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Erschienen in: Environmental Earth Sciences 10/2014

01.11.2014 | Thematic Issue

Concept and workflow for 3D visualization of atmospheric data in a virtual reality environment for analytical approaches

verfasst von: Carolin Helbig, Hans-Stefan Bauer, Karsten Rink, Volker Wulfmeyer, Michael Frank, Olaf Kolditz

Erschienen in: Environmental Earth Sciences | Ausgabe 10/2014

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Abstract

In the future, climate change will strongly influence our environment and living conditions. Weather and Climate simulations that predict possible changes produce big data sets. The combination of various variables of climate models with spatial data from different sources helps to identify correlations and to study key processes. In this paper, the results of the Weather Research and Forecasting model are visualized for two regions. For this purpose, a continuous workflow that leads from the integration of heterogeneous raw data to 3D visualizations that can be displayed on a desktop computer or in an interactive virtual reality environment is developed. These easy-to-understand visualizations of complex data are the basis for scientific communication and for the evaluation and verification of models as well as for interdisciplinary discussions of the research results.

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Literatur
Zurück zum Zitat 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. Oxford, London, pp 717–732CrossRef 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. Oxford, London, pp 717–732CrossRef
Zurück zum Zitat American Meteorological Society (1993) Guidelines for using color to depict meteorological information: IIPS subcommittee for color guidelines. Bull Am Meteorol Soc 74(9):64–81 American Meteorological Society (1993) Guidelines for using color to depict meteorological information: IIPS subcommittee for color guidelines. Bull Am Meteorol Soc 74(9):64–81
Zurück zum Zitat Anderson J, Andres J (2010) Voyager: an interactive software for visualizing large, geospatial data sets. Mar Technol Soc J 44(4):8–19CrossRef Anderson J, Andres J (2010) Voyager: an interactive software for visualizing large, geospatial data sets. Mar Technol Soc J 44(4):8–19CrossRef
Zurück zum Zitat Bauer HS, Weusthoff T, Dorninger M, Wulfmeyer V, Schwitalla T, Gorgas T, Arpagaus M, Warrach-Sagi K (2011) Predictive skill of a subset of models participating in D-PHASE in the COPS region. Q J R Meteorol Soc 137(S1):287–305. doi:10.1002/qj.715 CrossRef Bauer HS, Weusthoff T, Dorninger M, Wulfmeyer V, Schwitalla T, Gorgas T, Arpagaus M, Warrach-Sagi K (2011) Predictive skill of a subset of models participating in D-PHASE in the COPS region. Q J R Meteorol Soc 137(S1):287–305. doi:10.​1002/​qj.​715 CrossRef
Zurück zum Zitat Behrendt A, Pal S, Wulfmeyer V, Valdebenito BAM, Lammel G (2011) A novel approach for the characterization of transport and optical properties of aerosol particles near sources part I: measurement of particle backscatter coefficient maps with a scanning UV lidar. Atmos Environ 45(16):2795–2802. doi:10.1016/j.atmosenv.2011.02.061 CrossRef Behrendt A, Pal S, Wulfmeyer V, Valdebenito BAM, Lammel G (2011) A novel approach for the characterization of transport and optical properties of aerosol particles near sources part I: measurement of particle backscatter coefficient maps with a scanning UV lidar. Atmos Environ 45(16):2795–2802. doi:10.​1016/​j.​atmosenv.​2011.​02.​061 CrossRef
Zurück zum Zitat Bissinger V, Kolditz O (2008) Helmholtz interdisciplinary graduate school for environmental research (HIGRADE). GAIA-Ecol Perspect Sci 17(1):71–73 Bissinger V, Kolditz O (2008) Helmholtz interdisciplinary graduate school for environmental research (HIGRADE). GAIA-Ecol Perspect Sci 17(1):71–73
