private void makeVariableNoCoords(
      NetcdfFile ncfile, int datatype, String shortName, String longName, Variable from) {

    Variable v = new Variable(ncfile, null, null, shortName);
    v.setDataType(DataType.BYTE);
    v.setDimensions(from.getDimensions());
    ncfile.addVariable(null, v);

    v.addAttribute(new Attribute(CDM.UNITS, Cinrad2Record.getDatatypeUnits(datatype)));
    v.addAttribute(new Attribute(CDM.LONG_NAME, longName));

    byte[] b = new byte[2];
    b[0] = Cinrad2Record.MISSING_DATA;
    b[1] = Cinrad2Record.BELOW_THRESHOLD;
    Array missingArray = Array.factory(DataType.BYTE.getPrimitiveClassType(), new int[] {2}, b);

    v.addAttribute(new Attribute(CDM.MISSING_VALUE, missingArray));
    v.addAttribute(
        new Attribute("signal_below_threshold", new Byte(Cinrad2Record.BELOW_THRESHOLD)));
    v.addAttribute(
        new Attribute(CDM.SCALE_FACTOR, new Float(Cinrad2Record.getDatatypeScaleFactor(datatype))));
    v.addAttribute(
        new Attribute(CDM.ADD_OFFSET, new Float(Cinrad2Record.getDatatypeAddOffset(datatype))));
    v.addAttribute(new Attribute(CDM.UNSIGNED, "true"));

    Attribute fromAtt = from.findAttribute(_Coordinate.Axes);
    v.addAttribute(new Attribute(_Coordinate.Axes, fromAtt));

    Vgroup vgFrom = (Vgroup) from.getSPobject();
    Vgroup vg = new Vgroup(datatype, vgFrom.map);
    v.setSPobject(vg);
  }
Example #2
0
  // convert to shared dimensions
  private void setSharedDimensions(
      Variable v, List<Element> values, List<Dimension> unknownDims, String location) {
    if (values.size() == 0) return;

    // remove the "scalar" dumbension
    Iterator<Element> iter = values.iterator();
    while (iter.hasNext()) {
      Element value = iter.next();
      String dimName = value.getText().trim();
      if (dimName.equalsIgnoreCase("scalar")) iter.remove();
    }

    // gotta have same number of dimensions
    List<Dimension> oldDims = v.getDimensions();
    if (oldDims.size() != values.size()) {
      log.error("Different number of dimensions for {} {}", v, location);
      return;
    }

    List<Dimension> newDims = new ArrayList<>();
    Group group = v.getParentGroup();

    for (int i = 0; i < values.size(); i++) {
      Element value = values.get(i);
      String dimName = value.getText().trim();
      dimName = NetcdfFile.makeValidCdmObjectName(dimName);

      Dimension dim = group.findDimension(dimName);
      Dimension oldDim = oldDims.get(i);
      if (dim == null) dim = checkUnknownDims(dimName, unknownDims, oldDim, location);

      if (dim == null) {
        log.error(
            "Unknown Dimension= {} for variable = {} {} ", dimName, v.getFullName(), location);
        return;
      }
      if (dim.getLength() != oldDim.getLength()) {
        log.error(
            "Shared dimension ("
                + dim.getShortName()
                + ") has different length than data dimension ("
                + oldDim.getShortName()
                + ") shared="
                + dim.getLength()
                + " org="
                + oldDim.getLength()
                + " for "
                + v
                + " "
                + location);
        return;
      }
      newDims.add(dim);
    }
    v.setDimensions(newDims);
    if (showWork) System.out.printf(" set shared dimensions for %s %n", v.getNameAndDimensions());
  }
Example #3
0
  /**
   * Amend the given NetcdfFile with metadata from HDF-EOS structMetadata. All Variables named
   * StructMetadata.n, where n= 1, 2, 3 ... are read in and their contents concatenated to make the
   * structMetadata String.
   *
   * @param ncfile Amend this file
   * @param eosGroup the group containing variables named StructMetadata.*
   * @throws IOException on read error
   * @return true if HDF-EOS info was found
   */
  public static boolean amendFromODL(NetcdfFile ncfile, Group eosGroup) throws IOException {
    String smeta = getStructMetadata(eosGroup);
    if (smeta == null) return false;

