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SHOOTING A MOVING TARGET: A
DISSOLVED PHOSPHORUS PROBLEM
PARADIGM
Rem Confesor Jr.
Laura Johnson
Dave Baker
Ken Krieger
NCWQR, Heidelberg University
310 E. Market St., Tiffin, OH
rconfeso@heidelberg.edu
Voice: 419-448-2204
Acknowledgment
GLRI-CSMI Grant
4R Research Project
USDA-NRCS-CIG Grant No. 69-3A75-13-216
2015 Seasonal HAB forecast
MOTIVATION
BMPs – Best Management Practices:
Necessary for nutrient export reduction from
agricultural lands <= desired ecological
responses.
Limited funding <= targeted implementation.
Target: Critical source areas (CSAs)
CRITICAL SOURCE AREAs
Areas that are most vulnerable to nutrient and
sediment loss.
Identification traditionally based from risk indices,
e.g., Phosphorus Index:
TransportPollutant
Source
CSA
Critical Source Areas (CSAs) concept
A pollutant source (e.g.,
P, N, sediment) interacts
with active hydrologic
transport mechanisms.
CRITICAL SOURCE AREAs
Pollutant Source - depends on land use and
management: tilled land -- sediment; elevated soil
P, excessive P application -- P loss.
Transport potential - factors that affect hydrologic
path/transport mechanism:
hydrologic soil group, drainage class.
slope/terrain.
land use/cover.
hydrologic connectivity.
CRITICAL SOURCE AREAs
80% of the pollution comes from 20% problem area?
Acute vs. chronic sources?
Info to consider:
In the Sandusky watershed , the median M3-P soil
test at 0-1 in is ~60ppm.
NW Ohio Ag is highly-tiled system (as close as 20ft)
FURTHERMORE...
The pollutant source and transport potential factors
are taken into account in agricultural watershed
models (e.g., SWAT, APEX, AGNPS, etc).
A word of caution:
"...all models are wrong...”
“… the only question of interest is:
‘Is the model illuminating and useful?’”
- George E.P. Box -
Terrain
Weather
Soil
Land use/
crop cover Agricultural practices & mgt.:
tillage, fertilizer, etc.
Flow,
sediment,
nutrients
(N & P),
etc.
Main SWAT Components
APPROACH
Implement a highly detailed Soil and Water
Assessment Tool (SWAT) model setup
OBJECTIVES
1.Identify CSAs.
2.Evaluate the characteristics of these CSAs.
Digital elevation model
(slope/terrain)
Land use/
crop cover
Soil type
+
+
The hydrologic response unit (HRU)- SWAT’s basic spatial
unit: unique combination of slope, landuse, & soil.
HRU CAVEAT
2008
2009
2010
2011Soybean
Soybean
corn
corn
4-Yr (2008 to 2011) crop rotation in a selected hru:
CORN-SOYBEAN-CORN-SOYBEAN
Based from USDA Crop Data Layer
SWAT SETUP
Project Area/Watershed
Sandusky Watershed, northwest Ohio.
