IsoTrotter : Visually Guided Empirical Modelling of Atmospheric Convection

Empirical models, fitted to data from observations, are often used in natural sciences to describe physical behaviour and support discoveries. However, with more complex models, the regression of parameters quickly becomes insufficient, requiring a visual parameter space analysis to understand and o...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 27(2021), 2 vom: 12. Feb., Seite 775-784
1. Verfasser: Palenik, Juraj (VerfasserIn)
Weitere Verfasser: Spengler, Thomas, Hauser, Helwig
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article
LEADER 01000naa a22002652 4500
001 NLM316489379
003 DE-627
005 20231225161207.0
007 cr uuu---uuuuu
008 231225s2021 xx |||||o 00| ||eng c
024 7 |a 10.1109/TVCG.2020.3030389  |2 doi 
028 5 2 |a pubmed24n1054.xml 
035 |a (DE-627)NLM316489379 
035 |a (NLM)33079665 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a Palenik, Juraj  |e verfasserin  |4 aut 
245 1 0 |a IsoTrotter  |b Visually Guided Empirical Modelling of Atmospheric Convection 
264 1 |c 2021 
336 |a Text  |b txt  |2 rdacontent 
337 |a ƒaComputermedien  |b c  |2 rdamedia 
338 |a ƒa Online-Ressource  |b cr  |2 rdacarrier 
500 |a Date Revised 02.02.2021 
500 |a published: Print-Electronic 
500 |a Citation Status PubMed-not-MEDLINE 
520 |a Empirical models, fitted to data from observations, are often used in natural sciences to describe physical behaviour and support discoveries. However, with more complex models, the regression of parameters quickly becomes insufficient, requiring a visual parameter space analysis to understand and optimize the models. In this work, we present a design study for building a model describing atmospheric convection. We present a mixed-initiative approach to visually guided modelling, integrating an interactive visual parameter space analysis with partial automatic parameter optimization. Our approach includes a new, semi-automatic technique called IsoTrotting, where we optimize the procedure by navigating along isocontours of the model. We evaluate the model with unique observational data of atmospheric convection based on flight trajectories of paragliders 
650 4 |a Journal Article 
700 1 |a Spengler, Thomas  |e verfasserin  |4 aut 
700 1 |a Hauser, Helwig  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t IEEE transactions on visualization and computer graphics  |d 1996  |g 27(2021), 2 vom: 12. Feb., Seite 775-784  |w (DE-627)NLM098269445  |x 1941-0506  |7 nnns 
773 1 8 |g volume:27  |g year:2021  |g number:2  |g day:12  |g month:02  |g pages:775-784 
856 4 0 |u http://dx.doi.org/10.1109/TVCG.2020.3030389  |3 Volltext 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_NLM 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 27  |j 2021  |e 2  |b 12  |c 02  |h 775-784