BilinearInterpolationOnGriddedSamples.hpp

//---- GPL ---------------------------------------------------------------------
//
// Copyright (C)  Stichting Deltares, 2011-2021.
//
// This program 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 version 3.
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
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//------------------------------------------------------------------------------
 
#pragma once
 
#include <MeshKernel/Mesh2D.hpp>
#include <MeshKernel/MeshInterpolation.hpp>
 
#include <concepts>
#include <span>
 
namespace meshkernel
{
 
    template <typename T>
    concept InterpolatableType = std::same_as<T, short> ||
                                 std::same_as<T, float> ||
                                 std::same_as<T, double> ||
                                 std::same_as<T, int>;
 
    template <InterpolatableType T>
    class BilinearInterpolationOnGriddedSamples : public MeshInterpolation
    {
    public:
        BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh,
                                              UInt numXCoord,
                                              UInt numYCoord,
                                              const Point& origin,
                                              double cellSize,
                                              std::span<T const> values);
 
        BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh,
                                              std::span<double const> xCoordinates,
                                              std::span<double const> yCoordinates,
                                              std::span<T const> values);
 
        void Compute() override;
 
    private:
        [[nodiscard]] double Interpolation(const Point& point) const;
 
        [[nodiscard]] double GetFractionalNumberOfColumns(const Point& point) const;
 
        [[nodiscard]] double GetFractionalNumberOfRows(const Point& point) const;
 
        [[nodiscard]] double GetGriddedValue(UInt columnIndex, UInt rowIndex) const;
 
        const Mesh2D& m_mesh;    
        UInt m_numXCoord;        
        UInt m_numYCoord;        
        Point m_origin;          
        double m_cellSize = 0.0; 
 
        std::span<double const> m_xCoordinates; 
        std::span<double const> m_yCoordinates; 
        std::span<T const> m_values;            
        bool m_isCellSizeConstant;              
    };
    class BilinearInterpolationOnGriddedSamples : public MeshInterpolation {…};
 
    template <InterpolatableType T>
    BilinearInterpolationOnGriddedSamples<T>::BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh,
                                                                                    UInt numXCoord,
                                                                                    UInt numYCoord,
                                                                                    const Point& origin,
                                                                                    double cellSize,
                                                                                    std::span<T const> values)
        : m_mesh(mesh),
          m_numXCoord(numXCoord),
          m_numYCoord(numYCoord),
          m_origin(origin),
          m_cellSize(cellSize),
          m_values(values),
          m_isCellSizeConstant{true}
    {
    }
    BilinearInterpolationOnGriddedSamples<T>::BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh, {…}
 
    template <InterpolatableType T>
    BilinearInterpolationOnGriddedSamples<T>::BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh,
                                                                                    std::span<double const> xCoordinates,
                                                                                    std::span<double const> yCoordinates,
                                                                                    std::span<T const> values)
        : m_mesh(mesh),
          m_numXCoord(static_cast<UInt>(xCoordinates.size())),
          m_numYCoord(static_cast<UInt>(yCoordinates.size())),
          m_xCoordinates(xCoordinates),
          m_yCoordinates(yCoordinates),
          m_values{values},
          m_isCellSizeConstant(false)
    {
    }
    BilinearInterpolationOnGriddedSamples<T>::BilinearInterpolationOnGriddedSamples(const Mesh2D& mesh, {…}
 
    template <InterpolatableType T>
    void BilinearInterpolationOnGriddedSamples<T>::Compute()
    {
        const auto numNodes = m_mesh.GetNumNodes();
        const auto numEdges = m_mesh.GetNumEdges();
        const auto numFaces = m_mesh.GetNumFaces();
 
        m_nodeResults.resize(numNodes);
        std::ranges::fill(m_nodeResults, constants::missing::doubleValue);
        for (UInt n = 0; n < numNodes; ++n)
        {
            const auto node = m_mesh.Node(n);
            m_nodeResults[n] = Interpolation(node);
        }
 
        m_edgeResults.resize(numEdges);
        std::ranges::fill(m_edgeResults, constants::missing::doubleValue);
        for (UInt e = 0; e < numEdges; ++e)
        {
            const auto& [first, second] = m_mesh.GetEdge(e);
            m_edgeResults[e] = 0.5 * (m_nodeResults[first] + m_nodeResults[second]);
        }
 
