This Dataset consist of two GIS Shape files showing examples of common landscape planning activities, namely the an assessment of the climate protection function and planning towards locating environmental protection measures using different data basis. Using overlay operation it is possible to use descriptive statistics to assess uncertainties and inconsistencies between different land use / land cover data sets and highlight their implications for practical planning. Once published, the results of such analysis can be seen in the related publication "Uncertainties in land use data may have substantial effects on environmental planning recommendations: a plea for careful consideration. Submitted to PLOS ONE."