Dataset used to explore the effectiveness of the hemeroby index as an environmental indicator for assessing the degree and trends of landscape change. Dataset covers hemeroby results for New Zealand at two time periods (1996 and 2012) and at three spatial scales (National, Regional Councils, and 25 sq km grid cells)