Zurück zum Zitat Clyne J, Mininni P, Norton A, Rast M (2007) Interactive desktop analysis of high resolution simulations: application to turbulent plume dynamics and current sheet formation. New J Phys 9(8):301–301. doi:10.1088/1367-2630/9/8/301 CrossRef Clyne J, Mininni P, Norton A, Rast M (2007) Interactive desktop analysis of high resolution simulations: application to turbulent plume dynamics and current sheet formation. New J Phys 9(8):301–301. doi:10.​1088/​1367-2630/​9/​8/​301 CrossRef
Zurück zum Zitat Edenhofer O, Seyboth K (2013) Intergovernmental panel on climate change. Encycl Energy Nat Resour Environ Econ 1:48–56 Edenhofer O, Seyboth K (2013) Intergovernmental panel on climate change. Encycl Energy Nat Resour Environ Econ 1:48–56
Zurück zum Zitat Endlicher W, Gerstengabe FW (2007) Der Klimawandel: Einblicke, Rückblicke und Ausblicke. Tech. rep., Humboldt-Universität zu Berlin, Potsdam Institute for Climate Impact Research Endlicher W, Gerstengabe FW (2007) Der Klimawandel: Einblicke, Rückblicke und Ausblicke. Tech. rep., Humboldt-Universität zu Berlin, Potsdam Institute for Climate Impact Research
Zurück zum Zitat ESRI (1998) ESRI shapefile technical description. Environmental Systems Research Institute, Inc ESRI (1998) ESRI shapefile technical description. Environmental Systems Research Institute, Inc
Zurück zum Zitat Forlines C, Wittenburg K (2010) Wakame: sense making of multi-dimensional spatial-temporal data. In: Proceedings of the international conference on advanced visual interfaces—AVI ’10, ACM Press, New York, New York, USA, p 33. doi:10.1145/1842993.1843000 Forlines C, Wittenburg K (2010) Wakame: sense making of multi-dimensional spatial-temporal data. In: Proceedings of the international conference on advanced visual interfaces—AVI ’10, ACM Press, New York, New York, USA, p 33. doi:10.​1145/​1842993.​1843000
Zurück zum Zitat Gerstner T, Meetschen D, Crewell S, Griebel M, Simmer C (2002) A case study on multiresolution visualization of local rainfall from weather radar measurements. In: Proceedings of the conference on visualization. IEEE Computer Society, Washington, DC, USA, pp 533–536 Gerstner T, Meetschen D, Crewell S, Griebel M, Simmer C (2002) A case study on multiresolution visualization of local rainfall from weather radar measurements. In: Proceedings of the conference on visualization. IEEE Computer Society, Washington, DC, USA, pp 533–536
Zurück zum Zitat 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
Zurück zum Zitat Grathwohl P, Rügner H, Wöhling T et al (2013) Catchments as reactors: a comprehensive approach for water fluxes and solute turn-over. Environ Earth Sci 69(2). doi:10.1007/s12665-013-2281-7 Grathwohl P, Rügner H, Wöhling T et al (2013) Catchments as reactors: a comprehensive approach for water fluxes and solute turn-over. Environ Earth Sci 69(2). doi:10.​1007/​s12665-013-2281-7
Zurück zum Zitat Griebel M, Preusser T, Rumpf M, Schweitzer M, Telea A (2004) Flow field clustering via algebraic multigrid. In: IEEE visualization 2004. IEEE Computer Society, pp 35–42. doi:10.1109/VISUAL.2004.32 Griebel M, Preusser T, Rumpf M, Schweitzer M, Telea A (2004) Flow field clustering via algebraic multigrid. In: IEEE visualization 2004. IEEE Computer Society, pp 35–42. doi:10.​1109/​VISUAL.​2004.​32
Zurück zum Zitat Haase H, Bock M, Hergenröther E (2000) Meteorology meets computer graphics—a look at a wide range of weather visualisations for diverse audiences. Comput Gr 24:391–397CrossRef Haase H, Bock M, Hergenröther E (2000) Meteorology meets computer graphics—a look at a wide range of weather visualisations for diverse audiences. Comput Gr 24:391–397CrossRef
Zurück zum Zitat Helbig C, Rink K, Marx A, Priess J, Frank M, Kolditz O (2012) Visual integration of diverse environmental data : a case study in Central Germany. In: Proceedings of iEMSs Conference 2012, Leipzig, Germany, pp 1–8 Helbig C, Rink K, Marx A, Priess J, Frank M, Kolditz O (2012) Visual integration of diverse environmental data : a case study in Central Germany. In: Proceedings of iEMSs Conference 2012, Leipzig, Germany, pp 1–8
