Water clarity of the Upper Great Lakes: Tracking changes between 1998-2012
被引:41
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作者:
Yousef, Foad
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Univ Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
Michigan Technol Univ, Great Lakes Res Ctr, Houghton, MI 49931 USAUniv Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
Yousef, Foad
[1
,2
]
Shuchman, Robert
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Michigan Tech Res Inst, Ann Arbor, MI USAUniv Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
Shuchman, Robert
[3
]
Sayers, Michael
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Michigan Tech Res Inst, Ann Arbor, MI USAUniv Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
Sayers, Michael
[3
]
Fahnenstiel, Gary
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机构:
Michigan Technol Univ, Great Lakes Res Ctr, Houghton, MI 49931 USA
Michigan Tech Res Inst, Ann Arbor, MI USA
Univ Michigan, Graham Inst Sustainabil, Water Ctr, Ann Arbor, MI 48109 USAUniv Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
Fahnenstiel, Gary
[2
,3
,4
]
Henareh, Azad
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Colorado State Univ, Dept Ecosyst Sci & Sustainabil, Ft Collins, CO 80523 USAUniv Calif Los Angeles, Dept Civil & Environm Engn, Los Angeles, CA 90095 USA
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
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.
机构:
Canada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, CanadaCanada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, Canada
Binding, Caren E.
Jerome, John H.
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Canada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, CanadaCanada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, Canada
Jerome, John H.
Bukata, Robert P.
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Canada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, CanadaCanada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, Canada
Bukata, Robert P.
Booty, William G.
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Canada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, CanadaCanada Ctr Inland Waters, Natl Water Res Inst, Burlington, ON L7R 4A6, Canada
机构:
Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Univ Hong Kong, Dept Urban Planning & Design, Hong Kong, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Pi, Xuehui
Feng, Lian
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Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Feng, Lian
Li, Weifeng
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Univ Hong Kong, Dept Urban Planning & Design, Hong Kong, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Li, Weifeng
Zhao, Dan
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Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Zhao, Dan
Kuang, Xingxing
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Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
Kuang, Xingxing
Li, Junsheng
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing, Peoples R ChinaSouthern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R China
机构:
Peking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Wang, Shenglei
Li, Junsheng
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Li, Junsheng
Zhang, Bing
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Zhang, Bing
Lee, Zhongping
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Univ Massachusetts, Sch Environm, Boston, MA 02125 USAPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Lee, Zhongping
Spyrakos, Evangelos
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Univ Stirling, Fac Nat Sci Biol & Environm Sci, Stirling, ScotlandPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Spyrakos, Evangelos
Feng, Lian
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Southern Univ Sci & Technol, Sch Environm Sci & Engn, State Environm Protect Key Lab Integrated Surface, Shenzhen, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Feng, Lian
Liu, Chong
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Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Liu, Chong
Zhao, Hongli
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China Inst Water Resources & Hydropower Res, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Zhao, Hongli
Wu, Yanhong
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Wu, Yanhong
Zhu, Liping
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Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Zhu, Liping
Jia, Liming
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Environm Monitoring Cent Stn Heilongjiang Prov, Harbin, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Jia, Liming
Wan, Wei
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Peking Univ, Sch Earth & Space Sci, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Wan, Wei
Zhang, Fangfang
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Zhang, Fangfang
Shen, Qian
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, 9 Dengzhuang South Rd Haidian Dist, Beijing 100094, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Shen, Qian
Tyler, Andrew N.
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Univ Stirling, Fac Nat Sci Biol & Environm Sci, Stirling, ScotlandPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
Tyler, Andrew N.
Zhang, Xianfeng
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Peking Univ, Sch Earth & Space Sci, Beijing, Peoples R ChinaPeking Univ, Sch Earth & Space Sci, Beijing, Peoples R China
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Michigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USAMichigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USA
Shuchman, Robert A.
Bosse, Karl R.
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Michigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USAMichigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USA
Bosse, Karl R.
Sayers, Michael J.
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Michigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USAMichigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USA
Sayers, Michael J.
Fahnenstiel, Gary L.
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Michigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USAMichigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USA
Fahnenstiel, Gary L.
Leshkevich, George
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NOAA, GLERL, 4840 S State Rd, Ann Arbor, MI 48108 USAMichigan Technol Univ, Michigan Tech Res Inst, 3600 Green Court, Ann Arbor, MI 48103 USA
Leshkevich, George
37TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT,
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Wu, Yanhong
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
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Virginia Commonwealth Univ, Ctr Environm Studies, 1000 West Cary St, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Environm Studies, 1000 West Cary St, Richmond, VA 23284 USA