earthkit.transforms.climatology package

Module contents

Climatological transformations for earthkit data objects.

Typically this is done with an xarray representation of data.

reduce(dataarray[, time_dim, how, ...])	Group data annually over a given frequency and reduce using the specified how method.
mean(*_args, **_kwargs)	Calculate the climatological mean.
median(*_args, **_kwargs)	Calculate the climatological median.
min(*_args, **_kwargs)	Calculate the climatological minimum.
max(*_args, **_kwargs)	Calculate the climatological maximum.
std(*_args, **_kwargs)	Calculate the climatological standard deviation.
daily_reduce(*_args, **_kwargs)	Reduce the data to the daily climatology of the provided "how" method.
daily_mean(*_args, **_kwargs)	Calculate the daily climatological mean.
daily_median(*_args, **_kwargs)	Calculate the daily climatological median.
daily_min(*_args, **_kwargs)	Calculate the daily climatological min.
daily_max(*_args, **_kwargs)	Calculate the daily climatological max.
daily_std(*_args, **_kwargs)	Calculate the daily climatological standard deviation.
monthly_reduce(*_args, **_kwargs)	Reduce the data to the monthly climatology of the provided "how" method.
monthly_mean(*_args, **_kwargs)	Calculate the monthly climatological mean.
monthly_median(*_args, **_kwargs)	Calculate the monthly climatological median.
monthly_min(*_args, **_kwargs)	Calculate the monthly climatological min.
monthly_max(*_args, **_kwargs)	Calculate the monthly climatological max.
monthly_std(*_args, **_kwargs)	Calculate the monthly climatological standard deviation.
quantiles(dataarray, q[, time_dim, ...])	Calculate a set of climatological quantiles.
percentiles(dataarray, p, **_kwargs)	Calculate a set of climatological percentiles.
anomaly(dataarray, climatology, **_kwargs)	Calculate the anomaly from a reference climatology.
relative_anomaly(*_args, **_kwargs)	Calculate the relative anomaly from a reference climatology, i.e. percentage change.
auto_anomaly(dataarray, *_args[, ...])	Calculate the anomaly from a reference climatology.