GAtmoFlux.cxx

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//____________________________________________________________________________
/*
 Copyright (c) 2003-2020, The GENIE Collaboration
 For the full text of the license visit http://copyright.genie-mc.org

 Costas Andreopoulos <constantinos.andreopoulos \at cern.ch>
 University of Liverpool & STFC Rutherford Appleton Laboratory
*/
//____________________________________________________________________________

#include <cassert>
#include <iostream>
#include <fstream>
#include <cmath>

#include <TH3D.h>
#include <TMath.h>

#include "Framework/Conventions/Constants.h"
#include "Tools/Flux/GAtmoFlux.h"
#include "Framework/Messenger/Messenger.h"
#include "Framework/Numerical/RandomGen.h"
#include "Framework/ParticleData/PDGCodeList.h"
#include "Framework/ParticleData/PDGCodes.h"
#include "Framework/ParticleData/PDGUtils.h"
#include "Framework/ParticleData/PDGLibrary.h"
#include "Framework/Utils/PrintUtils.h"

using namespace genie;
using namespace genie::flux;
using namespace genie::constants;

//____________________________________________________________________________
GAtmoFlux::GAtmoFlux()
{
  fInitialized = 0;
}
//___________________________________________________________________________
GAtmoFlux::~GAtmoFlux()
{
  this->CleanUp();
}
//___________________________________________________________________________
double GAtmoFlux::MaxEnergy(void)
{
  return TMath::Min(fMaxEv, fMaxEvCut);
}
//___________________________________________________________________________
bool GAtmoFlux::GenerateNext(void)
{
  while(1) {
     // Attempt to generate next flux neutrino
     bool nextok = this->GenerateNext_1try();
     if(!nextok) continue;

     // Check generated neutrino energy against max energy.
     // We may have to reject the current neutrino if a user-defined max
     // energy cut restricts the available range of energies.
     const TLorentzVector & p4 = this->Momentum();
     double E    = p4.Energy();
     double Emin = this->MinEnergy();
     double Emax = this->MaxEnergy();
     double wght = this->Weight();

     bool accept = (E<=Emax && E>=Emin && wght>0);
     if(accept) return true;
  }
  return false;
}
//___________________________________________________________________________
bool GAtmoFlux::GenerateNext_1try(void)
{
  // Must have run intitialization
  assert(fInitialized);

  // Reset previously generated neutrino code / 4-p / 4-x
  this->ResetSelection();

  // Get a RandomGen instance
  RandomGen * rnd = RandomGen::Instance();

  // Generate (Ev, costheta, phi)
  double Ev       = 0.;
  double costheta = 0.;
  double phi      = 0;
  double weight   = 0;
  int    nu_pdg   = 0;

  if(fGenWeighted) {

     //
     // generate weighted flux
     //

     // generate events according to a power law spectrum,
     // then weight events by flux and inverse power law
     // (note: cannot use index alpha=1)
     double alpha = fSpectralIndex;

     double emin = TMath::Power(fEnergyBins[0],1.0-alpha);
     double emax = TMath::Power(fEnergyBins[fNumEnergyBins],1.0-alpha);
     Ev          = TMath::Power(emin+(emax-emin)*rnd->RndFlux().Rndm(),1.0/(1.0-alpha));
     costheta    = -1+2*rnd->RndFlux().Rndm();
     phi         = 2.*kPi* rnd->RndFlux().Rndm();

     unsigned int nnu = fPdgCList->size();
     unsigned int inu = rnd->RndFlux().Integer(nnu);
     nu_pdg   = (*fPdgCList)[inu];

     if(Ev < fEnergyBins[0]) {
        LOG("Flux", pINFO) << "E < Emin";
        return false;
     }
     double flux = this->GetFlux(nu_pdg, Ev, costheta, phi);
     if(flux<=0) {
        LOG("Flux", pINFO) << "Flux <= 0";
        return false;
     }
     weight = flux*TMath::Power(Ev,alpha);
  }
  else {

     //
     // generate nominal flux
     //

     Axis_t ax = 0, ay = 0, az = 0;
     fTotalFluxHisto->GetRandom3(ax, ay, az);
     Ev       = (double)ax;
     costheta = (double)ay;
     phi      = (double)az;
     nu_pdg   = this->SelectNeutrino(Ev, costheta, phi);
     weight   = 1.0;
  }

