Spatial and temporal variability in stream thermal regime drivers for three river networks during the summer growing season
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作者:
Fuller, Matthew R.
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US Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
US Forest Serv, Northern Res Stn, Amherst, MA USAUS Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
Fuller, Matthew R.
[1
,5
]
Detenbeck, Naomi E.
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US Environm Protect Agcy, Atlantic Coastal Environm Sci Div, Narragansett, RI USAUS Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
Detenbeck, Naomi E.
[2
]
Leinenbach, Peter
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机构:
US Environm Protect Agcy, Reg 10, Seattle, WA USAUS Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
Leinenbach, Peter
[3
]
Labiosa, Rochelle
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US Environm Protect Agcy, Reg 10, Seattle, WA USAUS Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
Labiosa, Rochelle
[3
]
Isaak, Daniel
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US Forest Serv, Rocky Mt Res Stn, Boise, ID USAUS Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
Isaak, Daniel
[4
]
机构:
[1] US Environm Protect Agcy, Oak Ridge Inst Sci & Educ Postdoc, Atlantic Coastal Environm Sci Div, Narragansett, RI 02882 USA
[2] US Environm Protect Agcy, Atlantic Coastal Environm Sci Div, Narragansett, RI USA
[3] US Environm Protect Agcy, Reg 10, Seattle, WA USA
[4] US Forest Serv, Rocky Mt Res Stn, Boise, ID USA
[5] US Forest Serv, Northern Res Stn, Amherst, MA USA
covariate relative importance;
information criterion;
model selection;
Pacific Northwest;
United States;
restoration;
river networks;
spatial stream network model;
temperature;
water;
resources management;
water quality;
MOVING-AVERAGE APPROACH;
STATISTICAL-MODELS;
TEMPERATURE;
DATABASE;
FLOW;
RESTORATION;
MANAGEMENT;
SALMON;
LAND;
US;
D O I:
10.1111/1752-1688.13158
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Many cold water-dependent aquatic organisms are experiencing habitat and population declines from increasing water temperatures. Identifying mechanisms which drive local and regional stream thermal regimes facilitates restoration at ecologically relevant scales. Stream temperatures vary spatially and temporally both within and among river basins. We developed a modeling process to identify statistical relationships between drivers of stream temperature and covariates representing landscape, climate, and management-related processes. The modeling process was tested in three study areas of the Pacific Northwest United States during the growing season (May [start], August [warmest], September [end]). Across all months and study systems, covariates with the highest relative importance represented the physical landscape (elevation [1st], catchment area [3rd], main channel slope [5th]) and climate covariates (mean monthly air temperature [2nd] and discharge [4th]). Two management covariates (groundwater use [6th] and riparian shade [7th]) also had high relative importance. Across the growing season (for all basins), local reach slope had high relative importance in May, but transitioned to a regional main channel slope covariate in August and September. This modeling process identified regionally similar and locally unique relationships among drivers of stream temperature. High relative importance of management-related covariates suggested potential restoration actions for each system.
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Liu, Xianfeng
Zhu, Xiufang
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机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhu, Xiufang
Pan, Yaozhong
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机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Pan, Yaozhong
Zhu, Wenquan
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h-index: 0
机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhu, Wenquan
Zhang, Jinshui
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机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Zhang, Jinshui
Zhang, Donghai
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机构:
Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
Beijing Normal Univ, Coll Resources Sci & Technol, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Water Resources & Water Ecol Engn Technol Res Ctr, Beijing, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Wang, Jianhua
Wang, Qingming
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机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing, Jiangsu, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Wang, Qingming
Zhao, Yong
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China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Water Resources & Water Ecol Engn Technol Res Ctr, Beijing, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Zhao, Yong
Li, Haihong
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China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Li, Haihong
Zhai, Jiaqi
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China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
Zhai, Jiaqi
Shang, Yizi
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China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R ChinaChina Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Water Resources Res, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
Sang, Yan-Fang
Wang, Zhonggen
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Water Resources Res, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
Wang, Zhonggen
Liu, Changming
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Water Resources Res, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
机构:
Univ Washington, Sch Environm & Forest Sci, Seattle, WA 98195 USA
US Forest Serv, USDA, PNW Res Stn, Stat, 400 N 34th St,Suite 201, Seattle, WA 98103 USAUniv Washington, Sch Environm & Forest Sci, Seattle, WA 98195 USA
Marsha, Amy
Steel, E. Ashley
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US Forest Serv, USDA, PNW Res Stn, Stat, 400 N 34th St,Suite 201, Seattle, WA 98103 USAUniv Washington, Sch Environm & Forest Sci, Seattle, WA 98195 USA
Steel, E. Ashley
Fullerton, Aimee H.
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NOAA, Fisheries Serv, Northwest Fisheries Sci Ctr, 2725 Montlake Blvd East, Seattle, WA 98112 USAUniv Washington, Sch Environm & Forest Sci, Seattle, WA 98195 USA
Fullerton, Aimee H.
Sowder, Colin
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机构:
US Forest Serv, USDA, PNW Res Stn, Stat, 400 N 34th St,Suite 201, Seattle, WA 98103 USA
Univ Washington, Dept Stat, Seattle, WA 98195 USAUniv Washington, Sch Environm & Forest Sci, Seattle, WA 98195 USA
机构:
Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Liu, Qiang
Yang, Zhifeng
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h-index: 0
机构:
Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Yang, Zhifeng
Cui, Baoshan
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h-index: 0
机构:
Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
机构:
Well Living Lab Inc, Rochester, MN 55902 USA
Mayo Clin, Gen Internal Med, Rochester, MN 55905 USAWell Living Lab Inc, Rochester, MN 55902 USA
Clements, Nicholas
Zhang, Rongpeng
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Well Living Lab Inc, Rochester, MN 55902 USA
Mayo Clin, Gen Internal Med, Rochester, MN 55905 USA
Delos Living LLC, Delos Labs, New York, NY 10014 USAWell Living Lab Inc, Rochester, MN 55902 USA
Zhang, Rongpeng
Jamrozik, Anja
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Well Living Lab Inc, Rochester, MN 55902 USAWell Living Lab Inc, Rochester, MN 55902 USA
Jamrozik, Anja
Campanella, Carolina
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Well Living Lab Inc, Rochester, MN 55902 USA
Mayo Clin, Gen Internal Med, Rochester, MN 55905 USA
Delos Living LLC, Delos Labs, New York, NY 10014 USAWell Living Lab Inc, Rochester, MN 55902 USA
Campanella, Carolina
Bauer, Brent
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机构:
Well Living Lab Inc, Rochester, MN 55902 USA
Mayo Clin, Complimentary & Integrat Med Program, Rochester, MN 55905 USAWell Living Lab Inc, Rochester, MN 55902 USA