        m_faceResults.resize(numFaces, constants::missing::doubleValue);
        std::ranges::fill(m_faceResults, constants::missing::doubleValue);
        for (UInt f = 0; f < numFaces; ++f)
        {
            m_faceResults[f] = Interpolation(m_mesh.m_facesMassCenters[f]);
        }
    }
    void BilinearInterpolationOnGriddedSamples<T>::Compute() {…}
 
    template <InterpolatableType T>
    double BilinearInterpolationOnGriddedSamples<T>::Interpolation(const Point& point) const
    {
 
        double fractionalColumnIndex = GetFractionalNumberOfColumns(point);
        double fractionalRowIndex = GetFractionalNumberOfRows(point);
 
        double columnIndexTmp;
        fractionalColumnIndex = std::modf(fractionalColumnIndex, &columnIndexTmp);
 
        double rowIndexTmp;
        fractionalRowIndex = std::modf(fractionalRowIndex, &rowIndexTmp);
 
        if (columnIndexTmp < 0 || rowIndexTmp < 0)
        {
            return constants::missing::doubleValue;
        }
 
        UInt const columnIndex = static_cast<UInt>(columnIndexTmp);
        UInt const rowIndex = static_cast<UInt>(rowIndexTmp);
 
        if (columnIndex + 1 >= m_numXCoord || rowIndex + 1 >= m_numYCoord)
        {
            return constants::missing::doubleValue;
        }
 
        const auto result = fractionalColumnIndex * fractionalRowIndex * GetGriddedValue(columnIndex + 1, rowIndex + 1) +
                            (1.0 - fractionalColumnIndex) * fractionalRowIndex * GetGriddedValue(columnIndex, rowIndex + 1) +
                            (1.0 - fractionalColumnIndex) * (1.0 - fractionalRowIndex) * GetGriddedValue(columnIndex, rowIndex) +
                            fractionalColumnIndex * (1.0 - fractionalRowIndex) * GetGriddedValue(columnIndex + 1, rowIndex);
        return result;
    }
 
    template <InterpolatableType T>
    double BilinearInterpolationOnGriddedSamples<T>::GetFractionalNumberOfColumns(const Point& point) const
    {
        if (m_isCellSizeConstant)
        {
            return (point.x - m_origin.x) / m_cellSize;
        }
        double result = constants::missing::doubleValue;
        if (m_xCoordinates.size() < 2)
        {
            return result;
        }
        for (UInt i = 0; i < m_xCoordinates.size() - 1; ++i)
        {
 
            if (point.x >= m_xCoordinates[i] && point.x < m_xCoordinates[i + 1])
            {
                const double dx = m_xCoordinates[i + 1] - m_xCoordinates[i];
                result = static_cast<double>(i) + (point.x - m_xCoordinates[i]) / dx;
                break;
            }
        }
        return result;
    }
 
    template <InterpolatableType T>
    double BilinearInterpolationOnGriddedSamples<T>::GetFractionalNumberOfRows(const Point& point) const
    {
        if (m_isCellSizeConstant)
        {
            return (point.y - m_origin.y) / m_cellSize;
        }
 
        double result = constants::missing::doubleValue;
        if (m_yCoordinates.size() < 2)
        {
            return result;
        }
 
        for (UInt i = 0; i < m_yCoordinates.size() - 1; ++i)
        {
 
            if (point.y >= m_yCoordinates[i] && point.y < m_yCoordinates[i + 1])
            {
                const double dy = m_yCoordinates[i + 1] - m_yCoordinates[i];
                result = static_cast<double>(i) + (point.y - m_yCoordinates[i]) / dy;
                break;
            }
        }
        return result;
    }
 
    template <InterpolatableType T>
    double BilinearInterpolationOnGriddedSamples<T>::GetGriddedValue(UInt columnIndex, UInt rowIndex) const
    {
        const auto index = rowIndex * m_numXCoord + columnIndex;
        return static_cast<double>(m_values[index]);
    }
 
} // namespace meshkernel