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Earth2Studio

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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
      • OrbitGlobalPrecip
      • 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
      • HimawariAHI
      • HRRR
      • IFS
      • IFS_ENS
      • JPSS
      • MRMS
      • MeteosatFCI
      • NClimGridDaily
      • 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
      • GHCNDaily
      • GOESGLM
      • ISD
      • JPSS_ATMS
      • JPSS_CRIS
      • MetOpAMSUA
      • MetOpAVHRR
      • MetOpIASI
      • MetOpMHS
      • NNJAObsConv
      • NomadsGDASObsConv
      • 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
      • CBottle Tropical Cyclone Guidance
    • Extending Earth2Studio
      • Extending Prognostic Models
      • Extending Diagnostic Models
      • Extending Data Sources
  • Examples
  • Extending Earth2Studio

Extending Earth2Studio#

Examples focused on demonstrating how to extend Earth2Studio with user-defined components.

Extending Prognostic Models

Extending Prognostic Models

Extending Diagnostic Models

Extending Diagnostic Models

Extending Data Sources

Extending Data Sources

previous

CBottle Tropical Cyclone Guidance

next

Extending Prognostic Models
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