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site_name: Earth2Studio
site_description: Open-source deep-learning framework for exploring, building and deploying AI weather and climate workflows.
site_url: https://nvidia.github.io/earth2studio/
repo_name: NVIDIA/earth2studio
repo_url: https://github.com/NVIDIA/earth2studio
edit_uri: edit/main/docs/
docs_dir: docs
exclude_docs: |
_build/**
overrides/**
scorecard/config/**
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site_dir: site
strict: false
copyright: Copyright © 2024-2026 NVIDIA Corporation & Affiliates
theme:
name: material
custom_dir: docs/overrides
logo: _static/nvidia-logo-horiz-rgb-wht-for-screen.svg
favicon: _static/favicon.ico
language: en
font:
text: NVIDIA Sans
code: JetBrains Mono
features:
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palette:
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scheme: default
primary: black
accent: light green
toggle:
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name: Switch to dark mode
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scheme: slate
primary: black
accent: light green
toggle:
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name: Switch to light mode
icon:
repo: fontawesome/brands/github
extra_css:
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extra_javascript:
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- assets/javascripts/e2s-install-selector.js
- assets/javascripts/e2s-catalog.js
- assets/javascripts/mathjax.js
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
extra:
version:
provider: mike
social:
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link: https://github.com/NVIDIA/earth2studio
name: Earth2Studio on GitHub
markdown_extensions:
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emoji_generator: !!python/name:material.extensions.emoji.to_svg
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repo_url_shortener: true
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anchor_linenums: true
- pymdownx.inlinehilite
- pymdownx.snippets
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alternate_style: true
plugins:
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- search
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enable_inventory: true
handlers:
python:
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inventories:
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docstring_section_style: list
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inherited_members: true
line_length: 60
separate_signature: true
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show_source: false
show_symbol_type_toc: true
signature_crossrefs: true
extensions:
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selectable_text: false
autosummary_root: modules/generated
group_labels:
region: Region
class: Class
provider: Provider
backend: Backend
dataclass: Data Class
dataset: Dataset Family
year: Release
product: Product
gpu:
label: Rec VRAM
tooltip: Recommended GPU Memory
definitions:
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name: Global
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class:subseasonal-seasonal:
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tooltip: Sub-Seasonal to Seasonal
class:data-assimilation:
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name: Data Assimilation
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text_color: '#fff'
tooltip: Data Assimilation
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tooltip: Climate Model
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tooltip: Copernicus Climate and Atmosphere Data Stores
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provider:ai2:
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provider:google:
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provider:microsoft:
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color: '#5e5e5e'
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provider:noaa:
