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Published in: Environmental Earth Sciences 10/2014

01-11-2014 | Thematic Issue

Visualisation strategies for environmental modelling data

Authors: Karsten Rink, Lars Bilke, Olaf Kolditz

Published in: Environmental Earth Sciences | Issue 10/2014

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Abstract

We present a framework that allows users to apply a number of strategies to view and modify a wide range of environmental data sets for the modelling of natural phenomena. These data sets can be concurrently visualised to find inconsistencies or artefacts. This ensures at an early stage that models set up for the simulation of hydrological or thermal processes will not give implausible results due to complications based on input data. A number of generally applicable visualisation techniques are provided by our framework to help researchers detect potential problems. We also propose a number of mapping algorithms for the integration of multiple data sets to resolve some of the most common issues. Techniques for the presentation of input- and modelling data in combination with simulation results are proposed with respect to the benefits of visualisation of environmental data within specialised environments. The complete workflow from input data to presentation is demonstrated based on a case study in Central Germany. We identify typical problems, propose approaches for a suitable data integration for this case study and compare results of the original and modified data sets.

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Literature
go back to reference Ahrens J, Geveci B, Law C (2005) ParaView: an end-user tool for large data visualization. In: Hansen C, Johnson C (eds) In the visualization handbook. Elsevier, Amsterdam Ahrens J, Geveci B, Law C (2005) ParaView: an end-user tool for large data visualization. In: Hansen C, Johnson C (eds) In the visualization handbook. Elsevier, Amsterdam
go back to reference Alcaraz S, Lane R et al (2011) 3d geological modelling using new Leapfrog Geothermal software. In: Proceeding of 36th Workshop on Geothermal Reservoir Engineering Alcaraz S, Lane R et al (2011) 3d geological modelling using new Leapfrog Geothermal software. In: Proceeding of 36th Workshop on Geothermal Reservoir Engineering
go back to reference Bremer JE, Harter T (2012) Domestic wells have high probability of pumping septic tank leachate. Hydrol Earth Syst Sci 16(8):2453–2467CrossRef Bremer JE, Harter T (2012) Domestic wells have high probability of pumping septic tank leachate. Hydrol Earth Syst Sci 16(8):2453–2467CrossRef
go back to reference Farr TG, Rosen PA, Caro E et al (2007) The shuttle radar topography mission. Rev Geophys 45:RG2004 Farr TG, Rosen PA, Caro E et al (2007) The shuttle radar topography mission. Rev Geophys 45:RG2004
go back to reference Forlines C, Wittenburg K (2010) Wakame: sense making of multi-dimensional spatial-temporal data. In: Proceeding of International Conference on Advanced Visual Interfaces, pp 33–40 Forlines C, Wittenburg K (2010) Wakame: sense making of multi-dimensional spatial-temporal data. In: Proceeding of International Conference on Advanced Visual Interfaces, pp 33–40
go back to reference Goldstone W (2011) Unity 3.x game development essentials, 2nd edn. Packt Publishing, Birmingham Goldstone W (2011) Unity 3.x game development essentials, 2nd edn. Packt Publishing, Birmingham
go back to reference Goncalves TD, Fischer T, Gräbe A, et al (2013) Groundwater flow model of the Pipiripau watershed, Federal District of Brazil. Environ Earth Sci 69(2):617–631CrossRef Goncalves TD, Fischer T, Gräbe A, et al (2013) Groundwater flow model of the Pipiripau watershed, Federal District of Brazil. Environ Earth Sci 69(2):617–631CrossRef
go back to reference Gräbe A, Rödinger T, Rink K et al (2013) Numerical analysis of the groundwater regime in the western Dead Sea Escarpment, Israel + west bank. Environ Earth Sci 69(2):571–585CrossRef Gräbe A, Rödinger T, Rink K et al (2013) Numerical analysis of the groundwater regime in the western Dead Sea Escarpment, Israel + west bank. Environ Earth Sci 69(2):571–585CrossRef
