{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T06:56:47Z","timestamp":1726037807596},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030267551"},{"type":"electronic","value":"9783030267568"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-26756-8_6","type":"book-chapter","created":{"date-parts":[[2019,7,23]],"date-time":"2019-07-23T16:03:54Z","timestamp":1563897834000},"page":"121-142","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An ROI Visual-Analytical Approach for Exploring Uncertainty in Reservoir Models"],"prefix":"10.1007","author":[{"given":"Zahra","family":"Sahaf","sequence":"first","affiliation":[]},{"given":"Roberta Cabral","family":"Mota","sequence":"additional","affiliation":[]},{"given":"Hamidreza","family":"Hamdi","sequence":"additional","affiliation":[]},{"given":"Mario Costa","family":"Sousa","sequence":"additional","affiliation":[]},{"given":"Frank","family":"Maurer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,7,24]]},"reference":[{"key":"6_CR1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119995920","volume-title":"Modeling Uncertainty in the Earth Sciences","author":"J Caers","year":"2011","unstructured":"Caers, J.: Modeling Uncertainty in the Earth Sciences. Wiley, Hoboken (2011)"},{"issue":"4","key":"6_CR2","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1007\/s003740050439","volume":"27","author":"P Goovaerts","year":"1998","unstructured":"Goovaerts, P.: Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biol. Fertil. Soils 27(4), 315\u2013334 (1998)","journal-title":"Biol. Fertil. Soils"},{"key":"6_CR3","doi-asserted-by":"crossref","unstructured":"Idrobo, E.A., Choudhary, M.K., Datta-Gupta, A.: Swept volume calculations and ranking of geostatistical reservoir models using streamline simulation. In: SPE\/AAPG Western Regional Meeting. Society of Petroleum Engineers, January 2000","DOI":"10.2118\/62557-MS"},{"issue":"04","key":"6_CR4","doi-asserted-by":"publisher","first-page":"52","DOI":"10.2118\/92-04-05","volume":"31","author":"PR Ballin","year":"1992","unstructured":"Ballin, P.R., Journel, A.G., Aziz, K.: Prediction of uncertainty in reservoir performance forecast. J. Can. Petrol. Technol. 31(04), 52\u201362 (1992)","journal-title":"J. Can. Petrol. Technol."},{"issue":"2","key":"6_CR5","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/s10596-009-9156-8","volume":"14","author":"C Scheidt","year":"2010","unstructured":"Scheidt, C., Caers, J.: Bootstrap confidence intervals for reservoir model selection techniques. Comput. Geosci. 14(2), 369\u2013382 (2010)","journal-title":"Comput. Geosci."},{"key":"6_CR6","doi-asserted-by":"publisher","unstructured":"Sahaf, Z., Hamdi, H., Cabral Ramos Mota, R., Costa Sousa, M., Maurer, F.: A visual analytics framework for exploring uncertainties in reservoir models. In: Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: IVAPP, pp. 74\u201384 (2018). \n                    https:\/\/doi.org\/10.5220\/0006608500740084\n                    \n                  , ISBN 978-989-758-289-9","DOI":"10.5220\/0006608500740084"},{"key":"6_CR7","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1016\/j.petrol.2014.09.030","volume":"124","author":"MM Yazdi","year":"2014","unstructured":"Yazdi, M.M., Jensen, J.L.: Fast screening of geostatistical realizations for SAGD reservoir simulation. J. Petrol. Sci. Eng. 124, 264\u2013274 (2014)","journal-title":"J. Petrol. Sci. Eng."},{"issue":"4","key":"6_CR8","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1007\/s11004-014-9575-5","volume":"47","author":"S Rahim","year":"2015","unstructured":"Rahim, S., Li, Z.: Reservoir geological uncertainty reduction: an optimization-based method using multiple static measures. Math. Geosci. 47(4), 373\u2013396 (2015)","journal-title":"Math. Geosci."},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Wilson, A.T., Potter, K.C.: Toward visual analysis of ensemble data sets. In: Proceedings of the 2009 Workshop on Ultrascale Visualization, pp. 48\u201353. ACM, November 2009","DOI":"10.1145\/1838544.1838551"},{"issue":"3","key":"6_CR10","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1109\/TVCG.2012.110","volume":"19","author":"J Kehrer","year":"2013","unstructured":"Kehrer, J., Hauser, H.: Visualization and visual analysis of multifaceted scientific data: a survey. IEEE Trans. Visual Comput. Graphics 19(3), 495\u2013513 (2013)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"issue":"3","key":"6_CR11","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1109\/MCG.2005.71","volume":"25","author":"AL Love","year":"2005","unstructured":"Love, A.L., Pang, A., Kao, D.L.: Visualizing spatial multivalue data. IEEE Comput. Graphics Appl. 25(3), 69\u201379 (2005)","journal-title":"IEEE Comput. Graphics Appl."