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12/9/2015
1
Field scale, edge-of-field
monitoring of surface
water quality in the
lower mississippi river
basin
Michele L. Reba, PhD, PE
USDA-Agricultural Research Service
Delta Water Management Research Unit
michele.reba@ars.usda.gov
Outline
• Motivation
• MRBI Edge-of-field monitoring
• Related research studies
4.804 M ac
8.297 M ac
7.862 M ac
4.489 M ac
2012 Census
4.461 M ac
5.010 M ac
8.559 M ac
8.016 M ac
2007 Census
Arkansas
Texas
California
Nebraska
Alluvial Aquifer
• 2012 (Mgal/d)
• Pumped: 8,036
• Sustainable Yield: 3,374
• Unmet Demand: 4,462
• Agriculture 98%
Source: Arkansas Natural Resources Commission 2015
Clark et al. (2011)
12/9/2015
2
Water Quality
• Excess Nutrients
• Nitrogen
• Phosphorus
• Hypoxia
• < 2 ppm DO
• Sparrow model
• (Rebich et al., 2011)
• 32% N
• 50% P
Figure source: www.usepa.gov
Motivation
• Irrigation is key to
reducing production
variability
• Irrigate smarter
• Reduce inputs
• Improve profit
• Reduce excess nutrients
• Challenge
• Agro-economic
• Environmental
Mississippi River Basin Healthy
watersheds Initiative (MRBI)
• 13 states
• Facilitate implementation of
conservation practices
• Avoid, control & trap
nutrient runoff
• Maintain productivity
• Programs
• Cooperative Conservation
Partnership Initiative (CCPI)
• Wetlands Reserve
Enhancement Program
(WREP)
• Arkansas
• Conservation Practices
Conservation
Practices
• Monitoring
• Nutrient management
• Water management
• Irrigation management
• Cover crops
• Conservation tillage
• Grassed ways
• Riparian buffer
• Surface water storage
• Shallow water
development for wildlife
Collaborators Statewide Network
12/9/2015
3
Study Sites Edge-of-Field
Data Collection
• Velocity
• Depth
• Turbidity
• Water sample
• Sediment
• Nutrients
• Event trigger
• Remote upload
Nutrient Analysis
• Sediment
• TSS (APHA 2005 method 2540 D)
• Suspended sediment cnc. (ASTM Method D3977-97)
• Nitrate
• APHA (2005) method 4500-NO3-E
• Cd reduction & analyzed as NO2 colorimetric reaction
• MDL: 0.02 mg N/L, Range: 0.2 – 5 mg N/L
• Orthophosphate
• APHA (2005) method 4500-P E
• Ascorbic acid method
• MDL: 0.01 mg/L, Range: 0.05 – 1.0 mg P/L
Little River Ditches MRBI
Caraway, AR
• Cotton
• One pair
• Two 75-acre
• Sandy Loam
Cover crop
Case study
• 2011/2012 and 2012/2013 fallow
season
• P & K Fall application (Oct)
• Plant cover crop wheat (Nov)
• Terminate cover crop
• (3-4 weeks before planting, ~early
April)
• Plant cotton (early May)
• Nitrogen: liquid knife 120 units N
per acre (early June)
• Harvest (October)
Photo Credit: Dr. Tina Gray Teague
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
11/17/11 11/22/11 12/5/11 11/12/12 1/30/13 2/19/13 2/22/13 2/26/13
DissolvedPO4(mg/L)
Event Date
Conservation
Conventional
Dissolved PO4
12/9/2015
4
0
10
20
30
40
50
60
70
11/17/11 11/22/11 12/5/11 11/12/12 1/30/13 2/19/13 2/22/13 2/26/13
SuspendedSedimentConcentation(g/L)
Event Date
Conservation
Conventional
Suspended Sediment CNC
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
2.0
P04 Dis Total P N03 Dis N02 Dis Total N
mg/L
Conservation
Conventional
0.0
5.0
10.0
15.0
20.0
25.0
30.0
P04 Dis Total P N03 Dis N02 Dis Total N Sediment
Conservation
Conventional
0.00
0.50
1.00
1.50
2.00
2.50
3.00
3.50
4.00
4.50
Conservation P04 Conventional P04 Conservation N03 Conventional N03 Conservation N02 Conventional N02
mg/L
Nutrients
Caraway 2012 & 2013 Winter
0
10
20
30
40
50
60
70
Conservation Sediment Conventional Sediment
g/L
Sediment
Caraway 2012 & 2013 Winter
• No statistical difference in any comparisons by t-test and Wilcoxon Rank-Sum test
• Reduction in variability at conservation field
Cotton Study Sites
2014
• Sandy Loam
• Variable
• 38 acre field split
• Year 1 of 2 years of baseline
• 2012/2013 winter cover crops
• Practices
• Oat cover crop (Nov)