Zurück zum Zitat Illert A (2009) Infrastructure for spatial Information in Europe (INSPIRE) —status report on the development of implementing rules for geographical names data. United Nations group of experts on geographical names, pp 1–7 Illert A (2009) Infrastructure for spatial Information in Europe (INSPIRE) —status report on the development of implementing rules for geographical names data. United Nations group of experts on geographical names, pp 1–7
Zurück zum Zitat Jacob D, Petersen J, Eggert B, Alias A, Christensen OB, Bouwer LM, Braun A et al (2013) EURO-CORDEX: new high-resolution climate change projections for European impact research. Reg Environ Change. doi:10.1007/s10113-013-0499-2 Jacob D, Petersen J, Eggert B, Alias A, Christensen OB, Bouwer LM, Braun A et al (2013) EURO-CORDEX: new high-resolution climate change projections for European impact research. Reg Environ Change. doi:10.​1007/​s10113-013-0499-2
Zurück zum Zitat José RS, Pérez J, González R (2012) Advances in 3D visualization of air quality data. In: Usage, usability, and utility of 3D city models—European COST Action. EDP Sciences, Les Ulis, France, pp 1–9. doi:10.1051/3u3d/201202002 José RS, Pérez J, González R (2012) Advances in 3D visualization of air quality data. In: Usage, usability, and utility of 3D city models—European COST Action. EDP Sciences, Les Ulis, France, pp 1–9. doi:10.​1051/​3u3d/​201202002
Zurück zum Zitat Kolditz O, Bauer S, Bilke L, Böttcher N, Delfs JO, Fischer T, Görke UJ, Kalbacher T, Kosakowski G, McDermott CI, Park CH, Radu F, Rink K, Shao H, Shao HB, Sun F, Sun YY, Singh AK, Taron J, Walther M, Wang W, Watanabe N, Wu Y, Xie M, Xu W, Zehner B (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):589–599. doi:10.1007/s12665-012-1546-x CrossRef Kolditz O, Bauer S, Bilke L, Böttcher N, Delfs JO, Fischer T, Görke UJ, Kalbacher T, Kosakowski G, McDermott CI, Park CH, Radu F, Rink K, Shao H, Shao HB, Sun F, Sun YY, Singh AK, Taron J, Walther M, Wang W, Watanabe N, Wu Y, Xie M, Xu W, Zehner B (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):589–599. doi:10.​1007/​s12665-012-1546-x CrossRef
Zurück zum Zitat Kolditz O, Rink K, Shao H, Kalbacher T, Zacharias S, Dietrich P (2012) International viewpoint and news: data and modelling platforms in environmental earth sciences. Environ Earth Sci 66(4):1279–1284. doi:10.1007/s12665-012-1661-8 CrossRef Kolditz O, Rink K, Shao H, Kalbacher T, Zacharias S, Dietrich P (2012) International viewpoint and news: data and modelling platforms in environmental earth sciences. Environ Earth Sci 66(4):1279–1284. doi:10.​1007/​s12665-012-1661-8 CrossRef
Zurück zum Zitat Kosara R, Healey C, Interrante V (2003) Thoughts on user studies: why, how, and when. IEEE Comput Gr Appl 23(4):20–25CrossRef Kosara R, Healey C, Interrante V (2003) Thoughts on user studies: why, how, and when. IEEE Comput Gr Appl 23(4):20–25CrossRef
Zurück zum Zitat Koutek M, van der Neut I, Lemcke K et al (2011) Exploration of severe weather events in virtual reality environments. In: European conference on applications of meteorology EMS Annual Meeting, Berlin Koutek M, van der Neut I, Lemcke K et al (2011) Exploration of severe weather events in virtual reality environments. In: European conference on applications of meteorology EMS Annual Meeting, Berlin
Zurück zum Zitat Laha B, Bowman D (2012) Identifying the benefits of immersion in virtual reality for volume data visualization. In: Immersive visualization revisited workshop of the IEEE VR conference, pp 1–2 Laha B, Bowman D (2012) Identifying the benefits of immersion in virtual reality for volume data visualization. In: Immersive visualization revisited workshop of the IEEE VR conference, pp 1–2
