nsrdb
Home page
Installation and Usage
Installation
Option 1: Install from PIP (recommended for analysts):
Option 2: Clone repo (recommended for developers)
NSRDB Versions
Overview
Albedo
Welcome to the NSRDB Albedo Library!
Albedo Processing Steps for the NSRDB
Downloading MODIS data
All Sky
Welcome to the PXS All-Sky Irradiance Model!
References
Config
NSRDB Dataset Config / Meta Data
Data Model
Welcome to the NSRDB Data Model!
Data Sources
API reference
nsrdb.aggregation
nsrdb.aggregation.aggregation
nsrdb.aggregation.aggregation.Aggregation
nsrdb.aggregation.aggregation.Manager
nsrdb.aggregation.aggregation.MetaManager
nsrdb.albedo
nsrdb.albedo.albedo
nsrdb.albedo.albedo.CompositeAlbedoDay
nsrdb.albedo.albedo.ModisClipper
nsrdb.albedo.albedo.AlbedoError
nsrdb.albedo.cli
nsrdb.albedo.cli.get_node_cmd
nsrdb.albedo.cli.Date
nsrdb.albedo.ims
nsrdb.albedo.ims.download
nsrdb.albedo.ims.get_dt
nsrdb.albedo.ims.uncompress
nsrdb.albedo.ims.ImsDataAcquisition
nsrdb.albedo.ims.ImsDay
nsrdb.albedo.ims.ImsFileAcquisition
nsrdb.albedo.ims.ImsGapFill
nsrdb.albedo.ims.MetaFiles
nsrdb.albedo.ims.ImsDataNotFoundError
nsrdb.albedo.ims.ImsError
nsrdb.albedo.modis
nsrdb.albedo.modis.ModisDay
nsrdb.albedo.modis.ModisFileAcquisition
nsrdb.albedo.modis.ModisError
nsrdb.albedo.modis_v6_download
nsrdb.albedo.modis_v6_download.main
nsrdb.albedo.temperature_model
nsrdb.albedo.temperature_model.DataHandler
nsrdb.albedo.temperature_model.TemperatureModel
nsrdb.all_sky
nsrdb.all_sky.all_sky
nsrdb.all_sky.all_sky.all_sky
nsrdb.all_sky.all_sky.all_sky_h5
nsrdb.all_sky.all_sky.all_sky_h5_parallel
nsrdb.all_sky.utilities
nsrdb.all_sky.utilities.scale_all_sky_outputs
nsrdb.blend
nsrdb.blend.blend
nsrdb.blend.blend.Blender
nsrdb.cli
nsrdb.cli.DictOrFile
DictOrFile
nsrdb.config
nsrdb.config.create_configs
nsrdb.config.create_configs.CreateConfigs
nsrdb.data_model
nsrdb.data_model.albedo
nsrdb.data_model.albedo.AlbedoVar
nsrdb.data_model.asymmetry
nsrdb.data_model.asymmetry.AsymVar
nsrdb.data_model.base_handler
nsrdb.data_model.base_handler.AncillaryVarHandler
nsrdb.data_model.base_handler.BaseDerivedVar
nsrdb.data_model.clouds
nsrdb.data_model.clouds.CloudCoords
nsrdb.data_model.clouds.CloudVar
nsrdb.data_model.clouds.CloudVarSingle
nsrdb.data_model.clouds.CloudVarSingleH5
nsrdb.data_model.clouds.CloudVarSingleNC
nsrdb.data_model.data_model
nsrdb.data_model.data_model.DataModel
nsrdb.data_model.gfs
nsrdb.data_model.gfs.GfsDewPoint
nsrdb.data_model.gfs.GfsFiles
nsrdb.data_model.gfs.GfsVar
nsrdb.data_model.gfs.GfsVarSingle
nsrdb.data_model.maiac_aod
nsrdb.data_model.maiac_aod.MaiacVar
nsrdb.data_model.merra
nsrdb.data_model.merra.DewPoint
nsrdb.data_model.merra.MerraVar
nsrdb.data_model.merra.RelativeHumidity
nsrdb.data_model.nrel_data
nsrdb.data_model.nrel_data.NrelVar
nsrdb.data_model.solar_zenith_angle
nsrdb.data_model.solar_zenith_angle.SolarZenithAngle
nsrdb.data_model.variable_factory
nsrdb.data_model.variable_factory.VarFactory
nsrdb.file_handlers
nsrdb.file_handlers.collection
nsrdb.file_handlers.collection.Collector
nsrdb.file_handlers.file_system
nsrdb.file_handlers.file_system.NSRDBFileSystem
nsrdb.file_handlers.outputs
nsrdb.file_handlers.outputs.Outputs
nsrdb.file_handlers.resource
nsrdb.file_handlers.resource.MultiFileResource
nsrdb.file_handlers.resource.Resource
nsrdb.file_handlers.surfrad
nsrdb.file_handlers.surfrad.Surfrad
nsrdb.gap_fill
nsrdb.gap_fill.cloud_fill
nsrdb.gap_fill.cloud_fill.CloudGapFill
nsrdb.gap_fill.irradiance_fill
nsrdb.gap_fill.irradiance_fill.enforce_clearsky
nsrdb.gap_fill.irradiance_fill.gap_fill_irrad
nsrdb.gap_fill.irradiance_fill.make_fill_flag