go back to reference Grundmann J, Schütze N, Schmitz GH, Al-Shaqsi S (2012) Towards an integrated arid zone water management using simulation-based optimisation. Environ Earth Sci 65(5):1381–1394CrossRef Grundmann J, Schütze N, Schmitz GH, Al-Shaqsi S (2012) Towards an integrated arid zone water management using simulation-based optimisation. Environ Earth Sci 65(5):1381–1394CrossRef
go back to reference Helbig C, Rink K, Bauer HS et al (2014) Concept and workflow for 3D visualization of atmospheric data in a virtual reality environment for analytical approaches. Environ Earth Sci. (under review) Helbig C, Rink K, Bauer HS et al (2014) Concept and workflow for 3D visualization of atmospheric data in a virtual reality environment for analytical approaches. Environ Earth Sci. (under review)
go back to reference Helbig C, Rink K, Marx A et al (2012) Visual integration of diverse environmental data: a case study in Central Germany. In: Proceeding of International Congress on Environmental Modelling and Software. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty, Sixth Biennial Meeting, Leipzig, Germany, pp 2350–2357 Helbig C, Rink K, Marx A et al (2012) Visual integration of diverse environmental data: a case study in Central Germany. In: Proceeding of International Congress on Environmental Modelling and Software. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty, Sixth Biennial Meeting, Leipzig, Germany, pp 2350–2357
go back to reference Hötzl H, Möller P, Rosenthal E (2009) The water of the Jordan Valley. Springer, HeidelbergCrossRef Hötzl H, Möller P, Rosenthal E (2009) The water of the Jordan Valley. Springer, HeidelbergCrossRef
go back to reference Huenges E (2010) Geothermal energy systems: exploration, development, and utilization. Wiley-VCH, New YorkCrossRef Huenges E (2010) Geothermal energy systems: exploration, development, and utilization. Wiley-VCH, New YorkCrossRef
go back to reference Jänicke H, Böttinger M, Mikolajewicz U, Scheuermann G (2009) Visual exploration of climate variability changes using wavelet analysis. IEEE Trans Vis Comput Graph 15(6):1375–1382CrossRef Jänicke H, Böttinger M, Mikolajewicz U, Scheuermann G (2009) Visual exploration of climate variability changes using wavelet analysis. IEEE Trans Vis Comput Graph 15(6):1375–1382CrossRef
go back to reference Jones RR, McCaffrey KJW, Clegg P et al (2009) Integration of regional to outcrop digital data: 3d visualization of multi-scale geological models. Comput Geosci 35(1):4–18CrossRef Jones RR, McCaffrey KJW, Clegg P et al (2009) Integration of regional to outcrop digital data: 3d visualization of multi-scale geological models. Comput Geosci 35(1):4–18CrossRef
go back to reference Kolditz O, Bauer S, Bilke L, et al (2012) OpenGeoSys: an open source initiative for numerical simulation of thermo-hydro-mechanical/chemical (THM/C) processes in porous media. Environ Earth Sci 67(2):589–599CrossRef Kolditz O, Bauer S, Bilke L, et al (2012) OpenGeoSys: an open source initiative for numerical simulation of thermo-hydro-mechanical/chemical (THM/C) processes in porous media. Environ Earth Sci 67(2):589–599CrossRef
go back to reference Law M, Collins A (2013) Getting to know ArcGIS for desktop, 3rd edn. Esri Press, Redlands, CA Law M, Collins A (2013) Getting to know ArcGIS for desktop, 3rd edn. Esri Press, Redlands, CA
go back to reference Ling M, Chen J (2013) Environmental visualization: application to site characterization, remedial programs, and litigation support. In: Proceeding of EuroVis Workshop on Visualisation of Environmental Data, pp 37–41. EuroGraphics Digital Library. doi:10.2312/PE.EnvirVis.EnvirVis13.037-041 Ling M, Chen J (2013) Environmental visualization: application to site characterization, remedial programs, and litigation support. In: Proceeding of EuroVis Workshop on Visualisation of Environmental Data, pp 37–41. EuroGraphics Digital Library. doi:10.​2312/​PE.​EnvirVis.​EnvirVis13.​037-041
