EarthCube2020: Reproducible and Replicable Scientific Use Cases with CyberGIS-Jupyter for water and Sciunit tool using SUMMA and pySUMMA

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

本系列笔记旨在通过Sciunit评估不同计算环境下的可重现性和可复制性。您可利用CyberGIS-Jupyter打开这些笔记进行水资源分析，通过点击“打开”按钮即可。笔记1和笔记2是在本地计算机上创建的，以测试计算环境并构建Sciunit容器，以封装SUMMA模拟工作流程。
- 笔记1：N_1_Reproducibility_Evaluation_of_the_SUMMA_Model_in_the_Model_Agnostic_Framework.ipynb
- 笔记2：N_2_Creating_and_Executing_the_Sciunit_Container_to_Encapsulating_and_Evaluating_the_immutable_computational_environment.ipynb

您可从笔记3开始操作。
- 笔记3：N_3_Reproducibility_and_Replicability_Evaluation_using_the_Sciunit_Container_in_CyberGIS_for_water.ipynb

通过此过程，您可通过重复Sciunit容器并改变SUMMA配置来评估SUMMA模拟的可重现性和可复制性。
- 可重现的SUMMA应用：三种不同的气孔阻力参数化（BallBerry、Jarvis和简单气孔方法）
- 可复制的SUMMA应用：将气孔阻力土壤湿度控制函数从NoahType更改为CLM_Type