@article{SipsKothurUngeretal.2012, author = {Sips, Mike and Kothur, Patrick and Unger, Andrea and Hege, Hans-Christian and Dransch, Doris}, title = {A Visual Analytics Approach to Multiscale Exploration of Environmental Time Series}, series = {IEEE Transactions on Visualization and Computer Graphics}, volume = {18}, journal = {IEEE Transactions on Visualization and Computer Graphics}, number = {12}, doi = {10.1109/TVCG.2012.191}, pages = {2899 -- 2907}, year = {2012}, abstract = {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.}, language = {en} } @misc{SchefflerSipsBehlingetal., author = {Scheffler, Daniel and Sips, Mike and Behling, Robert and Dransch, Doris and Eggert, Daniel and Fajerski, Jan and Freytag, Johann-Christoph and Griffiths, Patrick and Hollstein, Andr{\´e} and Hostert, Patrick and K{\"o}thur, Patrick and Peters, Mathias and Pflugmacher, Dirk and Rabe, Andreas and Reinefeld, Alexander and Schintke, Florian and Segel, Karl}, title = {GeoMultiSens - Scalable Multisensoral Analysis of Satellite Remote Sensing Data}, series = {ESA Living Planet Symposium, EO Open Science Posters}, journal = {ESA Living Planet Symposium, EO Open Science Posters}, language = {en} } @inproceedings{SchefflerSipsBehlingetal., author = {Scheffler, Daniel and Sips, Mike and Behling, Robert and Dransch, Doris and Eggert, Daniel and Fajerski, Jan and Freytag, Johann-Christoph and Griffiths, Patrick and Hollstein, Andr{\´e} and Hostert, Patrick and K{\"o}thur, Patrick and Peters, Mathias and Pflugmacher, Dirk and Rabe, Andreas and Reinefeld, Alexander and Schintke, Florian and Segel, Karl}, title = {Geomultisens - a common automatic processing and analysis system for multi-sensor satellite data}, series = {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}, booktitle = {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}, pages = {18 -- 19}, language = {en} }