Zurück zum Zitat Law M, Collins A (2013) Getting to know ArcGIS for desktop, 3rd edn. Esri Press, Redland, Caliornia Law M, Collins A (2013) Getting to know ArcGIS for desktop, 3rd edn. Esri Press, Redland, Caliornia
Zurück zum Zitat Michalakes J, Dudhia J, Gill D (2004) The weather research and forecast model: software architecture and performance. In: 11th ECMWF workshop on the use of high performance computing in meteorology Michalakes J, Dudhia J, Gill D (2004) The weather research and forecast model: software architecture and performance. In: 11th ECMWF workshop on the use of high performance computing in meteorology
Zurück zum Zitat Neset T, Johansson J, Linnér B (2009) State of climate visualization, CSPR Report No 09:04. Tech. rep., Centre for Climate Science and Policy Research, Norrköping, Sweden Neset T, Johansson J, Linnér B (2009) State of climate visualization, CSPR Report No 09:04. Tech. rep., Centre for Climate Science and Policy Research, Norrköping, Sweden
Zurück zum Zitat Nocke T, Sterzel T, Böttinger M, Wrobel M (2008) Visualization of climate and climate change data: an overview. In: Digital earth summit on geoinformatics 2008: tools for global change research, Wichmann, pp 226–232 Nocke T, Sterzel T, Böttinger M, Wrobel M (2008) Visualization of climate and climate change data: an overview. In: Digital earth summit on geoinformatics 2008: tools for global change research, Wichmann, pp 226–232
Zurück zum Zitat Rew R, Davis G (1990) NetCDF: an interface for scientific data access. IEEE Comput Gr Appl 10(4):76–82CrossRef Rew R, Davis G (1990) NetCDF: an interface for scientific data access. IEEE Comput Gr Appl 10(4):76–82CrossRef
Zurück zum Zitat Rink K, Bilke L, Kolditz O (2013b) Visualisation strategies for modelling and simulation using geoscientific data. In: Workshop on visualisation in environmental sciences (EnvirVis). Eurographics Association, Leipzig, pp 47–51. doi:10.2312/PE.EnvirVis.EnvirVis13.047-051 Rink K, Bilke L, Kolditz O (2013b) Visualisation strategies for modelling and simulation using geoscientific data. In: Workshop on visualisation in environmental sciences (EnvirVis). Eurographics Association, Leipzig, pp 47–51. doi:10.​2312/​PE.​EnvirVis.​EnvirVis13.​047-051
Zurück zum Zitat Schlegel S, Böttinger M, Hlawitschka M, Scheuermann G (2013) Determining and visualizing potential sources of floods. In: Workshop on visualisation in environmental sciences (EnvirVis). Eurographics Association, Leipzig, pp 65–69. doi:10.2312/PE.EnvirVis.EnvirVis13.065-069 Schlegel S, Böttinger M, Hlawitschka M, Scheuermann G (2013) Determining and visualizing potential sources of floods. In: Workshop on visualisation in environmental sciences (EnvirVis). Eurographics Association, Leipzig, pp 65–69. doi:10.​2312/​PE.​EnvirVis.​EnvirVis13.​065-069
Zurück zum Zitat Schroeder W, Martin K, Lorensen B (2006) Visualization toolkit: an object-oriented approach to 3D graphics. Kitware, New York Schroeder W, Martin K, Lorensen B (2006) Visualization toolkit: an object-oriented approach to 3D graphics. Kitware, New York
Zurück zum Zitat Schulzweida U, Kornblueh L (2006) CDO user’s guide. Max-Planck-Institute for Meteorology, Hamburg Schulzweida U, Kornblueh L (2006) CDO user’s guide. Max-Planck-Institute for Meteorology, Hamburg
Zurück zum Zitat Schwitalla T, Bauer HS, Wulfmeyer V, Aoshima F (2011) High-resolution simulation over central Europe: assimilation experiments during COPS IOP 9c. Q J R Meteorol Soc 137(S1):156–175. doi:10.1002/qj.721 CrossRef Schwitalla T, Bauer HS, Wulfmeyer V, Aoshima F (2011) High-resolution simulation over central Europe: assimilation experiments during COPS IOP 9c. Q J R Meteorol Soc 137(S1):156–175. doi:10.​1002/​qj.​721 CrossRef
Zurück zum Zitat Simpson R, LaViola J, Laidlaw D, Forsberg A, van Dam A (2000) Immersive VR for scientific visualization: a progress report. IEEE Comput Gr Appl 20(6):26–52. doi:10.1109/38.888006 CrossRef Simpson R, LaViola J, Laidlaw D, Forsberg A, van Dam A (2000) Immersive VR for scientific visualization: a progress report. IEEE Comput Gr Appl 20(6):26–52. doi:10.​1109/​38.​888006 CrossRef