  // Compute etc trigonometric numbers
  double sintheta  = TMath::Sqrt(1-costheta*costheta);
  double cosphi    = TMath::Cos(phi);
  double sinphi    = TMath::Sin(phi);

  // Set the neutrino pdg code
  fgPdgC = nu_pdg;

  // Set the neutrino weight
  fWeight = weight;

  // Compute the neutrino momentum
  // The `-1' means it is directed towards the detector.
  double pz = -1.* Ev * costheta;
  double py = -1.* Ev * sintheta * sinphi;
  double px = -1.* Ev * sintheta * cosphi;

  // Default vertex is at the origin
  double z = 0.0;
  double y = 0.0;
  double x = 0.0;

  // Shift the neutrino position onto the flux generation surface.
  // The position is computed at the surface of a sphere with R=fRl
  // at the topocentric horizontal (THZ) coordinate system.
  if( fRl>0.0 ){
    z += fRl * costheta;
    y += fRl * sintheta * sinphi;
    x += fRl * sintheta * cosphi;
  }

  // Apply user-defined rotation from THZ -> user-defined topocentric
  // coordinate system.
  if( !fRotTHz2User.IsIdentity() )
  {
    TVector3 tx3(x, y, z );
    TVector3 tp3(px,py,pz);

    tx3 = fRotTHz2User * tx3;
    tp3 = fRotTHz2User * tp3;

    x  = tx3.X();
    y  = tx3.Y();
    z  = tx3.Z();
    px = tp3.X();
    py = tp3.Y();
    pz = tp3.Z();
  }

  // If the position is left as is, then all generated neutrinos
  // would point towards the origin.
  // Displace the position randomly on the surface that is
  // perpendicular to the selected point P(xo,yo,zo) on the sphere
  if( fRt>0.0 ){
    TVector3 vec(x,y,z);               // vector towards selected point
    TVector3 dvec1 = vec.Orthogonal(); // orthogonal vector
    TVector3 dvec2 = dvec1;            // second orthogonal vector
    dvec2.Rotate(-kPi/2.0,vec);        // rotate second vector by 90deg,
                                       // now forming a new orthogonal cartesian coordinate system
    double psi = 2.*kPi* rnd->RndFlux().Rndm(); // rndm angle [0,2pi]
    double random = rnd->RndFlux().Rndm();      // rndm number  [0,1]
    dvec1.SetMag(TMath::Sqrt(random)*fRt*TMath::Cos(psi));
    dvec2.SetMag(TMath::Sqrt(random)*fRt*TMath::Sin(psi));
    x += dvec1.X() + dvec2.X();
    y += dvec1.Y() + dvec2.Y();
    z += dvec1.Z() + dvec2.Z();
  }

  // Set the neutrino momentum and position 4-vectors with values
  // calculated at previous steps.
  fgP4.SetPxPyPzE(px, py, pz, Ev);
  fgX4.SetXYZT   (x,  y,  z,  0.);

  // Increment flux neutrino counter used for sample normalization purposes.
  fNNeutrinos++;

  // Report and exit
  LOG("Flux", pINFO)
       << "Generated neutrino: "
       << "\n pdg-code: " << fgPdgC
       << "\n p4: " << utils::print::P4AsShortString(&fgP4)
       << "\n x4: " << utils::print::X4AsString(&fgX4);

  return true;
}
//___________________________________________________________________________
long int GAtmoFlux::NFluxNeutrinos(void) const
{
  return fNNeutrinos;
}
//___________________________________________________________________________
void GAtmoFlux::ForceMinEnergy(double emin)
{
  emin = TMath::Max(0., emin);
  fMinEvCut = emin;
}
//___________________________________________________________________________
void GAtmoFlux::ForceMaxEnergy(double emax)
{
  emax = TMath::Max(0., emax);
  fMaxEvCut = emax;
}
//___________________________________________________________________________
void GAtmoFlux::Clear(Option_t * opt)
{
// Dummy clear method needed to conform to GFluxI interface
//
  LOG("Flux", pERROR) << "No clear method implemented for option:"<< opt;
}
//___________________________________________________________________________
void GAtmoFlux::GenerateWeighted(bool gen_weighted)
{
  fGenWeighted = gen_weighted;
}
//___________________________________________________________________________
void GAtmoFlux:: SetSpectralIndex(double index)
{
  if( index != 1.0 ){
    fSpectralIndex = index;
  }
  else {
    LOG("Flux", pWARN) << "Warning: cannot use a spectral index of unity";
  }

