Revisiting good modelling practices and open workflows for decision support – where are we today and where to tomorrow?
Co-organized by EOS4
Convener:
Diana SpielerECSECS
|
Co-conveners:
Anneli GuthkeECSECS,
Zhenyu WangECSECS,
Catherine Moore,
Dirk EilanderECSECS,
Wouter Knoben
Orals
|
Tue, 29 Apr, 14:00–15:45 (CEST) Room 2.44
Posters on site
|
Attendance Tue, 29 Apr, 10:45–12:30 (CEST) | Display Tue, 29 Apr, 08:30–12:30 Hall A
This session therefore intends to provide a platform for a visible and ongoing discussion on what ought to be the current standard(s) for an appropriate modelling protocol that considers uncertainty in all its facets and promotes transparency in the quest for robust and reliable results. We invite presentations of worked examples and software tools: What did(n’t) work? How were challenges overcome? How did developed workflows allow for detailed scrutiny of the techniques, assumptions, and interpretations of data, models, and their uncertainties? Contributions should aim to improve the scientific basis of (parts of) the modelling chain and put good modelling practice in focus again. This might include (but is not limited to) contributions on:
(1) Benchmarking to increase trust in model results
(2) Developing robust calibration and evaluation frameworks to improve transparency
(3) Going beyond common metrics in assessing model performance and realism
(4) Developing frameworks that enable hypothesis testing or consideration of alternative conceptual models
(5) Investigating subjectivity and documenting choices along the modelling chain
(6) Developing modelling protocols and/or scripted workflows to improve efficiency and reproducibility
(7) Examples of adopting the FAIR (Findable, Accessible, Interoperable and Reusable) principles in the modelling chain
(8) Methods for uncertainty analysis, data assimilation, and management optimization under uncertainty, e.g. in the decision-support context
(9) Communicating model results and their uncertainty to end users of model results
(10) Evaluating implications of model limitations and identifying priorities for future model development and data acquisition planning
14:00–14:20
|
EGU25-11752
|
solicited
|
On-site presentation
14:20–14:30
|
EGU25-21403
|
On-site presentation
14:30–14:35
Discussion
14:35–14:45
|
EGU25-18108
|
ECS
|
On-site presentation
14:45–14:55
|
EGU25-2049
|
ECS
|
On-site presentation
14:55–15:05
|
EGU25-18145
|
ECS
|
On-site presentation
15:05–15:15
|
EGU25-13870
|
On-site presentation
15:15–15:25
|
EGU25-13900
|
ECS
|
On-site presentation
15:25–15:35
|
EGU25-4024
|
ECS
|
On-site presentation
15:35–15:45
|
EGU25-6993
|
On-site presentation
A.13
|
EGU25-14083
|
ECS