{"id":23151672,"url":"https://github.com/jshinm/nnsa-geospatial-analysis","last_synced_at":"2025-04-04T15:24:22.742Z","repository":{"id":127464402,"uuid":"504944900","full_name":"jshinm/NNSA-geospatial-analysis","owner":"jshinm","description":"Geospatial visualization and analysis of Fukushima datasets created by NNSA","archived":false,"fork":false,"pushed_at":"2022-06-21T08:02:07.000Z","size":10349,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T01:15:49.246Z","etag":null,"topics":["data-science","geospatial-analysis","geospatial-visualization","machine-learning","predictive-modeling"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jshinm.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-06-18T20:32:21.000Z","updated_at":"2022-06-21T13:43:58.000Z","dependencies_parsed_at":"2023-08-16T13:15:58.764Z","dependency_job_id":null,"html_url":"https://github.com/jshinm/NNSA-geospatial-analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jshinm%2FNNSA-geospatial-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jshinm%2FNNSA-geospatial-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jshinm%2FNNSA-geospatial-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jshinm%2FNNSA-geospatial-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jshinm","download_url":"https://codeload.github.com/jshinm/NNSA-geospatial-analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247199627,"owners_count":20900307,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","geospatial-analysis","geospatial-visualization","machine-learning","predictive-modeling"],"created_at":"2024-12-17T18:43:07.341Z","updated_at":"2025-04-04T15:24:22.720Z","avatar_url":"https://github.com/jshinm.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NNSA-geospatial-analysis\n\u003cimg src=\"https://img.shields.io/badge/Python-3.8-blue\"\u003e \u003cimg src=\"https://img.shields.io/github/license/jshinm/nnsa-geospatial-analysis\"\u003e\n\n# Overview\nGeospatial visualization and analysis of Fukushima datasets created by NNSA.\n\n# Introduction\nNational Nuclear Security Administration (NNSA) published 3 datasets that involves Fukushima nuclear disaster occurred in 2011 at Fukushima, Japan. These datasets measure aerial radioactive traces of different radio-isotopes (e.g., iodine-131) surveying the local area over time. The first dataset measures thallium activated sodium iodine (NAI(T)) crytals off the east coast of Japan on three separate flights dated 4/5, 4/18, 5/9 of 2011. The second dataset represents the ground deposition of Iodine-131 indicating surface contamination measured from 2-3 April 2011. The last dataset is the radiation data in DOE/NNSA response to the Fukushima incident measuring NaI(T) crystals emitting radiation between 17-19 March 2011.\n\n# Main Notebooks\nSome sections of the notebooks use plotly for interactive visualization which renders properly in nbviewer.\n\n- NNSA Geospatial Visual Analysis ([nbviewer](https://nbviewer.org/github/jshinm/NNSA-geospatial-analysis/blob/main/NNSA-geospatial-visual-analysis.ipynb))\n    \n    \u003cimg src=\"img/1st-notebook.png\" width=80%\u003e\n- NNSA Geospatial Predictive Analytic + EDA ([notebook](https://github.com/jshinm/NNSA-geospatial-analysis/blob/main/NNSA-geospatial-predictive-analytic.ipynb))\n    \n    \u003cimg src=\"img/2nd-notebook.png\" width=80%\u003e\n\n# Data Catalogs\n- https://catalog.data.gov/dataset/us-doe-nnsa-response-to-2011-fukushima-incident-at-sea-aerial-data\n- https://catalog.data.gov/dataset/us-doe-nnsa-response-to-2011-fukushima-incident-iodine-131-aerial-data-analysis\n- https://catalog.data.gov/dataset/us-doe-nnsa-response-to-2011-fukushima-incident-march-2011-aerial-data\n\n# Documentations\n- https://www.energy.gov/sites/prod/files/2013/10/f3/AMS%20C12%20Sea%20Data%20Dictionary.pdf\n- https://www.energy.gov/sites/prod/files/2014/05/f16/Iodine%20Deposition%20from%20Early%20Aerial%20Surveys.pdf\n- https://www.energy.gov/sites/prod/files/NNSADataRepositoryGuide_0.pdf\n\n\n# Future Updates\n- analysis notebook (unsupervised methods)\n- aws integration\n- build and delpoy with docker","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjshinm%2Fnnsa-geospatial-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjshinm%2Fnnsa-geospatial-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjshinm%2Fnnsa-geospatial-analysis/lists"}