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Geodata 0.1.0 documentation

Quickstart

  • Installation
  • Supported Input/Output Formats

Dataset Specific Tutorials

  • ERA5 Related Tutorials
    • ERA5 Analysis Process
    • Download ERA5 Dataset and Create ERA5 Cutouts
    • Generating Outputs with ERA5 Data
  • MERRA2 Related Tutorials
    • MERRA2 Analysis Process
    • Download MERRA2 Data and Create MERRA2 Cutouts
    • MERRA2 Ouputs
  • Advanced: Structure of Weather Data Configuration

Mask

  • Tutorial: Typical Mask Workflow
  • Tutorial: Incorporating Mask into Cutout Workflow
  • Mask Troubleshooting

Visualization

  • Visualization Examples

Modeling

  • Wind Modeling
    • Tutorial: Estimate Wind Speed with Interpolation
    • Tutorial: Estimate Wind Speed with Extrapolation

API Reference

  • API Reference
    • geodata
      • geodata.datasets
        • geodata.datasets.era5
        • geodata.datasets.merra2
      • geodata.model
        • geodata.model.wind
      • geodata.pv
        • geodata.pv.irradiation
        • geodata.pv.orientation
        • geodata.pv.solar_panel_model
        • geodata.pv.solar_position
      • geodata.config
      • geodata.convert
        • geodata.convert.convert_cutout
        • geodata.convert.convert_temperature
        • geodata.convert.temperature
        • geodata.convert.convert_soil_temperature
        • geodata.convert.soil_temperature
        • geodata.convert.convert_heat_demand
        • geodata.convert.heat_demand
        • geodata.convert.convert_solar_thermal
        • geodata.convert.convert_pv
        • geodata.convert.convert_wind
        • geodata.convert.convert_windspd
        • geodata.convert.convert_windwpd
        • geodata.convert.convert_pm25
        • geodata.convert.get_var
        • geodata.convert.compute_var
      • geodata.cutout
        • geodata.cutout.Cutout
        • geodata.cutout.ds_reformat_index
        • geodata.cutout.coarsen
        • geodata.cutout.calc_grid_area
        • geodata.cutout.calc_shp_area
      • geodata.dataset
        • geodata.dataset.Dataset
      • geodata.logging
        • geodata.logging.CustomFormatter
        • geodata.logging.colorize
      • geodata.mask
        • geodata.mask.Mask
        • geodata.mask.open_tif
        • geodata.mask.ras_to_xarr
        • geodata.mask.create_temp_tif
        • geodata.mask.save_opened_raster
        • geodata.mask.save_raster
        • geodata.mask.crop_raster
        • geodata.mask.reproject_raster
        • geodata.mask.apply_fn_to_raster
        • geodata.mask.filter_raster
        • geodata.mask.trim_raster
        • geodata.mask.filter_area
        • geodata.mask.convert_shape_crs
        • geodata.mask.show
        • geodata.mask.show_all
      • geodata.plot
        • geodata.plot.ds_ts_aggregate
        • geodata.plot.time_series
        • geodata.plot.heatmap
        • geodata.plot.heatmap_animation
        • geodata.plot.save_animation
      • geodata.preparation
        • geodata.preparation.cutout_do_task
        • geodata.preparation.cutout_prepare
        • geodata.preparation.cutout_produce_specific_dataseries
        • geodata.preparation.cutout_get_meta
        • geodata.preparation.cutout_get_meta_view
      • geodata.resource
        • geodata.resource.get_windturbineconfig
        • geodata.resource.get_solarpanelconfig
        • geodata.resource.solarpanel_rated_capacity_per_unit
        • geodata.resource.windturbine_rated_capacity_per_unit
        • geodata.resource.windturbine_smooth
      • geodata.utils
        • geodata.utils.NpEncoder
        • geodata.utils.make_optional_progressbar
        • geodata.utils.dummy_njit
        • geodata.utils.get_daterange
      • geodata.wind
        • geodata.wind.log_ratio
        • geodata.wind.log_law
        • geodata.wind.psi_linear
        • geodata.wind.psi_linearexp
        • geodata.wind.psi_linearexpconst
        • geodata.wind.L_vph
        • geodata.wind.winddir
        • geodata.wind.log_law_flux_linear
        • geodata.wind.log_law_flux_linearexp
        • geodata.wind.log_law_flux_linearexpconst
        • geodata.wind.extrapolate_wind_speed
      • geodata.Cutout
        • geodata.Cutout.datasetfn
        • geodata.Cutout.grid_coordinates
        • geodata.Cutout.grid_cells
        • geodata.Cutout.add_mask
        • geodata.Cutout.add_grid_area
        • geodata.Cutout.mask
        • geodata.Cutout.heat_demand
        • geodata.Cutout.temperature
        • geodata.Cutout.soil_temperature
        • geodata.Cutout.solar_thermal
        • geodata.Cutout.wind
        • geodata.Cutout.windspd
        • geodata.Cutout.windwpd
        • geodata.Cutout.pv
        • geodata.Cutout.pm25
      • geodata.Dataset
        • geodata.Dataset.datasetfn
        • geodata.Dataset.datasetfn_opendap
        • geodata.Dataset.get_data
        • geodata.Dataset.trim_variables
        • geodata.Dataset.grid_coordinates
        • geodata.Dataset.grid_cells
      • geodata.Mask
        • geodata.Mask.add_layer
        • geodata.Mask.remove_layer
        • geodata.Mask.rename_layer
        • geodata.Mask.get_res
        • geodata.Mask.get_bounds
        • geodata.Mask.find_inner_bound
        • geodata.Mask.crop_layer
        • geodata.Mask.trim_layer
        • geodata.Mask.filter_layer
        • geodata.Mask.merge_layer
        • geodata.Mask.remove_merge_layer
        • geodata.Mask.add_shape_layer
        • geodata.Mask.extract_shapes
        • geodata.Mask.remove_shapes
        • geodata.Mask.load_merged_xr
        • geodata.Mask.load_shape_xr
        • geodata.Mask.close_files
        • geodata.Mask.save_mask
        • geodata.Mask.from_name
  • .rst

geodata.model

Contents

  • Subpackages

geodata.model#

Subpackages#

  • geodata.model.wind

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Contents
  • Subpackages

By Geodata Contributors

© Copyright 2023, Geodata Contributors.