Geodynamic diagnostics, scientific visualisation and StagLab 3.0

<p>Today's geodynamic models can, often do and sometimes have to become very complex. Their underlying, increasingly elaborate numerical codes produce a growing amount of raw data. Post-processing such data is therefore becoming more and more important, but also more challenging and ti...

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Main Author: F. Crameri
Format: Article
Language:English
Published: Copernicus Publications 2018-06-01
Series:Geoscientific Model Development
Online Access:https://www.geosci-model-dev.net/11/2541/2018/gmd-11-2541-2018.pdf
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spelling doaj-5cef38dbd11846b480d2824d9560ae9d2020-11-24T20:41:41ZengCopernicus PublicationsGeoscientific Model Development1991-959X1991-96032018-06-01112541256210.5194/gmd-11-2541-2018Geodynamic diagnostics, scientific visualisation and StagLab 3.0F. Crameri0Centre for Earth Evolution and Dynamics (CEED), University of Oslo, P.O. Box 1028 Blindern, 0315 Oslo, Norway<p>Today's geodynamic models can, often do and sometimes have to become very complex. Their underlying, increasingly elaborate numerical codes produce a growing amount of raw data. Post-processing such data is therefore becoming more and more important, but also more challenging and time-consuming. In addition, visualising processed data and results has, in times of coloured figures and a wealth of half-scientific software, become one of the weakest pillars of science, widely mistreated and ignored. Efficient and automated geodynamic diagnostics and sensible scientific visualisation preventing common pitfalls is thus more important than ever. Here, a collection of numerous diagnostics for plate tectonics and mantle dynamics is provided and a case for truly scientific visualisation is made. Amongst other diagnostics are a most accurate and robust plate-boundary identification, slab-polarity recognition, plate-bending derivation, surface-topography component splitting and mantle-plume detection. Thanks to powerful image processing tools and other elaborate algorithms, these and many other insightful diagnostics are conveniently derived from only a subset of the most basic parameter fields. A brand new set of scientific quality, perceptually uniform colour maps including <i>d</i><i>e</i><i>v</i><i>o</i><i>n</i>, <i>d</i><i>a</i><i>v</i><i>o</i><i>s</i>, <i>o</i><i>s</i><i>l</i><i>o</i> and <i>b</i><i>r</i><i>o</i><i>c</i> is introduced and made freely available (<a href="http://www.fabiocrameri.ch/colourmaps" target="_blank">http://www.fabiocrameri.ch/colourmaps</a>, last access: 25 June 2018). These novel colour maps bring a significant advantage over misleading, non-scientific colour maps like <i>r</i><i>a</i><i>i</i><i>n</i><i>b</i><i>o</i><i>w</i>, which is shown to introduce a visual error to the underlying data of up to 7.5 %. Finally, <span style="" class="text smallcaps">StagLab</span> (<a href="http://www.fabiocrameri.ch/StagLab" target="_blank">http://www.fabiocrameri.ch/StagLab</a>, last access: 25 June 2018) is introduced, a software package that incorporates the whole suite of automated geodynamic diagnostics and, on top of that, applies state-of-the-art scientific visualisation to produce publication-ready figures and movies, all in the blink of an eye and all fully reproducible. <span style="" class="text smallcaps">StagLab</span>, a simple, flexible, efficient and reliable tool made freely available to everyone, is written in MATLAB and adjustable for use with geodynamic mantle convection codes.</p>https://www.geosci-model-dev.net/11/2541/2018/gmd-11-2541-2018.pdf
collection DOAJ
language English
format Article
sources DOAJ
author F. Crameri
spellingShingle F. Crameri
Geodynamic diagnostics, scientific visualisation and StagLab 3.0
Geoscientific Model Development
author_facet F. Crameri
author_sort F. Crameri
title Geodynamic diagnostics, scientific visualisation and StagLab 3.0
title_short Geodynamic diagnostics, scientific visualisation and StagLab 3.0
title_full Geodynamic diagnostics, scientific visualisation and StagLab 3.0
title_fullStr Geodynamic diagnostics, scientific visualisation and StagLab 3.0
title_full_unstemmed Geodynamic diagnostics, scientific visualisation and StagLab 3.0
title_sort geodynamic diagnostics, scientific visualisation and staglab 3.0
publisher Copernicus Publications
series Geoscientific Model Development
issn 1991-959X
1991-9603
publishDate 2018-06-01
description <p>Today's geodynamic models can, often do and sometimes have to become very complex. Their underlying, increasingly elaborate numerical codes produce a growing amount of raw data. Post-processing such data is therefore becoming more and more important, but also more challenging and time-consuming. In addition, visualising processed data and results has, in times of coloured figures and a wealth of half-scientific software, become one of the weakest pillars of science, widely mistreated and ignored. Efficient and automated geodynamic diagnostics and sensible scientific visualisation preventing common pitfalls is thus more important than ever. Here, a collection of numerous diagnostics for plate tectonics and mantle dynamics is provided and a case for truly scientific visualisation is made. Amongst other diagnostics are a most accurate and robust plate-boundary identification, slab-polarity recognition, plate-bending derivation, surface-topography component splitting and mantle-plume detection. Thanks to powerful image processing tools and other elaborate algorithms, these and many other insightful diagnostics are conveniently derived from only a subset of the most basic parameter fields. A brand new set of scientific quality, perceptually uniform colour maps including <i>d</i><i>e</i><i>v</i><i>o</i><i>n</i>, <i>d</i><i>a</i><i>v</i><i>o</i><i>s</i>, <i>o</i><i>s</i><i>l</i><i>o</i> and <i>b</i><i>r</i><i>o</i><i>c</i> is introduced and made freely available (<a href="http://www.fabiocrameri.ch/colourmaps" target="_blank">http://www.fabiocrameri.ch/colourmaps</a>, last access: 25 June 2018). These novel colour maps bring a significant advantage over misleading, non-scientific colour maps like <i>r</i><i>a</i><i>i</i><i>n</i><i>b</i><i>o</i><i>w</i>, which is shown to introduce a visual error to the underlying data of up to 7.5 %. Finally, <span style="" class="text smallcaps">StagLab</span> (<a href="http://www.fabiocrameri.ch/StagLab" target="_blank">http://www.fabiocrameri.ch/StagLab</a>, last access: 25 June 2018) is introduced, a software package that incorporates the whole suite of automated geodynamic diagnostics and, on top of that, applies state-of-the-art scientific visualisation to produce publication-ready figures and movies, all in the blink of an eye and all fully reproducible. <span style="" class="text smallcaps">StagLab</span>, a simple, flexible, efficient and reliable tool made freely available to everyone, is written in MATLAB and adjustable for use with geodynamic mantle convection codes.</p>
url https://www.geosci-model-dev.net/11/2541/2018/gmd-11-2541-2018.pdf
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