Title :
Monitoring Cumulative Long-Term Vegetation Changes Over the Athabasca Oil Sands Region
Author :
Latifovic, Rasim ; Pouliot, Darren
Author_Institution :
Canada Centre for Mapping & Earth Obs., Natural Resources Canada, Ottawa, ON, Canada
Abstract :
This study uses two remotely sensed vegetation indices to investigate cumulative long-term changes of undisturbed vegetation in the Athabasca Oil Sands region of Alberta, Canada, between 1984 and 2012. The Normalized Difference Vegetation Index (NDVI) and the Normalized Difference Wetness Index (NDWI) were derived from both Landsat and MODIS time series, for comparative purposes and to increase confidence in detected trends. Trend analysis of undisturbed forest areas, i.e., area without abrupt changes revealed a consistent decrease in vegetation condition, quantified by an average reduction of 18.6% (SD=5.02% ) in NDVI and of 31.0% (SD=10.06%) in NDWI, over the 28-year period. The study does not conclusively associate the trends with any single stressor, but seeks to quantify the spatial and temporal distribution of cumulative effects resulting from a variety of natural and anthropogenic causes. Examination of the temporal pattern of trends showed an increase in the occurrence of decreasing trends in the last 10 years. The decreasing trends were more frequent closer to mining developments for both the Landsat and MODIS time series. Climate change was not considered a major causal factor as climate normalized trends had little effect on the results. The trend analysis undertaken can be used to enhance in situ monitoring programs for site selection of additional monitoring facilities particularly regarding potential cumulative effects, provide an indication of likely future short-term changes in the region, and to aid in the development of mitigation measures.
Keywords :
environmental monitoring (geophysics); mining; oil sands; time series; vegetation mapping; AD 1984 to 2012; Alberta; Athabasca Oil Sands region; Canada; Landsat time series; MODIS time series; NDVI; NDWI; Normalized Difference Vegetation Index; Normalized Difference Wetness Index; anthropogenic causes; climate change; climate normalized trend; cumulative long-term vegetation change monitoring; in situ monitoring programs; mining development; mitigation measure development; monitoring facilities; natural causes; potential cumulative effects; remotely sensed vegetation index; site selection; spatial distribution; temporal distribution; trend analysis; trend temporal pattern; undisturbed forest area; undisturbed vegetation; vegetation condition; Clouds; Earth; Market research; Monitoring; Remote sensing; Satellites; Vegetation mapping; Change detection; environmental impact assessment (EIA); remote sensing; satellite data processing; time-series analysis;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2014.2321058