    HdfEos fixer = new HdfEos();
    fixer.fixAttributes(ncfile.getRootGroup());
    fixer.amendFromODL(ncfile, smeta);
    return true;
  }
Example #4
0
  private FeatureType amendGrid(
      Element gridElem, NetcdfFile ncfile, Group parent, String location) {
    List<Dimension> unknownDims = new ArrayList<>();

    // always has x and y dimension
    String xdimSizeS = gridElem.getChild("XDim").getText().trim();
    String ydimSizeS = gridElem.getChild("YDim").getText().trim();
    int xdimSize = Integer.parseInt(xdimSizeS);
    int ydimSize = Integer.parseInt(ydimSizeS);
    parent.addDimensionIfNotExists(new Dimension("XDim", xdimSize));
    parent.addDimensionIfNotExists(new Dimension("YDim", ydimSize));

    /* see HdfEosModisConvention
    UpperLeftPointMtrs=(-20015109.354000,1111950.519667)
    		LowerRightMtrs=(-18903158.834333,-0.000000)
    		Projection=GCTP_SNSOID
    		ProjParams=(6371007.181000,0,0,0,0,0,0,0,0,0,0,0,0)
    		SphereCode=-1
     */
    Element proj = gridElem.getChild("Projection");
    if (proj != null) {
      Variable crs = new Variable(ncfile, parent, null, HDFEOS_CRS);
      crs.setDataType(DataType.SHORT);
      crs.setDimensions(""); // scalar
      crs.setCachedData(Array.makeArray(DataType.SHORT, 1, 0, 0)); // fake data
      parent.addVariable(crs);

      addAttributeIfExists(gridElem, HDFEOS_CRS_Projection, crs, false);
      addAttributeIfExists(gridElem, HDFEOS_CRS_UpperLeft, crs, true);
      addAttributeIfExists(gridElem, HDFEOS_CRS_LowerRight, crs, true);
      addAttributeIfExists(gridElem, HDFEOS_CRS_ProjParams, crs, true);
      addAttributeIfExists(gridElem, HDFEOS_CRS_SphereCode, crs, false);
    }

    // global Dimensions
    Element d = gridElem.getChild("Dimension");
    List<Element> dims = d.getChildren();
    for (Element elem : dims) {
      String name = elem.getChild("DimensionName").getText().trim();
      name = NetcdfFile.makeValidCdmObjectName(name);
      if (name.equalsIgnoreCase("scalar")) continue;

      String sizeS = elem.getChild("Size").getText().trim();
      int length = Integer.parseInt(sizeS);
      Dimension old = parent.findDimension(name);
      if ((old == null) || (old.getLength() != length)) {
        if (length > 0) {
          Dimension dim = new Dimension(name, length);
          if (parent.addDimensionIfNotExists(dim) && showWork)
            System.out.printf(" Add dimension %s %n", dim);
        } else {
          log.warn("Dimension {} has size {} {} ", sizeS, name, location);
          Dimension udim = new Dimension(name, 1);
          udim.setGroup(parent);
          unknownDims.add(udim);
          if (showWork) System.out.printf(" Add dimension %s %n", udim);
        }
      }
    }

    // Geolocation Variables
    Group geoFieldsG = parent.findGroup(GEOLOC_FIELDS);
    if (geoFieldsG == null) geoFieldsG = parent.findGroup(GEOLOC_FIELDS2);

    if (geoFieldsG != null) {
      Element floc = gridElem.getChild("GeoField");
      List<Element> varsLoc = floc.getChildren();
      for (Element elem : varsLoc) {
        String varname = elem.getChild("GeoFieldName").getText().trim();
        Variable v = geoFieldsG.findVariable(varname);
        // if (v == null)
        //  v = geoFieldsG.findVariable( H4header.createValidObjectName(varname));
        assert v != null : varname;

        Element dimList = elem.getChild("DimList");
        List<Element> values = dimList.getChildren("value");
        setSharedDimensions(v, values, unknownDims, location);
      }
    }