Zurück zum Zitat Treinish LA (1999) Task-specific visualization design. IEEE Comput Gr Appl 19(5):72–77CrossRef Treinish LA (1999) Task-specific visualization design. IEEE Comput Gr Appl 19(5):72–77CrossRef
Zurück zum Zitat Vautard R, Gobiet A, Jacob D, Belda M, Colette A, Déqué M, Fernández J et al (2013) The simulation of European heat waves from an ensemble of regional climate models within the EURO-CORDEX project. Climate Dynamics 41(9–10):2555–2575. doi:10.1007/s00382-013-1714-z Vautard R, Gobiet A, Jacob D, Belda M, Colette A, Déqué M, Fernández J et al (2013) The simulation of European heat waves from an ensemble of regional climate models within the EURO-CORDEX project. Climate Dynamics 41(9–10):2555–2575. doi:10.​1007/​s00382-013-1714-z
Zurück zum Zitat Walther M, Bilke L, Delfs JO, Graf T, Grundmann J, Kolditz O, Liedl R (2014) Assessing the saltwater remediation potential of a three-dimensional, heterogeneous, coastal aquifer system. Model verification, application and visualization for transient density-driven seawater intrusion. Environ Earth Sci Walther M, Bilke L, Delfs JO, Graf T, Grundmann J, Kolditz O, Liedl R (2014) Assessing the saltwater remediation potential of a three-dimensional, heterogeneous, coastal aquifer system. Model verification, application and visualization for transient density-driven seawater intrusion. Environ Earth Sci
Zurück zum Zitat Warrach-Sagi K, Schwitalla T, Wulfmeyer V, Bauer HS (2013) Evaluation of a climate simulation in Europe based on the WRFNOAH model system: precipitation in Germany. Clim Dyn 41(3–4):755–774. doi:10.1007/s00382-013-1727-7 CrossRef Warrach-Sagi K, Schwitalla T, Wulfmeyer V, Bauer HS (2013) Evaluation of a climate simulation in Europe based on the WRFNOAH model system: precipitation in Germany. Clim Dyn 41(3–4):755–774. doi:10.​1007/​s00382-013-1727-7 CrossRef
Zurück zum Zitat Wier S, Meertens C (2008) The GEON integrated data viewer (IDV) for exploration of geoscience data with visualizations. In: American Geophysical Union, Fall Meeting, pp 1–4 Wier S, Meertens C (2008) The GEON integrated data viewer (IDV) for exploration of geoscience data with visualizations. In: American Geophysical Union, Fall Meeting, pp 1–4
Zurück zum Zitat Wulfmeyer V, Behrendt A, Kottmeier C et al (2011) The convective and orographically-induced precipitation study (COPS): the scientific strategy, the field phase, and research highlights. Q J R Meteorol Soc 137(S1):3–30. doi:10.1002/qj.752 CrossRef Wulfmeyer V, Behrendt A, Kottmeier C et al (2011) The convective and orographically-induced precipitation study (COPS): the scientific strategy, the field phase, and research highlights. Q J R Meteorol Soc 137(S1):3–30. doi:10.​1002/​qj.​752 CrossRef
Zurück zum Zitat Zehner B (2008) Landscape visualization in high resolution stereoscopic visualization environments multichannel rendering. In: Digital design in landscape architecture 2008. Proceedings at Anhalt University of Applied Sciences. Wichmann, Heidelberg, pp 224–231 Zehner B (2008) Landscape visualization in high resolution stereoscopic visualization environments multichannel rendering. In: Digital design in landscape architecture 2008. Proceedings at Anhalt University of Applied Sciences. Wichmann, Heidelberg, pp 224–231
Metadaten
Titel
Concept and workflow for 3D visualization of atmospheric data in a virtual reality environment for analytical approaches
verfasst von
Carolin Helbig
Hans-Stefan Bauer
Karsten Rink
Volker Wulfmeyer
Michael Frank
Olaf Kolditz
Publikationsdatum
01.11.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 10/2014
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-014-3136-6

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