EarthCube2020: Reproducible and Replicable Scientific Use Cases with CyberGIS-Jupyter for water and Sciunit tool using SUMMA and pySUMMA
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| Owners: | Young-Don Choi |
| Type: | Resource |
| Storage: | The size of this resource is 113.2 MB |
| Created: | Apr 10, 2020 at 7:07 a.m. |
| Last updated: | Apr 13, 2020 at 9:04 p.m. |
| Citation: | See how to cite this resource |
| Sharing Status: | Public |
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| Views: | 1725 |
| Downloads: | 24 |
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Abstract
These notebooks are created to evaluate the reproducibility and replicability using Sciunit in different computational environment.
You can open these notebooks using CyberGIS-Jupyter for water from `Open with button`.
Notebook1 and notebook2 were created in local computer to test computational environment and create Sciunit containers to encapsulate SUMMA simulation workflow.
- Notebook1: N_1_Reproducibility_Evaluation_of_the_SUMMA_Model_in_the_Model_Agnostic_Framework.ipynb
- Notebook2: N_2_Creating_and_Executing_the_Sciunit_Container_to_Encapsulating_and_Evaluating_the_immutable_computational_environment.ipynb
So you can start with notebook3.
- Notebook3: N_3_Reproducibility_and_Replicability_Evaluation_using_the_Sciunit_Container_in_CyberGIS_for_water.ipynb
From this process, you can evaluate the reproducibility and replicability of SUMMA simulation with repeating of Sciunit container and changing the SUMMA configuration.
- Reproduced SUMMA application: Three different stomatal Resistance Parameterizations (BallBerry, Jarvis, and Simple Stomatal Method)
- Replicated SUMMA application: Changing the function for the soil moisture control on stomatal resistance from NoahType to CLM_Type
Subject Keywords
Coverage
Temporal
| Start Date: | 07/01/2006 |
|---|---|
| End Date: | 08/30/2007 |
Content
Related Resources
| The content of this resource references | Clark, M. P., B. Nijssen, J. D. Lundquist, D. Kavetski, D. E. Rupp, R. A. Woods, J. E. Freer, E. D. Gutmann, A. W. Wood, D. J. Gochis, R. M. Rasmussen, D. G. Tarboton, V. Mahat, G. N. Flerchinger and D. G. Marks, (2015), "A unified approach for process-based hydrologic modeling: 2. Model implementation and case studies," Water Resources Research, 51(4): 2515-2542, http://doi.org/10.1002/2015wr017200. |
| The content of this resource is derived from | https://www.hydroshare.org/resource/c1bb4a12bff44bf08c5958cba7947348/ |
| The content of this resource is derived from | https://www.hydroshare.org/resource/1f3f310af8364d2aa3e6a9459152a21c/ |
Credits
Funding Agencies
This resource was created using funding from the following sources:
| Agency Name | Award Title | Award Number |
|---|---|---|
| National Science Foundation | EarthCube Building Blocks: Collaborative Proposal: GeoTrust: Improving Sharing and Reproducibility of Geoscience Applications | ICER-1639655, ICER-1639759, ICER-1639696 |
| National Science Foundation | Collaborative Research: SI2-SSI: Cyberinfrastructure for Advancing Hydrologic Knowledge through Collaborative Integration of Data Science, Modeling and Analysis | OAC-1664061, OAC-1664018, OAC-1664119 |
How to Cite
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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