TY - JOUR A1 - Sips, Mike A1 - Kothur, Patrick A1 - Unger, Andrea A1 - Hege, Hans-Christian A1 - Dransch, Doris T1 - A Visual Analytics Approach to Multiscale Exploration of Environmental Time Series JF - IEEE Transactions on Visualization and Computer Graphics N2 - We present a Visual Analytics approach that addresses the detection of interesting patterns in numerical time series, specifically from environmental sciences. Crucial for the detection of interesting temporal patterns are the time scale and the starting points one is looking at. Our approach makes no assumption about time scale and starting position of temporal patterns and consists of three main steps: an algorithm to compute statistical values for all possible time scales and starting positions of intervals, visual identification of potentially interesting patterns in a matrix visualization, and interactive exploration of detected patterns. We demonstrate the utility of this approach in two scientific scenarios and explain how it allowed scientists to gain new insight into the dynamics of environmental systems. Y1 - 2012 U6 - https://doi.org/10.1109/TVCG.2012.191 VL - 18 IS - 12 SP - 2899 EP - 2907 ER - TY - GEN A1 - Scheffler, Daniel A1 - Sips, Mike A1 - Behling, Robert A1 - Dransch, Doris A1 - Eggert, Daniel A1 - Fajerski, Jan A1 - Freytag, Johann-Christoph A1 - Griffiths, Patrick A1 - Hollstein, André A1 - Hostert, Patrick A1 - Köthur, Patrick A1 - Peters, Mathias A1 - Pflugmacher, Dirk A1 - Rabe, Andreas A1 - Reinefeld, Alexander A1 - Schintke, Florian A1 - Segel, Karl T1 - GeoMultiSens – Scalable Multisensoral Analysis of Satellite Remote Sensing Data T2 - ESA Living Planet Symposium, EO Open Science Posters Y1 - 2016 ER - TY - CHAP A1 - Scheffler, Daniel A1 - Sips, Mike A1 - Behling, Robert A1 - Dransch, Doris A1 - Eggert, Daniel A1 - Fajerski, Jan A1 - Freytag, Johann-Christoph A1 - Griffiths, Patrick A1 - Hollstein, André A1 - Hostert, Patrick A1 - Köthur, Patrick A1 - Peters, Mathias A1 - Pflugmacher, Dirk A1 - Rabe, Andreas A1 - Reinefeld, Alexander A1 - Schintke, Florian A1 - Segel, Karl T1 - Geomultisens – a common automatic processing and analysis system for multi-sensor satellite data T2 - Advancing Horizons for Land Cover Services Entering the Big Data Era, Second joint Workshop of the EARSeL Special Interest Group on Land Use & Land Cover and the NASA LCLUC Program Y1 - 2016 SP - 18 EP - 19 ER -