  LOG("Flux", pNOTICE) << "Using Spectral Index = " << index;
}
//___________________________________________________________________________
void GAtmoFlux::SetUserCoordSystem(TRotation & rotation)
{
  fRotTHz2User = rotation;
}
//___________________________________________________________________________
void GAtmoFlux::Initialize(void)
{
  LOG("Flux", pNOTICE) << "Initializing atmospheric flux driver";

  fMaxEv = -1;

  fNumPhiBins = 0;
  fNumCosThetaBins = 0;
  fNumEnergyBins = 0;
  fPhiBins = 0;
  fCosThetaBins = 0;
  fEnergyBins = 0;

  fTotalFluxHisto = 0;
  fTotalFluxHistoIntg = 0;

  bool allow_dup = false;
  fPdgCList = new PDGCodeList(allow_dup);

  // initializing flux TH3D histos [ flux = f(Ev,costheta,phi) ] & files
  fFluxFile.clear();
  fFluxHistoMap.clear();
  fTotalFluxHisto = 0;
  fTotalFluxHistoIntg = 0;

  // Default option is to generate unweighted flux neutrinos
  // (flux = f(E,costheta) will be used as PDFs)
  // User can enable option to generate weighted neutrinos
  // (neutrinos will be generated uniformly over costheta,
  // and using a power law function in neutrino energy.
  // The input flux = f(E,costheta) will be used for calculating a weight).
  // Using a weighted flux avoids statistical fluctuations at high energies.
  fSpectralIndex = 2.0;

  // weighting switched off by default
  this->GenerateWeighted(false);

  // Default: No min/max energy cut
  this->ForceMinEnergy(0.);
  this->ForceMaxEnergy(9999999999.);

  // Default radii
  fRl = 0.0;
  fRt = 0.0;

  // Default detector coord system: Topocentric Horizontal Coordinate system
  fRotTHz2User.SetToIdentity();

  // Reset `current' selected flux neutrino
  this->ResetSelection();

  // Reset number of neutrinos thrown so far
  fNNeutrinos = 0;

  // Done!
  fInitialized = 1;
}
//___________________________________________________________________________
void GAtmoFlux::ResetSelection(void)
{
// initializing running neutrino pdg-code, 4-position, 4-momentum

  fgPdgC = 0;
  fgP4.SetPxPyPzE (0.,0.,0.,0.);
  fgX4.SetXYZT    (0.,0.,0.,0.);
  fWeight = 0;
}
//___________________________________________________________________________
void GAtmoFlux::CleanUp(void)
{
  LOG("Flux", pNOTICE) << "Cleaning up...";

  map<int,TH3D*>::iterator rawiter = fRawFluxHistoMap.begin();
  for( ; rawiter != fRawFluxHistoMap.end(); ++rawiter) {
    TH3D * flux_histogram = rawiter->second;
    if(flux_histogram) {
       delete flux_histogram;
       flux_histogram = 0;
    }
  }
  fRawFluxHistoMap.clear();

  map<int,TH3D*>::iterator iter = fFluxHistoMap.begin();
  for( ; iter != fFluxHistoMap.end(); ++iter) {
    TH3D * flux_histogram = iter->second;
    if(flux_histogram) {
       delete flux_histogram;
       flux_histogram = 0;
    }
  }
  fFluxHistoMap.clear();

  if (fTotalFluxHisto) delete fTotalFluxHisto;
  if (fPdgCList) delete fPdgCList;

  if (fPhiBins     ) { delete[] fPhiBins     ; fPhiBins     =NULL; }
  if (fCosThetaBins) { delete[] fCosThetaBins; fCosThetaBins=NULL; }
  if (fEnergyBins  ) { delete[] fEnergyBins  ; fEnergyBins  =NULL; }

