TY - JOUR AB - Purpose The purpose of this paper is to examine the suitability of free carbon calculators aimed at the agricultural industry, for use in greenhouse gas (GHG) emission benchmarking, using the European dairy industry as an example.Design/methodology/approach Carbon calculators which were claimed to be applicable to European dairy farms were identified and tested using six production scenarios based on data from real European farms supplemented using published literature. The resulting GHG emission estimates, together with estimates apportioned using three functional units, were then compared to determine the robustness of the benchmarking results.Findings It was found that although there was a degree of agreement between the seven identified carbon calculators in terms of benchmarking total farm emissions, once a suitable functional unit was applied little agreement remained. Tools often ranked farms in different orders, thereby calling into question the robustness of benchmarking in the studied sector.Research limitations/implications The scenario-based approach taken has identified issues liable to result in a lack of benchmarking robustness within this sector; however, there remains considerable scope to evaluate these findings in the field, both within this sector and others in the agricultural industry.Practical implications The results suggest that there are significant hurdles to overcome if GHG emission benchmarking is to aid in driving forward the environmental performance of the dairy industry. In addition, eco-labelling foods based on GHG benchmarking may be of questionable value.Originality/value At a time when environmental benchmarking is of increasing importance, this paper seeks to evaluate its applicability to sectors in which there is considerable scope for variation in the results obtained. VL - 24 IS - 6 SN - 1463-5771 DO - 10.1108/BIJ-10-2015-0101 UR - https://doi.org/10.1108/BIJ-10-2015-0101 AU - Green Andrew AU - Tzilivakis John AU - Warner Douglas J. AU - Lewis Kathleen Anne PY - 2017 Y1 - 2017/01/01 TI - Problems of benchmarking greenhouse gas emissions in dairy agriculture T2 - Benchmarking: An International Journal PB - Emerald Publishing Limited SP - 1470 EP - 1489 Y2 - 2024/09/24 ER -