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Spatio-Temporal Modelling of Dust Transport over Surface Mining Areas and Neighbouring Residential Zones
Institute for Environmental Studies, Faculty of Science, Charles University in Prague, Benatska 2, Prague 2, 12801, Czech Republic
Institute of Thermomechanics, Academy of Sciences, Dolejskova 5, Prague 8, 18200, Czech Republic
Department of Technical Mathematics, Czech Technical University in Prague, Karlovo Namesti 13, 12135, Czech Republic
Ecoprogress, Zatecka 1899, Most, 43401, Czech Republic
* Author to whom correspondence should be addressed.
Received: 25 January 2008; in revised form: 26 May 2008 / Accepted: 27 May 2008 / Published: 6 June 2008
Abstract: Projects focusing on spatio-temporal modelling of the living environment need to manage a wide range of terrain measurements, existing spatial data, time series, results of spatial analysis and inputs/outputs from numerical simulations. Thus, GISs are often used to manage data from remote sensors, to provide advanced spatial analysis and to integrate numerical models. In order to demonstrate the integration of spatial data, time series and methods in the framework of the GIS, we present a case study focused on the modelling of dust transport over a surface coal mining area, exploring spatial data from 3D laser scanners, GPS measurements, aerial images, time series of meteorological observations, inputs/outputs form numerical models and existing geographic resources. To achieve this, digital terrain models, layers including GPS thematic mapping, and scenes with simulation of wind flows are created to visualize and interpret coal dust transport over the mine area and a neighbouring residential zone. A temporary coal storage and sorting site, located near the residential zone, is one of the dominant sources of emissions. Using numerical simulations, the possible effects of wind flows are observed over the surface, modified by natural objects and man-made obstacles. The coal dust drifts with the wind in the direction of the residential zone and is partially deposited in this area. The simultaneous display of the digital map layers together with the location of the dominant emission source, wind flows and protected areas enables a risk assessment of the dust deposition in the area of interest to be performed. In order to obtain a more accurate simulation of wind flows over the temporary storage and sorting site, 3D laser scanning and GPS thematic mapping are used to create a more detailed digital terrain model. Thus, visualization of wind flows over the area of interest combined with 3D map layers enables the exploration of the processes of coal dust deposition at a local scale. In general, this project could be used as a template for dust-transport modelling which couples spatial data focused on the construction of digital terrain models and thematic mapping with data generated by numerical simulations based on Reynolds averaged Navier-Stokes equations.
Keywords: 3D laser scanning; GPS; Spatio-temporal modelling; Dust transport; GIS; Spatial database; Visualization; RANS equations.
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MDPI and ACS Style
Matejicek, L.; Janour, Z.; Benes, L.; Bodnar, T.; Gulikova, E. Spatio-Temporal Modelling of Dust Transport over Surface Mining Areas and Neighbouring Residential Zones. Sensors 2008, 8, 3830-3847.
Matejicek L, Janour Z, Benes L, Bodnar T, Gulikova E. Spatio-Temporal Modelling of Dust Transport over Surface Mining Areas and Neighbouring Residential Zones. Sensors. 2008; 8(6):3830-3847.
Matejicek, Lubos; Janour, Zbynek; Benes, Ludek; Bodnar, Tomas; Gulikova, Eva. 2008. "Spatio-Temporal Modelling of Dust Transport over Surface Mining Areas and Neighbouring Residential Zones." Sensors 8, no. 6: 3830-3847.