type

– Valley

• Dimensions

• Orientation

– Slope

– Hill top

– …

Page 8: Road Stretch Forecasting

OBTAINING LOCAL INFORMATION

Application of the Danish Height Model at a single site

Øster Voldgade (station number 1543)

Page 9: Road Stretch Forecasting

Height profile and shadow effects

Page 10: Road Stretch Forecasting

Height profile and shadow effects

Page 11: Road Stretch Forecasting

Height profile and shadow effects

Page 12: Road Stretch Forecasting

Height profile and shadow effects

Page 13: Road Stretch Forecasting

Height profile and shadow effects

Page 14: Road Stretch Forecasting

Height profile and shadow effects

Page 15: Road Stretch Forecasting

Height profile and shadow effects

Page 16: Road Stretch Forecasting

Height profile and shadow effects

Page 17: Road Stretch Forecasting

Height profile and shadow effects

Page 18: Road Stretch Forecasting

Height profile and shadow effects

Page 19: Road Stretch Forecasting

Height profile and shadow effects

Page 20: Road Stretch Forecasting

Height profile and shadow effects

Page 21: Road Stretch Forecasting

Height profile and shadow effects

Page 22: Road Stretch Forecasting

Height profile and shadow effects

Page 23: Road Stretch Forecasting

Height profile and shadow effects

Page 24: Road Stretch Forecasting

Height profile and shadow effects

Page 25: Road Stretch Forecasting

Height profile and shadow effects

Page 26: Road Stretch Forecasting

Height profile and shadow effects

Page 27: Road Stretch Forecasting

Height profile and shadow effects

Page 28: Road Stretch Forecasting

Height profile and shadow effects

Page 29: Road Stretch Forecasting

Height profile and shadow effects

Page 30: Road Stretch Forecasting

Height profile and shadow effects

Page 31: Road Stretch Forecasting

Height profile and shadow effects

Page 32: Road Stretch Forecasting

Height profile and shadow effects

Page 33: Road Stretch Forecasting

Height profile and shadow effects

Page 34: Road Stretch Forecasting

Height profile and shadow effects

Page 35: Road Stretch Forecasting

Height profile and shadow effects

Page 36: Road Stretch Forecasting

Height profile and shadow effects

Page 37: Road Stretch Forecasting

Different methods to obtain shadow and skyview angle

Page 38: Road Stretch Forecasting

Different methods to obtain shadow and skyview angle

Page 39: Road Stretch Forecasting

Different methods to obtain shadow and skyview angle - Transparency properties

Page 40: Road Stretch Forecasting

Other Databases

• Application of the High Resolution Databases:

• Kort & MatrikelStyrelsen (KMS) 10x10 meter resolution database of terrain coverage such as building, water objects, forrest, individual trees, road and many other types.

• Global Self-consistent Hierarchical High-resolution Shorelines (GSHHS) database (evaluate distance and direction to seashore – transport of cool/warm, most/dry air);

• COoRdinate INformation on the Environment (CORINE) database on detailed land cover and use characteristics (classify road stations/ stretches and their surroundings at local and remote scales – clarification on shadowing effects, sky view factor).

• DRD database on driving lanes characteristics (albedo, density, heat conductivity, heat capacity – direct input into RCModel).

Page 41: Road Stretch Forecasting

Summery

• High resolution databases can provide physiographic data for road stretch forecasting

• Apart from terrain elevation and slope also shadowing and sky view effects can be deduced

• This approach can eliminate manual measurements