myClim structure

Description of package with definition of data structure

myClim myClim-package

myClim: Microclimatic Data Processing

Classes

mc_DataFormat-class mc_DataFormat

Class for Logger File Data Format

mc_HOBODataFormat-class mc_HOBODataFormat

Class for reading HOBO logger files

mc_LocalityMetadata-class mc_LocalityMetadata

Class for locality metadata

mc_LoggerCleanInfo-class mc_LoggerCleanInfo

Class for logger clean info

mc_LoggerMetadata-class mc_LoggerMetadata

Class for logger metadata

mc_MainMetadata-class mc_MainMetadata

Class for myClim object metadata

mc_MainMetadataAgg-class mc_MainMetadataAgg

Class for myClim object metadata in Agg-format

mc_Physical-class mc_Physical

Class for physical

mc_Sensor-class mc_Sensor

Class for sensor definition

mc_SensorMetadata-class mc_SensorMetadata

Class for sensor metadata

mc_TOMSTDataFormat-class mc_TOMSTDataFormat

Class for reading TOMST logger files

mc_TOMSTJoinDataFormat-class mc_TOMSTJoinDataFormat

Class for reading TMS join files

Data

mc_data_example_agg

Example data in Agg-format.

mc_data_example_clean

Example cleaned data in Raw-format.

mc_data_example_raw

Example data in Raw-format

mc_data_formats

Formats of source data files

mc_data_heights

Default heights of sensors

mc_data_physical

Physical quantities definition

mc_data_sensors

Sensors definition.

mc_data_vwc_parameters

Volumetric water content parameters

Read functions

Read functions are used to reading source data files.

mc_read_data()

Reading files with locality metadata

mc_read_files()

Reading files or directories

mc_read_long()

Reading data from long data.frame

mc_read_tubedb()

Reading data from TubeDB

mc_read_wide()

Reading data from wide data.frame

Info functions

Functions return data.frame with information about data.

mc_info()

Get sensors info table

mc_info_clean()

Call cleaning log

mc_info_count()

Count data

mc_info_logger()

Get loggers info table

mc_info_meta()

Get localities metadata table

mc_info_range()

Get table of sensors range

mc_info_states()

Get states (tags) info table

Reshape functions

Functions convert data to data.frame.

mc_reshape_long()

Export values to long table

mc_reshape_wide()

Export values to wide table

Preparing functions

Functions are used to prepare input data for aggregation.

mc_prep_TMSoffsoil()

Detection of out-of-soil measurements from TMS logger

mc_prep_calib()

Sensors calibration

mc_prep_calib_load()

Load sensor calibration parameters to correct microclimatic records

mc_prep_clean()

Cleaning datetime series

mc_prep_crop()

Crop datetime

mc_prep_fillNA()

Fill NA

mc_prep_merge()

Merge myClim objects

mc_prep_meta_locality()

Set metadata of localities

mc_prep_meta_sensor()

Set metadata of sensors

mc_prep_solar_tz()

Set solar time offset against UTC time

States functions

Functions are used to manage sensor states.

mc_states_delete()

Delete sensor states (tags)

mc_states_from_sensor()

Convert a sensor to a state

mc_states_insert()

Insert new sensor states (tags)

mc_states_join()

Create states for join conflicts

mc_states_outlier()

Create states for outlying values

mc_states_replace()

Replace values by states with tag

mc_states_to_sensor()

Convert states to logical (TRUE/FALSE) sensor

mc_states_update()

Update sensor states (tags)

Joining functions

Functions are used to join loggers from one locality.

mc_join()

Joining time-series from repeated downloads

Aggregation function

mc_agg()

Aggregate data by function

Calculation functions

Functions are used to calculation new sensors derived from anothers.

mc_calc_cumsum()

Cumulative sum

mc_calc_fdd()

Freezing Degree Days

mc_calc_gdd()

Growing Degree Days

mc_calc_snow()

