SlideShare a Scribd company logo
Source and
transport
controls on
nutrient delivery
to tile drains
Williams, Penn, and McAfee
Terminology
Fertilizer P
fertilizer that hasn’t equilibrated with the
soil; “new P” or “incidental P”
Soil P P that is loosely or strongly bound to the
soil; “old P” or “legacy P”
water stored in the soil profile; “old water”
or “pre-event water"
Soil water
Groundwater
Discharge &
concentration
“new water” or “event water"
Precipitation
Objectives
Determine dominant water flow paths to tile drains and
factors that may influence this partitioning
Quantify DRP fluxes and the relative contribution of recent
nutrient management practices to overall losses
Assess linkages between water flow paths and nutrient
delivery to tile drains
Field data
Daily tile discharge and water quality
Weekly precipitation, groundwater (2 m), and
soil water sampling (10-80 cm)
June 2017 – August 2019
Tile water is…mostly groundwater, some
soil water, and a little precipitation
Percent
of
Tile
Q
0
20
40
60
80
100
Check out
our poster!
0
10
20
30
40
50
0 0.5 1 1.5 2 2.5
Tile
Q
(mm)
Water table depth (m)
0.0
0.2
0.4
0.6
0.8
1.0
WT<1m
91% of total Q
Fraction
of
tile
Q
WT>1m
9% of total Q
0.0
0.2
0.4
0.6
0.8
1.0
Discharge and
water sources
vary with
antecedent
conditions
Dissolved reactive P concentration
Fertilizer application
Nutrient management matters!
But…let’s first consider soil P loss
and periods without fertilizer
application
R² = 0.1146
0.0
0.1
0.2
0.3
0.0 0.3 0.5 0.8 1.0
R² = 0.4777
0.0
0.1
0.2
0.3
0.0 0.3 0.5 0.8 1.0
R² = 0.5342
0.0
0.1
0.2
0.3
0.0 0.3 0.5 0.8 1.0
DRP
concentration
(mg/L)
Qprecip/Q
Qsoil/Q
Qgw/Q
Water sources from
near the soil surface
= greater DRP
concentration
Discharge and water sources vary with
antecedent conditions impacting DRP
0
10
20
30
40
50
0 0.5 1 1.5 2 2.5
Tile
Q
(mm)
Water table depth (m)
0.0
0.2
0.4
0.6
0.8
1.0
WT<1m
91% of total Q
Fraction
of
tile
Q
WT>1m
9% of total Q
0.0
0.2
0.4
0.6
0.8
1.0
<1m >1m
DRP
(mg/L)
WT<1m
Lower, less variable DRP
WT>1m
Greater, more variable DRP
Groundwater
Soil water
Precipitation
Soil water
Groundwater
Precipitation
DRP
(mg/L)
DRP
(mg/L)
WET conditions
DRY conditions
• Water table at/above tile depth
• Large flows ∝ precipitation
• Groundwater dominated
• Lower, less variable DRP
• Water table at/below tile depth
• Small or negligible flows
• Soil water/precip. dominated
• Greater, more variable DRP
The tale of two fertilizer applications
Fertilizer application
Fall 2017 Spring 2019
35.6 kg P/ha
Broadcast
Dry conditions…
followed by a few
large (relative) flow
events
Max DRP=5.62 mg/L
19.4 kg P/ha
Subsurface with planter
Wet conditions…
followed by a few small
(relative) flow events
Max DRP=0.36 mg/L
Fall 2017 Spring 2019
Fertilizer P = 44%
Soil P = 56%
Fertilizer timing and placement could
have decreased DRP loss by ~40%
Why you
should care
In our data collection and
modeling, we tend to focus on
the preferential flows
But…groundwater dynamics have
a strong influence on discharge
and DRP transport
1. Largest component of flow
2. Hydrologic buffer (dilution)
3. Chemical buffer (contact
time)
So, we need to study both!