}
//___________________________________________________________________________
void GAtmoFlux::SetRadii(double Rlongitudinal, double Rtransverse)
{
  LOG ("Flux", pNOTICE) << "Setting R[longitudinal] = " << Rlongitudinal;
  LOG ("Flux", pNOTICE) << "Setting R[transverse]   = " << Rtransverse;

  fRl = Rlongitudinal;
  fRt = Rtransverse;
}

double GAtmoFlux::GetFluxSurfaceArea(void)
{
  return kPi*pow(fRt,2);
}

double GAtmoFlux::GetLongitudinalRadius(void)
{
  return fRl;
}

double GAtmoFlux::GetTransverseRadius(void)
{
  return fRt;
}

//___________________________________________________________________________
void GAtmoFlux::AddFluxFile(int nu_pdg, string filename)
{
  // Check file exists
  std::ifstream f(filename.c_str());
  if (!f.good()) {
    LOG("Flux", pFATAL) << "Flux file does not exist "<<filename;
    exit(-1);
  }
  if ( pdg::IsNeutrino(nu_pdg) || pdg::IsAntiNeutrino(nu_pdg) ) {
    fFluxFlavour.push_back(nu_pdg);
    fFluxFile.push_back(filename);
  } else {
    LOG ("Flux", pWARN)
      << "Input particle code: " << nu_pdg << " not a neutrino!";
  }
}
//___________________________________________________________________________
void GAtmoFlux::AddFluxFile(string filename)
{
// FLUKA and BGLRS provide one file per neutrino species.
// HAKKKM provides a single file for all nue,nuebar,numu,numubar.
// If no neutrino species is provided, assume that the file contains all 4
// but fit it into the franework developed for FLUKA and BGLRS,
// i.e. add the file 4 times

// Check file exists
  std::ifstream f(filename.c_str());
  if (!f.good()) {
    LOG("Flux", pFATAL) << "Flux file does not exist "<<filename;
    exit(-1);
  }

  fFluxFlavour.push_back(kPdgNuE);      fFluxFile.push_back(filename);
  fFluxFlavour.push_back(kPdgAntiNuE);  fFluxFile.push_back(filename);
  fFluxFlavour.push_back(kPdgNuMu);     fFluxFile.push_back(filename);
  fFluxFlavour.push_back(kPdgAntiNuMu); fFluxFile.push_back(filename);

}
//___________________________________________________________________________
//void GAtmoFlux::SetFluxFile(int nu_pdg, string filename)
//{
//  return AddFluxFile( nu_pdg, filename );
//}
//___________________________________________________________________________
bool GAtmoFlux::LoadFluxData(void)
{
  LOG("Flux", pNOTICE)
        << "Loading atmospheric neutrino flux simulation data";

  fFluxHistoMap.clear();
  fPdgCList->clear();

  bool loading_status = true;

  for( unsigned int n=0; n<fFluxFlavour.size(); n++ ){
    int nu_pdg      = fFluxFlavour.at(n);
    string filename = fFluxFile.at(n);
    string pname = PDGLibrary::Instance()->Find(nu_pdg)->GetName();

    LOG("Flux", pNOTICE) << "Loading data for: " << pname;

    // create histogram
    TH3D* hist = 0;
    std::map<int,TH3D*>::iterator myMapEntry = fRawFluxHistoMap.find(nu_pdg);
    if( myMapEntry == fRawFluxHistoMap.end() ){
        hist = this->CreateFluxHisto(pname.c_str(), pname.c_str());
        fRawFluxHistoMap.insert( map<int,TH3D*>::value_type(nu_pdg,hist) );
    }
    // now let concrete instances to read the flux-specific data files
    // and fill the histogram
    bool loaded = this->FillFluxHisto(nu_pdg, filename);

    loading_status = loading_status && loaded;

    if (!loaded) {
        LOG("Flux", pERROR)
          << "Error loading atmospheric neutrino flux simulation data from " << filename;
        break;
    }
  }

  if(loading_status) {
    map<int,TH3D*>::iterator hist_iter = fRawFluxHistoMap.begin();
    for ( ; hist_iter != fRawFluxHistoMap.end(); ++hist_iter) {
      int   nu_pdg = hist_iter->first;
      TH3D* hist   = hist_iter->second;

      TH3D* hnorm = this->CreateNormalisedFluxHisto( hist );
      fFluxHistoMap.insert( map<int,TH3D*>::value_type(nu_pdg,hnorm) );
      fPdgCList->push_back(nu_pdg);
    }

    LOG("Flux", pNOTICE)
          << "Atmospheric neutrino flux simulation data loaded!";
    this->AddAllFluxes();
    return true;
  }

