Good Evening Piotr //assuming TiffOutputSet is a representation of the meta 
data acquired from your Tiff file//once you *acquired*  the output set from 
JpegMetadata
TiffOutputSet outputSet = exif.getOutputSet(); //then setting both the lat and 
long as doubles will effectively 0 out the GPS attributes...double 
longitude=0.0;double latitude=0.0;outputSet.setGPSInDegrees(longitude, 
latitude);
http://commons.apache.org/imaging/xref-test/org/apache/sanselan/sampleUsage/WriteExifMetadataExample.html
 does this not work for you?
Martin 
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 > Date: Sat, 1 Dec 2012 18:08:11 +0100
> Subject: [sanselan] Removing GPS tags problem
> From: [email protected]
> To: [email protected]
> 
> Hi,
> I have a problem with removing gps data from photo.
> It's works  but also other tags unrelated with gps are removed
> 
> code  :
> 
> 
>  public void removeExifTag(File jpegImageFile, File dst) throws
> IOException, ImageReadException,
> 
>               ImageWriteException {
> OutputStream os = null;
> try {
>     TiffOutputSet outputSet = null;
> 
>     // note that metadata might be null if no metadata is found.
>     IImageMetadata metadata = Imaging.getMetadata(
> jpegImageFile);
>     JpegImageMetadata jpegMetadata = (JpegImageMetadata) metadata;
>     if (null != jpegMetadata)
>       {
>         // note that exif might be null if no Exif metadata is found.
>         TiffImageMetadata exif = jpegMetadata.getExif();
> 
>         if (null != exif)
>           {
>             // TiffImageMetadata class is immutable (read-only).
>             // TiffOutputSet class represents the Exif data to write.
>             //
>             // Usually, we want to update existing Exif metadata by
>             // changing
>             // the values of a few fields, or adding a field.
>             // In these cases, it is easiest to use getOutputSet() to
>             // start with a "copy" of the fields read from the image.
>             outputSet = exif.getOutputSet();
>         }
>     }
> 
>     if (null == outputSet) {
>         // file does not contain any exif metadata. We don't need to
>         // update the file; just copy it.
>         IoUtils.copyFileNio(jpegImageFile, dst);
>         return;
>     }
> 
>     {
>         // Example of how to remove a single tag/field.
>         // There are two ways to do this.
> 
>         // Option 1: brute force
>         // Note that this approach is crude: Exif data is organized in
>         // directories. The same tag/field may appear in more than one
>         // directory, and have different meanings in each.
> 
>       // outputSet.removeField(ExifTagConstants.EXIF_TAG_GPSINFO);
> 
>         // Option 2: precision
>         // We know the exact directory the tag should appear in, in this
>         // case the "exif" directory.
>         // One complicating factor is that in some cases, manufacturers
>         // will place the same tag in different directories.
>         // To learn which directory a tag appears in, either refer to
>         // the constants in ExifTagConstants.java or go to Phil Harvey's
>         // EXIF website.
> 
>      TiffOutputDirectory gpsDirectory = outputSet.getGPSDirectory();    //
> <-----------------------------------
>         if (null != gpsDirectory)
>         {
>             gpsDirectory.removeField(GpsTagConstants.GPS_TAG_GPS_LATITUDE);
>             gpsDirectory.removeField(GpsTagConstants.GPS_TAG_GPS_LONGITUDE);
> 
>         }
>     }
> 
>     os = new FileOutputStream(dst);
>     os = new BufferedOutputStream(os);
> 
>     new ExifRewriter().updateExifMetadataLossless(jpegImageFile, os,
>             outputSet);
> 
>     os.close();
>     os = null;
> } finally {
>     if (os != null)
>         try {
>             os.close();
>         } catch (IOException e) {
> 
>         }
> }
> }
> 
> I want to remove only gps position information from photo
                                          

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