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earthkit-transforms documentation
earthkit-transforms earthkit-transforms
  • Why earthkit-transforms?

User guide

  • Installation and Getting Started
  • Frequently Asked Questions
  • Tutorials
    • Temporal tutorials
      • General temporal aggregation methods
      • Daily statistics from hourly ERA5 data
      • Daily statistics from six-hourly SEAS5 data
      • Providing a bespoke function to the temporal reduce methods
      • Accumulation to rate examples
    • Spatial tutorials
      • Masking data-cubes using geometry objects
      • Reducing data-cubes using geometry objects
    • Climatology tutorials
      • Climatology calculations
      • Anomaly calculations
  • How-to Guides
    • Spatial How-tos
      • Mask Gridded Data with Geometry Data
      • Calculate the spatial mean of gridded data over geometry data
      • Calculate the spatial mean of gridded data over an area/bounding box
    • Temporal How-tos
      • Calculate Daily Means
      • Calculate Monthly Means
      • Compute in Local Time
    • Climatology How-tos
      • Climatology mean
      • Climate Stripes
  • Concepts and Explanations
    • Spatial aggregations and masking
    • Temporal computations
    • Climatologies and anomalies
    • Ensemble statistics
    • Dimension detection
  • API Reference Guide
    • earthkit.transforms
      • climatology
        • reduce
        • mean
        • median
        • min
        • max
        • std
        • daily_reduce
        • daily_mean
        • daily_median
        • daily_min
        • daily_max
        • daily_std
        • monthly_reduce
        • monthly_mean
        • monthly_median
        • monthly_min
        • monthly_max
        • monthly_std
        • quantiles
        • percentiles
        • anomaly
        • relative_anomaly
        • auto_anomaly
      • ensemble
        • mean
        • std
        • min
        • max
        • sum
        • reduce
        • standard_deviation
      • spatial
        • mask
        • reduce
      • temporal
        • max
        • mean
        • median
        • min
        • reduce
        • rolling_reduce
        • std
        • sum
        • daily_max
        • daily_mean
        • daily_median
        • daily_min
        • daily_reduce
        • daily_std
        • daily_sum
        • monthly_max
        • monthly_mean
        • monthly_median
        • monthly_min
        • monthly_reduce
        • monthly_std
        • monthly_sum
        • standardise_time
        • accumulation_to_rate
        • deaccumulate
      • reduce
      • rolling_reduce
      • resample

Developer guide

  • Contributing

Extras

  • Release Notes
    • Version 1.0 Updates
    • Version 0.5 Updates
    • Version 0.4 Updates
    • Version 0.3 Updates
  • License
  • Index
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Temporal tutorialsΒΆ

  • General temporal aggregation methods
  • Daily statistics from hourly ERA5 data
  • Daily statistics from six-hourly SEAS5 data
  • Providing a bespoke function to the temporal reduce methods
  • Accumulation to rate examples
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General temporal aggregation methods
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Tutorials
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