    // Data Variables
    Group dataG = parent.findGroup(DATA_FIELDS);
    if (dataG == null)
      dataG =
          parent.findGroup(
              DATA_FIELDS2); // eg C:\data\formats\hdf4\eos\mopitt\MOP03M-200501-L3V81.0.1.hdf

    if (dataG != null) {
      Element f = gridElem.getChild("DataField");
      List<Element> vars = f.getChildren();
      for (Element elem : vars) {
        String varname = elem.getChild("DataFieldName").getText().trim();
        varname = NetcdfFile.makeValidCdmObjectName(varname);
        Variable v = dataG.findVariable(varname);
        // if (v == null)
        //  v = dataG.findVariable( H4header.createValidObjectName(varname));
        assert v != null : varname;

        Element dimList = elem.getChild("DimList");
        List<Element> values = dimList.getChildren("value");
        setSharedDimensions(v, values, unknownDims, location);
      }

      // get projection
      String projS = null;
      Element projElem = gridElem.getChild("Projection");
      if (projElem != null) projS = projElem.getText().trim();
      boolean isLatLon = "GCTP_GEO".equals(projS);

      // look for XDim, YDim coordinate variables
      if (isLatLon) {
        for (Variable v : dataG.getVariables()) {
          if (v.isCoordinateVariable()) {
            if (v.getShortName().equals("YDim")) {
              v.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.Lat.toString()));
              v.addAttribute(new Attribute(CDM.UNITS, CDM.LAT_UNITS));
            }
            if (v.getShortName().equals("XDim"))
              v.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.Lon.toString()));
          }
        }
      }
    }
    return FeatureType.GRID;
  }
Example #5
0
  private FeatureType amendSwath(NetcdfFile ncfile, Element swathElem, Group parent) {
    FeatureType featureType = FeatureType.SWATH;
    List<Dimension> unknownDims = new ArrayList<>();

    // Dimensions
    Element d = swathElem.getChild("Dimension");
    List<Element> dims = d.getChildren();
    for (Element elem : dims) {
      String name = elem.getChild("DimensionName").getText().trim();
      name = NetcdfFile.makeValidCdmObjectName(name);

      if (name.equalsIgnoreCase("scalar")) continue;
      String sizeS = elem.getChild("Size").getText().trim();
      int length = Integer.parseInt(sizeS);
      if (length > 0) {
        Dimension dim = parent.findDimensionLocal(name);
        if (dim != null) { // already added - may be dimension scale ?
          if (dim.getLength() != length) { // ok as long as it matches
            log.error("Conflicting Dimensions = {} {}", dim, ncfile.getLocation());
            throw new IllegalStateException("Conflicting Dimensions = " + name);
          }
        } else {
          dim = new Dimension(name, length);
          if (parent.addDimensionIfNotExists(dim) && showWork)
            System.out.printf(" Add dimension %s %n", dim);
        }
      } else {
        log.warn("Dimension " + name + " has size " + sizeS, ncfile.getLocation());
        Dimension udim = new Dimension(name, 1);
        udim.setGroup(parent);
        unknownDims.add(udim);
        if (showWork) System.out.printf(" Add dimension %s %n", udim);
      }
    }

    // Dimension Maps
    Element dmap = swathElem.getChild("DimensionMap");
    List<Element> dimMaps = dmap.getChildren();
    for (Element elem : dimMaps) {
      String geoDimName = elem.getChild("GeoDimension").getText().trim();
      geoDimName = NetcdfFile.makeValidCdmObjectName(geoDimName);
      String dataDimName = elem.getChild("DataDimension").getText().trim();
      dataDimName = NetcdfFile.makeValidCdmObjectName(dataDimName);

      String offsetS = elem.getChild("Offset").getText().trim();
      String incrS = elem.getChild("Increment").getText().trim();
      int offset = Integer.parseInt(offsetS);
      int incr = Integer.parseInt(incrS);