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provider:ncar:
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provider:dynamical:
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provider:earthmover:
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provider:eumetsat:
label: EUMETSAT
color: '#006b75'
text_color: '#fff'
hide_in: [autosummary, filter]
backend:pytorch:
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color: '#ee4c2c'
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backend:jax:
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backend:onnx:
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color: '#005ced'
text_color: '#fff'
hide_in: [autosummary, filter]
dataclass:analysis:
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tooltip: Direct Observations
dataclass:simulation:
label: ''
icon: <i class="fa-solid fa-microchip"></i>
color: '#b451ed'
text_color: '#fff'
tooltip: Numerical / AI Simulation
dataset:era5:
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name: ERA5
color: '#4263eb'
text_color: '#fff'
tooltip: ECMWF Reanalysis v5
hide_in: [autosummary, filter]
dataset:aifs:
label: AIFS
name: AIFS
color: '#5f3dc4'
text_color: '#fff'
tooltip: ECMWF AI Forecasting System
hide_in: [autosummary, filter]
dataset:ifs:
label: IFS
name: IFS
color: '#364fc7'
text_color: '#fff'
tooltip: ECMWF Integrated Forecasting System
hide_in: [autosummary, filter]
dataset:gfs:
label: GFS
name: GFS
color: '#1971c2'
text_color: '#fff'
tooltip: NOAA Global Forecast System
hide_in: [autosummary, filter]
dataset:hrrr:
label: HRRR
name: HRRR
color: '#087f5b'
text_color: '#fff'
tooltip: NOAA High-Resolution Rapid Refresh
hide_in: [autosummary, filter]
dataset:cmip6:
label: CMIP6
name: CMIP6
color: '#e67700'
text_color: '#fff'
tooltip: Coupled Model Intercomparison Project Phase 6
hide_in: [autosummary, filter]
year:2021:
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color: '#F2F2F2'
text_color: '#111'
year:2022:
label: '2022'
color: '#D9D9D9'
text_color: '#111'
year:2023:
label: '2023'
color: '#BDBDBD'
text_color: '#111'
year:2024:
label: '2024'
color: '#828282'
text_color: '#fff'
year:2025:
label: '2025'
color: '#4F4F4F'
text_color: '#fff'
year:2026:
label: '2026'
color: '#1A1A1A'
text_color: '#fff'
product:wind:
label: ''
icon: <i class="fa-solid fa-wind"></i>
color: '#4dabf7'
text_color: '#fff'
tooltip: Surface Winds
product:precip:
label: ''
icon: <i class="fa-solid fa-cloud-rain"></i>
color: '#339af0'
text_color: '#fff'
tooltip: Surface Precipitation
product:temp:
label: ''
icon: <i class="fa-solid fa-temperature-half"></i>
color: '#fd7e14'
text_color: '#fff'
tooltip: Surface Temperature
product:atmos:
label: ''
icon: <i class="fa-solid fa-cloud"></i>
color: '#74c0fc'
text_color: '#fff'
tooltip: Atmosphere
product:ocean:
label: ''
icon: <i class="fa-solid fa-water"></i>
color: '#1098ad'
text_color: '#fff'
tooltip: Ocean
product:land:
label: ''
icon: <i class="fa-solid fa-mound"></i>
color: '#a0522d'
text_color: '#fff'
tooltip: Land/Soil
product:veg:
label: ''
icon: <i class="fa-solid fa-seedling"></i>
color: '#40c057'
text_color: '#fff'
tooltip: Vegetation
product:solar:
label: ''
icon: <i class="fa-solid fa-sun"></i>
color: '#f59f00'
text_color: '#fff'
tooltip: Solar
product:radar:
label: ''
icon: <i class="fa-solid fa-satellite-dish"></i>
color: '#7048e8'
text_color: '#fff'
tooltip: Radar
product:sat:
label: ''
icon: <i class="fa-solid fa-satellite"></i>
color: '#1c7ed6'
text_color: '#fff'
tooltip: Satellite
product:insitu:
label: ''
icon: <i class="fa-solid fa-tower-observation"></i>
color: '#2f9e44'
text_color: '#fff'
tooltip: In-Situ Observations
gpu:96gb:
label: 96 GB
color: '#76b900'
text_color: '#fff'
tooltip: 96 GB VRAM (GH200, H200, B40, B100, B200)
gpu:80gb:
label: 80 GB
color: '#5aac44'
text_color: '#fff'
tooltip: 80 GB VRAM (A100 80GB, H100, GH200, H200, B40, B100, B200)
gpu:48gb:
label: 48 GB
color: '#4b9934'
text_color: '#fff'