go back to reference Marx A, Mast M, Knoche R, Kunstmann H (2008) Global climate change and regional impact on the water balance—case study in the German alpine area. Wasserwirtschaft 98(9):12–16 Marx A, Mast M, Knoche R, Kunstmann H (2008) Global climate change and regional impact on the water balance—case study in the German alpine area. Wasserwirtschaft 98(9):12–16
go back to reference Neteler M, Mitasova H (2008) Open Source GIS: a GRASS GIS approach, 3rd edn. Springer, New YorkCrossRef Neteler M, Mitasova H (2008) Open Source GIS: a GRASS GIS approach, 3rd edn. Springer, New YorkCrossRef
go back to reference Potter K, Wilson A, Bremer PT et al (2009) Visualization of uncertainty and ensemble data: exploration of climate modeling and weather forecast data with integrated ViSUS-CDAT systems. J Phys Conf 180(1) Potter K, Wilson A, Bremer PT et al (2009) Visualization of uncertainty and ensemble data: exploration of climate modeling and weather forecast data with integrated ViSUS-CDAT systems. J Phys Conf 180(1)
go back to reference Reiners D, Voss G, Behr J (2002) OpenSG: basic concepts. In: Proceeding of 1. OpenSG Symposium Reiners D, Voss G, Behr J (2002) OpenSG: basic concepts. In: Proceeding of 1. OpenSG Symposium
go back to reference Rink K, Fischer T, Selle B, Kolditz O (2013) A data exploration framework for validation and setup of hydrological models. Environ Earth Sci 69(2):469–477CrossRef Rink K, Fischer T, Selle B, Kolditz O (2013) A data exploration framework for validation and setup of hydrological models. Environ Earth Sci 69(2):469–477CrossRef
go back to reference Rink K, Kalbacher T, Kolditz O (2012) Visual data exploration for hydrological analysis. Environ Earth Sci 65(5):1395–1403CrossRef Rink K, Kalbacher T, Kolditz O (2012) Visual data exploration for hydrological analysis. Environ Earth Sci 65(5):1395–1403CrossRef
go back to reference Rinke K, Kuehn B, Bocaniov S et al (2013) Reservoirs as sentinels of catchments: the Rappbode Reservoir Observatory (Harz Mountains Germany). Environ Earth Sci 69(2):523–536CrossRef Rinke K, Kuehn B, Bocaniov S et al (2013) Reservoirs as sentinels of catchments: the Rappbode Reservoir Observatory (Harz Mountains Germany). Environ Earth Sci 69(2):523–536CrossRef
go back to reference Schanze J (2012) Dealing with future change in flood risk management. J Flood Risk Manag 5(1):1–2CrossRef Schanze J (2012) Dealing with future change in flood risk management. J Flood Risk Manag 5(1):1–2CrossRef
go back to reference Scheibe T (2004) Interactive models for ground water flow and solute transport. Groundwater 42(1):8–11CrossRef Scheibe T (2004) Interactive models for ground water flow and solute transport. Groundwater 42(1):8–11CrossRef
go back to reference Schroeder W, Martin K, Lorensen B (2006) Visualization toolkit: an object-oriented approach to 3D graphics, 4th edn. Kitware, Inc., New York, NY Schroeder W, Martin K, Lorensen B (2006) Visualization toolkit: an object-oriented approach to 3D graphics, 4th edn. Kitware, Inc., New York, NY
go back to reference Schuchardt KL, Agarwal DA, Finsterle SA et al (2012) Akuna integrated toolsets supporting advanced subsurface flow and transport simulations for environmental management. In: Proceeding of International Conference on Computational Methods in Water Resources (CMWR 2012), pp 59–63 Schuchardt KL, Agarwal DA, Finsterle SA et al (2012) Akuna integrated toolsets supporting advanced subsurface flow and transport simulations for environmental management. In: Proceeding of International Conference on Computational Methods in Water Resources (CMWR 2012), pp 59–63
go back to reference Schumann H, Tominski C (2011) Analytical, visual and interactive concepts for geo-visual analytics. J Vis Lang Comput 22(4):257–267CrossRef Schumann H, Tominski C (2011) Analytical, visual and interactive concepts for geo-visual analytics. J Vis Lang Comput 22(4):257–267CrossRef