      // make new variable for this dimension map
      Variable v = new Variable(ncfile, parent, null, dataDimName);
      v.setDimensions(geoDimName);
      v.setDataType(DataType.INT);
      int npts = (int) v.getSize();
      Array data = Array.makeArray(v.getDataType(), npts, offset, incr);
      v.setCachedData(data, true);
      v.addAttribute(new Attribute("_DimensionMap", ""));
      parent.addVariable(v);
      if (showWork) System.out.printf(" Add dimensionMap %s %n", v);
    }

    // Geolocation Variables
    Group geoFieldsG = parent.findGroup(GEOLOC_FIELDS);
    if (geoFieldsG == null) geoFieldsG = parent.findGroup(GEOLOC_FIELDS2);
    if (geoFieldsG != null) {
      Variable latAxis = null, lonAxis = null;
      Element floc = swathElem.getChild("GeoField");
      List<Element> varsLoc = floc.getChildren();
      for (Element elem : varsLoc) {
        String varname = elem.getChild("GeoFieldName").getText().trim();
        Variable v = geoFieldsG.findVariable(varname);
        // if (v == null)
        //  v = geoFieldsG.findVariable( H4header.createValidObjectName(varname));
        assert v != null : varname;
        AxisType axis = addAxisType(ncfile, v);
        if (axis == AxisType.Lat) latAxis = v;
        if (axis == AxisType.Lon) lonAxis = v;

        Element dimList = elem.getChild("DimList");
        List<Element> values = dimList.getChildren("value");
        setSharedDimensions(v, values, unknownDims, ncfile.getLocation());
        if (showWork) System.out.printf(" set coordinate %s %n", v);
      }
      if ((latAxis != null) && (lonAxis != null)) {
        List<Dimension> xyDomain = CoordinateSystem.makeDomain(new Variable[] {latAxis, lonAxis});
        if (xyDomain.size() < 2) featureType = FeatureType.PROFILE; // ??
      }
    }

    // Data Variables
    Group dataG = parent.findGroup(DATA_FIELDS);
    if (dataG == null) dataG = parent.findGroup(DATA_FIELDS2);
    if (dataG != null) {
      Element f = swathElem.getChild("DataField");
      List<Element> vars = f.getChildren();
      for (Element elem : vars) {
        Element dataFieldNameElem = elem.getChild("DataFieldName");
        if (dataFieldNameElem == null) continue;
        String varname = NetcdfFile.makeValidCdmObjectName(dataFieldNameElem.getText().trim());
        Variable v = dataG.findVariable(varname);
        // if (v == null)
        //  v = dataG.findVariable( H4header.createValidObjectName(varname));
        if (v == null) {
          log.error("Cant find variable {} {}", varname, ncfile.getLocation());
          continue;
        }

        Element dimList = elem.getChild("DimList");
        List<Element> values = dimList.getChildren("value");
        setSharedDimensions(v, values, unknownDims, ncfile.getLocation());
      }
    }

    return featureType;
  }
Example #6
0
  /**
   * Amend the given NetcdfFile with metadata from HDF-EOS structMetadata
   *
   * @param ncfile Amend this file
   * @param structMetadata structMetadata as String
   * @throws IOException on read error
   */
  private void amendFromODL(NetcdfFile ncfile, String structMetadata) throws IOException {
    Group rootg = ncfile.getRootGroup();

    ODLparser parser = new ODLparser();
    Element root = parser.parseFromString(structMetadata); // now we have the ODL in JDOM elements
    FeatureType featureType = null;

    // SWATH
    Element swathStructure = root.getChild("SwathStructure");
    if (swathStructure != null) {
      List<Element> swaths = swathStructure.getChildren();
      for (Element elemSwath : swaths) {
        Element swathNameElem = elemSwath.getChild("SwathName");
        if (swathNameElem == null) {
          log.warn("No SwathName element in {} {} ", elemSwath.getName(), ncfile.getLocation());
          continue;
        }
        String swathName = NetcdfFile.makeValidCdmObjectName(swathNameElem.getText().trim());
        Group swathGroup = findGroupNested(rootg, swathName);
        // if (swathGroup == null)
        //  swathGroup = findGroupNested(rootg, H4header.createValidObjectName(swathName));

        if (swathGroup != null) {
          featureType = amendSwath(ncfile, elemSwath, swathGroup);
        } else {
          log.warn("Cant find swath group {} {}", swathName, ncfile.getLocation());
        }
      }
    }

