mhm.tools Namespace Reference

Tools to interact with mHM. More...

Functions
	get_parameter ()
	Get parameter names and configuration.
	get_runoff ()
	Get 2D array of runoff time-series for all gauges.
	get_runoff_eval (gauge_id)
	Get 2D array of simulated and observed runoff time-series for selected gauges.
	get_mask (level, indexing="ij", selection=False)
	Get mask for a certain mHM level.
	get_variable (name, index=1, indexing="ij", compressed=False)
	Get a specific variable from mHM in the current time-step.
	set_meteo (time, pre=None, temp=None, pet=None, tmin=None, tmax=None, netrad=None, absvappress=None, windspeed=None, ssrd=None, strd=None, tann=None, compressed=False, indexing="ij")
	Set meteo data with a time stamp in mHM.

Detailed Description

Tools to interact with mHM.

Copyright

Copyright 2005-2023, the mHM Developers, Luis Samaniego, Sabine Attinger: All rights reserved. mHM is released under the LGPLv3+ license

The UFZ(CHS) mesoscale hydrologic model mHM is free software. You can redistribute it and/or modify it under the terms of the GNU General Public License as published by the free Software Foundation either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You received a copy of the GNU Lesser General Public License along with the UFZ CHS mesoscale hydrologic model mHM. It can be found in the files COPYING and COPYING.LESSER provided with this software. The complete GNU license text can also be found at http://www.gnu.org/licenses/.

Function Documentation

get_mask()

mhm.tools.get_mask	(		level,
			indexing = "ij",
			selection = False
	)

Get mask for a certain mHM level.

Parameters

level	(str): Name level ("L0", "L1", "L11", "L2")
indexing	(str, optional): Indexing for the 2D mask, either "xy" or "ij" (yx order), by default "ij"
selection	(bool): A masked value in mHM indicates cells inside the domain. In numpy, masked values are outside the domain. That means, by default False

Return values

mask	(numpy.ndarray): Boolean numpy array holding the mask.

Exceptions

ValueError

If the level is not in ["L0", "L1", "L11" or "L2"].

Definition at line 48 of file tools.py.

get_parameter()

mhm.tools.get_parameter

(

)

Get parameter names and configuration.

Return values

names	(List[Str]): Names of all used parameters in mHM.
config	(numpy.ndarray): Configuration for all used parameters (min, max, value, flag, scale).

Definition at line 13 of file tools.py.

get_runoff()

mhm.tools.get_runoff

(

)

Get 2D array of runoff time-series for all gauges.

Return values

runoff

(numpy.ndarray): The runoff for all gauges with dims (time, gauge).

Definition at line 28 of file tools.py.

get_runoff_eval()

mhm.tools.get_runoff_eval

(

gauge_id

)

Get 2D array of simulated and observed runoff time-series for selected gauges.

Return values

runoff

(numpy.ndarray(TS, 2)): The runoff for selected gauges with dims (time-steps, 2).

Definition at line 38 of file tools.py.

get_variable()

mhm.tools.get_variable	(		name,
			index = 1,
			indexing = "ij",
			compressed = False
	)

Get a specific variable from mHM in the current time-step.

Parameters

name	(str): Name of the variable
index	(int, optional): If the variable has an additional dimension (e.g. the horizon), one needs to specify an index, by default 1
indexing	(str, optional): Indexing for the 2D variable, either "xy" or "ij", by default "ij"
compressed	(bool): Whether the data should be flattened and only contain values for each unmasked domain cell. By default False

Return values

variable

(numpy.ndarray): Numpy array holding the desired variable.

Exceptions

ValueError

If the variable name doesn't start with "L0", "L1", "L11" or "L2".

Definition at line 71 of file tools.py.

set_meteo()

mhm.tools.set_meteo	(		time,
			pre = None,
			temp = None,
			pet = None,
			tmin = None,
			tmax = None,
			netrad = None,
			absvappress = None,
			windspeed = None,
			ssrd = None,
			strd = None,
			tann = None,
			compressed = False,
			indexing = "ij"
	)

Set meteo data with a time stamp in mHM.

Parameters

time	(datetime.datetime): Timestamp
pre	(numpy.ndarray, optional): [mm] Precipitation
temp	(numpy.ndarray, optional): [degC] Air temperature
pet	(numpy.ndarray, optional): [mm TS-1] Potential evapotranspiration
tmin	(numpy.ndarray, optional): [degC] minimum daily air temperature
tmax	(numpy.ndarray, optional): [degC] maximum daily air temperature
netrad	(numpy.ndarray, optional): [W m2] net radiation
absvappress	(numpy.ndarray, optional): [Pa] absolute vapour pressure
windspeed	(numpy.ndarray, optional): [m s-1] windspeed
ssrd	(numpy.ndarray, optional): [W m2] short wave radiation
strd	(numpy.ndarray, optional): [W m2] long wave radiation
tann	(numpy.ndarray, optional): [degC] annual mean air temperature
compressed	(bool): Whether the data is flattened and only contains values for each unmasked domain cell. By default False
indexing	(str, optional): Indexing for 2D arrays if data is not compressed, either "xy" or "ij" (yx order), by default "ij"

Definition at line 106 of file tools.py.