diff --git a/CMakeLists.txt b/CMakeLists.txt
index d246a88..d0bba6f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -248,7 +248,7 @@ endif()
 # GeoTIFF support - required, default=ON
 set(WITH_GEOTIFF TRUE CACHE BOOL "Choose if GeoTIFF support should be built")
 
-find_package (GeoTIFF 1.3.0 )
+find_package (GeoTIFF CONFIG 1.3.0 )
 if(GEOTIFF_FOUND)
     set(WITH_GEOTIFF TRUE)
     # Confirm required API is available
diff --git a/apps/CMakeLists.txt b/apps/CMakeLists.txt
index beb83e2..650bc0c 100644
--- a/apps/CMakeLists.txt
+++ b/apps/CMakeLists.txt
@@ -168,7 +168,6 @@ if(UNIX)
     set (LIBLAS_UTILS_RPATH ${LIBLAS_UTILS_RPATH} ${LASZIP_LIBRARY_DIRS})
   endif()
   if(GEOTIFF_FOUND)
-    get_filename_component(GEOTIFF_LIBRARY_DIRS ${GEOTIFF_LIBRARY} PATH)
     set (LIBLAS_UTILS_RPATH ${LIBLAS_UTILS_RPATH} ${GEOTIFF_LIBRARY_DIRS})
   endif()
   if(GDAL_FOUND)