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Earth2Studio

  • User Guide
  • API
  • Examples
  • Recipes
  • Changelog
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Earth2Studio - Home Earth2Studio - Home

Earth2Studio

  • Github

Table of Contents

  • User Guide
    • Getting Started
      • Install
      • Introduction
      • Data Movement
    • Core Components
      • Prognostic Models
      • Diagnostic Models
      • Data and Forecast Sources
      • Perturbations
      • Output Handling
      • Statistics and Metrics
    • Advanced Usage
      • Batch Dimension
      • AutoModels
      • Lexicon
    • Developer Guide
      • Overview
      • Dependency Management
      • Style Guide
      • Documentation
      • Testing Guide
      • Build Process
      • Recipe Guide
    • Support
      • Troubleshooting
      • Frequently Asked Questions
  • API
    • earth2studio.models.px: Prognostics
      • ACE2ERA5
      • AIFS
      • AIFSENS
      • Atlas
      • Aurora
      • CBottleVideo
      • DiagnosticWrapper
      • DLESyM
      • DLESyMLatLon
      • DLWP
      • FCN
      • FCN3
      • FengWu
      • FuXi
      • GenCastMini
      • GraphCastOperational
      • GraphCastSmall
      • InterpModAFNO
      • Pangu24
      • Pangu6
      • Pangu3
      • Persistence
      • SFNO
      • StormCast
      • StormScopeGOES
      • StormScopeMRMS
    • earth2studio.models.dx: Diagnostics
      • CBottleInfill
      • CBottleSR
      • CBottleTCGuidance
      • CorrDiffCMIP6
      • CorrDiffTaiwan
      • ClimateNet
      • DerivedRH
      • DerivedRHDewpoint
      • DerivedSurfacePressure
      • DerivedTCWV
      • DerivedVPD
      • DerivedWS
      • PrecipitationAFNO
      • PrecipitationAFNOv2
      • SolarRadiationAFNO1H
      • SolarRadiationAFNO6H
      • TCTrackerWuDuan
      • TCTrackerVitart
      • WindgustAFNO
      • Identity
    • earth2studio.models.da: Data Assimilation
      • HealDA
      • InterpEquirectangular
      • StormCastSDA
    • earth2studio.data: Data Sources
      • ARCO
      • CDS
      • CMIP6
      • CMIP6MultiRealm
      • GFS
      • GOES
      • HRRR
      • IFS
      • IFS_ENS
      • JPSS
      • MRMS
      • NCAR_ERA5
      • PlanetaryComputerECMWFOpenDataIFS
      • PlanetaryComputerGOES
      • PlanetaryComputerMODISFire
      • PlanetaryComputerOISST
      • PlanetaryComputerSentinel3AOD
      • Random
      • WB2ERA5
      • WB2ERA5_121x240
      • WB2ERA5_32x64
      • WB2Climatology
      • DataArrayFile
      • DataSetFile
      • DataArrayPathList
      • CBottle3D
    • earth2studio.data: Forecast Sources
      • AIFS_FX
      • CAMS_FX
      • AIFS_ENS_FX
      • GFS_FX
      • GEFS_FX
      • GEFS_FX_721x1440
      • HRRR_FX
      • IFS_FX
      • IFS_ENS_FX
    • earth2studio.data: DataFrame Sources
      • ISD
      • JPSS_ATMS
      • RandomDataFrame
      • UFSObsConv
      • UFSObsSat
    • earth2studio.io: IO Backends
      • AsyncZarrBackend
      • KVBackend
      • NetCDF4Backend
      • XarrayBackend
      • ZarrBackend
    • earth2studio.perturbation: Perturbations
      • Brown
      • BredVector
      • CorrelatedSphericalGaussian
      • Gaussian
      • HemisphericCentredBredVector
      • LaggedEnsemble
      • SphericalGaussian
      • Zero
    • earth2studio.statistics: Statistics
      • acc
      • brier
      • crps
      • energy_score
      • fss
      • lsd
      • mae
      • mean
      • rank_histogram
      • rmse
      • spread_skill_ratio
      • std
      • variance
      • lat_weight
    • earth2studio.run: Workflows
      • deterministic
      • diagnostic
      • ensemble
    • earth2studio: Utilities
      • handshake_dim
      • handshake_coords
      • handshake_size
      • map_coords
      • split_coords
      • LatLonInterpolation
      • timearray_to_datetime
      • to_time_array
      • datasource_to_file
      • fetch_data
      • prep_data_array
      • Package
      • batch_func
  • Examples
    • Getting Started
      • Running Deterministic Inference
      • Running Diagnostic Inference
      • Running Ensemble Inference
    • Medium Range
      • Single Variable Perturbation Method
      • Model Hook Injection: Perturbation
      • Huge Ensembles (HENS) Checkpoints
      • Temporal Interpolation
      • Tropical Cyclone Tracking
    • Downscaling
      • Generative Downscaling
      • CBottle Super Resolution
      • Ensemble Forecasting with Downscaling
    • Nowcasting
      • Running StormCast Inference
      • Running StormCast Ensemble Inference
      • StormScope Satellite and Radar Nowcasting
    • Data Assimilation
      • StormCast Score-Based Data Assimilation
      • HealDA Global Data Assimilation
    • Subseasonal to Seasonal
      • Statistical Inference
      • Running DLESyM Inference
    • Miscellaneous
      • Distributed Manager Inference
      • CBottle Data Generation and Infilling
      • IO Backend Performance
      • Creating a Local Data Source
    • Extending Earth2Studio
      • Extending Prognostic Models
      • Extending Diagnostic Models
      • Extending Data Sources
  • API Reference

API Reference#

This is the API reference for Earth2Studio. Refer to the full user guide and examples for further details on how to use this package as API documentation alone may not provide sufficient information.

  • earth2studio.models.px: Prognostics
  • earth2studio.models.dx: Diagnostics
  • earth2studio.models.da: Data Assimilation
  • earth2studio.data: Data Sources
  • earth2studio.data: Forecast Sources
  • earth2studio.data: DataFrame Sources
  • earth2studio.io: IO Backends
  • earth2studio.perturbation: Perturbations
  • earth2studio.statistics: Statistics
  • earth2studio.run: Workflows
  • earth2studio: Utilities

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Frequently Asked Questions

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earth2studio.models.px: Prognostics

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