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easyclimate v2025.12.0 documentation - Home

Getting Started

  • What is Easy Climate
  • Installation Guide
  • Gallery
    • Onset and Retreat of Monsoon
    • Regression and Correlation Analyses
    • Formatting Coordinates
    • Wet-bulb Temperature
    • Estimate Turbulent Air-sea Fluxes
    • Bases for Atmospheric Science
      • Time Scale Average
      • Coriolis Coefficient with Latitude
      • Multiple Variable Linear Regression
      • Taylor Diagram
      • Geographic Finite Difference
      • Basic Statistical Analysis
    • Transient Eddy
      • Maximum Eady Growth Rate
      • Wave Activity Horizontal Flux
    • Filter and Smooth
      • Wavelets
      • Smooth Mean Daily Annual Cycle
      • Wheeler-Kiladis Space-Time Spectra
      • Barnes Filter
      • Empirical Mode Decomposition (EMD) and Ensemble Empirical Mode Decomposition (EEMD)
      • Estimate Red-noise Spectrum
      • 2D Spatial Parabolic Cylinder Function
      • EOF Analysis of Multiple Variables
      • KF Filter and Hovmöller Diagram
      • Empirical Orthogonal Function (EOF) and Maximum Covariance Analysis (MCA)
    • Interpolation and Regridding
      • Interpolate grid data to station data
      • Interpolation and Regriding
    • Ocean
      • Ocean Instability
      • Thermocline Depth and 20°C Isotherm Depth
      • Ocean Surface Mixed Layers Analysis
      • Oceanic Front
    • Oscillation
      • MJO Phase Space Trajectory Diagram
      • Arctic Oscillation (AO) Index
      • Arctic Dipole Anomaly (DA/AD) and Barents-Beaufort Oscillation (BBO)
    • Satellite
      • Satellite Data Analysis
    • Typhoon
      • Potential Intensity for Typhoon
      • Typhoon Tracking and Axisymmetric Analysis
    • WRF data post-processing
      • Build-in WRF-python

Plotting

  • Formatting Coordinates

Meteorology Field

  • Air–sea Interactions
  • Teleconnections
  • Ocean
  • Monsoon
  • Land
  • Typhoons

