{"id":22697835,"url":"https://github.com/odinn-sciml/massbalancemachine","last_synced_at":"2026-01-26T11:01:46.987Z","repository":{"id":237876128,"uuid":"781594850","full_name":"ODINN-SciML/MassBalanceMachine","owner":"ODINN-SciML","description":"Global machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data","archived":false,"fork":false,"pushed_at":"2026-01-16T22:14:01.000Z","size":800096,"stargazers_count":41,"open_issues_count":29,"forks_count":21,"subscribers_count":3,"default_branch":"main","last_synced_at":"2026-01-17T09:19:13.764Z","etag":null,"topics":["climate","glaciers","machine-learning","remote-sensing"],"latest_commit_sha":null,"homepage":"https://massbalancemachine.readthedocs.io/en/latest/","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/ODINN-SciML.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":"docs/support.rst","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-04-03T17:19:48.000Z","updated_at":"2025-12-10T14:11:13.000Z","dependencies_parsed_at":"2024-06-05T14:17:53.525Z","dependency_job_id":"c2595650-8a52-4591-b90b-dfae775aed6b","html_url":"https://github.com/ODINN-SciML/MassBalanceMachine","commit_stats":null,"previous_names":["odinn-sciml/massbalancemachine"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/ODINN-SciML/MassBalanceMachine","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ODINN-SciML%2FMassBalanceMachine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ODINN-SciML%2FMassBalanceMachine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ODINN-SciML%2FMassBalanceMachine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ODINN-SciML%2FMassBalanceMachine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ODINN-SciML","download_url":"https://codeload.github.com/ODINN-SciML/MassBalanceMachine/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ODINN-SciML%2FMassBalanceMachine/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28776227,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-26T09:42:00.929Z","status":"ssl_error","status_checked_at":"2026-01-26T09:42:00.591Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["climate","glaciers","machine-learning","remote-sensing"],"created_at":"2024-12-10T05:15:52.643Z","updated_at":"2026-01-26T11:01:46.978Z","avatar_url":"https://github.com/ODINN-SciML.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![GitHub contributors](https://img.shields.io/github/contributors/ODINN-SciML/MassBalanceMachine?style=social)](#contributors)\n[![Build Status](https://github.com/ODINN-SciML/MassBalanceMachine/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/ODINN-SciML/MassBalanceMachine/actions/workflows/CI.yml?query=branch%3Amain)\n[![Coverage](https://codecov.io/gh/ODINN-SciML/MassBalanceMachine/branch/main/graph/badge.svg)](https://app.codecov.io/gh/ODINN-SciML/MassBalanceMachine)\n[![Documentation](https://app.readthedocs.org/projects/massbalancemachine/badge/?version=latest)](https://massbalancemachine.readthedocs.io/en/latest/)\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./MBM_logo.png\" width=\"300\" title=\"MBM_Logo\"\u003e\n\u003c/p\u003e\n\n# MassBalanceMachine\n\nA bridge between mass balance modelling and observations. Global machine learning glacier mass balance modelling that assimilates all glaciological and remote sensing data sources.\n\n- 🏔️ MassBalanceMachine takes meteorological, topographical and/or other features to predict the surface mass balance of glaciers for a region of interest.\n- ❄️ MassBalanceMachine uses glaciological (stake) and geodetic mass balance data as targets.\n- 📅 MassBalanceMachine can make predictions or fill data gaps on an annual, seasonal (summer and winter), and monthly temporal scale for any spatial resolution.\n\n\u003e [!IMPORTANT]  \n\u003e This project is in **ongoing development**, and new features will be added over the coming months. Please see the [contribution guidelines](#contribution-guidelines) for more information on contributing to this project.\n\n## Installation\n\nPlease refer to the [installation instructions](https://massbalancemachine.readthedocs.io/en/latest/install.html) of the documentation.\n\n## Contributors\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctbody\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://github.com/khsjursen\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/69296367?v=4?s=100\" width=\"100px;\" alt=\"khsjursen\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ekhsjursen\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#research-khsjursen\" title=\"Research\"\u003e🔬\u003c/a\u003e \u003ca href=\"#code-khsjursen\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#ideas-khsjursen\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"#data-khsjursen\" title=\"Data\"\u003e🔣\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://jordibolibar.wordpress.com\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/2025815?v=4?s=100\" width=\"100px;\" alt=\"Jordi Bolibar\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJordi Bolibar\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#research-JordiBolibar\" title=\"Research\"\u003e🔬\u003c/a\u003e \u003ca href=\"#projectManagement-JordiBolibar\" title=\"Project Management\"\u003e📆\u003c/a\u003e \u003ca href=\"#financial-JordiBolibar\" title=\"Financial\"\u003e💵\u003c/a\u003e \u003ca href=\"#ideas-JordiBolibar\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"#mentoring-JordiBolibar\" title=\"Mentoring\"\u003e🧑‍🏫\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://github.com/marvande\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/22401294?v=4?s=100\" width=\"100px;\" alt=\"Marijn  \"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMarijn  \u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#ideas-marvande\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"#data-marvande\" title=\"Data\"\u003e🔣\u003c/a\u003e \u003ca href=\"#research-marvande\" title=\"Research\"\u003e🔬\u003c/a\u003e \u003ca href=\"#code-marvande\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#maintenance-marvande\" title=\"Maintenance\"\u003e🚧\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://github.com/zekollari\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/19975538?v=4?s=100\" width=\"100px;\" alt=\"zekollari\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ezekollari\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#research-zekollari\" title=\"Research\"\u003e🔬\u003c/a\u003e \u003ca href=\"#financial-zekollari\" title=\"Financial\"\u003e💵\u003c/a\u003e \u003ca href=\"#ideas-zekollari\" title=\"Ideas, Planning, \u0026 Feedback\"\u003e🤔\u003c/a\u003e \u003ca href=\"#mentoring-zekollari\" title=\"Mentoring\"\u003e🧑‍🏫\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://albangossard.github.io/\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/24877968?v=4?s=100\" width=\"100px;\" alt=\"Alban Gossard\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eAlban Gossard\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#code-albangossard\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#research-albangossard\" title=\"Research\"\u003e🔬\u003c/a\u003e \u003ca href=\"#maintenance-albangossard\" title=\"Maintenance\"\u003e🚧\u003c/a\u003e \u003ca href=\"#doc-albangossard\" title=\"Documentation\"\u003e📖\u003c/a\u003e\u003c/td\u003e\n      \u003ctd align=\"center\" valign=\"top\" width=\"14.28%\"\u003e\u003ca href=\"https://github.com/JulianBiesheuvel\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/16390017?v=4?s=100\" width=\"100px;\" alt=\"Julian\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJulian\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#code-JulianBiesheuvel\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"#doc-JulianBiesheuvel\" title=\"Documentation\"\u003e📖\u003c/a\u003e\u003ca href=\"#data-JulianBiesheuvel\" title=\"Data\"\u003e🔣\u003c/a\u003e \u003ca href=\"#research-JulianBiesheuvel\" title=\"Research\"\u003e🔬\u003c/a\u003e\u003c/td\u003e\n    \u003c/tr\u003e\n  \u003c/tbody\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-restore --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n\n## Support\n\nFor support and assistance, please refer to the [support](https://massbalancemachine.readthedocs.io/en/latest/support.html) page of the documentation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fodinn-sciml%2Fmassbalancemachine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fodinn-sciml%2Fmassbalancemachine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fodinn-sciml%2Fmassbalancemachine/lists"}