R3BNeulandClusterMon.cxx

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/******************************************************************************
 *   Copyright (C) 2019 GSI Helmholtzzentrum für Schwerionenforschung GmbH    *
 *   Copyright (C) 2019-2025 Members of R3B Collaboration                     *
 *                                                                            *
 *             This software is distributed under the terms of the            *
 *                 GNU General Public Licence (GPL) version 3,                *
 *                    copied verbatim in the file "LICENSE".                  *
 *                                                                            *
 * In applying this license GSI does not waive the privileges and immunities  *
 * granted to it by virtue of its status as an Intergovernmental Organization *
 * or submit itself to any jurisdiction.                                      *
 ******************************************************************************/
 
#include "R3BNeulandClusterMon.h"
#include "ElasticScattering.h"
#include "FairLogger.h"
#include "FairRootManager.h"
#include "R3BNeulandCluster.h"
#include "TClonesArray.h"
#include "TDirectory.h"
#include "TH1D.h"
#include "TH2D.h"
#include "TH3D.h"
#include <FairTask.h>
#include <Rtypes.h>
#include <RtypesCore.h>
#include <TFile.h>
#include <TH1.h>
#include <TString.h>
#include <algorithm>
#include <cmath>
#include <cstdlib>
#include <fairlogger/Logger.h>
#include <numeric>
#include <utility>
 
namespace
{
    constexpr double rad2deg = 180. / 3.141592653589793238463;
 
    inline auto GetTheta(const R3BNeulandCluster& cluster) -> double
    {
        const auto direction = cluster.GetLastHit().GetPosition() - cluster.GetFirstHit().GetPosition();
        const auto degree = std::acos(direction.Y() / direction.Mag()) * rad2deg;
        // Not sure, but Kondos Theta is -90:90
        static constexpr auto retate_angle = 90.;
        return degree - retate_angle;
    }
} // namespace
 
R3BNeulandClusterMon::R3BNeulandClusterMon(TString input, TString output, const Option_t* option)
    : FairTask("R3B NeuLAND NeulandCluster Monitor")
    , fNeulandClusters(input)
    , fOutput(std::move(output))
    , fBeta(0.793) // 600 Mev?
{
    LOG(info) << "Using R3B NeuLAND NeulandCluster Monitor";
 
    TString opt = option;
    opt.ToUpper();
 
    if (opt.Contains("3DTRACK"))
    {
        fIs3DTrackEnabled = true;
        LOG(info) << "... with 3D track visualization";
    }
    else
    {
        fIs3DTrackEnabled = false;
    }
}
 
InitStatus R3BNeulandClusterMon::Init()
{
    fNeulandClusters.init();
 
    FairRootManager* ioman = FairRootManager::Instance();
    if (!ioman)
    {
        LOG(fatal) << "R3BNeulandClusterMon::Init: No FairRootManager";
        return kFATAL;
    }
 
    if (fIs3DTrackEnabled)
    {
        // XYZ -> ZXY (side view)
        fh3 = new TH3D("hClusters", "hClusters", 60, 1400, 1700, 50, -125, 125, 50, -125, 125);
        fh3->SetTitle("NeuLAND Clusters");
        fh3->GetXaxis()->SetTitle("Z");
        fh3->GetYaxis()->SetTitle("X");
        fh3->GetZaxis()->SetTitle("Y");
 
        ioman->Register(fOutput, "Cluster TH3Ds in NeuLAND", fh3, kTRUE);
    }
 
    TH1::AddDirectory(kFALSE);
 
    fhClusters = new TH1D("nClusters", "Number of clusters in one event", 100, 0, 100);
    fhClusterSize = new TH1D("ClusterSize", "Number of Digis for each Cluster", 100, 0, 100);
    fhClusterEnergy = new TH1D("ClusterEnergy", "Energy for each Cluster", 2000, 0., 2000.);
    fhClusterEnergyVSSize =
        new TH2D("ClusterEnergyVSSize", "Energy for each Cluster vs Cluster Size", 2000, 0., 2000., 100, 0., 100.);
    fhClusterTime = new TH1D("ClusterTime", "Time for each Cluster", 5000, 0., 500.);
    fhClusterEToF = new TH1D("ClusterEToF", "Cluster EToF", 2000, 0, 2000);
    fhClusterRValue = new TH1D("ClusterRValue", "Log Cluster R Value", 20000, -10, 1);
 
