Notebooks for combining the National Water Model results/inputs with observations from SNOTEL and MODIS at SNOTEL sites


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Created: Feb 06, 2021 at 2:16 a.m.
Last updated: Feb 06, 2021 at 4:51 p.m.
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Abstract

This resource includes Jupyter Notebooks that combine (merge) model results with observations. There are four folders:

- NWM_SnowAssessment: includes codes required for combining model results with observations It also has an output folder that includes the outputs of running five Jupyter Notebooks within the code folder. The order to running the Jupyter Notebooks are as follows: First run Combine_obs_mod_[*].ipynb where [*] is P, SWE, TAir, and FSNO. Then, run Combine_obs_mod_P_SWE_TAir_FSNO.ipynb.
- NWM_Reanalysis: contains preprocessed model results. Model results (within NWM_Reanalysis folder) are the National Water Model v2 retrospective simulations which are already retrieved and pre-processed at SNOTEL sites using Tarboton and Garousi-Nejad (2020) and Garousi-Nejad and Tarboton (2021a) scripts.
- SNOTEL: contains preprocessed SNOTEL observations which are created using Garousi-Nejad and Tarboton (2021b)
- GEE: contains MODIS observations which are downloaded using Garousi-Nejad and Tarboton (2021c). The CSV file is the merged file of the downloaded CSV files.

Reference:
1. Tarboton, D., I. Garousi-Nejad (2020). Notebook for retrieval of National Water Model V2.0 Retrospective run results at SNOTEL sites, HydroShare, http://www.hydroshare.org/resource/3d4976bf6eb84dfbbe11446ab0e31a0a
2. Garousi-Nejad, I., D. Tarboton (2021a). Notebooks for pre-processing the retrieved National Water Model V2.0 Retrospective run results and inputs at SNOTEL sites, HydroShare, http://www.hydroshare.org/resource/1b66a752b0cc467eb0f46bda5fdc4b34
3. Garousi-Nejad, I., D. Tarboton (2021b). Notebook for retrieval of precipitation, air temperature, and snow water equivalent measurements at SNOTEL sites, HydroShare, http://www.hydroshare.org/resource/d1fe0668734e4892b066f198c4015b06
4. Garousi-Nejad, I., D. Tarboton (2021c). JavaScript code for retrieval of MODIS Collection 6 NDSI snow cover at SNOTEL sites and a Jupyter Notebook to merge/reprocess data, HydroShare, http://www.hydroshare.org/resource/d287f010b2dd48edb0573415a56d47f8

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This resource belongs to the following collections:
Title Owners Sharing Status My Permission
Data for A Comparison of National Water Model Retrospective Analysis Snow Outputs at SNOTEL Sites Across the Western U.S. Irene Garousi-Nejad · David Tarboton  Public &  Shareable Open Access

How to Cite

Garousi-Nejad, I., D. Tarboton (2021). Notebooks for combining the National Water Model results/inputs with observations from SNOTEL and MODIS at SNOTEL sites, HydroShare, http://www.hydroshare.org/resource/493e0ad05c2d45199427cc41a6c76de0

This resource is shared under the Creative Commons Attribution CC BY.

 http://creativecommons.org/licenses/by/4.0/
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