Reference documentation

  • List of Functions and Classes (API)
    • easyclimate.core.datanode
    • easyclimate.core.units
    • easyclimate.core.diff
    • easyclimate.core.eddy
    • easyclimate.core.eof
    • easyclimate.core.extract
    • easyclimate.core.mk_test
    • easyclimate.core.normalized
    • easyclimate.core.read
    • easyclimate.core.stat
    • easyclimate.core.tutorial
    • easyclimate.core.utility
    • easyclimate.core.variability
    • easyclimate.core.yearstat
    • easyclimate.core.monthstat
    • easyclimate.core.spharm
    • easyclimate.core.windspharm
    • easyclimate.physics.geo.coriolis
    • easyclimate.physics.geo.linrood_latwgt
    • easyclimate.physics.dry
    • easyclimate.physics.moisture.dewpoint
    • easyclimate.physics.moisture.lapse_rate
    • easyclimate.physics.moisture.mix
    • easyclimate.physics.moisture.vapor_pressure
    • easyclimate.physics.moisture.wet_bulb
    • easyclimate.physics.temperature.equivalent_potential_temperature
    • easyclimate.physics.temperature.potential_temperature
    • easyclimate.physics.temperature.virtual_temperature
    • easyclimate.physics.condensation.lcl
    • easyclimate.physics.convection.stability
    • easyclimate.physics.energy.angmom_atm
    • easyclimate.physics.energy.enthalpy
    • easyclimate.physics.energy.latent_heat_water
    • easyclimate.physics.transfer
    • easyclimate.filter.butter_filter
    • easyclimate.filter.lanczos_filter
    • easyclimate.filter.kf_filter
    • easyclimate.filter.barnes_filter
    • easyclimate.filter.gaussian_filter
    • easyclimate.filter.smooth
    • easyclimate.filter.wavelet
    • easyclimate.filter.redfit
    • easyclimate.filter.spatial_pcf
    • easyclimate.filter.emd
    • easyclimate.filter.spectrum
    • easyclimate.interp.barnes
    • easyclimate.interp.mesh2mesh
    • easyclimate.interp.mesh2point
    • easyclimate.interp.interp1d_vertical_model2pressure
    • easyclimate.interp.interp1d_vertical_pressure2altitude
    • easyclimate.interp.vinth2p
    • easyclimate.plot.axisticker
    • easyclimate.plot.projection
    • easyclimate.plot.significance_plot
    • easyclimate.plot.taylor_diagram
    • easyclimate.plot.quick_draw
    • easyclimate.plot.curved_quiver_plot
    • easyclimate.plot.bar
    • easyclimate.plot.line
    • easyclimate.wrf.interface
    • easyclimate.field.air_sea_interaction.index_enso
    • easyclimate.field.air_sea_interaction.index_iod
    • easyclimate.field.air_sea_interaction.index_iobm
    • easyclimate.field.air_sea_interaction.index_amm
    • easyclimate.field.air_sea_interaction.index_atlantic_nino
    • easyclimate.field.air_sea_interaction.index_pdo
    • easyclimate.field.teleconnection.index_pna
    • easyclimate.field.teleconnection.index_nao
    • easyclimate.field.teleconnection.index_ea
    • easyclimate.field.teleconnection.index_wa
    • easyclimate.field.teleconnection.index_wp
    • easyclimate.field.teleconnection.index_eu
    • easyclimate.field.teleconnection.index_srp
    • easyclimate.field.teleconnection.index_cgt
    • easyclimate.field.teleconnection.index_ao_nam
    • easyclimate.field.teleconnection.index_da
    • easyclimate.field.teleconnection.index_bbo
    • easyclimate.field.land
    • easyclimate.field.monsoon.index_npwi
    • easyclimate.field.monsoon.bsiso
    • easyclimate.field.ocean.mixlayer
    • easyclimate.field.ocean.oceanic_front
    • easyclimate.field.ocean.stability
    • easyclimate.field.ocean.thermal
    • easyclimate.field.typhoon.potential_intensity
    • easyclimate.field.typhoon.track
    • easyclimate.field.typhoon.axisymmetric
    • easyclimate.field.equatorial_wave.mjo
    • easyclimate.field.equatorial_wave.wk_spectra
    • easyclimate.field.satellite.image
    • easyclimate.field.heat_stress.humanindexmod_2020
    • easyclimate.field.boundary_layer.aerobulk
  • Changelog♻️
  • Citing Easy Climate📒
  • Open Source Licenses

Community

  • Contributing to easyclimate🤼
  • How to Contribute
  • Source Code on GitHub
  • Sponsor This Project❤️
  • Repository
  • Open issue
  • .rst

Gallery

Contents

  • Notebook Examples
  • Bases for Atmospheric Science
  • Transient Eddy
  • Filter and Smooth
  • Interpolation and Regridding
  • Ocean
  • Oscillation
  • Satellite
  • Typhoon
  • WRF data post-processing

Gallery#

Here’s a list of examples on how to use easyclimate. We will be adding more examples soon. Contributions are highly welcomed and appreciated. So, if you are interested in contributing, please consult the Contributing to easyclimate guide .

Warning

The examples provided are intended solely to demonstrate practical applications of the software and its functionalities. They serve as illustrative cases to help users understand how the tools can be employed in various scenarios. However, these examples do NOT necessarily reflect the most appropriate or scientifically validated methods for any specific type of study or analysis.

Users should exercise their own judgment when interpreting the results generated by the software, as the accuracy, reliability, and suitability of the output depend on multiple factors, including input parameters, data quality, and contextual relevance. The developers and contributors of this software assume NO responsibility for any errors, misinterpretations, or unintended consequences arising from the use of these examples or the application of the software in real-world situations.

