diff --git a/Jenkinsfile b/Jenkinsfile
index d8e50df44d0fce6d04501093a22028ab044759bd..64509b9bbd965bd369bbae28cb00819d5b708c21 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -191,18 +191,18 @@ pipeline {
               sh 'git submodule sync'
               configure {
                 cmakeOptions =
-                  '-DOGS_CPU_ARCHITECTURE=generic '
+                  '-DOGS_CPU_ARCHITECTURE=generic ' +
+                  '-DOGS_COVERAGE=ON '
                 config = 'Debug'
               }
               build { }
-              build { target = 'tests' }
+              build { target = 'testrunner_coverage_cobertura' }
             }
           }
           post {
             always {
-              xunit([
-                GoogleTest(pattern: 'build/Tests/testrunner.xml')
-              ])
+              xunit([GoogleTest(pattern: 'build/Tests/testrunner.xml')])
+              cobertura coberturaReportFile: 'build/*_cobertura.xml'
             }
           }
         }
diff --git a/Tests/CMakeLists.txt b/Tests/CMakeLists.txt
index 765ecf36d84e3d6207e9ddd3a3dbe1b3030ca90d..bd6f4f0e773ae87acfbf008216ebf0a7c2fe978c 100644
--- a/Tests/CMakeLists.txt
+++ b/Tests/CMakeLists.txt
@@ -84,7 +84,7 @@ if(OGS_USE_PCH)
 endif()
 
 # Add make-target tests which runs the testrunner
-if(IS_CI)
+if(IS_CI AND NOT OGS_COVERAGE)
     set(TESTRUNNER_ADDITIONAL_ARGUMENTS ${TESTRUNNER_ADDITIONAL_ARGUMENTS}
         --gtest_shuffle --gtest_repeat=3)
 endif()
diff --git a/scripts/cmake/Coverage.cmake b/scripts/cmake/Coverage.cmake
index 70e15b298ae806c8485875f4b85791f4ca8376e4..338782428bc69e50848dfa5cdfdb3c1a82a1c5de 100644
--- a/scripts/cmake/Coverage.cmake
+++ b/scripts/cmake/Coverage.cmake
@@ -1,39 +1,35 @@
 include(CodeCoverage)
-APPEND_COVERAGE_COMPILER_FLAGS()
+append_coverage_compiler_flags()
 
-set(COVERAGE_EXCLUDES
-    '/gpfs0/*'
-    '/usr/*'
-    '${PROJECT_BINARY_DIR}/*'
-    '${PROJECT_SOURCE_DIR}/Tests/*'
-    '${PROJECT_SOURCE_DIR}/ThirdParty/*'
+set(COVERAGE_GCOVR_EXCLUDES
+    ${PROJECT_BINARY_DIR}/.*
+    Applications/CLI/.*
+    ProcessLib/.*
+    .*Tests/.*
+    ThirdParty/.*
 )
 
 if(LCOV_PATH AND GENHTML_PATH)
-    SETUP_TARGET_FOR_COVERAGE(
+    setup_target_for_coverage_lcov(
         NAME testrunner_coverage
-        EXECUTABLE testrunner -j ${PROCESSOR_COUNT}
-        DEPENDENCIES testrunner
+        EXECUTABLE ${CMAKE_COMMAND} --build . --target tests
     )
-    SETUP_TARGET_FOR_COVERAGE(
+    setup_target_for_coverage_lcov(
         NAME ctest_coverage
-        EXECUTABLE ctest -E LARGE -j ${PROCESSOR_COUNT}
-        DEPENDENCIES ogs
+        EXECUTABLE ${CMAKE_COMMAND} --build . --target ctest-serial
     )
 else()
     message(STATUS "No lcov coverage report generated because lcov or genhtml was not found.")
 endif()
 
 if(PYTHON_EXECUTABLE)
-    SETUP_TARGET_FOR_COVERAGE_COBERTURA(
+    setup_target_for_coverage_gcovr_xml(
         NAME testrunner_coverage_cobertura
-        EXECUTABLE testrunner -j ${PROCESSOR_COUNT}
-        DEPENDENCIES testrunner
+        EXECUTABLE ${CMAKE_COMMAND} --build . --target tests
     )
-    SETUP_TARGET_FOR_COVERAGE_COBERTURA(
+    setup_target_for_coverage_gcovr_xml(
         NAME ctest_coverage_cobertura
-        EXECUTABLE ctest -E LARGE -j ${PROCESSOR_COUNT}
-        DEPENDENCIES ogs
+        EXECUTABLE ${CMAKE_COMMAND} --build . --target ctest-serial
     )
 else()
     message(STATUS "No cobertura coverage report generated because Python executable was not found.")