  LOG("Flux", pERROR)
    << "Error loading atmospheric neutrino flux simulation data";
  return false;
}
//___________________________________________________________________________
TH3D* GAtmoFlux::CreateNormalisedFluxHisto(TH3D* hist)
{
// return integrated flux

  // sanity check
  if(!hist) return 0;

  // make new histogram name
  TString histname = hist->GetName();
  histname.Append("_IntegratedFlux");

  // make new histogram
  TH3D* hist_intg = (TH3D*)(hist->Clone(histname.Data()));
  hist_intg->Reset();

  // integrate flux in each bin
  Double_t dN_dEdS = 0.0;
  Double_t dS = 0.0;
  Double_t dE = 0.0;
  Double_t dN = 0.0;

  for(Int_t e_bin = 1; e_bin <= hist->GetXaxis()->GetNbins(); e_bin++)
  {
    for(Int_t c_bin = 1; c_bin <= hist->GetYaxis()->GetNbins(); c_bin++)
    {
      for(Int_t p_bin = 1; p_bin <= hist->GetZaxis()->GetNbins(); p_bin++)
      {
         dN_dEdS = hist->GetBinContent(e_bin,c_bin,p_bin);

         dE = hist->GetXaxis()->GetBinUpEdge(e_bin)
            - hist->GetXaxis()->GetBinLowEdge(e_bin);

         dS = ( hist->GetZaxis()->GetBinUpEdge(p_bin)
              - hist->GetZaxis()->GetBinLowEdge(p_bin)  )
            * ( hist->GetYaxis()->GetBinUpEdge(c_bin)
              - hist->GetYaxis()->GetBinLowEdge(c_bin) );

         dN = dN_dEdS*dE*dS;

         hist_intg->SetBinContent(e_bin,c_bin,p_bin,dN);
      }
    }
  }

  return hist_intg;
}
//___________________________________________________________________________
void GAtmoFlux::ZeroFluxHisto(TH3D * histo)
{
  LOG("Flux", pDEBUG) << "Forcing flux histogram contents to 0";
  if(!histo) return;
  histo->Reset();
}
//___________________________________________________________________________
void GAtmoFlux::AddAllFluxes(void)
{
  LOG("Flux", pNOTICE)
       << "Computing combined flux & flux normalization factor";

  if(fTotalFluxHisto) delete fTotalFluxHisto;

  fTotalFluxHisto = this->CreateFluxHisto("sum", "combined flux" );

  map<int,TH3D*>::iterator it = fFluxHistoMap.begin();
  for( ; it != fFluxHistoMap.end(); ++it) {
    TH3D * flux_histogram = it->second;
    fTotalFluxHisto->Add(flux_histogram);
  }

  fTotalFluxHistoIntg = fTotalFluxHisto->Integral();
}
//___________________________________________________________________________
TH3D * GAtmoFlux::CreateFluxHisto(string name, string title)
{
  LOG("Flux", pNOTICE) << "Instantiating histogram: [" << name << "]";
  TH3D * hist = new TH3D(
     name.c_str(), title.c_str(),
     fNumEnergyBins,   fEnergyBins,
     fNumCosThetaBins, fCosThetaBins,
     fNumPhiBins,      fPhiBins);
  return hist;
}
//___________________________________________________________________________
int GAtmoFlux::SelectNeutrino(double Ev, double costheta, double phi)
{
// Select a neutrino species at the input Ev and costheta given their
// relatve flux at this bin.
// Returns a neutrino PDG code

  unsigned int n = fPdgCList->size();
  double * flux = new double[n];

  unsigned int i=0;
  map<int,TH3D*>::iterator it = fFluxHistoMap.begin();
  for( ; it != fFluxHistoMap.end(); ++it) {
     TH3D * flux_histogram = it->second;
     int ibin = flux_histogram->FindBin(Ev,costheta,phi);
     flux[i]  = flux_histogram->GetBinContent(ibin);
     i++;
  }
  double flux_sum = 0;
  for(i=0; i<n; i++) {
     flux_sum  += flux[i];
     flux[i]    = flux_sum;
     LOG("Flux", pDEBUG)
       << "Sum{Flux(0->" << i <<")} = " << flux[i];
  }

  RandomGen * rnd = RandomGen::Instance();
  double R = flux_sum * rnd->RndFlux().Rndm();