Area: 1250 mi2 = 3236 km2 at USGS gage
station in Fremont, OH
Sub-basin/HRU Delineation
373 Sub-basins
4350 (40/20/20 ha) HRUs
ArcSWAT2009; SWAT2009 rev 488
SWAT SETUP: Management practices
Corn
Fall Tillage Chisel Plow GE 23 ft
Fall Fertilizer 11-52-00 (115 kg/ha, 0.2 frt_sur)
Late April-Early May Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur)
Mid Apr-Mid May Plant Corn
1 month after plant Fertilizer Anh. NH4 (120 kg/ha, 0.05 frt_sur)
5 months after plant +/- 5 days Harvest and Kill
Corn doubled with soy
Fall Tillage Chisel Plow
Fall Fertilizer 11-52-00 (210 kg/ha, 0.2 frt_sur)
Late April-Early May Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur)
Mid Apr-Mid May Plant Corn
1 month after plant Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur)
5 months after plant +/- 5 days Harvest and Kill
Late Spring Plant SOY
5 months after plant +/- 10 days Harvest and Kill
SWAT SETUP: Management practices
Soybeans
Winter wheat
Late Apr to Mid-May Plant SOY
Mid Apr Fertilizer 11-52-00 (95kg/ha, 1 frt_sur)
5 months after plant +/- 10 days Harvest and Kill
Mid October Fertilizer 18-46-00 (130 kg/ha, 0.2 frt_sur)
Mid/Late October Plant WWHEAT
Late March Fertilizer 46-00-00 (210 kg/ha, 0.2 frt_sur)
Early-Late July Harvest and Kill
SOME RESULTS…
Water Year
2008 2009 2010 2011
Annualwateryield,cm
0
25
50
75
Water Yield
Simulated annual dissolved P exports
2008 2009
Simulated annual dissolved P exports
2009 2010
Simulated annual dissolved P exports
2010 2011
Simulated
annual
dissolved
P exports
2008 2009
2010 2011
Simulated annual dissolved P exports, kg/ha
2008 2009
2010 2011
Simulated
annual
sediment
yield
2008 2009
2010 2011
Management practices
CPBCast CPInject MPInject No_Till NTBCast NTInject
ChangeinSRPexport,kg/ha-yr
-0.3
-0.2
-0.1
0.0
0.1
0.2
0.3
0.4
0.5
Several Scenarios
Baseline reference
SUMMARY/TAKE HOME
Critical areas are changing with time and space.
Traditional concept of CSA may not be
applicable to NW OH (Tile drain connectivity)
Targeting CSAs may not be enough to attain load
reduction goals.
Watershed-wide implementation of “cultural”
(e.g. 4R) BMPs rather than structural is needed.
NEXT STEPS/ONGOING
Convert to SWAT2012.
Update to include 2014 (2008-2014).
Include point sources.
Implement in the Maumee watershed.
More BMP scenarios.
Climate Change?
Rem Confesor Jr.
National Center for Water Quality Research
Heidelberg University
310 E. Market St., Tiffin, OH
rconfeso@heidelberg.edu
Voice: 419-448-2204
THANKS!!!

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Shooting a Moving Target: A Dissolved Phosphorus Problem Paradigm - confesor

  • 1. SHOOTING A MOVING TARGET: A DISSOLVED PHOSPHORUS PROBLEM PARADIGM Rem Confesor Jr. Laura Johnson Dave Baker Ken Krieger NCWQR, Heidelberg University 310 E. Market St., Tiffin, OH rconfeso@heidelberg.edu Voice: 419-448-2204
  • 2. Acknowledgment GLRI-CSMI Grant 4R Research Project USDA-NRCS-CIG Grant No. 69-3A75-13-216
  • 3. 2015 Seasonal HAB forecast
  • 4. MOTIVATION BMPs – Best Management Practices: Necessary for nutrient export reduction from agricultural lands <= desired ecological responses. Limited funding <= targeted implementation. Target: Critical source areas (CSAs)
  • 5. CRITICAL SOURCE AREAs Areas that are most vulnerable to nutrient and sediment loss. Identification traditionally based from risk indices, e.g., Phosphorus Index: TransportPollutant Source CSA Critical Source Areas (CSAs) concept A pollutant source (e.g., P, N, sediment) interacts with active hydrologic transport mechanisms.
  • 6. CRITICAL SOURCE AREAs Pollutant Source - depends on land use and management: tilled land -- sediment; elevated soil P, excessive P application -- P loss. Transport potential - factors that affect hydrologic path/transport mechanism: hydrologic soil group, drainage class. slope/terrain. land use/cover. hydrologic connectivity.
  • 7. CRITICAL SOURCE AREAs 80% of the pollution comes from 20% problem area? Acute vs. chronic sources? Info to consider: In the Sandusky watershed , the median M3-P soil test at 0-1 in is ~60ppm. NW Ohio Ag is highly-tiled system (as close as 20ft)
  • 8. FURTHERMORE... The pollutant source and transport potential factors are taken into account in agricultural watershed models (e.g., SWAT, APEX, AGNPS, etc).
  • 9. A word of caution: "...all models are wrong...”