nsrdb.gap_fill.irradiance_fill.missing_cld_props
nsrdb.gap_fill.mlclouds_fill
nsrdb.gap_fill.mlclouds_fill.MLCloudsFill
nsrdb.mymean
nsrdb.mymean.mymean
nsrdb.mymean.mymean.MyMean
nsrdb.nsrdb
nsrdb.nsrdb.NSRDB
NSRDB
nsrdb.preprocessing
nsrdb.solar_position
nsrdb.solar_position.solpos
nsrdb.solar_position.solpos.SolPos
nsrdb.solar_position.spa
nsrdb.solar_position.spa.SPA
nsrdb.solar_position.spa_tables
nsrdb.solar_position.spa_tables.DeltaTable
nsrdb.solar_position.spa_tables.SPAtables
nsrdb.tmy
nsrdb.tmy.cdf
nsrdb.tmy.cdf.Cdf
nsrdb.tmy.qa
nsrdb.tmy.qa.run_checks
nsrdb.tmy.tmy
nsrdb.tmy.tmy.Tmy
nsrdb.tmy.tmy_runner
nsrdb.tmy.tmy_runner.TmyRunner
nsrdb.tmy.utilities
nsrdb.tmy.utilities.drop_leap
nsrdb.tmy.utilities.make_time_masks
nsrdb.utilities
nsrdb.utilities.ModuleName
ModuleName
nsrdb.utilities.cli
nsrdb.utilities.cli.get_doys
nsrdb.utilities.cli.BaseCLI
nsrdb.utilities.cli.SlurmManager
nsrdb.utilities.extract_nsrdb_data
nsrdb.utilities.extract_nsrdb_data.ExtractNSRDB
nsrdb.utilities.extract_nsrdb_data.ExtractPuertoRico
nsrdb.utilities.extract_nsrdb_data.ExtractTestData
nsrdb.utilities.extract_nsrdb_data.ExtractValidationData
nsrdb.utilities.extract_surfrad
nsrdb.utilities.extract_surfrad.extract_all
nsrdb.utilities.extract_surfrad.filter_measurement_df
nsrdb.utilities.extract_surfrad.get_dat_table
nsrdb.utilities.extract_surfrad.get_lw1_table
nsrdb.utilities.extract_surfrad.surfrad_to_h5
nsrdb.utilities.file_utils
nsrdb.utilities.file_utils.clean_meta
nsrdb.utilities.file_utils.convert_directory
nsrdb.utilities.file_utils.convert_h4
nsrdb.utilities.file_utils.convert_list_parallel
nsrdb.utilities.file_utils.convert_list_serial
nsrdb.utilities.file_utils.daterange
nsrdb.utilities.file_utils.get_conversion_list
nsrdb.utilities.file_utils.get_format_keys
nsrdb.utilities.file_utils.pd_date_range
nsrdb.utilities.file_utils.repack_h5
nsrdb.utilities.file_utils.str_replace_dict
nsrdb.utilities.file_utils.ts_freq_check
nsrdb.utilities.file_utils.unzip_gz
nsrdb.utilities.file_utils.url_download
nsrdb.utilities.interpolation
nsrdb.utilities.interpolation.agg
nsrdb.utilities.interpolation.idw
nsrdb.utilities.interpolation.lower_data
nsrdb.utilities.interpolation.nn
nsrdb.utilities.interpolation.parse_method
nsrdb.utilities.interpolation.raise_data
nsrdb.utilities.interpolation.remove_tz
nsrdb.utilities.interpolation.spatial_interp
nsrdb.utilities.interpolation.temporal_lin
nsrdb.utilities.interpolation.temporal_step
nsrdb.utilities.nearest_neighbor
nsrdb.utilities.nearest_neighbor.geo_nn
nsrdb.utilities.nearest_neighbor.knn
nsrdb.utilities.nearest_neighbor.rad_to_dist
nsrdb.utilities.nearest_neighbor.reg_grid_nn
nsrdb.utilities.nearest_neighbor.to_rads
nsrdb.utilities.plots
nsrdb.utilities.plots.Spatial
nsrdb.utilities.plots.Temporal
nsrdb.utilities.pytest
nsrdb.utilities.pytest.execute_pytest
nsrdb.utilities.sky_class
nsrdb.utilities.sky_class.SkyClass
nsrdb.utilities.statistics
nsrdb.utilities.statistics.N
nsrdb.utilities.statistics.mae
nsrdb.utilities.statistics.mae_perc
nsrdb.utilities.statistics.mbe
nsrdb.utilities.statistics.mbe_perc
nsrdb.utilities.statistics.rmse
nsrdb.utilities.statistics.rmse_perc
CLI reference
nsrdb
aggregate
all-sky
batch
blend
cloud-fill
collect-aggregate
collect-blend
collect-daily
collect-data-model
collect-final
collect-tmy
create-configs
daily-all-sky
data-model
ml-cloud-fill
pipeline
tmy
nsrdb
nsrdb
nsrdb.utilities
nsrdb.utilities.statistics
nsrdb.utilities.statistics.mae
Edit on GitHub
nsrdb.utilities.statistics.mae
mae
(
x
,
x_true
)
[source]
Calculate the mean absolute error (has units).