  LOG("Flux", pDEBUG) << "R = " << R;

  for(i=0; i<n; i++) {
     if( R < flux[i] ) {
        delete [] flux;
        int selected_pdg = (*fPdgCList)[i];
        LOG("Flux", pINFO)
          << "Selected neutrino PDG code = " << selected_pdg;
        return selected_pdg;
     }
  }

  // shouldn't be here
  LOG("Flux", pERROR) << "Could not select a neutrino species!";
  assert(false);

  return -1;
}

//___________________________________________________________________________
TH3D* GAtmoFlux::GetFluxHistogram(int flavour)
{
  TH3D* histogram = 0;
  std::map<int,TH3D*>::iterator it = fRawFluxHistoMap.find(flavour);
  if(it != fRawFluxHistoMap.end())
  {
    histogram = it->second;
  }
  return histogram;
}

/* Returns the total integrated flux in units of 1/(m^2 s). */
double GAtmoFlux::GetTotalFlux(void)
{
  double flux = 0.0;
  map<int,TH3D*>::iterator rawiter;

  rawiter = fRawFluxHistoMap.begin();
  for (; rawiter != fRawFluxHistoMap.end(); ++rawiter) {
    TH3D *h = rawiter->second;
    if (h) {
      flux += h->Integral("width");
      LOG("Flux", pDEBUG) << "Total flux for " << rawiter->first << " equals " << h->Integral("width") << ".";
    }
  }

  return flux;
}

/* Returns the total integrated flux in units of * 1/(m^2 s) between the
 * minimum and maximum energy. */
double GAtmoFlux::GetTotalFluxInEnergyRange(void)
{
  double flux = 0.0;
  map<int,TH3D*>::iterator rawiter;
  int e_min_bin, e_max_bin;
  double Emin, Emax;

  Emin = this->MinEnergy();
  Emax = this->MaxEnergy();

  if (Emax < Emin) {
      LOG("Flux", pFATAL) << "Emax = " << Emax << " is less than Emin = " << Emin;
      exit(-1);
  }

  rawiter = fRawFluxHistoMap.begin();
  for (; rawiter != fRawFluxHistoMap.end(); ++rawiter) {
    TH3D *h = rawiter->second;

    if (!h) continue;

    /* Get the bins containing `emin` and `emax`. */
    e_min_bin = h->GetXaxis()->FindBin(Emin);
    e_max_bin = h->GetXaxis()->FindBin(Emax);

    if (e_min_bin > h->GetXaxis()->GetNbins()) {
      /* If the minimum bin is past the end, continue. */
      continue;
    } else if (e_min_bin == e_max_bin) {
      /* If they both end up in the same bin, we just take the total bin
       * contents in that energy bin and multiply by the difference between
       * the energies. */
      flux += h->Integral(e_min_bin,e_min_bin,1,h->GetYaxis()->GetNbins(),1,h->GetZaxis()->GetNbins(),"width")*(Emax - Emin)/(h->GetXaxis()->GetBinUpEdge(e_min_bin)-h->GetXaxis()->GetBinLowEdge(e_min_bin));
    } else {
      /* First we calculate the integral within that bin from `emin` to the top
       * edge of the bin. */
      if (e_min_bin > 0)
          flux += h->Integral(e_min_bin,e_min_bin,1,h->GetYaxis()->GetNbins(),1,h->GetZaxis()->GetNbins(),"width")*(h->GetXaxis()->GetBinUpEdge(e_min_bin) - Emin)/(h->GetXaxis()->GetBinUpEdge(e_min_bin)-h->GetXaxis()->GetBinLowEdge(e_min_bin));
      /* Next, we calculate the integral for all the bins between the min and
       * max bin. */
      if (e_min_bin < h->GetXaxis()->GetNbins())
          flux += h->Integral(e_min_bin+1,e_max_bin-1,1,h->GetYaxis()->GetNbins(),1,h->GetZaxis()->GetNbins(),"width");
      /* Finally, we calculate the integral for the last bin. */
      if (e_max_bin <= h->GetXaxis()->GetNbins())
          flux += h->Integral(e_max_bin,e_max_bin,1,h->GetYaxis()->GetNbins(),1,h->GetZaxis()->GetNbins(),"width")*(Emax - h->GetXaxis()->GetBinLowEdge(e_max_bin))/(h->GetXaxis()->GetBinUpEdge(e_max_bin)-h->GetXaxis()->GetBinLowEdge(e_max_bin));
    }
  }

  return flux;
}

//___________________________________________________________________________
double GAtmoFlux::GetFlux(int flavour)
{
  TH3D* flux_hist = this->GetFluxHistogram(flavour);
  if(!flux_hist) return 0.0;

