nutrient export to green bay under various watershed ... · cty rd d usgs/uwgb station; 59% of plum...
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Nutrient Export to Green Bay under Various Watershed Management and Climate Scenarios
Kevin Fermanich, UW – Green Bay Paul Baumgart, Alexis Heim, UW-Green Bay
David Lorenz, UW–Madison, J.Val Klump, UW–Milwaukee
9th Biennial State of Lake Michigan Conference Traverse City, Michigan October 28-30, 2015
Cultivated Crops
Deciduous Forest
Developed, High Intensity
Developed, Low Intensity
Developed, Medium Intensity
Developed, Open Space
Emergent Herbaceuous Wetlands
Evergreen Forest
Hay/Pasture
Herbaceuous
Mixed Forest
Lower Fox
Upper Fox
Wolf R.
(NLCD 2011)
Green Bay landscapes and land-uses
*
*
L. Winn.
SOURCES OF P TO GREEN BAY
• >75% is from nonpoint sources (NPS)
Fox River
ü Nutrient Loads – strongly event driven and related to landscape conditions - agricultural activities are big factors
• Dairy has significant role in the Green Bay Watershed
June 2, 2014
May 12, 2014
Cty Rd D USGS/UWGB station; 59% of Plum Creek watershed area (54 km2). Photos from W. Plum ~ other 39% of area.
4,521 kg/d
Last 4 years: 11 days >1000 kg/d 2014: Total Load = ~2x GBMSD
Managing the Watershed Objectives:
• Expand Lower Fox TMDL for quantifying inputs of nutrients and suspended sediments to Green Bay to include entire Fox-Wolf Basin (apply SWAT model)
• TMDL P reduction goal for outlet of Fox River ~43%
• Assess efficacy of implementing alternative land management practices throughout the watershed
• Assess impact of future regional climate change projections (WICCI data)
• Provide inputs for downstream Green Bay models (MAT)
Soil and Water Assessment Tool - SWAT • USDA – ARS model: J.G. Arnold, J.R. Williams, Temple Texas • Continuous daily time step, river basin/watershed scale
model ------- physically based • Routes water, sediment, and nutrients to watershed and
basin outlets • Predict impacts of management on water, sediment and
chemical yields • Long-term simulations of many decades • Tracks crop growth, tillage, fertilizer/manure application,
nutrient cycling on a daily basis • Daily inputs of climate data
• Calibrated and Validated against robust, multi-scale
watershed monitoring datasets.
Year 2011 NASS Cropland Land cover (modeled as combination of 2006-2011 NASS CDL’s & other images)
Soil Hydrologic Group Brown = higher runoff , less base flow Yellow= low runoff, high base flow
Stream Monitoring Stations for calibration & validation 4 SWAT models ~371 sub-watersheds
SWAT Simulated Total Phosphorus Yields
(kg/ha) from Fox-Wolf Basin
Routed to Lower
Green Bay
Approximate Impact of Applying BMP’s to sub-watersheds over the
Phosphorus Yield Threshold (“area affected” is total sub-watershed area, so actual
area Ag affected is less)
Phosphorus
TARGET Threshold
(kg/ha) Total P
(kg)
% of Fox-Wolf Basin Non-Pt. Load to Bay
(base= 566,200 kg)
Total Area
Affected (sq. Km)
Total Area
Affected ( % )
2.00 49,864 8.8% 221 1.4%
Total “effective”
BMP Efficiency
Total P (kg)
Reduced
% Load Reduction to
BAY 70% 34,905 6.2%
Select Sub-watersheds by their yield of P
P target threshold (kg/ha)
1.50 1.00 0.75
% F-W NPS load 27 44 53
Area (%) 5.1 9.8 13.4
% load reduction to Bay (70% effec.)
19 (106,795 kg) 31 (172,465 kg) 37 (207,973 kg)
Implement 70% effective NPS BMPs in watersheds with >0.5 kg/ha TP loss (18% of area) à ~240,000 kg
reduction of TP
Phosphorus
TARGET Threshold
(kg/ha) Total P
(kg)
% of Fox-Wolf Basin Non-Pt. Load to Bay
(base= 566,200 kg)
Total Area
Affected (sq. Km)
Total Area Affected
( % ) 0.50 340,845 60.2% 2,911 18.0%
Total “effective”
BMP Efficiency
Total P (kg)
Reduced
% Load Reduction to
BAY 70% 238,591 42.1%
P Reduction: Alternative Management Scenarios (Outlet of Fox R., WY2009-13 climate)
Alternative Management Scenarios Reduced Tillage & Soil-P; Pt Source reduced
Alternative Management Scenarios More feasible Tillage, & Soil-P & Cover Crops
What about targeting these high P areas with a combination of alternative management?
