ODKrigAlgorithm.h

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// SPDX-License-Identifier: LGPL-3.0-or-later
/***********************************************************************************/
/*  Copyright 2013 WSL Institute for Snow and Avalanche Research    SLF-DAVOS      */
/***********************************************************************************/
/* This file is part of MeteoIO.
    MeteoIO is free software: you can redistribute it and/or modify
    it under the terms of the GNU Lesser General Public License as published by
    the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.
 
    MeteoIO 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 Lesser General Public License for more details.
 
    You should have received a copy of the GNU Lesser General Public License
    along with MeteoIO.  If not, see <http://www.gnu.org/licenses/>.
*/
#ifndef ORDINARYKRIGINGALGORITHM_H
#define ORDINARYKRIGINGALGORITHM_H
 
#include <meteoio/spatialInterpolations/InterpolationAlgorithms.h>
#include <meteoio/meteoStats/libinterpol1D.h>
 
namespace mio {
 
class OrdinaryKrigingAlgorithm : public InterpolationAlgorithm {
        public:
                OrdinaryKrigingAlgorithm(const std::vector< std::pair<std::string, std::string> >& vecArgs, const std::string& i_algo, const std::string& i_param, TimeSeriesManager& i_tsm);
                virtual double getQualityRating(const Date& i_date) override;
                virtual void calculate(const DEMObject& dem, Grid2DObject& grid) override;
        protected:
                std::vector< std::vector<double> > getTimeSeries(const bool& detrend_data) const;
                void getDataForEmpiricalVariogram(std::vector<double> &distData, std::vector<double> &variData) const;
                void getDataForVariogram(std::vector<double> &distData, std::vector<double> &variData, const bool& detrend_data=false) const;
                bool computeVariogram(const bool& detrend_data=false);
                Fit1D variogram;
                std::vector<std::string> vario_types;
};
 
} //end namespace mio
 
#endif