• Oat terminated (April)
• Tillage-do all
• Liquid N 35 lb/ac, Broadcast N
110 lb/ac, KO2 41 lb/ac (June 19)
• Harvest (Oct 22)
• Terra Till
• Winter wheat cover crop (Nov)
• Sharkey Clay
• 3 field pair (40-acre)
• Year 1 of 2 years of baseline
• Rice/soybean rotation
• Practices
• Pre-plant N 30 lb/ac
• Tandom disk till
• Pre-flood N 86 lb/ac
• Harvest 190 lb/ac (XL 753)
• Burn stubble
Rice Study Sites
2014
Nutrients 2014
0.000
0.100
0.200
0.300
0.400
0.500
0.600
0.700
DISSOLVED PO4
(lb/ac)
TOTAL P (lb/ac) DISSOLVED NO3
(lb/ac)
DISSOLVED NO2
(lb/ac)
TOTAL N (lb/ac)
Load(lb/ac)
COTTON-CONTROL COTTON-TREATMENT RICE-CONTROL
RICE-TREATMENT 1 RICE-TREATMENT 2
• No statistical difference in any comparisons for paired events by t-test and
Wilcoxon Rank-Sum test
• Sum of total N: 2 & 4.5% of applied N in rice (25 and 29 samples)
12/9/2015
5
Ghg reduction
irrigation mngmt
Site
• 4 new MRBI sites
• Rice/soybean
• NE Arkansas
Alternate Wetting &
Drying
• GHG benefit
• Reduce water use
• Sustain yield & milling quality
CEAP Watershed
In-stream Water
Quality Study
• Monitor nutrients and sediments year round in-stream
(drainage ditches).
• Validate model simulations of nutrients and sediment
transport in irrigated agricultural land in the Little River
Ditches (080202040804) and Lower St. Francis
(080202031301) basin using both EOF and in-stream
monitoring (ISM) data.
• Develop an improved understanding of nutrient and
sediment transport, transformations and the hydrology in an
irrigated landscape.
In-stream Water
Quality Study
Little River Drainage Basin HUC
080202040804
Approximately 10,000 acres (4047 Ha)
Ditch no. 14-Buffalo Creek Ditch
Little River Ditches Basin
W1
W9W5
W7
W3
Inlet ditch
In-stream stations
EOF stations
In-stream Water
Quality Study
Lower St. Francis Basin HUC
080202031301
Approximately 5,000 acres (2023 Ha)
Ditch no. 1-St. Francis River
12/9/2015
6
M2 M8
M10
M6
Inlet ditch
In-stream stations
EOF stations
M4
Lower St. Francis Basin Instrumentation
Per watershed
• 3 Isco autosamplers
• 3 area-velocity sensors and modules
• 2 trolls (water depth sensors)
• 3 to 5 DS5X sondes
• 2 OBS 500 sensors
× 2
Edge-of field
(5)
Nutrients
Grab,event
Lab
NO3, NO2,
TN, TP, SP
Sediments
Grab, event
Lab
SSC, TDS,
TSS
Continuous
OBS300
Turbidity
Flow
Continuous
ISCO
Rainfall,
H, V, Q
In-stream (10)
Nutrients
Grab, weekly
Lab
NO3, NO2,
TN, TP, SP
Continuous
Sonde
pH, NO3,
NH4, DO, T
Sediments
Grab, weekly
Lab
SSC, TDS,
TSS
Continuous
Sonde
TDS,
Turbidity
Flow
Continuous
Isco
H, V, Q
Modeling
APEX, AnnAGNPS
Autosampler Area-velocity
sensor
Sonde
deployed
in ditch
Laboratory
calibration of
sonde
monitoring Select Data: Turbidity and
nitrate
LowerSt.FrancisBasin
0
10
20
30
4/6 5/6 6/5 7/5 8/4 9/3 10/3
Nitrate,mgN
/l
Date
Downstrea
m
Upstream
Select Data: Nitrate (grab)
and nitrate (15 min)
Grab samples
Sonde
measurement
LowerSt.FrancisBasin
0
1
2
3
4
4/6 5/6 6/5 7/5 8/4 9/3 10/3
Nitrate,mgN
/L
Date
Downstream
Midstream
Upstream
Ceap effort
• Nearly 1 full year of data
• Modeling
• AnnAGNPS
• APEX
• Sampling strategies
• Grab
• Passive
• Continuous
• Biological analysis
12/9/2015
7
summary
• Edge-of-field measurements
• Cover crops
• No statistical difference
• Baseline Year 1
• No statistical difference
• Off season spikes
• Additional analysis
• Long-term view
• State-wide network
• Future effort
• Inform in-stream impacts
• Co-benefits of management
Thank you
• Collaborators/Contributors
• Nadine Straitt (funded through CIG-Daniels)
• Dr. Niroj Aryal (funded through CEAP watersheds)
• Delta Water Management Research Unit
• Arkansas State University
• Dr. Tina Gray Teague
• Ecotoxicology Res. Lab
• Conservation Districts
• Producers
Michele L. Reba, PhD, PE
Research Hydrologist
USDA-ARS
Delta Water Management Research Unit
michele.reba@ars.usda.gov

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Reba - Field Scale Edge of Field Monitoring

