Search Results - "Sips, Mike"
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F4ESS – a framework for interdisciplinary data-driven earth system science
Published in International journal of digital earth (02-10-2023)“…ABSTRACTEarth system science is an interdisciplinary effort to understand the fundamentals and interactions of environmental processes. Interdisciplinary…”
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Selecting good views of high-dimensional data using class consistency
Published in Computer graphics forum (01-06-2009)“…Many visualization techniques involve mapping high‐dimensional data spaces to lower‐dimensional views. Unfortunately, mapping a high‐dimensional data space…”
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PyRQA—Conducting recurrence quantification analysis on very long time series efficiently
Published in Computers & geosciences (01-07-2017)Get full text
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Interannual variations of terrestrial water storage in the East African Rift region
Published in Hydrology and earth system sciences (29-10-2024)“…The US–German GRACE (Gravity Recovery and Climate Experiment, 2002–2017) and GRACE-FO (GRACE Follow-On, since 2018) satellite missions observe terrestrial…”
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DASF: A data analytics software framework for distributed environments
Published in Journal of open source software (13-10-2022)Get full text
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Understanding a Sequence of Sequences: Visual Exploration of Categorical States in Lake Sediment Cores
Published in IEEE transactions on visualization and computer graphics (01-01-2018)“…This design study focuses on the analysis of a time sequence of categorical sequences. Such data is relevant for the geoscientific research field of landscape…”
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Visual Analytics for Comparison of Ocean Model Output with Reference Data: Detecting and Analyzing Geophysical Processes Using Clustering Ensembles
Published in IEEE transactions on visualization and computer graphics (01-12-2014)“…Researchers assess the quality of an ocean model by comparing its output to that of a previous model version or to observations. One objective of the…”
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Perceptually Driven Visibility Optimization for Categorical Data Visualization
Published in IEEE transactions on visualization and computer graphics (01-10-2013)“…Visualization techniques often use color to present categorical differences to a user. When selecting a color palette, the perceptual qualities of color need…”
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Exploring mass variations in the Earth system
Published in Cartography and geographic information science (01-01-2016)“…Geophysical processes cause a redistribution of masses within system Earth called mass transport. This mass transport induces variations in the observed…”
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Pixnostics: Towards Measuring the Value of Visualization
Published in 2006 IEEE Symposium On Visual Analytics Science And Technology (01-10-2006)“…During the last two decades a wide variety of advanced methods for the visual exploration of large data sets have been proposed. For most of these techniques…”
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Conference Proceeding -
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A Visual Analytics Approach to Multiscale Exploration of Environmental Time Series
Published in IEEE transactions on visualization and computer graphics (01-12-2012)“…We present a Visual Analytics approach that addresses the detection of interesting patterns in numerical time series, specifically from environmental sciences…”
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Toward a Visual Analytics Approach to Support Multi-Sensor Analysis in Remote Sensing Science
Published in Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V (2016)“…Multi-sensor analysis is a novel scientific approach in remote sensing science. The basic idea is to enable users to combine various satellite mission data…”
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Interactive visual summaries for detection and assessment of spatiotemporal patterns in geospatial time series
Published in Information visualization (01-07-2014)“…Numerous measurement devices and computer simulations produce geospatial time series that describe a wide variety of processes of System Earth. A major…”
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PyRQA -- Conducting Recurrence Quantification Analysis on Very Long Time Series Efficiently
Published 18-01-2024“…Computers & Geosciences, 104, 101-108 (2017) PyRQA is a software package that efficiently conducts recurrence quantification analysis (RQA) on time series…”
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15
Perceptually-Driven Visibility Optimization for Categorical Data Visualization
Published in IEEE transactions on visualization and computer graphics (29-11-2012)“…Visualization techniques often use color to present categorical differences to a user. The selection of a color palette needs careful considerations of…”
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Visualization of Geo-spatial Point Sets via Global Shape Transformation and Local Pixel Placement
Published in IEEE transactions on visualization and computer graphics (01-09-2006)“…In many applications, data is collected and indexed by geo-spatial location. Discovering interesting patterns through visualization is an important way of…”
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Pixel based visual data mining of geo-spatial data
Published in Computers & graphics (01-06-2004)“…In many application domains, data is collected and referenced by its geo-spatial location. Spatial data mining, or the discovery of interesting patterns in…”
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An automated approach for the optimization of pixel-based visualizations
Published in Information visualization (01-04-2007)“…During the last two decades, a wide variety of advanced methods for the visual exploration of large data sets have been proposed. For most of these techniques…”
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Scalable Pixel-based Visual Interfaces: Challenges and Solutions
Published in Tenth International Conference on Information Visualisation (IV'06) (2006)“…The information revolution is creating and publishing vast data sets, such as records of business transactions, environmental statistics and census…”
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Conference Proceeding -
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RecMap: Rectangular Map Approximations
Published in IEEE Symposium on Information Visualization (2004)“…In many application domains, data is collected and referenced by its geospatial location. Nowadays, different kinds of maps are used to emphasize the spatial…”
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Conference Proceeding