  Double_t flux    = 0.0;
  Double_t dN_dEdS = 0.0;
  Double_t dS      = 0.0;
  Double_t dE      = 0.0;

  for(Int_t e_bin = 1; e_bin <= flux_hist->GetXaxis()->GetNbins(); e_bin++)
  {
    for(Int_t c_bin = 1; c_bin <= flux_hist->GetYaxis()->GetNbins(); c_bin++)
    {
      for( Int_t p_bin = 1; p_bin <= flux_hist->GetZaxis()->GetNbins(); p_bin++)
      {
         dN_dEdS = flux_hist->GetBinContent(e_bin,c_bin,p_bin);

         dE = flux_hist->GetXaxis()->GetBinUpEdge(e_bin)
            - flux_hist->GetXaxis()->GetBinLowEdge(e_bin);

         dS = ( flux_hist->GetZaxis()->GetBinUpEdge(p_bin)
              - flux_hist->GetZaxis()->GetBinLowEdge(p_bin) )
            * ( flux_hist->GetYaxis()->GetBinUpEdge(c_bin)
              - flux_hist->GetYaxis()->GetBinLowEdge(c_bin) );

         flux += dN_dEdS*dE*dS;
      }
    }
  }

  return flux;
}
//___________________________________________________________________________
double GAtmoFlux::GetFlux(int flavour, double energy)
{
  TH3D* flux_hist = this->GetFluxHistogram(flavour);
  if(!flux_hist) return 0.0;

  Double_t flux    = 0.0;
  Double_t dN_dEdS = 0.0;
  Double_t dS      = 0.0;

  Int_t e_bin = flux_hist->GetXaxis()->FindBin(energy);

  for(Int_t c_bin = 1; c_bin <= flux_hist->GetYaxis()->GetNbins(); c_bin++)
  {
    for( Int_t p_bin = 1; p_bin <= flux_hist->GetZaxis()->GetNbins(); p_bin++)
    {
       dN_dEdS = flux_hist->GetBinContent(e_bin,c_bin,p_bin);

       dS = ( flux_hist->GetZaxis()->GetBinUpEdge(p_bin)
              - flux_hist->GetZaxis()->GetBinLowEdge(p_bin) )
          * ( flux_hist->GetYaxis()->GetBinUpEdge(c_bin)
              - flux_hist->GetYaxis()->GetBinLowEdge(c_bin) );

       flux += dN_dEdS*dS;
    }
  }

  return flux;
}
//___________________________________________________________________________
double GAtmoFlux::GetFlux(int flavour, double energy, double costh)
{
  TH3D* flux_hist = this->GetFluxHistogram(flavour);
  if(!flux_hist) return 0.0;

  Double_t flux    = 0.0;
  Double_t dN_dEdS = 0.0;
  Double_t dS      = 0.0;

  Int_t e_bin = flux_hist->GetXaxis()->FindBin(energy);
  Int_t c_bin = flux_hist->GetYaxis()->FindBin(costh);

  for( Int_t p_bin = 1; p_bin <= flux_hist->GetZaxis()->GetNbins(); p_bin++)
  {
     dN_dEdS = flux_hist->GetBinContent(e_bin,c_bin,p_bin);

     dS = ( flux_hist->GetZaxis()->GetBinUpEdge(p_bin)
          - flux_hist->GetZaxis()->GetBinLowEdge(p_bin) );

     flux += dN_dEdS*dS;
  }

  return flux;
}
//___________________________________________________________________________
double GAtmoFlux::GetFlux(int flavour, double energy, double costh, double phi)
{
  TH3D* flux_hist = this->GetFluxHistogram(flavour);
  if(!flux_hist) return 0.0;

  Int_t e_bin = flux_hist->GetXaxis()->FindBin(energy);
  Int_t c_bin = flux_hist->GetYaxis()->FindBin(costh);
  Int_t p_bin = flux_hist->GetZaxis()->FindBin(phi);

  Double_t flux = flux_hist->GetBinContent(e_bin,c_bin,p_bin);
  return flux;
}
//___________________________________________________________________________