    // GRID
    Element gridStructure = root.getChild("GridStructure");
    if (gridStructure != null) {
      List<Element> grids = gridStructure.getChildren();
      for (Element elemGrid : grids) {
        Element gridNameElem = elemGrid.getChild("GridName");
        if (gridNameElem == null) {
          log.warn("No GridName element in {} {} ", elemGrid.getName(), ncfile.getLocation());
          continue;
        }
        String gridName = NetcdfFile.makeValidCdmObjectName(gridNameElem.getText().trim());
        Group gridGroup = findGroupNested(rootg, gridName);
        // if (gridGroup == null)
        //  gridGroup = findGroupNested(rootg, H4header.createValidObjectName(gridName));
        if (gridGroup != null) {
          featureType = amendGrid(elemGrid, ncfile, gridGroup, ncfile.getLocation());
        } else {
          log.warn("Cant find Grid group {} {}", gridName, ncfile.getLocation());
        }
      }
    }

    // POINT - NOT DONE YET
    Element pointStructure = root.getChild("PointStructure");
    if (pointStructure != null) {
      List<Element> pts = pointStructure.getChildren();
      for (Element elem : pts) {
        Element nameElem = elem.getChild("PointName");
        if (nameElem == null) {
          log.warn("No PointName element in {} {}", elem.getName(), ncfile.getLocation());
          continue;
        }
        String name = nameElem.getText().trim();
        Group ptGroup = findGroupNested(rootg, name);
        // if (ptGroup == null)
        //  ptGroup = findGroupNested(rootg, H4header.createValidObjectName(name));
        if (ptGroup != null) {
          featureType = FeatureType.POINT;
        } else {
          log.warn("Cant find Point group {} {}", name, ncfile.getLocation());
        }
      }
    }

    if (featureType != null) {
      if (showWork) System.out.println("***EOS featureType= " + featureType.toString());
      rootg.addAttribute(new Attribute(CF.FEATURE_TYPE, featureType.toString()));
      // rootg.addAttribute(new Attribute(CDM.CONVENTIONS, "HDFEOS"));
    }
  }
  public Variable makeVariable(
      NetcdfFile ncfile,
      int datatype,
      String shortName,
      String longName,
      String abbrev,
      List groups)
      throws IOException {
    int nscans = groups.size();

    if (nscans == 0) {
      throw new IllegalStateException("No data for " + shortName);
    }

    // get representative record
    List firstGroup = (List) groups.get(0);
    Cinrad2Record firstRecord = (Cinrad2Record) firstGroup.get(0);
    int ngates = firstRecord.getGateCount(datatype);

    String scanDimName = "scan" + abbrev;
    String gateDimName = "gate" + abbrev;
    Dimension scanDim = new Dimension(scanDimName, nscans);
    Dimension gateDim = new Dimension(gateDimName, ngates);
    ncfile.addDimension(null, scanDim);
    ncfile.addDimension(null, gateDim);

    ArrayList dims = new ArrayList();
    dims.add(scanDim);
    dims.add(radialDim);
    dims.add(gateDim);

    Variable v = new Variable(ncfile, null, null, shortName);
    v.setDataType(DataType.BYTE);
    v.setDimensions(dims);
    ncfile.addVariable(null, v);

    v.addAttribute(new Attribute(CDM.UNITS, Cinrad2Record.getDatatypeUnits(datatype)));
    v.addAttribute(new Attribute(CDM.LONG_NAME, longName));

    byte[] b = new byte[2];
    b[0] = Cinrad2Record.MISSING_DATA;
    b[1] = Cinrad2Record.BELOW_THRESHOLD;
    Array missingArray = Array.factory(DataType.BYTE.getPrimitiveClassType(), new int[] {2}, b);

    v.addAttribute(new Attribute(CDM.MISSING_VALUE, missingArray));
    v.addAttribute(
        new Attribute("signal_below_threshold", new Byte(Cinrad2Record.BELOW_THRESHOLD)));
    v.addAttribute(
        new Attribute(CDM.SCALE_FACTOR, new Float(Cinrad2Record.getDatatypeScaleFactor(datatype))));
    v.addAttribute(
        new Attribute(CDM.ADD_OFFSET, new Float(Cinrad2Record.getDatatypeAddOffset(datatype))));
    v.addAttribute(new Attribute(CDM.UNSIGNED, "true"));

