remote sensing Review Remote Sensing of Mine Site Rehabilitation for Ecological Outcomes: A Global Systematic Review Phillip B. McKenna 1,*, Alex M. Lechner 2 , Stuart Phinn 3 and Peter D. Erskine 1 1 Centre for Mined Land Rehabilitation, Sustainable Minerals Institute, The University of Queensland, Brisbane, QLD 4072, Australia;
[email protected] 2 Lincoln Centre for Water and Planetary Health, School of Geography, The University of Lincoln, Lincoln LN6 7TS, UK;
[email protected] 3 School of Earth and Environmental Sciences, The University of Queensland, Brisbane, QLD 4072, Australia;
[email protected] * Correspondence:
[email protected] Received: 8 September 2020; Accepted: 23 October 2020; Published: 28 October 2020 Abstract: The mining industry has been operating across the globe for millennia, but it is only in the last 50 years that remote sensing technology has enabled the visualization, mapping and assessment of mining impacts and landscape recovery. Our review of published literature (1970–2019) found that the number of ecologically focused remote sensing studies conducted on mine site rehabilitation increased gradually, with the greatest proportion of studies published in the 2010–2019 period. Early studies were driven exclusively by Landsat sensors at the regional and landscape scales while in the last decade, multiple earth observation and drone-based sensors across a diverse range of study locations contributed to our increased understanding of vegetation development post-mining. The Normalized Differenced Vegetation Index (NDVI) was the most common index, and was used in 45% of papers; while research that employed image classification techniques typically used supervised (48%) and manual interpretation methods (37%).