{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,3]],"date-time":"2026-05-03T03:28:43Z","timestamp":1777778923204,"version":"3.51.4"},"reference-count":23,"publisher":"SAGE Publications","issue":"3-4","license":[{"start":{"date-parts":[[2002,12,1]],"date-time":"2002-12-01T00:00:00Z","timestamp":1038700800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Information Visualization"],"published-print":{"date-parts":[[2002,12]]},"abstract":"<jats:p>We discuss a fusion-based visualization method to analyze a multivariate climate dataset and its metadata. The primary difference between a conventional visualization and a fusion-based visualization is that the former draws on a single image whereas the latter draws on multiple see-through layers, which are then overlaid on each other to form the final visualization. We propose optimized colormaps to highlight subtle features that would not be shown with conventional colormaps. We present fusion techniques that integrate multiple single-purpose visualization techniques into the same viewing space. Our highly flexible fusion approach allows scientists to explore multiple parameters concurrently by mixing and matching images without frequently reconstructing new visualizations from the data for every possible combination. Although our primary visualization application is climate modeling, we show with examples that our fundamental design - fusing layers of data images for multivariate visualization - can be generalized for other information visualization applications.<\/jats:p>","DOI":"10.1057\/palgrave.ivs.9500024","type":"journal-article","created":{"date-parts":[[2003,5,29]],"date-time":"2003-05-29T11:57:10Z","timestamp":1054209430000},"page":"182-193","source":"Crossref","is-referenced-by-count":13,"title":["Multivariate Visualization with Data Fusion"],"prefix":"10.1177","volume":"1","author":[{"given":"Pak Chung","family":"Wong","sequence":"first","affiliation":[{"name":"Pacific Northwest National Laboratory, Washington, U.S.A.;"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Harlan","family":"Foote","sequence":"additional","affiliation":[{"name":"Pacific Northwest National Laboratory, Washington, U.S.A.;"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David L","family":"Kao","sequence":"additional","affiliation":[{"name":"NASA Ames Research Center, California, U.S.A."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruby","family":"Leung","sequence":"additional","affiliation":[{"name":"Pacific Northwest National Laboratory, Washington, U.S.A.;"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jim","family":"Thomas","sequence":"additional","affiliation":[{"name":"Pacific Northwest National Laboratory, Washington, U.S.A.;"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2002,12,1]]},"reference":[{"key":"bibr1-PALGRAVE.IVS.9500024","volume-title":"Readings in Information visualization, using vision to think.","author":"Card SK","year":"1999"},{"key":"bibr2-PALGRAVE.IVS.9500024","unstructured":"Data Fusion Server [WWWdocument] http:\/\/www.data-fusion.org (accessed 9 October 2002)."},{"key":"bibr3-PALGRAVE.IVS.9500024","unstructured":"NOAA National Data Centers NCDC [WWWdocument] http:\/\/www.ngdcnoaa.gov\/seg\/tools\/gis\/fusion.shtml (accessed 9 October 2002)."},{"key":"bibr4-PALGRAVE.IVS.9500024","unstructured":"Wong PC, Foote H, Leung R, Jurrus E, Adams D, Thomas J. 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