Abstract
Researchers wish to study the potential impact of sea level rise from climate change, and visual analytic tools can allow scientists to visually examine and explore different possible scenarios from simulation runs. In particular, hydrodynamic flux is calculated to understand the net movement of water; but typically this calculation is tedious and is not easily achieved with traditional visualization and analytic tools. We present a visual analytic method that incorporates a transect profiler and flux calculator. The analytic software is incorporated into our visual analytics tool Vinca, and generates multiple transects, which can be visualized and analysed in several alternative visualizations; users can choose specific transects to compare against real-world data; users can explore how flux changes within a domain. In addition, we report how ocean scientists have used our tool to display multiple-view views of their data and analyse hydrodynamic flux for the coastal zone.
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References
Arsenault R, Ware C, Plumtree M, Martin S, Whitcomb L, Wiley D, Gross T, Bilgili A (2004) A system for visualizing time varying oceanographic 3D data. In: Proceedings of the Oceans 2004. MTS/IEEE Conference, pp 743–747
Brown I, Jude S, Koukoulas S, Nicholls R, Dickson M, Walkden M (2006) Dynamic simulation and visualization of coastal erosion. Comput Environ Urban Syst 30(6):840–860
Chave A, Arrott M, Smarr L, Orcutt J, Lazowska E, Delaney J, Abbott M (2006) Looking: Cyberinfrastructure for ocean observatories. In: IEEE Fourth International Workshop on Scientific Use of Submarine Cables & Related Technologies
Cotter CJ, Gorman GJ (2008) Diagnostic tools for 3D unstructured oceanographic data. Ocean Model 20:170–182
Davies AG, Thorne PD (2008) Advances in the study of moving sediments and evolving seabeds. Surv Geophys 29:1–36
Douglas BC (1991) Global sea level rise. J Geophys Res Oceans (1978–2012) 96(C4):6981–6992
Geng Z, Peng Z, SLaramee R, Roberts JC, Walker R (2011) Angular histograms: frequency-based visualizations for large, high dimensional data. IEEE Trans Visual Comput Graph 17(12):2572–2580
George R, Robbins P, Davies A, Roberts JC (2012) Interactive visual analytics of coastal oceanographic simulation data. In: Rogers HPD (ed) IEEE Symposium on Large-scale data analysis and visualization. Barga R. IEEE Press, Philadelphia
George RLSF (2013) Explorative coastal oceanographic visual analytics: Oceans of data. PhD thesis, School of Computer Science, Bangor University, Bangor, UK
George RLSF, Roberts JC, Davies AG (2010) Using processing to develop iCove: a tool for interactive coastal oceanographic visualization. In: Grimstead IJ, Collomosse JP (eds) Theory and practice of computer graphics, eurographics, pp 99–105
George RLSF, Robins PE, Davies AG, Roberts JC (2013) Visual analytics of the hydrodynamic flux for coastal flooding prediction and management. In: Kolditz O, Rink K, Scheuermann G (eds) Workshop on visualisation in environmental sciences (EnvirVis). Eurographics Association, Leipzig, pp 7–9
Hibbard WL, Anderson J, Foster I, Paul BE, Jacob R, Schafer C, Tyree MK (1996) Exploring coupled atmosphere–ocean models using Vis5D. Int J High Perform Comput Appl 10(2–3):211–222
Howe B, Lawson P, Bellinger R, Anderson E, Santos E, Freire J, Scheidegger C, Baptista A, Silva C (2008) End-to-end, escience: integrating workflow, query, visualization and provenance at an ocean observatory. In: eScience ’08 IEEE Fourth International Conference, pp 127–134
Huang B, Lin H (1999) GeoVR: a web-based took for virtual reality presentation from 2D GIS data. Comput Geosci 25(10):1167–1175
Johnston K, Ver Hoef JM, Krivoruchko K, Lucas N (2001) Using ArcGIS geostatistical analyst, vol 380. ESRI, Redlands