    ArrayList dim2 = new ArrayList();
    dim2.add(scanDim);
    dim2.add(radialDim);

    // add time coordinate variable
    String timeCoordName = "time" + abbrev;
    Variable timeVar = new Variable(ncfile, null, null, timeCoordName);
    timeVar.setDataType(DataType.INT);
    timeVar.setDimensions(dim2);
    ncfile.addVariable(null, timeVar);

    // int julianDays = volScan.getTitleJulianDays();
    // Date d = Cinrad2Record.getDate( julianDays, 0);
    // Date d = Cinrad2Record.getDate(volScan.getTitleJulianDays(), volScan.getTitleMsecs());
    Date d = volScan.getStartDate();
    String units = "msecs since " + formatter.toDateTimeStringISO(d);

    timeVar.addAttribute(new Attribute(CDM.LONG_NAME, "time since base date"));
    timeVar.addAttribute(new Attribute(CDM.UNITS, units));
    timeVar.addAttribute(new Attribute(CDM.MISSING_VALUE, new Integer(MISSING_INT)));
    timeVar.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.Time.toString()));

    // add elevation coordinate variable
    String elevCoordName = "elevation" + abbrev;
    Variable elevVar = new Variable(ncfile, null, null, elevCoordName);
    elevVar.setDataType(DataType.FLOAT);
    elevVar.setDimensions(dim2);
    ncfile.addVariable(null, elevVar);

    elevVar.addAttribute(new Attribute(CDM.UNITS, "degrees"));
    elevVar.addAttribute(
        new Attribute(
            CDM.LONG_NAME,
            "elevation angle in degres: 0 = parallel to pedestal base, 90 = perpendicular"));
    elevVar.addAttribute(new Attribute(CDM.MISSING_VALUE, new Float(MISSING_FLOAT)));
    elevVar.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.RadialElevation.toString()));

    // add azimuth coordinate variable
    String aziCoordName = "azimuth" + abbrev;
    Variable aziVar = new Variable(ncfile, null, null, aziCoordName);
    aziVar.setDataType(DataType.FLOAT);
    aziVar.setDimensions(dim2);
    ncfile.addVariable(null, aziVar);

    aziVar.addAttribute(new Attribute(CDM.UNITS, "degrees"));
    aziVar.addAttribute(
        new Attribute(CDM.LONG_NAME, "azimuth angle in degrees: 0 = true north, 90 = east"));
    aziVar.addAttribute(new Attribute(CDM.MISSING_VALUE, new Float(MISSING_FLOAT)));
    aziVar.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.RadialAzimuth.toString()));

    // add gate coordinate variable
    String gateCoordName = "distance" + abbrev;
    Variable gateVar = new Variable(ncfile, null, null, gateCoordName);
    gateVar.setDataType(DataType.FLOAT);
    gateVar.setDimensions(gateDimName);
    Array data =
        Array.makeArray(
            DataType.FLOAT,
            ngates,
            (double) firstRecord.getGateStart(datatype),
            (double) firstRecord.getGateSize(datatype));
    gateVar.setCachedData(data, false);
    ncfile.addVariable(null, gateVar);
    radarRadius = firstRecord.getGateStart(datatype) + ngates * firstRecord.getGateSize(datatype);

    gateVar.addAttribute(new Attribute(CDM.UNITS, "m"));
    gateVar.addAttribute(new Attribute(CDM.LONG_NAME, "radial distance to start of gate"));
    gateVar.addAttribute(new Attribute(_Coordinate.AxisType, AxisType.RadialDistance.toString()));