tooltip: 48 GB VRAM (L40S, A100 80GB, H100, GH200, H200, B40, B100, B200)
gpu:40gb:
label: 40 GB
color: '#3d7a26'
text_color: '#fff'
tooltip: 40 GB VRAM (A100, L40S, H100, GH200, H200, B40, B100, B200)
gpu:24gb:
label: 24 GB
color: '#2d5c1e'
text_color: '#fff'
tooltip: 24 GB VRAM (A30, A100, L40S, H100, GH200, H200, B40, B100, B200)
- earth2studio-gallery:
examples_dir: examples
output_dir: examples
cache_dir: .e2sgallery
invalidate_on_lock_change: false
execute: never
jobs: 1
fail_fast: true
optimize_images: true
generate_notebooks: true
output_open: true
collect_telemetry: true
backreferences: true
- blog:
blog_dir: blog
post_dir: '{blog}/posts'
post_date_format: medium
archive: true
categories: true
- mike:
alias_type: redirect
hooks:
- docs/mkdocs_hooks.py
nav:
- Home: index.md
- User Guide:
- Install: userguide/about/install.md
- Overview: userguide/about/overview.md
- Catalog: userguide/about/catalog.md
- Core Components:
- userguide/components/index.md
- Prognostic Models: userguide/components/prognostic.md
- Diagnostic Models: userguide/components/diagnostic.md
- Data Assimilation Models: userguide/components/data_assimilation.md
- Data Sources: userguide/components/datasources.md
- Perturbations: userguide/components/perturbation.md
- IO Backends: userguide/components/io.md
- Statistics: userguide/components/statistics.md
- Advanced Usage:
- userguide/advanced/index.md
- Checkpointing: userguide/advanced/checkpointing.md
- Batch Dimension: userguide/advanced/batch.md
- AutoModels: userguide/advanced/auto.md
- Lexicon: userguide/advanced/lexicon.md
- Knowledge Base:
- userguide/notes/index.md
- Surface Pressure: userguide/notes/surface_pressure.md
- Developer Guide:
- userguide/developer/index.md
- Overview: userguide/developer/overview.md
- Dependencies: userguide/developer/dependency.md
- Style: userguide/developer/style.md
- Documentation: userguide/developer/documentation.md
- Testing: userguide/developer/testing.md
- Build: userguide/developer/build.md
- Recipes: userguide/developer/recipes.md
- Skills: userguide/developer/skills.md
- Support:
- userguide/support/index.md
- Troubleshooting: userguide/support/troubleshooting.md
- FAQ: userguide/support/faq.md
- API:
- modules/index.md
- Prognostic Models: modules/models_px.md
- Diagnostic Models: modules/models_dx.md
- Data Assimilation: modules/models_da.md
- Data Sources: modules/datasources_analysis.md
- Forecast Data Sources: modules/datasources_forecast.md
- DataFrame Sources: modules/datasources_dataframe.md
- IO Backends: modules/io.md
- Perturbations: modules/perturbation.md
- Statistics: modules/statistics.md
- Utilities: modules/utils_all.md
- Workflows: modules/workflows.md
- Examples:
- examples/index.md
- Recipes: recipes/index.md
- Blog:
- Overview: blog/index.md
- Posts:
- Access Earthmover Marketplace Data with Earth2Studio: blog/posts/earthmover-marketplace.md
- MkDocs Material Migration: blog/posts/mkdocs-upgrade.md
- A Digital Twin for Soil Health Prediction, Powered by Subseasonal Climate AI: blog/posts/earth2_soil_health_prediction.md
- Archive: blog/archive.md
- Categories:
- Overview: blog/categories.md
- Data: blog/categories/data.md
- Documentation: blog/categories/documentation.md
- Scorecards:
- scorecard/generated/index.md
- Prognostic models:
- FCN3: scorecard/generated/fcn3.md
- Aurora: scorecard/generated/aurora.md
- GraphCast: scorecard/generated/graphcast.md
- Atlas CRPS: scorecard/generated/atlas_crps.md
- Aurora 1.5 Ensemble: scorecard/generated/aurora1p5ens.md
- DLWP: scorecard/generated/dlwp.md
- FCN: scorecard/generated/fcn.md
- FengWu: scorecard/generated/fengwu.md
- FuXi: scorecard/generated/fuxi.md
- Pangu: scorecard/generated/pangu.md
- SFNO: scorecard/generated/sfno.md
- StormCast: scorecard/generated/stormcast.md
- Changelog: https://github.com/NVIDIA/earth2studio/blob/main/CHANGELOG.md
not_in_nav: |
404.md
modules/generated/**
examples/**
userguide/about/index.md
userguide/about/intro.md