},{"key":"6_CR12","unstructured":"Kao, D., Luo, A., Dungan, J.L., Pang, A.: Visualizing spatially varying distribution data. In: Proceedings of the Sixth International Conference on Information Visualisation, pp. 219\u2013225. IEEE (2002)"},{"issue":"12","key":"6_CR13","doi-asserted-by":"publisher","first-page":"2694","DOI":"10.1109\/TVCG.2014.2346448","volume":"20","author":"I Demir","year":"2014","unstructured":"Demir, I., Dick, C., Westermann, R.: Multi-charts for comparative 3D ensemble visualization. IEEE Trans. Visual Comput. Graphics 20(12), 2694\u20132703 (2014)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"issue":"7","key":"6_CR14","doi-asserted-by":"publisher","first-page":"934","DOI":"10.1109\/TVCG.2010.111","volume":"17","author":"J Kehrer","year":"2011","unstructured":"Kehrer, J., Muigg, P., Doleisch, H., Hauser, H.: Interactive visual analysis of heterogeneous scientific data across an interface. IEEE Trans. Visual Comput. Graphics 17(7), 934\u2013946 (2011)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"6_CR15","doi-asserted-by":"crossref","unstructured":"Nocke, T., Flechsig, M., B\u00f6hm, U.: Visual exploration and evaluation of climate-related simulation data. In: Proceedings of the 39th Conference on Winter Simulation: 40 years! The Best is Yet to Come, pp. 703\u2013711. IEEE Press, December 2007","DOI":"10.1109\/WSC.2007.4419664"},{"issue":"3","key":"6_CR16","doi-asserted-by":"publisher","first-page":"813","DOI":"10.1111\/j.1467-8659.2009.01697.x","volume":"29","author":"J Kehrer","year":"2010","unstructured":"Kehrer, J., Filzmoser, P., Hauser, H.: Brushing moments in interactive visual analysis. Comput. Graph. Forum 29(3), 813\u2013822 (2010)","journal-title":"Comput. Graph. Forum"},{"issue":"8","key":"6_CR17","doi-asserted-by":"publisher","first-page":"2037","DOI":"10.1109\/TVCG.2015.2498554","volume":"22","author":"A Fofonov","year":"2016","unstructured":"Fofonov, A., Molchanov, V., Linsen, L.: Visual analysis of multi-run spatio-temporal simulations using isocontour similarity for projected views. IEEE Trans. Visual Comput. Graphics 22(8), 2037\u20132050 (2016)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"6_CR18","doi-asserted-by":"crossref","unstructured":"Correa, C.D., Chan, Y.H., Ma, K.L.: A framework for uncertainty-aware visual analytics. In: IEEE Symposium on Visual Analytics Science and Technology, VAST 2009, pp. 51\u201358. IEEE, October 2009","DOI":"10.1109\/VAST.2009.5332611"},{"key":"6_CR19","doi-asserted-by":"publisher","first-page":"153","DOI":"10.2481\/dsj.3.153","volume":"3","author":"UD Bordoloi","year":"2004","unstructured":"Bordoloi, U.D., Kao, D.L., Shen, H.W.: Visualization techniques for spatial probability density function data. Data Sci. J. 3, 153\u2013162 (2004)","journal-title":"Data Sci. J."},{"issue":"6","key":"6_CR20","doi-asserted-by":"publisher","first-page":"1468","DOI":"10.1109\/TVCG.2010.190","volume":"16","author":"S Bruckner","year":"2010","unstructured":"Bruckner, S., Moller, T.: Result-driven exploration of simulation parameter spaces for visual effects design. IEEE Trans. Visual Comput. Graphics 16(6), 1468\u20131476 (2010)","journal-title":"IEEE Trans. Visual Comput. Graphics"},{"key":"6_CR21","unstructured":"Fenwick, D.H., Batycky, R.P.: Using metric space methods to analyse reservoir uncertainty. In: Proceedings of the 2011 Gussow Conference, Banff, Alberta, Canada (2011)"},{"key":"6_CR22","doi-asserted-by":"crossref","unstructured":"Sahaf, Z., Hamdi, H., Maurer, F., Nghiem, L., Sousa, M.C.: Clustering of geological models for reservoir simulation studies in a visual analytics framework. In: 78th EAGE Conference and Exhibition 2016, May 2016","DOI":"10.3997\/2214-4609.201601143"},{"key":"6_CR23","doi-asserted-by":"crossref","unstructured":"Sahaf, Z., Hamdi, H., Maurer, F., Nghiem, L., Chen, Z., Sousa, M.C.: Filtering geological realizations for SAGD. In: 79th EAGE Conference and Exhibition 2017, June 2017","DOI":"10.3997\/2214-4609.201701313"},{"issue":"5","key":"6_CR24","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1007\/s11004-010-9276-7","volume":"42","author":"M Honarkhah","year":"2010","unstructured":"Honarkhah, M., Caers, J.: Stochastic simulation of patterns using distance-based pattern modeling. Math. Geosci. 