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ESMValTool

  • Introduction
  • Tutorials
    • Title of the tutorial
  • ESMValTool Functionalities
  • Gallery
  • Getting started
    • Installation
    • Configuration
    • Running
    • Output
  • Recipes
    • Model Benchmarking
    • General model evaluation
    • Monitor
    • Portrait plot
    • Sanity checks
    • Seaborn Diagnostics
    • CMIP Rapid Evaluation Framework (REF)
    • Blocking metrics and indices, teleconnections and weather regimes (MiLES)
    • Generating Climate Patterns from CMIP6 Models
    • Clouds
    • Evaluate water vapor short wave radiance absorption schemes of ESMs with the observations, including ESACCI data.
    • Cloud Regime Error Metric (CREM)
    • Evaluate water vapor short wave radiance absorption schemes of ESMs with the observations.
    • Diurnal temperature range
    • Droughts
      • Consecutive dry days
      • Standardized Precipitation-Evapotranspiration Index (SPEI)
      • Drought characteristics following Martin (2018)
    • Eady growth rate
    • Extreme Events Indices (ETCCDI)
    • Combined Climate Extreme Index
    • Spatially resolved evaluation of ESMs with satellite column-averaged CO2
    • Heat wave and cold wave duration
    • Hydroclimatic intensity and extremes (HyInt)
    • Implied heat transport from Top of Atmosphere fluxes
    • Quick insights for climate impact researchers
    • Lifetime
    • Modes of variability
    • Diagnostics of integrated atmospheric methane (XCH4)
    • Precipitation quantile bias
    • Quantifying progress across different CMIP phases
    • Stratosphere - Autoassess diagnostics
    • Land-surface Permafrost - Autoassess diagnostics
    • Land-surface Surface Radiation - Autoassess diagnostics
    • Land-surface Soil Moisture - Autoassess diagnostics
    • Stratosphere-troposphere coupling and annular modes indices (ZMNAM)
    • Thermodynamics of the Climate System - The Diagnostic Tool TheDiaTo v1.0
    • Zonal and Meridional Means
    • Radiation Budget
    • AOD AeroNET Assess
    • Surface trace gases
    • Lamb Weathertypes
    • Performance metrics for essential climate parameters
    • Single Model Performance Index (SMPI)
    • Climate model Weighting by Independence and Performance (ClimWIP)
    • Constraining future Indian Summer Monsoon projections with the present-day precipitation over the tropical western Pacific
    • Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models
    • Emergent constraints for equilibrium climate sensitivity
    • Emergent constraints on equilibrium climate sensitivity in CMIP5: do they hold for CMIP6?
    • Emergent constraint on equilibrium climate sensitivity from global temperature variability
    • Emergent constraint on snow-albedo effect
    • Equilibrium climate sensitivity
    • KNMI Climate Scenarios 2014
    • Transient Climate Response
    • Transient Climate Response to Cumulative CO2 Emissions (TCRE)
    • Climate model projections from the ScenarioMIP of CMIP6
    • Climate Change Hotspot
    • Cloud properties and their projected changes in CMIP models with low to high climate sensitivity
    • Zero Emissions Commitment (ZEC)
    • Physical Climate at Global Warming Levels (GWLs)
    • IPCC AR6 Chapter 3 (selected figures)
    • IPCC AR5 Chapter 9 (selected figures)
    • IPCC AR5 Chapter 12 (selected figures)
    • Landcover - Albedo
    • Turnover time of carbon over land ecosystems
    • Hydrological models - data pre-processing
    • Hydro forcing comparison
    • Landcover diagnostics
    • Land and ocean components of the global carbon cycle
    • Runoff, Precipitation, Evapotranspiration
    • Climate drivers of fire
    • Recipe for evaluating Arctic Ocean
    • Climate Variability Diagnostics Package (CVDP)
    • Nino indices, North Atlantic Oscillation (NAO), Souther Oscillation Index (SOI)
    • Ocean chlorophyll in ESMs compared to ESA-CCI observations.
