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Getting Started

  • Overview
  • Installation

Gallery

  • 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
      • Spatial Detrend
      • Taylor Diagram
      • Curved Quiver Plot
      • 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

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.tutorial
    • easyclimate.core.utility
    • easyclimate.core.variability
    • easyclimate.core.spharm
    • easyclimate.core.windspharm
    • easyclimate.core.stat
    • easyclimate.core.stats.detrend_spatial
    • easyclimate.core.stats.yearstat
    • easyclimate.core.stats.monthstat
    • easyclimate.core.stats.seasonstat
    • 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.filter.mask
    • 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.plot.polar
    • 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❤️
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Interpolation and Regridding¶

Interpolate grid data to station data

Interpolate grid data to station data

Interpolation and Regriding

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