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eva3dm (version 0.99.1)

Evaluation of 3D Meteorological and Air Quality Models

Description

Provides tools for post-process, evaluate and visualize results from 3d Meteorological and Air Quality models against point observations (i.e. surface stations) and grid (i.e. satellite) observations.

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Version

Install

install.packages('eva3dm')

Monthly Downloads

212

Version

0.99.1

License

MIT + file LICENSE

Maintainer

Daniel Schuch

Last Published

November 25th, 2024

Functions in eva3dm (0.99.1)

plot_diff

Plot the difference from two SpatRaster objects
plot_rast

Plot rast (SpatRaster) object
%IN%

Returns the common columns
legend_range

Plot a legend with the range of values
interp

Interpolation (project and resample)
get_distances

Get the distance in kilometers between two points
overlay

Plot or add points using a color scale
ncdump

Print a 'ncdump -h' command
mda8

Maximum Daily 8-hr Average
ma8h

Calculate 8-hour moving average
rast_to_netcdf

Function to convert/save a SpatRaster array/Netcdf
%at%

Combine stats and site list to overlay plot
sat

Functions to model evaluation using satellite
hourly

Calculate hourly mean, min or max
rh2q

Convert relative humidity to absolute humidity
read_stat

Function to read stats and evaluation
write_stat

Functions to write stats and evaluation
q2rh

Convert absolute humidity to relative humidity
rain

conversion of model precipitation to hourly precipitation
uv2ws

Function to calculate model wind speed
uv2wd

Function to calculate model wind direction
wrf_rast

Creates SpatRaster object from wrf file
template

Create templates for model evaluation
stat

Calculate evaluation statistics from numerical vectors
vars

Function to return variable names
extract_mean

Create a NetCDF file with the surface mean
cate

Calculate categorical statistics in related to a threshold
eva

Model statistical evaluation
daily

Calculate daily mean, min or max
eva3dm-package

eva3dm: Evaluation of 3D Meteorological and Air Quality Models
extract_max_8h

Create a NetCDF file with the surface maximum of O3
extract_serie

Extract time series of wrf file list of lat/lon
atr

Read and write attributes on a NetCDF file