    fhClusterSizeVSEToF =
        new TH2D("ClusterSizeVSEToF", "Number of Digis for each Cluster vs EToF", 100, 0, 100, 2000, 0, 2000);
    fhClusterEnergyVSEToF =
        new TH2D("ClusterEnergyVSEToF", "Energy for each Cluster vs EToF", 2000, 0., 2000., 2000, 0, 2000);
    fhClusterEnergyVSSizeVSEToF = new TH3D("ClusterEnergyVSSizeVSEToF",
                                           "Energy for each Cluster vs Cluster Size vs EToF",
                                           1000,
                                           0.,
                                           1000.,
                                           100,
                                           0.,
                                           100.,
                                           1200,
                                           0,
                                           1200.);
 
    fhENFromScatterVSEToF = new TH2D("ENFromScatterVSEToF", "ENFromScatterVSEToF", 1000, 0, 1000, 1000, 0, 1000);
 
    fhClusterNumberVSEnergy =
        new TH2D("ClusterNumberEtot", "Number of Clusters vs. Total Energy", 200, 0, 2000, 50, 0, 50);
    fhClusterNumberVSEnergy->GetXaxis()->SetTitle("Total energy [MeV]");
    fhClusterNumberVSEnergy->GetYaxis()->SetTitle("Number of Clusters");
 
    fhClusterEToFVSEnergy =
        new TH2D("ClusterEToFVSEnergy", "Cluster E_{ToF} vs. Cluster Energy", 100, 0, 1000, 100, 0, 1000);
    fhClusterEToFVSEnergy->GetXaxis()->SetTitle("Cluster E_{ToF} [MeV]");
    fhClusterEToFVSEnergy->GetYaxis()->SetTitle("Cluster E [MeV]");
 
    fhClusterEToFVSTime = new TH2D("ClusterEToFVSTime", "Cluster E_{ToF} vs. Cluster Time", 100, 0, 1000, 500, 0, 500);
    fhClusterEToFVSTime->GetXaxis()->SetTitle("Cluster E_{ToF} [MeV]");
    fhClusterEToFVSTime->GetYaxis()->SetTitle("Cluster t [ns]");
 
    fhClusterEVSTime = new TH2D("ClusterEVSTime", "Cluster E vs. Cluster Time", 250, 0, 250, 500, 0, 250);
    fhClusterEVSTime->GetXaxis()->SetTitle("Cluster E [MeV]");
    fhClusterEVSTime->GetYaxis()->SetTitle("Cluster t [ns]");
 
    fhClusterLastMinusFirstDigiMagVSEnergy = new TH2D(
        "ClusterLastMinusFirstDigiMagVSEnergy", "ClusterLastMinusFirstDigiMagVSEnergy", 101, 0, 100, 60, 0, 600);
 
    fhClusterForemostMinusCentroidVSEnergy =
        new TH2D("ClusterForemostMinusCentroidVSEnergy",
                 "Distance between Foremost Digi and Energy Centroid vs Cluster Energy",
                 101,
                 0,
                 100,
                 60,
                 0,
                 600);
    fhClusterForemostMinusCentroidVSEnergy->GetXaxis()->SetTitle("|#vec{r_{z_{min}}}-#vec{r_{EC}}| [cm]");
    fhClusterForemostMinusCentroidVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterForemostMinusMaxEnergyDigiPosVSEnergy =
        new TH2D("ClusterForemostMinusMaxEnergyDigiPosVSEnergy",
                 "Distance between Foremost Digi and Max Energy Digi vs Cluster Energy",
                 101,
                 0,
                 100,
                 60,
                 0,
                 600);
    fhClusterForemostMinusMaxEnergyDigiPosVSEnergy->GetXaxis()->SetTitle("|#vec{r_{z_{min}}}-#vec{r_{E_{max}}}| [cm]");
    fhClusterForemostMinusMaxEnergyDigiPosVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterCentroidMinusFirstDigiPosVSEnergy =
        new TH2D("ClusterCentroidMinusFirstDigiPosVSEnergy",
                 "Distance between Cluster Energy Centroid and First Hit vs Cluster Energy",
                 101,
                 0,
                 100,
                 60,
                 0,
                 600);
    fhClusterCentroidMinusFirstDigiPosVSEnergy->GetXaxis()->SetTitle("|#vec{r_{EC}}-#vec{r_{t_{min}}}| [cm]");
    fhClusterCentroidMinusFirstDigiPosVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy =
        new TH2D("ClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy",
                 "Distance between Max Energy Digi and First Digi vs Cluster Energy",
                 101,
                 0,
                 100,
                 60,
                 0,
                 600);
    fhClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy->GetXaxis()->SetTitle("|#vec{r_{E_{max}}}-#vec{r_{t_{min}}}| [cm]");
    fhClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterMaxEnergyDigiMinusCentroidVSEnergy =
        new TH2D("ClusterMaxEnergyDigiMinusCentroidVSEnergy",
                 "Distance between Max Energy Digi and Energy Centroid vs Cluster Energy",
                 101,
                 0,
                 100,
                 60,
                 0,
                 600);
    fhClusterMaxEnergyDigiMinusCentroidVSEnergy->GetXaxis()->SetTitle("|#vec{r_{E_{max}}}-#vec{r_{EC}}| [cm]");
    fhClusterMaxEnergyDigiMinusCentroidVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterEnergyMomentVSEnergy =
        new TH2D("ClusterEnergyMomentVSEnergy", "Cluster Energy Moment VS Energy", 100, 0, 100, 60, 0, 600);
    fhClusterEnergyMomentVSEnergy->GetXaxis()->SetTitle("|#vec{EM}| [cm]");
    fhClusterEnergyMomentVSEnergy->GetYaxis()->SetTitle("Cluster Energy [MeV]");
 