Snow detection from temperature

mc_calc_snow_agg()

Summary of TRUE/FALSE snow sensor

mc_calc_tomst_dendro()

Converting Tomst dendrometer values to micrometers

mc_calc_vpd()

Calculate vapor pressure deficit (in kPa)

mc_calc_vwc()

Conversion of raw TMS soil moisture values to volumetric water content (VWC)

Plot functions

mc_plot_image()

Plot data - image

mc_plot_line()

Plot data - ggplot2 geom_line

mc_plot_loggers()

Plot data from loggers

mc_plot_raster()

Plot data - ggplot2 geom_raster

Environment functions

Functions returns environment variables.

mc_env_moist()

Standardised myClim soil moisture variables

mc_env_temp()

Standardised myClim temperature variables

mc_env_vpd()

Standardised myClim vapor pressure deficit variables

Other functions

length(<myClimList>)

Length function for myClim object

myClimList()

Custom list for myClim object

print(<myClimList>)

Print function for myClim object

`[`(<myClimList>)

Extract localities with []

mc_filter()

Filter data from myClim object

mc_save()

Save myClim object

mc_save_localities()

Save myClim object separated by localities

mc_load()

Load myClim object

mc_calib_moisture()

Calculates coefficients for TMS moisture conversion to VWC

Constants

mc_const_CALIB_MOIST_ACOR_T

Default temperature drift for TMS moisture in the air.

mc_const_CALIB_MOIST_REF_T

Default ref. temperate for TMS moisture calibration

mc_const_CALIB_MOIST_WCOR_T

Default temperature drift for TMS moisture in the water

mc_const_SENSOR_Dendro_T

Default sensor for TOMST Dendrometer temperature

mc_const_SENSOR_Dendro_raw

Default sensor for TOMST Dendrometer radius difference

mc_const_SENSOR_FDD

Freezing Degree Days sensor id see mc_calc_fdd()

mc_const_SENSOR_GDD

Growing Degree Days sensor id see mc_calc_gdd()

mc_const_SENSOR_HOBO_EXTT

Onset HOBO external temperature sensor id

mc_const_SENSOR_HOBO_RH

Onset HOBO humidity sensor id

mc_const_SENSOR_HOBO_T

Onset HOBO temperature sensor id

mc_const_SENSOR_RH

Relative humidity sensor id

mc_const_SENSOR_TMS_T1

Default sensor for TOMST TMS soil temperature

mc_const_SENSOR_TMS_T2

Default sensor for TOMST TMS temperature of soil surface

mc_const_SENSOR_TMS_T3

Default sensor for TOMST TMS air temperature

mc_const_SENSOR_TMS_moist

Default sensor for TOMST TMS raw soil moisture

mc_const_SENSOR_T_C

Temperature sensor id

mc_const_SENSOR_Thermo_T

Default sensor for TOMST Thermologger temperature

mc_const_SENSOR_VPD

Vapor Pressure Deficit sensor id see mc_calc_vpd()

mc_const_SENSOR_VWC

Volumetric soil moisture sensor id see mc_calc_vwc()

mc_const_SENSOR_count

Count sensor id see mc_agg()

mc_const_SENSOR_coverage

Coverage sensor id see mc_agg()

mc_const_SENSOR_dendro_l_um

Radius difference sensor id

mc_const_SENSOR_integer

General integer sensor id

mc_const_SENSOR_logical

General logical sensor id

mc_const_SENSOR_precipitation

Precipitation sensor id

mc_const_SENSOR_real

General real sensor id

mc_const_SENSOR_snow_bool

Snow existence sensor id see mc_calc_snow()

mc_const_SENSOR_snow_fresh

Height of newly fallen snow sensor id

mc_const_SENSOR_snow_total

Height snow sensor id

mc_const_SENSOR_sun_shine

Time of sun shine sensor id

mc_const_SENSOR_wind_speed

Speed of wind sensor id