    // add number of radials variable
    String nradialsName = "numRadials" + abbrev;
    Variable nradialsVar = new Variable(ncfile, null, null, nradialsName);
    nradialsVar.setDataType(DataType.INT);
    nradialsVar.setDimensions(scanDim.getName());
    nradialsVar.addAttribute(new Attribute(CDM.LONG_NAME, "number of valid radials in this scan"));
    ncfile.addVariable(null, nradialsVar);

    // add number of gates variable
    String ngateName = "numGates" + abbrev;
    Variable ngateVar = new Variable(ncfile, null, null, ngateName);
    ngateVar.setDataType(DataType.INT);
    ngateVar.setDimensions(scanDim.getName());
    ngateVar.addAttribute(new Attribute(CDM.LONG_NAME, "number of valid gates in this scan"));
    ncfile.addVariable(null, ngateVar);

    makeCoordinateDataWithMissing(
        datatype, timeVar, elevVar, aziVar, nradialsVar, ngateVar, groups);

    // back to the data variable
    String coordinates =
        timeCoordName + " " + elevCoordName + " " + aziCoordName + " " + gateCoordName;
    v.addAttribute(new Attribute(_Coordinate.Axes, coordinates));

    // make the record map
    int nradials = radialDim.getLength();
    Cinrad2Record[][] map = new Cinrad2Record[nscans][nradials];
    for (int i = 0; i < groups.size(); i++) {
      Cinrad2Record[] mapScan = map[i];
      List group = (List) groups.get(i);
      for (int j = 0; j < group.size(); j++) {
        Cinrad2Record r = (Cinrad2Record) group.get(j);
        int radial = r.radial_num - 1;
        mapScan[radial] = r;
      }
    }

    Vgroup vg = new Vgroup(datatype, map);
    v.setSPobject(vg);

    return v;
  }
  public void open(RandomAccessFile raf, NetcdfFile ncfile, CancelTask cancelTask)
      throws IOException {
    NexradStationDB.init();

    volScan = new Cinrad2VolumeScan(raf, cancelTask);
    if (volScan.hasDifferentDopplarResolutions())
      throw new IllegalStateException("volScan.hasDifferentDopplarResolutions");

    radialDim = new Dimension("radial", volScan.getMaxRadials());
    ncfile.addDimension(null, radialDim);

    makeVariable(
        ncfile,
        Cinrad2Record.REFLECTIVITY,
        "Reflectivity",
        "Reflectivity",
        "R",
        volScan.getReflectivityGroups());
    int velocity_type =
        (volScan.getDopplarResolution() == Cinrad2Record.DOPPLER_RESOLUTION_HIGH_CODE)
            ? Cinrad2Record.VELOCITY_HI
            : Cinrad2Record.VELOCITY_LOW;
    Variable v =
        makeVariable(
            ncfile,
            velocity_type,
            "RadialVelocity",
            "Radial Velocity",
            "V",
            volScan.getVelocityGroups());
    makeVariableNoCoords(
        ncfile, Cinrad2Record.SPECTRUM_WIDTH, "SpectrumWidth", "Spectrum Width", v);

    if (volScan.getStationId() != null) {
      ncfile.addAttribute(null, new Attribute("Station", volScan.getStationId()));
      ncfile.addAttribute(null, new Attribute("StationName", volScan.getStationName()));
      ncfile.addAttribute(
          null, new Attribute("StationLatitude", new Double(volScan.getStationLatitude())));
      ncfile.addAttribute(
          null, new Attribute("StationLongitude", new Double(volScan.getStationLongitude())));
      ncfile.addAttribute(
          null,
          new Attribute("StationElevationInMeters", new Double(volScan.getStationElevation())));

      double latRadiusDegrees = Math.toDegrees(radarRadius / ucar.unidata.geoloc.Earth.getRadius());
      ncfile.addAttribute(
          null,
          new Attribute(
              "geospatial_lat_min", new Double(volScan.getStationLatitude() - latRadiusDegrees)));
      ncfile.addAttribute(
          null,
          new Attribute(
              "geospatial_lat_max", new Double(volScan.getStationLatitude() + latRadiusDegrees)));
      double cosLat = Math.cos(Math.toRadians(volScan.getStationLatitude()));
      double lonRadiusDegrees =
          Math.toDegrees(radarRadius / cosLat / ucar.unidata.geoloc.Earth.getRadius());
      ncfile.addAttribute(
          null,
          new Attribute(
              "geospatial_lon_min", new Double(volScan.getStationLongitude() - lonRadiusDegrees)));
      ncfile.addAttribute(
          null,
          new Attribute(
              "geospatial_lon_max", new Double(volScan.getStationLongitude() + lonRadiusDegrees)));

