{"id":19643742,"url":"https://github.com/kmarkert/mekong-ssc-gae","last_synced_at":"2025-04-28T13:31:06.664Z","repository":{"id":87323414,"uuid":"97187963","full_name":"KMarkert/mekong-ssc-gae","owner":"KMarkert","description":"A Google AppEngine application using Google Earth Engine to monitor suspended sediment concentration in the Lower Mekong Basin.","archived":false,"fork":false,"pushed_at":"2018-11-27T01:26:39.000Z","size":5459,"stargazers_count":10,"open_issues_count":1,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-05T09:11:13.279Z","etag":null,"topics":["google-appengine","google-earth-engine","lower-mekong-basin","suspended-sediment"],"latest_commit_sha":null,"homepage":"http://mekong-ssc.appspot.com","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KMarkert.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}},"created_at":"2017-07-14T03:13:02.000Z","updated_at":"2024-09-25T19:07:01.000Z","dependencies_parsed_at":"2023-03-12T06:00:43.362Z","dependency_job_id":null,"html_url":"https://github.com/KMarkert/mekong-ssc-gae","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/KMarkert%2Fmekong-ssc-gae","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KMarkert%2Fmekong-ssc-gae/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KMarkert%2Fmekong-ssc-gae/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KMarkert%2Fmekong-ssc-gae/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KMarkert","download_url":"https://codeload.github.com/KMarkert/mekong-ssc-gae/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251319747,"owners_count":21570450,"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":["google-appengine","google-earth-engine","lower-mekong-basin","suspended-sediment"],"created_at":"2024-11-11T14:23:40.824Z","updated_at":"2025-04-28T13:31:01.638Z","avatar_url":"https://github.com/KMarkert.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Mekong Water Quality\n\nThis repository is a [Google AppEngine](https://cloud.google.com/appengine/) application that uses [Google Earth Engine](https://earthengine.google.com/) to dynamically map surface suspended solid concentration within water bodies in the Mekong Basin using Landsat satellite data. The live application can be found at [mekong-ssc.appspot.com](http://mekong-ssc.appspot.com)\n\n![](static/img/screenshot_article.png)\n\nIf you use the code from this repository or use any data from the application, please consider citing the following research article: Markert, K.N., Schmidt, C.M., Griffin, R.E., Flores, A.I., Poortinga, A., Saah, D.S., Muench, R.E., Clinton, N.E., Chishtie, F., Kityuttachai, K., Someth, P., Anderson, E.R., Aekakkararungroj, A., and Ganz, D.J. (2018), Historical and Operational Monitoring of Suspended Sediment in the Lower Mekong Basin using Landsat and Google Earth Engine Cloud Computing. Remote Sens., 10(6), 909, https://doi.org/10.3390/rs10060909\n\n## Getting started\n\nTo set up your own instance of the application, you will need the [Google Cloud SDK](https://cloud.google.com/sdk/) installed and a [cloud project](https://cloud.google.com/resource-manager/docs/creating-managing-projects) created. Once your project is setup, you will need to create a [service account](https://cloud.google.com/iam/docs/creating-managing-service-accounts) and get that service account [whitelisted by the Earth Engine](https://developers.google.com/earth-engine/service_account) team.\n\nAfter you have your project setup on Google Cloud, you will interface with your project using the Google Cloud SDK command line interface. To start, you will configure your `gcloud` environment with your username and login:\n\n```\n$ gcloud config set account \u003cYOUR_ACCOUNT\u003e\n$ gcloud auth\n```\n\nAfter you successfully login, you will need to set the project in the `gcloud` configuration:\n\n```\n$ gcloud config set project \u003cYOUR_PROJECTID\u003e\n```\n\nNow we are ready to pull the GitHub repository and make minor changes to the code for your specific project:\n\n```\n$ git clone https://github.com/kmarkert/mekong-ssc-gae.git\n$ cd mekong-ssc-gae\n```\n\nSpecifically, **you will need to change lines 5 and 11 in `config.py` for your specific service account and credentials**.\n\nLast step is to deploy your application to the cloud:\n```\n$ gcloud app deploy\n```\n\nThe Google Cloud SDK will walk you through some configuration for the application and then your application is live! You can check your application at http://\u003cYOUR_PROJECTID\u003e.appspot.com\n\n\n## Contributing\n\nIf you have any ideas, just [open an issue](https://github.com/KMarkert/mekong-ssc-gae/issues/new) and let me know what you think.\n\nIf you'd like to contribute, please fork the repository and make changes as you'd like. Pull requests are welcome!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkmarkert%2Fmekong-ssc-gae","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkmarkert%2Fmekong-ssc-gae","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkmarkert%2Fmekong-ssc-gae/lists"}