For critical research or decision-making purposes, it is strongly recommended to consult domain-specific guidelines, validate methodologies with experts, and conduct thorough verification of results before drawing conclusions.

Notebook Examples#

Onset and Retreat of Monsoon

Onset and Retreat of Monsoon

Regression and Correlation Analyses

Regression and Correlation Analyses

Formatting Coordinates

Formatting Coordinates

Wet-bulb Temperature

Wet-bulb Temperature

Estimate Turbulent Air-sea Fluxes

Estimate Turbulent Air-sea Fluxes

Bases for Atmospheric Science#

Time Scale Average

Time Scale Average

Coriolis Coefficient with Latitude

Coriolis Coefficient with Latitude

Multiple Variable Linear Regression

Multiple Variable Linear Regression

Taylor Diagram

Taylor Diagram

Geographic Finite Difference

Geographic Finite Difference

Basic Statistical Analysis

Basic Statistical Analysis

Transient Eddy#

Maximum Eady Growth Rate

Maximum Eady Growth Rate

Wave Activity Horizontal Flux

Wave Activity Horizontal Flux

Filter and Smooth#

Wavelets

Wavelets

Smooth Mean Daily Annual Cycle

Smooth Mean Daily Annual Cycle

Wheeler-Kiladis Space-Time Spectra

Wheeler-Kiladis Space-Time Spectra

Barnes Filter

Barnes Filter

Empirical Mode Decomposition (EMD) and Ensemble Empirical Mode Decomposition (EEMD)

Empirical Mode Decomposition (EMD) and Ensemble Empirical Mode Decomposition (EEMD)

Estimate Red-noise Spectrum

Estimate Red-noise Spectrum

2D Spatial Parabolic Cylinder Function

2D Spatial Parabolic Cylinder Function

EOF Analysis of Multiple Variables

EOF Analysis of Multiple Variables

KF Filter and Hovmöller Diagram

KF Filter and Hovmöller Diagram

Empirical Orthogonal Function (EOF) and Maximum Covariance Analysis (MCA)

Empirical Orthogonal Function (EOF) and Maximum Covariance Analysis (MCA)

Interpolation and Regridding#

Interpolate grid data to station data

Interpolate grid data to station data

Interpolation and Regriding

Interpolation and Regriding

Ocean#

Ocean Instability

Ocean Instability

Thermocline Depth and 20°C Isotherm Depth

Thermocline Depth and 20°C Isotherm Depth

Ocean Surface Mixed Layers Analysis

Ocean Surface Mixed Layers Analysis

Oceanic Front

Oceanic Front

Oscillation#

MJO Phase Space Trajectory Diagram

MJO Phase Space Trajectory Diagram

Arctic Oscillation (AO) Index

Arctic Oscillation (AO) Index

Arctic Dipole Anomaly (DA/AD) and Barents-Beaufort Oscillation (BBO)

Arctic Dipole Anomaly (DA/AD) and Barents-Beaufort Oscillation (BBO)

Satellite#

Satellite Data Analysis

Satellite Data Analysis

Typhoon#

Potential Intensity for Typhoon

Potential Intensity for Typhoon

Typhoon Tracking and Axisymmetric Analysis

Typhoon Tracking and Axisymmetric Analysis

WRF data post-processing#

Build-in WRF-python

Build-in WRF-python

previous

Installation Guide

next

Onset and Retreat of Monsoon

Contents
  • Notebook Examples
  • Bases for Atmospheric Science
  • Transient Eddy
  • Filter and Smooth
  • Interpolation and Regridding
  • Ocean
  • Oscillation
  • Satellite
  • Typhoon
  • WRF data post-processing

By shenyulu and easyclimate developers

© Copyright 2022-2025, Shenyulu(深雨露) and easyclimate developers.

Last updated on 2025-11-29.