      // add a radial coordinate transform (experimental)
      Variable ct = new Variable(ncfile, null, null, "radialCoordinateTransform");
      ct.setDataType(DataType.CHAR);
      ct.setDimensions(""); // scalar
      ct.addAttribute(new Attribute("transform_name", "Radial"));
      ct.addAttribute(new Attribute("center_latitude", new Double(volScan.getStationLatitude())));
      ct.addAttribute(new Attribute("center_longitude", new Double(volScan.getStationLongitude())));
      ct.addAttribute(new Attribute("center_elevation", new Double(volScan.getStationElevation())));
      ct.addAttribute(new Attribute(_Coordinate.TransformType, "Radial"));
      ct.addAttribute(
          new Attribute(_Coordinate.AxisTypes, "RadialElevation RadialAzimuth RadialDistance"));

      Array data =
          Array.factory(DataType.CHAR.getPrimitiveClassType(), new int[0], new char[] {' '});
      ct.setCachedData(data, true);
      ncfile.addVariable(null, ct);
    }

    DateFormatter formatter = new DateFormatter();

    ncfile.addAttribute(null, new Attribute(CDM.CONVENTIONS, _Coordinate.Convention));
    ncfile.addAttribute(null, new Attribute("format", volScan.getDataFormat()));
    ncfile.addAttribute(null, new Attribute(CF.FEATURE_TYPE, FeatureType.RADIAL.toString()));
    // Date d = Cinrad2Record.getDate(volScan.getTitleJulianDays(), volScan.getTitleMsecs());
    // ncfile.addAttribute(null, new Attribute("base_date", formatter.toDateOnlyString(d)));

    ncfile.addAttribute(
        null,
        new Attribute(
            "time_coverage_start", formatter.toDateTimeStringISO(volScan.getStartDate())));
    ; // .toDateTimeStringISO(d)));
    ncfile.addAttribute(
        null,
        new Attribute("time_coverage_end", formatter.toDateTimeStringISO(volScan.getEndDate())));

    ncfile.addAttribute(
        null,
        new Attribute(CDM.HISTORY, "Direct read of Nexrad Level 2 file into NetCDF-Java 2.2 API"));
    ncfile.addAttribute(null, new Attribute("DataType", "Radial"));

    ncfile.addAttribute(
        null,
        new Attribute(
            "Title",
            "Nexrad Level 2 Station "
                + volScan.getStationId()
                + " from "
                + formatter.toDateTimeStringISO(volScan.getStartDate())
                + " to "
                + formatter.toDateTimeStringISO(volScan.getEndDate())));

    ncfile.addAttribute(
        null,
        new Attribute(
            "Summary",
            "Weather Surveillance Radar-1988 Doppler (WSR-88D) "
                + "Level II data are the three meteorological base data quantities: reflectivity, mean radial velocity, and "
                + "spectrum width."));

    ncfile.addAttribute(
        null,
        new Attribute(
            "keywords",
            "WSR-88D; NEXRAD; Radar Level II; reflectivity; mean radial velocity; spectrum width"));

    ncfile.addAttribute(
        null,
        new Attribute(
            "VolumeCoveragePatternName",
            Cinrad2Record.getVolumeCoveragePatternName(volScan.getVCP())));
    ncfile.addAttribute(
        null, new Attribute("VolumeCoveragePattern", new Integer(volScan.getVCP())));
    ncfile.addAttribute(
        null,
        new Attribute(
            "HorizonatalBeamWidthInDegrees", new Double(Cinrad2Record.HORIZONTAL_BEAM_WIDTH)));

    ncfile.finish();
  }