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SUMMA Simulations using CAMELS Datasets on CyberGIS Jupyter for water (old)

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DataONE2022-04-15 更新2024-06-08 收录
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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.
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2022-04-15
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