Phosphorus
TARGET Threshold
(kg/ha) Total P
(kg)
% of Fox-Wolf Basin Non-Pt. Load to Bay
(base= 566,200 kg)
Total Area
Affected (sq. Km)
Total Area Affected
( % ) 0.50 340,845 60.2% 2,911 18.0%
Total “effective”
BMP Efficiency
Total P (kg)
Reduced
% Load Reduction to
BAY 70% 238,591 42.1%
Alternative Management Scenarios Targeted High P sub-watersheds, +grazing
Targeted high P export sub-watersheds
Comprehensive BMP Implementation Plum Creek Sub-watershed Scenarios
Alexis Heim -UWGB
Baseline Conditions (15 yr annual avg.)
75% Ag
Comprehensive BMP Implementation Plum Creek Sub-watershed Scenarios
Alexis Heim -UWGB
58-61% ~70%
P
Climate Change Scenarios: Downscaled, projected climate 2046-65. A1B emission scenario. • ECHO 2012 (2nd warmest GCM, as
projected) • MRI 2012 (2nd coolest GCM, as
projected) Meteorological Research Institute Coupled Atmosphere–Ocean General Circulation Model, version 2.3.2 (D. Lorenz, Ctr Climate Research/WICCI, U. Wis.) • CO2 changed to 550 ppm % Precip change from baseline
Seasons MRI Warmer/Wetter
climate model Winter 28% Spring 10% Summer 5% Autumn 10%
Seasons Change Max °C
Change Min °C
Winter (Dec-Feb) +3.9 +4.8 Spring (Mar-May) +2.2 +2.5 Summer (Jun-Aug) +1.9 +2.5 Autumn (Sep-Nov) +2.3 +2.2 (Comparison to Appleton, WI station)
100%
105%
110%
115%
120%
125%
130%
ECHO (avg 2011-13) MRI (avg 2011-13)
Rela
tive
Chan
ge P
redi
cted
by
SWAT
(%)
SWAT-Simulated Climate Change Scenarios: Fox River Outlet
Flow TSS TP
UWGB Sept 2015
Under current management, how will loads at the Fox R. outlet change under projected climate?
v. warm, moist
~10+% increase P
warmer, wetter
How will alternative management perform under projected climate? Plum Creek Sub-watershed Scenarios
Alexis Heim -UWGB
Green Bay MAT: User-Define Statistics (Aggregation/Time Period)
Summary • >80% of P is from landscape sources à ag • ~50% of NPS load to bay is from LFR and L. Winn sub-basins • Reducing soil-P and tillage, plus cover crops à >40%
reduction IF basin wide implementation • Targeting high P watersheds (~18% of basin) à >23%
reduction • >10% increase in P export under future climate & base
management • Current set of improvement practices will lessen climate
impacts but not suffice to reach WQ goals • Promising actions in the watershed: LFR Demo Farms,
Silver Creek Pilot Project, GLRI, Grazing, farmer innovators
UW Milwaukee School of Freshwater Sciences: Val Klump, Hector Bravo, Shelby LaBuhn, Sajad Hamidi, Jim Waples, others UW Green Bay – Kevin Fermanich, Paul Baumgart, Alexis Heim, M. Zorn, D. Dolan* Green Bay Metropolitan Sewage District – Bill Hafs John Kennedy, Tracy Valenta, Erin Wilcox, UW Madison Center for Climate Research – David Lorenz UW Madison/UW Extension Environmental Resources Center – Chad Cook, Ken Genskow, LimnoTech – Joe DePinto, Ed Verhamme, Dan Rucinski WI DNR – Keith Marquardt, Laurel Last Wisconsin Sea Grant – Julia Noordyk, Vicky Harris Oneida Nation – Michael Finney NOAA Center for Sponsored Coastal Ocean Research USGS – Dale Robertson
Restoration of Green Bay: Managing the Watershed
• Restoring the health of the Green Bay ecosystem under a changing climate: Modeling land use, management, and future outcomes
• Green Bay Hypoxia: Watershed Inputs, Impacts, and Management Project Team:
J. Val Klump, UW-Milwaukee, Co-Director Kevin Fermanich, UW-Green Bay, Co-Director Paul Baumgart, Mike Zorn, UW-Green Bay Hector Bravo, James Waples, Sajad Hamidi, Shelby LaBuhn, UW-Milwaukee Joe Depinto, Ed Verhamme, LimnoTech LLC David Lorenz, Center for Climatic Research, UW-Madison Bill Hafs, Erin Wilcox, NEW Water Keith Marquardt, WDNR Chad Cook, Ken Genskow, UW-Extension Michael Finney, Oneida Nation Julia Nordyk, WI Sea Grant
NOAA Center for Sponsored Coastal Ocean Research Coastal Hypoxia Research Program NOAA-NOS-NCCOS
Support:
Refine linked models and Green Bay MAT → better informed management
NOAA Center for Sponsored Coastal Ocean Research Coastal Hypoxia Research Program NOAA-NOS-NCCOS
PLUM Creek at USGS StationFlow (mm) Sed (ton) P (kg)
WY2011 333 6,979 13,811WY2012 133 3,509 6,122WY2013 282 6,504 12,868WY2014 262 11,651 18,691average 253 7,161 12,873yields 333 1.32 2.37
May 12, 2014