Are Harmful Algal Blooms Increasing in the Great Lakes?
被引:1
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作者:
Bosse, Karl R.
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机构:
Michigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Bosse, Karl R.
[1
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Fahnenstiel, Gary L.
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机构:
Michigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Fahnenstiel, Gary L.
[1
]
Buelo, Cal D.
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机构:
US Environm Protect Agcy, Great Lakes Natl Program Off, Chicago, IL 60604 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Buelo, Cal D.
[2
]
Pawlowski, Matthew B.
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机构:
US Environm Protect Agcy, Great Lakes Natl Program Off, Chicago, IL 60604 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Pawlowski, Matthew B.
[2
]
Scofield, Anne E.
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机构:
US Environm Protect Agcy, Great Lakes Natl Program Off, Chicago, IL 60604 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Scofield, Anne E.
[2
]
Hinchey, Elizabeth K.
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US Environm Protect Agcy, Great Lakes Natl Program Off, Chicago, IL 60604 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Hinchey, Elizabeth K.
[2
]
Sayers, Michael J.
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机构:
Michigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USAMichigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
Sayers, Michael J.
[1
]
机构:
[1] Michigan Technol Univ, Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
[2] US Environm Protect Agcy, Great Lakes Natl Program Off, Chicago, IL 60604 USA
remote sensing;
HABs;
cyanobacteria;
Great Lakes;
Lake Erie;
Saginaw Bay;
Green Bay;
Lake Superior;
BAND-RATIO ALGORITHM;
MICROCYSTIS BLOOMS;
CYANOBACTERIA BLOOMS;
PHYTOPLANKTON BLOOMS;
TOXIC CYANOBACTERIA;
WATER-QUALITY;
SAGINAW BAY;
ERIE;
EUTROPHICATION;
CHLOROPHYLL;
D O I:
10.3390/w16141944
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
This study used satellite remote sensing to investigate trends in harmful algal blooms (HABs) over the last 21 years, focusing on four regions within the Laurentian Great Lakes: western Lake Erie, Green Bay, Saginaw Bay, and western Lake Superior. HABs in the water column were identified from remote sensing-derived chlorophyll concentrations, and surface HAB scums were classified based on the Normalized Difference Vegetation Index (NDVI) band ratio index. Using imagery from the Moderate Resolution Imaging Spectroradiometer sensor on the Aqua satellite (MODIS-Aqua) from 2002 to 2022, we generated daily estimates of the HAB and surface scum extents for each region, which were then averaged to generate mean annual extents. We observed a significant decline in the Saginaw Bay mean annual HAB extents over the 21-year study period. Otherwise, no significant changes were observed over this period in any region for either the HAB or surface scum mean annual extents, thus suggesting that HABs are not increasing in the Great Lakes. Despite the lack of increasing trends, the blooms are still recurring annually and causing a negative impact on the nearby communities; thus, we believe that it is crucial to continue studying Great Lakes HABs to monitor the impact of current and future abatement strategies.
机构:
US EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Heisler, J.
Glibert, P. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Horn Point Lab, Ctr Environm Sci, Cambridge, MD 21613 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Glibert, P. M.
Burkholder, J. M.
论文数: 0引用数: 0
h-index: 0
机构:
N Carolina State Univ, Ctr Appl Aquat Ecol, Raleigh, NC 27695 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Burkholder, J. M.
Anderson, D. M.
论文数: 0引用数: 0
h-index: 0
机构:
Woods Hole Oceanog Inst, Dept Biol, Woods Hole, MA 02543 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Anderson, D. M.
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h-index:
机构:
Cochlan, W.
Dennison, W. C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Horn Point Lab, Ctr Environm Sci, Cambridge, MD 21613 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Dennison, W. C.
Dortch, Q.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Silver Spring, MD 20910 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Dortch, Q.
Gobler, C. J.
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Stony Brook, Sch Marine & Atmospher Sci, Stony Brook, NY 11794 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Gobler, C. J.
Heil, C. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Heil, C. A.
Humphries, E.
论文数: 0引用数: 0
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机构:
Delaware Dept Nat Resources & Environm Control, Div Water Resources, Dover, DE 19901 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Humphries, E.
Lewitus, A.
论文数: 0引用数: 0
h-index: 0
机构:
Belle W Baruch Inst Marine Biol & Coastal Res, Georgetown, SC 29442 USA
Univ S Carolina, Baruch Marine Lab, Georgetown, SC 29442 USA
Marine Resources Res Inst, S Carolina Dept Nat Resources, Hollings Marine Lab, Charleston, SC 29412 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Lewitus, A.
Magnien, R.
论文数: 0引用数: 0
h-index: 0
机构:
Maryland Dept Nat Resources, Annapolis, MD 21401 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Magnien, R.
Marshall, H. G.
论文数: 0引用数: 0
h-index: 0
机构:
Old Dominion Univ, Dept Biol Sci, Norfolk, VA 23529 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Marshall, H. G.
Sellner, K.
论文数: 0引用数: 0
h-index: 0
机构:
Chesapeake Res Consortium, Edgewater, MD 21037 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Sellner, K.
Stockwell, D. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alaska Fairbanks, Inst Marine Sci, Fairbanks, AK 99775 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Stockwell, D. A.
Stoecker, D. K.
论文数: 0引用数: 0
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机构:
Univ Maryland, Horn Point Lab, Ctr Environm Sci, Cambridge, MD 21613 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
Stoecker, D. K.
Suddleson, M.
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机构:
NOAA, Silver Spring, MD 20910 USAUS EPA, Oceans & Coastal Protect Div, Marine Pollut Control Branch, Washington, DC 20460 USA
机构:
NOAA Pacific Marine Environm Lab, 7600 Sand Point Way NE, Seattle, WA 98115 USANOAA Pacific Marine Environm Lab, 7600 Sand Point Way NE, Seattle, WA 98115 USA
McCabe, Ryan M.
Hickey, Barbara M.
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机构:
Univ Washington, Sch Oceanog, 1503 Boat St,Box 357940, Seattle, WA 98195 USANOAA Pacific Marine Environm Lab, 7600 Sand Point Way NE, Seattle, WA 98115 USA
Hickey, Barbara M.
Trainer, Vera L.
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h-index: 0
机构:
Univ Washington, Olymp Nat Resources Ctr, Sch Environm & Forest Sci, Box 352100, Seattle, WA 98195 USANOAA Pacific Marine Environm Lab, 7600 Sand Point Way NE, Seattle, WA 98115 USA
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Fujian Key Lab Pollut Control & Resource Recyclin, Fuzhou 350007, Peoples R China
Fujian Normal Univ, Fujian Key Lab Special Marine Bioresources Sustai, Fuzhou, Fujian, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Balaji-Prasath, Barathan
Wang, Ying
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Wang, Ying
Su, Yu Ping
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Fujian Key Lab Pollut Control & Resource Recyclin, Fuzhou 350007, Peoples R China
Fujian Normal Univ, Fujian Key Lab Special Marine Bioresources Sustai, Fuzhou, Fujian, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Su, Yu Ping
Hamilton, David P.
论文数: 0引用数: 0
h-index: 0
机构:
Griffith Univ, Australian Rivers Inst, Nathan, Qld 4111, AustraliaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Hamilton, David P.
Lin, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Lin, Hong
Zheng, Luwei
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Zheng, Luwei
Zhang, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China
Fujian Key Lab Pollut Control & Resource Recyclin, Fuzhou 350007, Peoples R ChinaFujian Normal Univ, Coll Environm Sci & Engn, Fuzhou 350007, Peoples R China