SUMMA Simulations using CAMELS Datasets on CyberGIS Jupyter for water (old)
收藏www.hydroshare.org2021-03-04 更新2025-01-21 收录
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资源简介:
These are example application notebooks to simulate SUMMA using CAMELS datasets.
There are three steps: (STEP-1) Create SUMMA input, (STEP-2) Execute SUMMA, (STEP-3) Visualize SUMMA output
Based on this example, users can change the HRU ID and simulation periods to analyze 671 basins in CAMELS datasets.
(STEP-1) A_1_camels_make_input.ipynb
- The first notebook creates SUMMA input using Camels dataset using `summa_camels_hydroshare.zip` in this resource and OpenDAP(https://www.hydroshare.org/resource/a28685d2dd584fe5885fc368cb76ff2a/).
(STEP-2) B_1_camels_pysumma_default_prob.ipynb, B_2_camels_pysumma_lhs_prob.ipynb, B_3_camels_pysumma_config_prob.ipynb, and
B_4_camels_pysumma_lhs_config_prob.ipynb
- These four notebooks execute SUMMA considering four different parameters and parameterization combinations
(STEP-3) C_1_camels_analyze_output_default_prob.ipynb, C_2_camels_analyze_output_lhs_prob.ipynb, C_3_camels_analyze_output_config_prob.ipynb,
C_4_camels_analyze_output_lhs_config_prob.ipynb
- The final four notebooks visualize SUMMA output of B-1, B-2, B-3, and B-4 notebooks.
本数据集包含模拟 SUMMA 模型的示例应用笔记本,基于 CAMELS 数据集进行。其操作流程分为三个步骤:(步骤一)构建 SUMMA 输入数据,(步骤二)执行 SUMMA 模型,(步骤三)可视化 SUMMA 输出结果。用户可基于此示例,调整 HRU ID 和模拟周期,以分析 CAMELS 数据集中的 671 个流域。(步骤一) A_1_camels_make_input.ipynb - 该笔记本利用本资源中的 `summa_camels_hydroshare.zip` 文件及 OpenDAP(https://www.hydroshare.org/resource/a28685d2dd584fe5885fc368cb76ff2a/) 生成 SUMMA 输入数据。(步骤二) B_1_camels_pysumma_default_prob.ipynb, B_2_camels_pysumma_lhs_prob.ipynb, B_3_camels_pysumma_config_prob.ipynb, 以及 B_4_camels_pysumma_lhs_config_prob.ipynb - 这四个笔记本针对四种不同的参数和参数组合执行 SUMMA 模型。(步骤三) C_1_camels_analyze_output_default_prob.ipynb, C_2_camels_analyze_output_lhs_prob.ipynb, C_3_camels_analyze_output_config_prob.ipynb, 以及 C_4_camels_analyze_output_lhs_config_prob.ipynb - 最后四个笔记本对 B-1, B-2, B-3, 和 B-4 笔记本中的 SUMMA 输出结果进行可视化。
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