  • 10. “… the only question of interest is: ‘Is the model illuminating and useful?’” - George E.P. Box -
  • 11. Terrain Weather Soil Land use/ crop cover Agricultural practices & mgt.: tillage, fertilizer, etc. Flow, sediment, nutrients (N & P), etc. Main SWAT Components
  • 12. APPROACH Implement a highly detailed Soil and Water Assessment Tool (SWAT) model setup OBJECTIVES 1.Identify CSAs. 2.Evaluate the characteristics of these CSAs.
  • 13. Digital elevation model (slope/terrain) Land use/ crop cover Soil type + + The hydrologic response unit (HRU)- SWAT’s basic spatial unit: unique combination of slope, landuse, & soil.
  • 15. 2008 2009 2010 2011Soybean Soybean corn corn 4-Yr (2008 to 2011) crop rotation in a selected hru: CORN-SOYBEAN-CORN-SOYBEAN Based from USDA Crop Data Layer
  • 16. SWAT SETUP Project Area/Watershed Sandusky Watershed, northwest Ohio. Area: 1250 mi2 = 3236 km2 at USGS gage station in Fremont, OH Sub-basin/HRU Delineation 373 Sub-basins 4350 (40/20/20 ha) HRUs ArcSWAT2009; SWAT2009 rev 488
  • 17. SWAT SETUP: Management practices Corn Fall Tillage Chisel Plow GE 23 ft Fall Fertilizer 11-52-00 (115 kg/ha, 0.2 frt_sur) Late April-Early May Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur) Mid Apr-Mid May Plant Corn 1 month after plant Fertilizer Anh. NH4 (120 kg/ha, 0.05 frt_sur) 5 months after plant +/- 5 days Harvest and Kill Corn doubled with soy Fall Tillage Chisel Plow Fall Fertilizer 11-52-00 (210 kg/ha, 0.2 frt_sur) Late April-Early May Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur) Mid Apr-Mid May Plant Corn 1 month after plant Fertilizer Anh. NH4 (100 kg/ha, 0.05 frt_sur) 5 months after plant +/- 5 days Harvest and Kill Late Spring Plant SOY 5 months after plant +/- 10 days Harvest and Kill
  • 18. SWAT SETUP: Management practices Soybeans Winter wheat Late Apr to Mid-May Plant SOY Mid Apr Fertilizer 11-52-00 (95kg/ha, 1 frt_sur) 5 months after plant +/- 10 days Harvest and Kill Mid October Fertilizer 18-46-00 (130 kg/ha, 0.2 frt_sur) Mid/Late October Plant WWHEAT Late March Fertilizer 46-00-00 (210 kg/ha, 0.2 frt_sur) Early-Late July Harvest and Kill
  • 20. Water Year 2008 2009 2010 2011 Annualwateryield,cm 0 25 50 75 Water Yield
  • 21. Simulated annual dissolved P exports 2008 2009
  • 22. Simulated annual dissolved P exports 2009 2010
  • 23. Simulated annual dissolved P exports 2010 2011
  • 25. Simulated annual dissolved P exports, kg/ha 2008 2009 2010 2011
  • 27. Management practices CPBCast CPInject MPInject No_Till NTBCast NTInject ChangeinSRPexport,kg/ha-yr -0.3 -0.2 -0.1 0.0 0.1 0.2 0.3 0.4 0.5 Several Scenarios Baseline reference
  • 28. SUMMARY/TAKE HOME Critical areas are changing with time and space. Traditional concept of CSA may not be applicable to NW OH (Tile drain connectivity) Targeting CSAs may not be enough to attain load reduction goals. Watershed-wide implementation of “cultural” (e.g. 4R) BMPs rather than structural is needed.
  • 29. NEXT STEPS/ONGOING Convert to SWAT2012. Update to include 2014 (2008-2014). Include point sources. Implement in the Maumee watershed. More BMP scenarios. Climate Change?
  • 30. Rem Confesor Jr. National Center for Water Quality Research Heidelberg University 310 E. Market St., Tiffin, OH rconfeso@heidelberg.edu Voice: 419-448-2204 THANKS!!!

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