Quantifying the
interaction between
P source and
transport is critical
for effective P
management
Want
more?
mark.williams2@usda.gov

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August 31 - 0330 - Mark Williams

  • 1. Source and transport controls on nutrient delivery to tile drains Williams, Penn, and McAfee
  • 2. Terminology Fertilizer P fertilizer that hasn’t equilibrated with the soil; “new P” or “incidental P” Soil P P that is loosely or strongly bound to the soil; “old P” or “legacy P” water stored in the soil profile; “old water” or “pre-event water" Soil water Groundwater Discharge & concentration “new water” or “event water" Precipitation
  • 3. Objectives Determine dominant water flow paths to tile drains and factors that may influence this partitioning Quantify DRP fluxes and the relative contribution of recent nutrient management practices to overall losses Assess linkages between water flow paths and nutrient delivery to tile drains
  • 4. Field data Daily tile discharge and water quality Weekly precipitation, groundwater (2 m), and soil water sampling (10-80 cm) June 2017 – August 2019
  • 5. Tile water is…mostly groundwater, some soil water, and a little precipitation Percent of Tile Q 0 20 40 60 80 100 Check out our poster!
  • 6. 0 10 20 30 40 50 0 0.5 1 1.5 2 2.5 Tile Q (mm) Water table depth (m) 0.0 0.2 0.4 0.6 0.8 1.0 WT<1m 91% of total Q Fraction of tile Q WT>1m 9% of total Q 0.0 0.2 0.4 0.6 0.8 1.0 Discharge and water sources vary with antecedent conditions
  • 7. Dissolved reactive P concentration Fertilizer application Nutrient management matters! But…let’s first consider soil P loss and periods without fertilizer application
  • 8. R² = 0.1146 0.0 0.1 0.2 0.3 0.0 0.3 0.5 0.8 1.0 R² = 0.4777 0.0 0.1 0.2 0.3 0.0 0.3 0.5 0.8 1.0 R² = 0.5342 0.0 0.1 0.2 0.3 0.0 0.3 0.5 0.8 1.0 DRP concentration (mg/L) Qprecip/Q Qsoil/Q Qgw/Q Water sources from near the soil surface = greater DRP concentration
  • 9. Discharge and water sources vary with antecedent conditions impacting DRP 0 10 20 30 40 50 0 0.5 1 1.5 2 2.5 Tile Q (mm) Water table depth (m) 0.0 0.2 0.4 0.6 0.8 1.0 WT<1m 91% of total Q Fraction of tile Q WT>1m 9% of total Q 0.0 0.2 0.4 0.6 0.8 1.0 <1m >1m DRP (mg/L) WT<1m Lower, less variable DRP WT>1m Greater, more variable DRP
  • 10. Groundwater Soil water Precipitation Soil water Groundwater Precipitation DRP (mg/L) DRP (mg/L) WET conditions DRY conditions • Water table at/above tile depth • Large flows ∝ precipitation • Groundwater dominated • Lower, less variable DRP • Water table at/below tile depth • Small or negligible flows • Soil water/precip. dominated • Greater, more variable DRP
  • 11. The tale of two fertilizer applications Fertilizer application Fall 2017 Spring 2019 35.6 kg P/ha Broadcast Dry conditions… followed by a few large (relative) flow events Max DRP=5.62 mg/L 19.4 kg P/ha Subsurface with planter Wet conditions… followed by a few small (relative) flow events Max DRP=0.36 mg/L
  • 12. Fall 2017 Spring 2019 Fertilizer P = 44% Soil P = 56% Fertilizer timing and placement could have decreased DRP loss by ~40%
  • 13. Why you should care In our data collection and modeling, we tend to focus on the preferential flows But…groundwater dynamics have a strong influence on discharge and DRP transport 1. Largest component of flow 2. Hydrologic buffer (dilution) 3. Chemical buffer (contact time) So, we need to study both!
  • 14. Quantifying the interaction between P source and transport is critical for effective P management