René's URL Explorer Experiment


Title: GitHub - FrontierDevelopmentLab/CUMULO: a benchmark dataset for training and evaluating global cloud classification models.

Open Graph Title: GitHub - FrontierDevelopmentLab/CUMULO: a benchmark dataset for training and evaluating global cloud classification models.

X Title: GitHub - FrontierDevelopmentLab/CUMULO: a benchmark dataset for training and evaluating global cloud classification models.

Description: a benchmark dataset for training and evaluating global cloud classification models. - FrontierDevelopmentLab/CUMULO

Open Graph Description: a benchmark dataset for training and evaluating global cloud classification models. - FrontierDevelopmentLab/CUMULO

X Description: a benchmark dataset for training and evaluating global cloud classification models. - FrontierDevelopmentLab/CUMULO

Opengraph URL: https://github.com/FrontierDevelopmentLab/CUMULO

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:8dba6eaa-fbc1-c4dd-864f-2925e3c827ae
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idEB42:19836C:1F5000:28DA1E:698D357C
html-safe-nonce3d2eae2fb484c008d129fb84577e2bdd39ac91ff5310acb16d34edea3253328e
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFQjQyOjE5ODM2QzoxRjUwMDA6MjhEQTFFOjY5OEQzNTdDIiwidmlzaXRvcl9pZCI6IjYyNTYwMTk5OTYxMzgwOTE5MDAiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac06ee072384368556437ce34c4652a209f92801a0ae51fe77a1d25298be386980
hovercard-subject-tagrepository:218525794
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/FrontierDevelopmentLab/CUMULO
twitter:imagehttps://opengraph.githubassets.com/8822e6c07caf890c9ed5b4d1b6ed6f74653b278b287b48b1714262732e2b314c/FrontierDevelopmentLab/CUMULO
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8822e6c07caf890c9ed5b4d1b6ed6f74653b278b287b48b1714262732e2b314c/FrontierDevelopmentLab/CUMULO
og:image:alta benchmark dataset for training and evaluating global cloud classification models. - FrontierDevelopmentLab/CUMULO
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None685c54ce10ba532f53d13f7d7048395579317474c9e237f293605dec92d65284
turbo-cache-controlno-preview
go-importgithub.com/FrontierDevelopmentLab/CUMULO git https://github.com/FrontierDevelopmentLab/CUMULO.git
octolytics-dimension-user_id40758883
octolytics-dimension-user_loginFrontierDevelopmentLab
octolytics-dimension-repository_id218525794
octolytics-dimension-repository_nwoFrontierDevelopmentLab/CUMULO
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id218525794
octolytics-dimension-repository_network_root_nwoFrontierDevelopmentLab/CUMULO
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release8e173e7f9a7a23f40f2b89fda985ea0b7eb22f63
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FFrontierDevelopmentLab%2FCUMULO
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FFrontierDevelopmentLab%2FCUMULO
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=FrontierDevelopmentLab%2FCUMULO
Reloadhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Reloadhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Reloadhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
FrontierDevelopmentLab https://patch-diff.githubusercontent.com/FrontierDevelopmentLab
CUMULOhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FFrontierDevelopmentLab%2FCUMULO
Fork 12 https://patch-diff.githubusercontent.com/login?return_to=%2FFrontierDevelopmentLab%2FCUMULO
Star 31 https://patch-diff.githubusercontent.com/login?return_to=%2FFrontierDevelopmentLab%2FCUMULO
www.dropbox.com/sh/i3s9q2v2jjyk2it/AACxXnXfMF5wuIqLXqH4NJOra?dl=0https://www.dropbox.com/sh/i3s9q2v2jjyk2it/AACxXnXfMF5wuIqLXqH4NJOra?dl=0
GPL-3.0 license https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/LICENSE
31 stars https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/stargazers
12 forks https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/forks
Branches https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/branches
Tags https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tags
Activity https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FFrontierDevelopmentLab%2FCUMULO
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FFrontierDevelopmentLab%2FCUMULO
Code https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Issues 0 https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/issues
Pull requests 1 https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/pulls
Actions https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/actions
Projects 0 https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/projects
Security 0 https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/security
Insights https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/pulse
Code https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Issues https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/issues
Pull requests https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/pulls
Actions https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/actions
Projects https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/projects
Security https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/security
Insights https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/pulse
Brancheshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/branches
Tagshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tags
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/branches
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tags
292 Commitshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/commits/master/
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/commits/master/
docs/imageshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/docs/images
docs/imageshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/docs/images
ml-exampleshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/ml-examples
ml-exampleshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/ml-examples
netcdfhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/netcdf
netcdfhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/netcdf
notebookshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/notebooks
notebookshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/notebooks
srchttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/src
srchttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/tree/master/src
.gitignorehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/README.md
pipeline.pyhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/pipeline.py
pipeline.pyhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/pipeline.py
requirements.txthttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
GPL-3.0 licensehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
https://github.com/FrontierDevelopmentLab/CUMULO/blob/master/docs/images/cumulo.png
A-train constellationhttps://atrain.nasa.gov/
Moderate Resolution Imaging Spectroradiometer (MODIS) from Aqua satellitehttps://modis.gsfc.nasa.gov/about/
2B-CLDCLASS-LIDAR producthttp://www.cloudsat.cira.colostate.edu/data-products/level-2b/2b-cldclass-lidar
FULL READMEhttps://www.dropbox.com/sh/6gca7f0mb3b0ikz/AAAeTWF21WGZ7-y9MpSiL9P3a/CUMULO?dl=0&preview=README.pdf&subfolder_nav_tracking=1
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#dataset
herehttps://www.dropbox.com/sh/6gca7f0mb3b0ikz/AADq2lk4u7k961Qa31FwIDEpa?dl=0
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#download
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#option-1-syncing-with-your-dropbox-account
CUMULOhttps://www.dropbox.com/sh/i3s9q2v2jjyk2it/AACxXnXfMF5wuIqLXqH4NJOra?dl=0
rclonehttps://rclone.org/dropbox/
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#option-2-direct-download----deprecated
scriptshttps://www.dropbox.com/sh/i3s9q2v2jjyk2it/AADpo6AhMk7OgkB2yWHkM_E2a/download-scripts_2008?dl=0&subfolder_nav_tracking=1
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#file-format
conventionhttp://cfconventions.org/Data/cf-conventions/cf-conventions-1.7/cf-conventions.html
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#file-content
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#code-source
pipeline.pyhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/pipeline.py
src/https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/src
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#dependencies
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#machine-learning-baselines
herehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/blob/master/ml-examples
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#cite
original paperhttps://arxiv.org/abs/1911.04227
https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#acknowledgments
Frontier Development Labhttps://fdleurope.org/
www.dropbox.com/sh/i3s9q2v2jjyk2it/AACxXnXfMF5wuIqLXqH4NJOra?dl=0https://www.dropbox.com/sh/i3s9q2v2jjyk2it/AACxXnXfMF5wuIqLXqH4NJOra?dl=0
machine-learning https://patch-diff.githubusercontent.com/topics/machine-learning
esa https://patch-diff.githubusercontent.com/topics/esa
climate-change https://patch-diff.githubusercontent.com/topics/climate-change
nasa-modis https://patch-diff.githubusercontent.com/topics/nasa-modis
atmospheric-physics https://patch-diff.githubusercontent.com/topics/atmospheric-physics
nasa-cloudsat https://patch-diff.githubusercontent.com/topics/nasa-cloudsat
Readme https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#readme-ov-file
GPL-3.0 license https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO#GPL-3.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Activityhttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/activity
Custom propertieshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/custom-properties
31 starshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/stargazers
4 watchinghttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/watchers
12 forkshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FFrontierDevelopmentLab%2FCUMULO&report=FrontierDevelopmentLab+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/FrontierDevelopmentLab/packages?repo_name=CUMULO
Please reload this pagehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Contributors 3https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO
Jupyter Notebook 70.0% https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/search?l=jupyter-notebook
Python 30.0% https://patch-diff.githubusercontent.com/FrontierDevelopmentLab/CUMULO/search?l=python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.