    • ENSO CLIVAR metrics - reproducing background climatology and ENSO characteristics
    • ENSO CLIVAR metrics - reproducing ENSO characteristics, lifecycle, seasonality, teleconnections
    • Ocean diagnostics
    • Sea Surface Salinity Evaluation
    • Ocean metrics
    • Capacity factor of wind power: Ratio of average estimated power to theoretical maximum power
    • CMORizer recipes
    • Ensemble Clustering - a cluster analysis tool for climate model simulations (EnsClus)
    • ESA CCI LST comparison to Historical Models
    • Example recipes
    • Timeseries for Arctic-Midlatitude Teleconnections
    • Multi-model products
    • Capacity factor for solar photovoltaic (PV) systems
    • Sea Ice
    • Seaice drift
    • Seaice feedback
    • Sea Ice Sensitivity
    • Shapeselect
    • Short test versions of scientific recipes to check for backward compatibility.
    • Toymodel
    • Legacy Recipes
      • Legacy recipe: Diagnostics of stratospheric dynamics and chemistry
      • Legacy recipe: Ozone and associated climate impacts
      • Legacy recipe: Psyplot Diagnostics
      • Legacy recipe: RainFARM stochastic downscaling
      • Legacy recipe: Constraining uncertainty in projected gross primary production (GPP) with machine learning
      • Legacy Recipe: Standardized Precipitation-Evapotranspiration Index (SPEI)
      • Legacy recipe: Emergent constraints on carbon cycle feedbacks
      • Legacy recipe: Multiple ensemble diagnostic regression (MDER) for constraining future austral jet position
      • Legacy recipe: Projected land photosynthesis constrained by changes in the seasonal cycle of atmospheric CO2
    • Broken recipe list
  • Diagnostics API Reference
    • Shared diagnostic script code
    • Drought Diagnostics
      • Drought Metrics following Martin (2018)
      • Difference Maps
    • Emergent constraints diagnostics
      • Emergent constraint on ECS from global temperature variability
      • Calculation of emergent constraints on ECS
      • Evaluate multiple emergent constraints simultaneously
      • Evaluate single emergent constraint
      • Auxiliary functions for emergent constraints scripts
    • Calculating and displaying multiple representations of the CH4 lifetime
    • Monitor Diagnostic
      • Monitoring diagnostic to plot arbitrary preprocessor output
      • Monitoring diagnostic to plot EOF maps and associated PC timeseries
      • Monitoring diagnostic to show multiple datasets in one plot (incl. biases)
      • Base class for monitoring diagnostics
    • Ocean diagnostics toolkit
    • Seaborn Diagnostic
    • Plotting 1D Histograms
    • Portrait Plot
    • Transient Climate Response to Cumulative CO2 Emissions (TCRE)
    • Zero Emissions Commitment (ZEC)
    • Hour of Maximum Precipitation
  • Obtaining input data
  • Making a recipe or diagnostic
    • Introduction
    • Recipe
    • Diagnostic
    • Dataset
  • Contributing to the community
    • Contributing code and documentation
    • Contributing a diagnostic or recipe
    • Policy on backward compatibility
    • Broken recipe policy
    • Contributing a dataset
    • Supporting multiple dataset versions
    • Contributing a review
    • Maintaining a recipe
    • Upgrading a namelist to a recipe
    • GitHub workflow
    • Moving work from the private to the public repository
    • Release strategy and procedures
      • Release strategy and procedure
      • Detailed testing before release
  • Utilities
    • Recipe Test Workflow (RTW)
      • About
      • Currently tested recipes
      • User Guide
        • Quick Start Guide
        • The workflow
        • Running the RTW on DKRZ in “production mode”
      • How to add a recipe to the RTW
      • Glossary
  • Frequently Asked Questions
  • Changelog
  • Support
  • Making a recipe or diagnostic

Making a recipe or diagnostic#

  • Introduction
  • Recipe
  • Diagnostic
  • Dataset

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