    fhClusterEnergyMoment = new TH1D("ClusterEnergyMoment", "Cluster Energy Moment", 100, 0, 100);
    fhClusterMaxEnergyDigiMinusFirstDigiMag =
        new TH1D("ClusterMaxEnergyDigiMinusFirstDigiMag", "ClusterMaxEnergyDigiMinusFirstDigiMag", 100, 0, 1000);
 
    fhClusterEnergyMomentVSClusterSize =
        new TH2D("ClusterEnergyMomentVSClusterSize", "Cluster Energy Moment VS Cluster Size", 100, 0, 100, 30, 0, 30);
 
    fhEToFVSEelastic = new TH2D("EToFVSEelastic", "EToFVSEelastic", 50, 0, 1000, 50, 10, 1000);
    fhScatteredNEnergyVSAngle = new TH2D("ScatteredNEnergyVSAngle", "ScatteredNEnergyVSAngle", 50, 0, 1000, 50, 0, 3.2);
    fhScatteredNEnergyVSEdep = new TH2D("ScatteredNEnergyVSEdep", "ScatteredNEnergyVSEdep", 100, 0, 1000, 100, 0, 1000);
 
    fhScatterAngleVSRecoilAngle =
        new TH2D("ScatterAngleVSRecoilAngle", "ScatterAngleVSRecoilAngle", 50, 0, 3.2, 50, 0, 3.2);
 
    fhSumAngleVSRatioErecoEtof = new TH2D("SumAngleVSRatioErecoEtof", "SumAngleVSRatioErecoEtof", 50, 0, 3.2, 50, 0, 2);
    fhClusterEnergyVSScatteredRecoilAngle =
        new TH2D("ClusterEnergyVSScatteredRecoilAngle", "ClusterEnergyVSScatteredRecoilAngle", 50, 0, 1000, 50, 0, 3.2);
    fhClusterEnergyVSScatteredNeutronAngle = new TH2D(
        "ClusterEnergyVSScatteredNeutronAngle", "ClusterEnergyVSScatteredNeutronAngle", 50, 0, 1000, 50, 0, 3.2);
 
    fhElasticTargetMass = new TH2D("ElasticTargetMass", "ElasticTargetMass", 200, -50000, 50000, 100, 0, 1000);
 
    /*fhtheh = new TH2D("theh", "", 100, 0, 1000, 100, 0, 2000);
    ediff = new TH2D("ediff", "Reconstructed Proton Energy VS Measured Cluster Energy", 100, 0, 300, 100, 0, 300);
    ediff->GetXaxis()->SetTitle("E_{p'}");
    ediff->GetYaxis()->SetTitle("E_{cluster}");
 
    etheta = new TH2D("etheta", "", 100, 0, 1000, 100, -1, 1);
 
    fhProtonTrack*/
 
    fhZ = new TH1D("Z", "Z", 5000, 0., 5000.);
    fhZVSEToF = new TH2D("ZVSEToF", "Z vs EToF", 4000, 1000, 5000, 2000, 0, 2000);
    fhDistFromCenter = new TH1D("DistFromCenter", "DistFromCenter", 500, 0., 500.);
    fhDistFromCenterVSEToF = new TH2D("DistFromCenterVSEToF", "DistFromCenter vs EToF", 500, 0, 500, 2000, 0, 2000);
 