42(5), 487\u2013517 (2010)","journal-title":"Math. Geosci."},{"issue":"5","key":"6_CR25","doi-asserted-by":"publisher","first-page":"1372","DOI":"10.1190\/1.1487083","volume":"66","author":"K Mela","year":"2001","unstructured":"Mela, K., Louie, J.N.: Correlation length and fractal dimension interpretation from seismic data using variograms and power spectra. Geophysics 66(5), 1372\u20131378 (2001)","journal-title":"Geophysics"},{"key":"6_CR26","volume-title":"Information Theory, Inference and Learning Algorithms","author":"DJ MacKay","year":"2003","unstructured":"MacKay, D.J., Mac Kay, D.J.: Information Theory, Inference and Learning Algorithms. Cambridge University Press, Cambridge (2003)"},{"key":"6_CR27","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel Methods for Pattern Analysis","author":"J Shawe-Taylor","year":"2004","unstructured":"Shawe-Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge University Press, Cambridge (2004)"},{"issue":"5","key":"6_CR28","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B Sch\u00f6lkopf","year":"1998","unstructured":"Sch\u00f6lkopf, B., Smola, A., M\u00fcller, K.R.: Nonlinear component analysis as a kernel eigenvalue problem. Neural Comput. 10(5), 1299\u20131319 (1998)","journal-title":"Neural Comput."},{"key":"6_CR29","volume-title":"Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond","author":"B Sch\u00f6lkopf","year":"2002","unstructured":"Sch\u00f6lkopf, B., Smola, A.J.: Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press, Cambridge (2002)"},{"issue":"1\u20133","key":"6_CR30","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1023\/A:1012485807823","volume":"46","author":"CK Williams","year":"2002","unstructured":"Williams, C.K.: On a connection between kernel PCA and metric multidimensional scaling. Mach. Learn. 46(1\u20133), 11\u201319 (2002)","journal-title":"Mach. Learn."},{"key":"6_CR31","doi-asserted-by":"crossref","unstructured":"Dhillon, I.S., Guan, Y., Kulis, B.: Kernel k-means: spectral clustering and normalized cuts. In: Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 551\u2013556. ACM, August 2004","DOI":"10.1145\/1014052.1014118"},{"key":"6_CR32","unstructured":"Cosentino, L.: Integrated reservoir studies. Editions Technip (2001)"},{"key":"6_CR33","doi-asserted-by":"crossref","unstructured":"Goshtasby, A.A.: Image Registration: Principles, Tools and Methods. Springer Science & Business Media (2012)","DOI":"10.1007\/978-1-4471-2458-0_11"},{"key":"6_CR34","unstructured":"Lin, D.: An information-theoretic definition of similarity. In: ICML, vol. 98, pp. 296\u2013304. Citeseer (1998)"},{"key":"6_CR35","unstructured":"Computer Modelling Group Ltd.: Imex, black oil reservoir simulator (1980). \n                    cmgl.ca\/imex"}],"container-title":["Communications in Computer and Information Science","Computer Vision, Imaging and Computer Graphics Theory and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-26756-8_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,23]],"date-time":"2019-07-23T16:06:45Z","timestamp":1563898005000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-26756-8_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030267551","9783030267568"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-26756-8_6","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"24 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"VISIGRAPP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Joint Conference on Computer Vision, Imaging and Computer Graphics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Funchal-Madeira","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 January 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 January 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"visigrapp2018a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.visigrapp.org\/?y=2018","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}