Objective Functions for Optimization of mHM. More...

Modules
module	mo_objective_function
	Objective Functions for Optimization of mHM.

Functions/Subroutines
real(dp) function, public	mo_objective_function::objective (parameterset, eval, arg1, arg2, arg3)
	Wrapper for objective functions.

real(dp) function	mo_objective_function::objective_sm_kge_catchment_avg (parameterset, eval)
	Wrapper for objective functions.

real(dp) function, dimension(6)	mo_objective_function::objective_q_et_tws_kge_catchment_avg (parameterset, eval)
	Objective function for et, tws and q.

subroutine	mo_objective_function::init_indexarray_for_opti_data (domainmeta, optidataoption, noptidomains, opti_domain_indices)
	creates an index array of the inidices of the domains eval should MPI process.

real(dp) function	mo_objective_function::objective_sm_corr (parameterset, eval)
	Objective function for soil moisture.

real(dp) function	mo_objective_function::objective_sm_pd (parameterset, eval)
	Objective function for soil moisture.

real(dp) function	mo_objective_function::objective_sm_sse_standard_score (parameterset, eval)
	Objective function for soil moisture.

real(dp) function	mo_objective_function::objective_kge_q_rmse_tws (parameterset, eval)
	Objective function of KGE for runoff and RMSE for domain_avg TWS (standarized scores)

real(dp) function	mo_objective_function::objective_neutrons_kge_catchment_avg (parameterset, eval)
	Objective function for neutrons.

real(dp) function	mo_objective_function::objective_et_kge_catchment_avg (parameterset, eval)
	Objective function for evpotranspirstion (et).

real(dp) function	mo_objective_function::objective_kge_q_sm_corr (parameterset, eval)
	Objective function of KGE for runoff and correlation for SM.

real(dp) function	mo_objective_function::objective_kge_q_et (parameterset, eval)
	Objective function of KGE for runoff and KGE for ET.

real(dp) function	mo_objective_function::objective_kge_q_bfi (parameterset, eval)
	Objective function of KGE for runoff and BFI absulute difference.

real(dp) function	mo_objective_function::objective_kge_q_rmse_et (parameterset, eval)
	Objective function of KGE for runoff and RMSE for domain_avg ET (standarized scores)

subroutine	mo_objective_function::create_domain_avg_tws (idomain, twsoptisim, tws_catch_avg_domain, tws_opti_catch_avg_domain, mask_times)

subroutine	mo_objective_function::create_domain_avg_et (idomain, etoptisim, et_catch_avg_domain, et_opti_catch_avg_domain, mask_times)

subroutine	mo_objective_function::convert_tws_to_twsa (twsoptisim, l1_twsaobs, twsaoptisim)

Detailed Description

Objective Functions for Optimization of mHM.

This module provides a wrapper for several objective functions used to optimize mHM against various variables. If the objective is only regarding runoff move it to mRM/mo_mrm_objective_function_runoff.f90. If it contains besides runoff another variable like TWS implement it here.

All the objective functions are supposed to be minimized!

(10) SO: SM: 1.0 - KGE of catchment average soilmoisture
(11) SO: SM: 1.0 - Pattern dissimilarity (PD) of spatially distributed soil moisture
(12) SO: SM: Sum of squared errors (SSE) of spatially distributed standard score (normalization) of soil moisture
(13) SO: SM: 1.0 - average temporal correlation of spatially distributed soil moisture
(15) SO: Q + TWS: [1.0-KGE(Q)]*RMSE(domain_avg_TWS) - objective function using Q and domain average (standard score) TWS
(17) SO: N: 1.0 - KGE of spatio-temporal neutron data, catchment-average
(27) SO: ET: 1.0 - KGE of catchment average evapotranspiration
Changelog

Oldrich Rakovec Oct 2015

added obj. func. 15 (objective_kge_q_rmse_tws) and extract_domain_avg_tws routine, former basin_avg

Robert Schweppe Jun 2018

refactoring and reformatting
Authors
Juliane Mai

Date
Dec 2012

Copyright
Copyright 2005-2024, 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/.

Definition in file mo_objective_function.F90.

Modules

Functions/Subroutines

Detailed Description