    fhDeltaT = new TH1D("fhDeltaT", "T_{Last Digi} - T_{First Digi}", 1000, 0, 100);
    fhForemostMinusFirstDigiTime =
        new TH1D("fhForemostMinusFirstDigiTime", "T_{Foremost} - T_{First Digi}", 1000, -10, 10);
 
    fhThetaEDigi = new TH2D("fhThetaEDigi", "fhThetaEDigi", 1000, -500, 500, 400, 0, 400);
    fhThetaEDigiCosTheta = new TH2D("fhThetaEDigiCosTheta", "fhThetaEDigiCosTheta", 1000, -500, 500, 400, 0, 400);
 
    hT = new TH1D("hT", "Cluster Digi Delta T", 3000, 0., 15.);
    hTNeigh = new TH1D("hTNeigh", "Cluster Digi Neigh Delta T", 3000, 0., 15.);
 
    return kSUCCESS;
}
 
void R3BNeulandClusterMon::Exec(Option_t*)
{
    fNeulandClustersBuffer = fNeulandClusters.get();
    fNeulandClustersBuffer.erase(
        std::remove_if(fNeulandClustersBuffer.begin(),
                       fNeulandClustersBuffer.end(),
                       [&](R3BNeulandCluster& cluster) { return !(fClusterFilters.IsValid(&cluster)); }),
        fNeulandClustersBuffer.end());
 
    const auto nClusters = fNeulandClustersBuffer.size();
 
    if (fIs3DTrackEnabled)
    {
        fh3->Reset("ICES");
        for (const auto& cluster : fNeulandClustersBuffer)
        {
            const auto start = cluster.GetFirstHit().GetPosition();
            // XYZ -> ZXY (side view)
            fh3->Fill(start.Z(), start.X(), start.Y(), cluster.GetE());
        }
    }
 
    const Double_t etot =
        std::accumulate(fNeulandClustersBuffer.begin(),
                        fNeulandClustersBuffer.end(),
                        0.,
                        [](Double_t sum, const R3BNeulandCluster& cluster) { return sum + cluster.GetE(); });
 
    fhClusterNumberVSEnergy->Fill(etot, nClusters);
 
    fhClusters->Fill(nClusters);
    for (const auto& cluster : fNeulandClustersBuffer)
    {
        fhClusterTime->Fill(cluster.GetT());
        fhClusterSize->Fill(cluster.GetSize());
        fhClusterEnergy->Fill(cluster.GetE());
        fhClusterRValue->Fill(std::log10(cluster.GetRCluster(fBeta)));
        fhClusterEnergyVSSize->Fill(cluster.GetE(), cluster.GetSize());
        fhClusterEToF->Fill(cluster.GetFirstHit().GetEToF());
        fhClusterEToFVSEnergy->Fill(cluster.GetFirstHit().GetEToF(), cluster.GetE());
        fhClusterEToFVSTime->Fill(cluster.GetFirstHit().GetEToF(), cluster.GetT());
        fhClusterEVSTime->Fill(cluster.GetFirstHit().GetE(), cluster.GetT());
 
        fhClusterEnergyVSEToF->Fill(cluster.GetE(), cluster.GetFirstHit().GetEToF());
        fhClusterSizeVSEToF->Fill(cluster.GetSize(), cluster.GetFirstHit().GetEToF());
        fhClusterEnergyVSSizeVSEToF->Fill(cluster.GetE(), cluster.GetSize(), cluster.GetFirstHit().GetEToF());
        if (cluster.GetSize() > 2)
        {
            fhClusterForemostMinusCentroidVSEnergy->Fill(
                (cluster.GetForemostHit().GetPosition() - cluster.GetEnergyCentroid()).Mag(), cluster.GetE());
 
            fhClusterForemostMinusMaxEnergyDigiPosVSEnergy->Fill(
                (cluster.GetForemostHit().GetPosition() - cluster.GetMaxEnergyHit().GetPosition()).Mag(),
                cluster.GetE());
 
            fhClusterCentroidMinusFirstDigiPosVSEnergy->Fill(
                (cluster.GetEnergyCentroid() - cluster.GetFirstHit().GetPosition()).Mag(), cluster.GetE());
 
            fhClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy->Fill(
                (cluster.GetMaxEnergyHit().GetPosition() - cluster.GetFirstHit().GetPosition()).Mag(), cluster.GetE());
            fhClusterMaxEnergyDigiMinusCentroidVSEnergy->Fill(
                (cluster.GetMaxEnergyHit().GetPosition() - cluster.GetEnergyCentroid()).Mag(), cluster.GetE());
            fhClusterEnergyMomentVSEnergy->Fill(cluster.GetEnergyMoment(), cluster.GetE());
            fhClusterEnergyMomentVSClusterSize->Fill(cluster.GetEnergyMoment(), cluster.GetSize());
 
            fhClusterLastMinusFirstDigiMagVSEnergy->Fill(
                (cluster.GetLastHit().GetPosition() - cluster.GetFirstHit().GetPosition()).Mag(), cluster.GetE());
 
            fhClusterEnergyMoment->Fill(cluster.GetEnergyMoment());
            fhClusterMaxEnergyDigiMinusFirstDigiMag->Fill(
                (cluster.GetMaxEnergyHit().GetPosition() - cluster.GetFirstHit().GetPosition()).Mag());
        }
 
        fhZ->Fill(cluster.GetFirstHit().GetPosition().Z());
        fhZVSEToF->Fill(cluster.GetFirstHit().GetPosition().Z(), cluster.GetEToF());
        fhDistFromCenter->Fill(std::sqrt(std::pow(cluster.GetFirstHit().GetPosition().X(), 2) +
                                         std::pow(cluster.GetFirstHit().GetPosition().Y(), 2)));
        fhDistFromCenterVSEToF->Fill(std::sqrt(std::pow(cluster.GetFirstHit().GetPosition().X(), 2) +
                                               std::pow(cluster.GetFirstHit().GetPosition().Y(), 2)),
                                     cluster.GetEToF());
        fhDeltaT->Fill(cluster.GetLastHit().GetT() - cluster.GetFirstHit().GetT());
 
        fhForemostMinusFirstDigiTime->Fill(cluster.GetForemostHit().GetT() - cluster.GetFirstHit().GetT());
 
        if (cluster.GetSize() > 4)
        {
            const auto theta = GetTheta(cluster);
            for (const auto& digi : cluster.GetHits())
            {
                fhThetaEDigi->Fill(theta, digi.GetE());
                fhThetaEDigiCosTheta->Fill(theta, digi.GetE() * std::cos(theta / rad2deg));
            }
        }
    }
 
    std::sort(fNeulandClustersBuffer.begin(),
              fNeulandClustersBuffer.end(),
              [](const R3BNeulandCluster& left, const R3BNeulandCluster& right) { return left.GetT() < right.GetT(); });
 
    for (const auto& cluster : fNeulandClustersBuffer)
    {
        if (cluster.GetSize() >= 3)
        {
            fhENFromScatterVSEToF->Fill(Neuland::NeutronEnergyFromElasticProtonScattering(cluster), cluster.GetEToF());
 
            fhClusterEnergyVSScatteredRecoilAngle->Fill(cluster.GetE(),
                                                        std::acos(Neuland::RecoilScatteringAngle(cluster)));
        }
    }
 
    for (auto ita = fNeulandClustersBuffer.cbegin(); ita != fNeulandClustersBuffer.cend(); ita++)
    {
        for (auto itb = ita + 1; itb != fNeulandClustersBuffer.cend(); itb++)
        {
 
            fhScatteredNEnergyVSAngle->Fill(Neuland::ScatteredNeutronEnergy(*ita, *itb),
                                            std::acos(Neuland::ScatteredNeutronAngle(*ita, *itb)));
 
            fhScatteredNEnergyVSEdep->Fill(Neuland::ScatteredNeutronEnergy(*ita, *itb), (*ita).GetE());
 
            const Double_t EelasticHeavy = Neuland::NeutronEnergyFromElasticScattering(*ita, *itb, 11000);
            fhEToFVSEelastic->Fill((*ita).GetFirstHit().GetEToF(), EelasticHeavy);
            // const Double_t EelasticProton = Neuland::NeutronEnergyFromElasticScattering(*ita, *itb, 1000);
            // fhEToFVSEelastic->Fill((*ita)->GetFirstHit().GetEToF(), EelasticProton);
 