  • 1. 12/9/2015 1 Field scale, edge-of-field monitoring of surface water quality in the lower mississippi river basin Michele L. Reba, PhD, PE USDA-Agricultural Research Service Delta Water Management Research Unit michele.reba@ars.usda.gov Outline • Motivation • MRBI Edge-of-field monitoring • Related research studies 4.804 M ac 8.297 M ac 7.862 M ac 4.489 M ac 2012 Census 4.461 M ac 5.010 M ac 8.559 M ac 8.016 M ac 2007 Census Arkansas Texas California Nebraska Alluvial Aquifer • 2012 (Mgal/d) • Pumped: 8,036 • Sustainable Yield: 3,374 • Unmet Demand: 4,462 • Agriculture 98% Source: Arkansas Natural Resources Commission 2015 Clark et al. (2011)
  • 2. 12/9/2015 2 Water Quality • Excess Nutrients • Nitrogen • Phosphorus • Hypoxia • < 2 ppm DO • Sparrow model • (Rebich et al., 2011) • 32% N • 50% P Figure source: www.usepa.gov Motivation • Irrigation is key to reducing production variability • Irrigate smarter • Reduce inputs • Improve profit • Reduce excess nutrients • Challenge • Agro-economic • Environmental Mississippi River Basin Healthy watersheds Initiative (MRBI) • 13 states • Facilitate implementation of conservation practices • Avoid, control & trap nutrient runoff • Maintain productivity • Programs • Cooperative Conservation Partnership Initiative (CCPI) • Wetlands Reserve Enhancement Program (WREP) • Arkansas • Conservation Practices Conservation Practices • Monitoring • Nutrient management • Water management • Irrigation management • Cover crops • Conservation tillage • Grassed ways • Riparian buffer • Surface water storage • Shallow water development for wildlife Collaborators Statewide Network
  • 3. 12/9/2015 3 Study Sites Edge-of-Field Data Collection • Velocity • Depth • Turbidity • Water sample • Sediment • Nutrients • Event trigger • Remote upload Nutrient Analysis • Sediment • TSS (APHA 2005 method 2540 D) • Suspended sediment cnc. (ASTM Method D3977-97) • Nitrate • APHA (2005) method 4500-NO3-E • Cd reduction & analyzed as NO2 colorimetric reaction • MDL: 0.02 mg N/L, Range: 0.2 – 5 mg N/L • Orthophosphate • APHA (2005) method 4500-P E • Ascorbic acid method • MDL: 0.01 mg/L, Range: 0.05 – 1.0 mg P/L Little River Ditches MRBI Caraway, AR • Cotton • One pair • Two 75-acre • Sandy Loam Cover crop Case study • 2011/2012 and 2012/2013 fallow season • P & K Fall application (Oct) • Plant cover crop wheat (Nov) • Terminate cover crop • (3-4 weeks before planting, ~early April) • Plant cotton (early May) • Nitrogen: liquid knife 120 units N per acre (early June) • Harvest (October) Photo Credit: Dr. Tina Gray Teague 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 11/17/11 11/22/11 12/5/11 11/12/12 1/30/13 2/19/13 2/22/13 2/26/13 DissolvedPO4(mg/L) Event Date Conservation Conventional Dissolved PO4
  • 4. 12/9/2015 4 0 10 20 30 40 50 60 70 11/17/11 11/22/11 12/5/11 11/12/12 1/30/13 2/19/13 2/22/13 2/26/13 SuspendedSedimentConcentation(g/L) Event Date Conservation Conventional Suspended Sediment CNC 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 P04 Dis Total P N03 Dis N02 Dis Total N mg/L Conservation Conventional 0.0 5.0 10.0 15.0 20.0 25.0 30.0 P04 Dis Total P N03 Dis N02 Dis Total N Sediment Conservation Conventional 0.00 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00 4.50 Conservation P04 Conventional P04 Conservation N03 Conventional N03 Conservation N02 Conventional N02 mg/L Nutrients Caraway 2012 & 2013 Winter 0 10 20 30 40 50 60 70 Conservation Sediment Conventional Sediment g/L Sediment Caraway 2012 & 2013 Winter • No statistical difference in any comparisons by t-test and Wilcoxon Rank-Sum test • Reduction in variability at conservation field Cotton Study Sites 2014 • Sandy Loam • Variable • 38 acre field split • Year 1 of 2 years of baseline • 2012/2013 winter cover crops • Practices • Oat cover crop (Nov) • Oat terminated (April) • Tillage-do all • Liquid N 35 lb/ac, Broadcast N 110 lb/ac, KO2 41 lb/ac (June 19) • Harvest (Oct 22) • Terra Till • Winter wheat cover crop (Nov) • Sharkey Clay • 3 field pair (40-acre) • Year 1 of 2 years of baseline • Rice/soybean rotation • Practices • Pre-plant N 30 lb/ac • Tandom disk till • Pre-flood N 86 lb/ac • Harvest 190 lb/ac (XL 753) • Burn stubble Rice Study Sites 2014 Nutrients 2014 0.000 0.100 0.200 0.300 0.400 0.500 0.600 0.700 DISSOLVED PO4 (lb/ac) TOTAL P (lb/ac) DISSOLVED NO3 (lb/ac) DISSOLVED NO2 (lb/ac) TOTAL N (lb/ac) Load(lb/ac) COTTON-CONTROL COTTON-TREATMENT RICE-CONTROL RICE-TREATMENT 1 RICE-TREATMENT 2 • No statistical difference in any comparisons for paired events by t-test and Wilcoxon Rank-Sum test • Sum of total N: 2 & 4.5% of applied N in rice (25 and 29 samples)
  • 5. 12/9/2015 5 Ghg reduction irrigation mngmt Site • 4 new MRBI sites • Rice/soybean • NE Arkansas Alternate Wetting & Drying • GHG benefit • Reduce water use • Sustain yield & milling quality CEAP Watershed In-stream Water Quality Study • Monitor nutrients and sediments year round in-stream (drainage ditches). • Validate model simulations of nutrients and sediment transport in irrigated agricultural land in the Little River Ditches (080202040804) and Lower St. Francis (080202031301) basin using both EOF and in-stream monitoring (ISM) data. • Develop an improved understanding of nutrient and sediment transport, transformations and the hydrology in an irrigated landscape. In-stream Water Quality Study Little River Drainage Basin HUC 080202040804 Approximately 10,000 acres (4047 Ha) Ditch no. 14-Buffalo Creek Ditch Little River Ditches Basin W1 W9W5 W7 W3 Inlet ditch In-stream stations EOF stations In-stream Water Quality Study Lower St. Francis Basin HUC 080202031301 Approximately 5,000 acres (2023 Ha) Ditch no. 1-St. Francis River
  • 6. 12/9/2015 6 M2 M8 M10 M6 Inlet ditch In-stream stations EOF stations M4 Lower St. Francis Basin Instrumentation Per watershed • 3 Isco autosamplers • 3 area-velocity sensors and modules • 2 trolls (water depth sensors) • 3 to 5 DS5X sondes • 2 OBS 500 sensors × 2 Edge-of field (5) Nutrients Grab,event Lab NO3, NO2, TN, TP, SP Sediments Grab, event Lab SSC, TDS, TSS Continuous OBS300 Turbidity Flow Continuous ISCO Rainfall, H, V, Q In-stream (10) Nutrients Grab, weekly Lab NO3, NO2, TN, TP, SP Continuous Sonde pH, NO3, NH4, DO, T Sediments Grab, weekly Lab SSC, TDS, TSS Continuous Sonde TDS, Turbidity Flow Continuous Isco H, V, Q Modeling APEX, AnnAGNPS Autosampler Area-velocity sensor Sonde deployed in ditch Laboratory calibration of sonde monitoring Select Data: Turbidity and nitrate LowerSt.FrancisBasin 0 10 20 30 4/6 5/6 6/5 7/5 8/4 9/3 10/3 Nitrate,mgN /l Date Downstrea m Upstream Select Data: Nitrate (grab) and nitrate (15 min) Grab samples Sonde measurement LowerSt.FrancisBasin 0 1 2 3 4 4/6 5/6 6/5 7/5 8/4 9/3 10/3 Nitrate,mgN /L Date Downstream Midstream Upstream Ceap effort • Nearly 1 full year of data • Modeling • AnnAGNPS • APEX • Sampling strategies • Grab • Passive • Continuous • Biological analysis
  • 7. 12/9/2015 7 summary • Edge-of-field measurements • Cover crops • No statistical difference • Baseline Year 1 • No statistical difference • Off season spikes • Additional analysis • Long-term view • State-wide network • Future effort • Inform in-stream impacts • Co-benefits of management Thank you • Collaborators/Contributors • Nadine Straitt (funded through CIG-Daniels) • Dr. Niroj Aryal (funded through CEAP watersheds) • Delta Water Management Research Unit • Arkansas State University • Dr. Tina Gray Teague • Ecotoxicology Res. Lab • Conservation Districts • Producers Michele L. Reba, PhD, PE Research Hydrologist USDA-ARS Delta Water Management Research Unit michele.reba@ars.usda.gov