Keen TR, Vickery R, Flynn P (2001) Scientific visualisation of sediment dynamics in the bottom boundary layer. In: Proceedings of the Seventh International Conference on Estuarine and Coastal Modeling, pp 71–85
Keim DA, Mansmann F, Stoffel A, Ziegler H (2009) Visual analytics. In: Encyclopedia of Database Systems. Springer, New York
Kitsiou D, de Madron X, Arnau P (2001) Development of a data visualization and analysis tool to study the particle dynamics in the coastal zone. Mar Pollut Bull 43(7–12):262–269
Lindstrom P, Koller D, Ribarsky W, Hodges L, den Bosch A, Faust N (1997) An integrated global GIS and visual simulation system. Georgia Institute of Technology technical report
Lipsa DR, Laramee RS, Cox SJ, Roberts JC, Walker R, Borkin MA, Pfister H (2012) Visualization for the physical sciences. Comput Graph Forum 31(8):2317–2347
Mayer L, Paton M, Gee L, Gardner J, Ware C (2000) Interactive 3D visualization: a tool for seafloor navigation, exploration and engineering. In: OCEANS 2000 MTS/IEEE Conference and Exhibition, vol 2, pp 913–919
McCann MP (2002) Creating 3D oceanographic data visualizations for the web. In: Proceedings of the Seventh International Conference on 3D Web Technology, Web3D ’02, ACM, New York, pp 179–184
Nocke T, Flechsig M, Bohm U (2007) Visual exploration and evaluation of climate related simulation data. In: Proceedings of the 2007 Winter Simulation Conference, Washington
Rahmstorf S (2010) A new view on sea level rise. Nat Rep Clim Change 4:44–45
Roberts JC (2007) State of the art: coordinated multiple views in exploratory visualization. In: 5th International Conference on Coordinated and Multiple Views in Exploratory Visualization, pp 61–71. doi:10.1109/CMV.2007.20
Robins PE (2008) Present and future flooding scenarios in the Dyfi Estuary, Wales, UK. Report for the countryside council for wales (number 3), Centre for Applied Marine Sciences, Bangor University
Robins PE (2009) Development of a morphodynamic model of the Dyfi estuary to inform future management decisions. Technical report, Bangor University, CAMS Report: CAMS 2009 Countryside Council for Wales
Robins PE, Davies AG (2010) Morphological controls in sandy estuaries: the influence of tidal flats and bathymetry on sediment transport. Ocean Dyn 60:503–517
Robins PE, Davies AG (2011) Application of Telemac-2D and Sisyphe to complex estuarine regions to inform future management decisions. In: XVIIIth Telemac & Mascaret User Club Chatou, France, pp 19–21
Robins PE, Davies AG, Jones R (2011) Application of a coastal model to simulate present and future inundation and aid coastal management. J Coast Conserv 15:1–14
Simpson J, Vennell R, Souza AJ (2001) The salt fluxes in a tidally-energetic estuary. Estuar Coast Shelf Sci 52:131–142
Stein RJ, Shih AM, Baker MP, Cerco CF, Noel MR (2000) Scientific visualization of water quality in the Chesapeake Bay. In: Vis ’00: Proceedings of the Conference on Visualization, IEEE Computer Society, pp 509–512
Szalay A, Gray J (2006) Science in an exponential world. Nature 440(7083):413–414
Thomas JJ, Cook K (2006) A visual analytics agenda. IEEE Comput Graph Appl 26(1):10–13
Van Someren MW, Barnard YF, Sandberg JA et al (1994) The think aloud method: a practical guide to modelling cognitive processes. Academic Press, London
Ware C, Pluntree M, Arsenault R, Mayer L, Smith S (2001) GeoZui3D: data fusion for interpreting oceanographic data. MTS IEEE Conf Exhib 3:1960–1964
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George, R.L.S.F., Robins, P.E., Davies, A.G. et al. Interactive visual analytics of hydrodynamic flux for the coastal zone. Environ Earth Sci 72, 3753–3766 (2014). https://doi.org/10.1007/s12665-014-3283-9
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DOI: https://doi.org/10.1007/s12665-014-3283-9
Keywords
- Computer applications
- Physical sciences and engineering
- Earth and atmospheric sciences