Water clarity of the Upper Great Lakes: Tracking changes between 1998-2012

被引:41
|
作者
Yousef, Foad [1 ,2 ]
Shuchman, Robert [3 ]
Sayers, Michael [3 ]
Fahnenstiel, Gary [2 ,3 ,4 ]
Henareh, Azad [5 ]
机构
[1] Univ Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
[2] Michigan Technol Univ, Great Lakes Res Ctr, Houghton, MI 49931 USA
[3] Michigan Tech Res Inst, Ann Arbor, MI USA
[4] Univ Michigan, Graham Inst Sustainabil, Water Ctr, Ann Arbor, MI 48109 USA
[5] Colorado State Univ, Dept Ecosyst Sci & Sustainabil, Ft Collins, CO 80523 USA
关键词
Remote sensing; SeaWiFS; MODIS; Laurentian Great Lakes; Kd490; Quagga mussels; SATELLITE DATA; MICHIGAN; COLOR; CHLOROPHYLL; ALGORITHM; DYNAMICS; IMAGERY; TRENDS;
D O I
10.1016/j.jglr.2016.12.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water clarity trends in three upper Great Lakes, Lakes Superior, Michigan, and Huron, were assessed via satellite imagery from 1998 to 2012. Light attenuation coefficients (Kd(490)) from SeaWiFS and Aqua MODIS satellites compared favorably with in situ measurements. Significant temporal and spatial trends and differences in Kd(490) were noted within all three of the lakes. Lake-wide average Kd(490) for Lake Superior did not exhibit any changes between 1998 and 2012. Annual Kd(490) values for Lake Huron, however, showed a significant negative trend during the study period using both SeaWiFS and MODIS datasets. Similarly, annual Kd(490) values of Lake Michigan declined between 1998 and 2010. Only in the offshore waters (>90 m depth) of northern Lake Michigan did Kd(490) increase but just after 2007. Photic depth increased significantly in both Lake Michigan (similar or equal to 5 m), and Lake Huron (similar or equal to 10 m) when comparing annual Kd(490) for pre- (1998-2001) and post-dreissenid mussel (2006-2010). At seasonal level, significant decreases in Kd(490) in lakes Michigan and Huron were mainly noted for the spring/fall/winter mixing periods. After these recent changes in water clarity, lake-wide photic depths in lakes Michigan and Huron superseded Lake Superior; thus, making Lake Superior no longer the clearest Great Lake. Several factors (e.g. filtering activities of quagga mussels, phosphorus abatement, climate change, etc.) are likely responsible for these large changes. (C) 2016 International Association for Great Lakes Research. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:239 / 247
页数:9
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