            if (Neuland::ScatteredNeutronEnergy(*ita, *itb) > 10.)
            {
                fhElasticTargetMass->Fill(Neuland::ElasticScatteringTargetMass(*ita, *itb), (*ita).GetE());
                fhClusterEnergyVSScatteredNeutronAngle->Fill((*ita).GetE(),
                                                             std::acos(Neuland::ScatteredNeutronAngle(*ita, *itb)));
 
                if ((*ita).GetSize() >= 3)
                {
                    fhScatterAngleVSRecoilAngle->Fill(std::acos(Neuland::ScatteredNeutronAngle(*ita, *itb)),
                                                      std::acos(Neuland::RecoilScatteringAngle(*ita)));
                    fhSumAngleVSRatioErecoEtof->Fill(
                        std::acos(Neuland::ScatteredNeutronAngle(*ita, *itb)) +
                            std::acos(Neuland::RecoilScatteringAngle(*ita)),
                        Neuland::NeutronEnergyFromElasticProtonScattering(*ita) / (*ita).GetFirstHit().GetEToF());
                }
            }
        }
    }
 
    for (const auto& cluster : fNeulandClustersBuffer)
    {
        const auto& digis = cluster.GetHits();
        for (auto it1 = digis.begin(); it1 != digis.end(); it1++)
        {
            for (auto it2 = it1 + 1; it2 != digis.end(); it2++)
            {
                if (std::abs(it1->GetPosition().X() - it2->GetPosition().X()) < 7.5 &&
                    std::abs(it1->GetPosition().Y() - it2->GetPosition().Y()) < 7.5 &&
                    std::abs(it1->GetPosition().Z() - it2->GetPosition().Z()) < 7.5)
                {
                    hTNeigh->Fill(std::abs(it1->GetT() - it2->GetT()));
                }
                hT->Fill(std::abs(it1->GetT() - it2->GetT()));
            }
        }
    }
}
 
void R3BNeulandClusterMon::Finish()
{
    TDirectory* tmp = gDirectory;
    FairRootManager::Instance()->GetOutFile()->cd();
 
    gDirectory->mkdir(fOutput);
    gDirectory->cd(fOutput);
 
    fhClusters->Write();
    fhClusterSize->Write();
    fhClusterEnergyVSSize->Write();
    fhClusterEnergy->Write();
    fhClusterRValue->Write();
    fhClusterTime->Write();
    fhClusterNumberVSEnergy->Write();
    fhClusterEToF->Write();
    fhClusterEToFVSEnergy->Write();
    fhClusterEToFVSTime->Write();
    fhElasticTargetMass->Write();
 
    fhClusterSizeVSEToF->Write();
    fhClusterEnergyVSEToF->Write();
    // fhClusterEnergyVSSizeVSEToF->Write();
 
    fhClusterForemostMinusCentroidVSEnergy->Write();
    fhClusterForemostMinusMaxEnergyDigiPosVSEnergy->Write();
    fhClusterCentroidMinusFirstDigiPosVSEnergy->Write();
    fhClusterMaxEnergyDigiMinusFirstDigiPosVSEnergy->Write();
    fhClusterMaxEnergyDigiMinusCentroidVSEnergy->Write();
    fhClusterEnergyMomentVSEnergy->Write();
    fhClusterEnergyMomentVSClusterSize->Write();
    fhClusterEVSTime->Write();
    fhClusterEnergyMoment->Write();
    fhClusterMaxEnergyDigiMinusFirstDigiMag->Write();
    fhClusterLastMinusFirstDigiMagVSEnergy->Write();
 
    fhENFromScatterVSEToF->Write();
 
    fhEToFVSEelastic->Write();
    fhScatteredNEnergyVSAngle->Write();
    fhScatteredNEnergyVSEdep->Write();
    fhScatterAngleVSRecoilAngle->Write();
    fhSumAngleVSRatioErecoEtof->Write();
    fhClusterEnergyVSScatteredRecoilAngle->Write();
    fhClusterEnergyVSScatteredNeutronAngle->Write();
 
    fhZ->Write();
    fhZVSEToF->Write();
    fhDistFromCenter->Write();
    fhDistFromCenterVSEToF->Write();
    fhDeltaT->Write();
    fhForemostMinusFirstDigiTime->Write();
 
    fhThetaEDigi->Write();
    fhThetaEDigiCosTheta->Write();
 
    hT->Write();
    hTNeigh->Write();
 
    gDirectory = tmp;
}
 
ClassImp(R3BNeulandClusterMon)