go back to reference Stockmann M, Hirsch D, Lippmann-Pipke J, Kupsch H (2013) Geochemical study of different-aged mining dump materials in the Freiberg mining district, Germany. Environ Earth Sci 68(4):1153–1168CrossRef Stockmann M, Hirsch D, Lippmann-Pipke J, Kupsch H (2013) Geochemical study of different-aged mining dump materials in the Freiberg mining district, Germany. Environ Earth Sci 68(4):1153–1168CrossRef
go back to reference Sun F, Shao H, Wang W et al (2012) Groundwater deterioration in Nankou—a suburban area of Beijing: data assessment and remediation scenarios. Environ Earth Sci 67(6):1573–1586CrossRef Sun F, Shao H, Wang W et al (2012) Groundwater deterioration in Nankou—a suburban area of Beijing: data assessment and remediation scenarios. Environ Earth Sci 67(6):1573–1586CrossRef
go back to reference Tachikawa T, Kaku M, Iwasaki A et al (2011) ASTER global digital elevation model version 2—summary of validation results. Technical report, NASA Jet Propulsion Laboratory, California Institute of Technology, USA Tachikawa T, Kaku M, Iwasaki A et al (2011) ASTER global digital elevation model version 2—summary of validation results. Technical report, NASA Jet Propulsion Laboratory, California Institute of Technology, USA
go back to reference Tenzer H, Park CH, Kolditz O, McDermott CI (2010) Application of the geomechanical facies approach and comparison of exploration and evaluation methods used at Soultz-sous-Forts (France) and Spa Urach (Germany) geothermal sites. Environ Earth Sci 61(4):853–880CrossRef Tenzer H, Park CH, Kolditz O, McDermott CI (2010) Application of the geomechanical facies approach and comparison of exploration and evaluation methods used at Soultz-sous-Forts (France) and Spa Urach (Germany) geothermal sites. Environ Earth Sci 61(4):853–880CrossRef
go back to reference Tominski C, Donges J, Nocke T (2011) Information visualization in climate research. In: Proceeding of 15th International Conference on Information Visualisation, pp 298–305 Tominski C, Donges J, Nocke T (2011) Information visualization in climate research. In: Proceeding of 15th International Conference on Information Visualisation, pp 298–305
go back to reference Trauth N, Schmidt C, Maier U et al (2013) Coupled 3D stream flow and hyporheic flow model under varying stream and ambient groundwater flow conditions in a pool-riffle system. Water Resour Res. doi:10.1002/wrcr.20442 Trauth N, Schmidt C, Maier U et al (2013) Coupled 3D stream flow and hyporheic flow model under varying stream and ambient groundwater flow conditions in a pool-riffle system. Water Resour Res. doi:10.​1002/​wrcr.​20442
go back to reference Walther M, O.Delfs J, Grundmann J et al (2012) Saltwater intrusion modeling: verification and application to an agricultural coastal arid region in Oman. J Comput Appl Math 236(18):4798–4809CrossRef Walther M, O.Delfs J, Grundmann J et al (2012) Saltwater intrusion modeling: verification and application to an agricultural coastal arid region in Oman. J Comput Appl Math 236(18):4798–4809CrossRef
go back to reference Wycisk P, Hubert T, Gossel W, Neumann C (2009) High-resolution 3D spatial modelling of complex geological structures for an environmental risk assessment of abundant mining and industrial megasites. Comput Geosci 35(1):165–182CrossRef Wycisk P, Hubert T, Gossel W, Neumann C (2009) High-resolution 3D spatial modelling of complex geological structures for an environmental risk assessment of abundant mining and industrial megasites. Comput Geosci 35(1):165–182CrossRef
go back to reference Zacharias S, Bogena H, Samaniego L et al (2011) A network of terrestrial environmental observatories in Germany. Vadose Zone J 10(3):955–973CrossRef Zacharias S, Bogena H, Samaniego L et al (2011) A network of terrestrial environmental observatories in Germany. Vadose Zone J 10(3):955–973CrossRef
Metadata
Title
Visualisation strategies for environmental modelling data
Authors
Karsten Rink
Lars Bilke
Olaf Kolditz
Publication date
01-11-2014
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 10/2014
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-013-2970-2

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