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Phosphorus desorption kinetics under
flowing conditions: how physical and
chemical processes interact to control
concentrations and load
Chad Penn and Mark Williams
USDA Agricultural Research Service
National Soil Erosion Research Laboratory
Why we care about the
dissolved pool:
• It’s what plants truly uptake
• Stronger eutrophication agent
• More difficult to control or manipulate compared
to solid-bound/particulate P
– With regard to plant availability
– With regard to non-point drainage losses
• Dissolved P is dynamic
– Solubility varies with chemical conditions
– Behavior is a function of more than simple solubility
• Physical location, hydrology, kinetics
H+
H+
Quantity (Solid phase)
P-
H+
P2-
H+
H+
H+
P-
H+
H+
Precipitated minerals:
• Ca-P & Mg-P
• Al-P & Fe-P
Fe or Al
Oxygen
HPO4
2-
H2PO4
-
PO4
3-
sorption
precipitation
de-sorption
dissolution
Intensity
(solution phase)
Plant
uptake
Soil
Components
Iigand
exchange
Runoff
&leaching
precipitation
anion
exchange
• DP loss is flashy with most loss in large events
– True concentrations follows discharge flow rate
• Hydrology is partly controlling desorption from soil, not just loads!
• Current models cannot capture this variability. Why not?
King et al., 2017
Discharge
(m
3
s
-1
)
Field tile drain
(0.18 km2)
Portage River
(1100 km2)
Maumee River
(16000 km2)
Dissolved P is Dynamic
Movement between pools requires
time, not just thermodynamics
• Kinetics
• Depends on same properties that impact
equilibrium
Solid
Phase P
Solution P
A + B Y
𝑑 𝐴
𝑑𝑡
= −𝑘1 [𝐴][𝐵] + 𝑘−1[𝑌]
k1
k-1
It takes time and water to
desorb P
….Which is just another way of
saying “kinetics and
thermodynamic equilibrium”
+ =
P in water
Not just speed of chemical
reaction:
4. Chemical reaction (fast)
Weber, 1984
Chemical process of desorption is only
realized through physical processes
P desorption is not a purely
chemical process
Objective:
How does physical interaction of water impact
net measured desorption?
• Quantity
• Rate
We thoroughly studied a single high P soil to
understand this process before working on
other soils (Penn et al., 2022; Soil Processes)
Physio-chemical interaction
• Two most important physio-chemical
aspects to process of P desorption:
– Reaction order
• i.e. how does concentration affect desorption rate
• First-order is where thermodynamics meets
kinetics
– Dilution!
– Diffusion
• Both will impact P desorption quantity,
rate, and buffering
First-order means desorption
rate is concentration dependent
P desorption rate increases with disparity
between solid and solution phase concentration
– i.e. P desorption rate decreases with less dilution
or accumulation of solution P
• Lesser solution:soil ratio
Solid
Phase P
Slow desorption
rate
Solution P
concentration
Inflow from
Mariotte
bottle
Soil
0.45 𝜇m filter
Constant
water level
Peristaltic
pump
Outlet:
solution to
be analyzed
Tested a “fast” and “slow” flow rate (7 vs 0.13 mL/min)
Flow-Through Method
Flow rate makes a big
difference
0.0
0.5
1.0
1.5
2.0
2.5
0 5000 10000 15000 20000 25000 30000
P
desorbed
(mg
L
-1
)
Time (min)
Fast flow rate
Slow flow rate
Fast flow rate produces lower concentrations:
Flow rate makes a big
difference
BUT, higher flow rate desorbs P much faster than
the slow flow rate
0
50
100
150
200
250
300
350
400
0 5000 10000 15000 20000 25000
Cumulative
desorbed
P
(mg
kg-1)
Time (min)
Fast flow rate
Slow flow rate
Slope = P desorption rate
Desorption rate decreases as soil P is exhausted
Flow rate makes a big
difference
0
50
100
150
200
250
300
350
400
0 1 2 3 4 5 6
Cumulative
desorbed
P
(mg
kg-1)
Cumulative Volume (L)
However, slow flow rate desorbs a greater P
quantity at any given volume than fast flow rate
Fast flow rate
Slow flow rate
0
100
200
300
400
500
600
0 5,000 10,000 15,000 20,000 25,000 30,000
Cumulative
desorbed
P
(mg
kg
-1
)
Time (min)
Initial rapid phase
Secondary gradual
phase
2-stage first-order kinetics:
• Initial rapid desorption depletes labile pool
• Secondary gradual desorption limited by less-labile
pool
Diffusion and buffering
• Interruption tests indicate P desorption is
diffusion-limited
– Less diffusion limitation with slow flow rate
• Diffusion IS buffering
Start of run: A, A1, A2, A3
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0 200 400 600 800 1000 1200 1400
Desorption
rate
(mg
P
kg
-1
min
-1
)
Flow time (min)
Rep 1
Rep 2
A
A1
A2
A3
B B1
B2
B3
Flow interruption
Mineral
Film
Solution
sorption-
desorption
P
Labile P
Less-Labile P
P leaching
P
Slow Flow
• More effective diffusion to
replenish labile pool
• Labile pool depleted slowly
– Less-labile pool replenishment
“keeps up” for a time
Solution P
P
Labile P
Less-Labile P
P leaching
P
• Less effective diffusion
• Labile pool depleted rapidly
– Labile pool depleted MUCH
faster than it can be replenished
Fast Flow
Solution P
What we know
• P desorption quantity and rate are a
function of:
– Time and Water!
• Both captured by flow rate
• Physio-chemical process
• 2-stage first-order kinetics
– Initial rapid rate, secondary gradual release
– Dilution: via thermodynamics increases rate
• Desorption and buffering limited by diffusion
• Slow flow desorbs more P than fast flow,
but does it at a slower rate
How do soil properties affect
how flow rate influence P
desorption degree and kinetics?
> 30 soils
Soil property range mean max min median
Clay content (%) 16.7 6.5 17.5 0.8 6.0
pH 3.54 6.57 8.25 4.71 6.42
Soluble C (mg/kg) 501 284 616 115 207
Total C (g/kg) 34 20 39 5 18
M3-P 1378 260 1394 31.2 180
Water soluble P (mg/kg) 44.2 11.3 45.4 1.2 8.3
Pox (mg/kg) 7456 4003 7596 140 5379
Pox Saturation (%) 94 25.3 96.3 2.31 19.4
M3-P Saturation (%) 120 31.0 120 2.45 22.9
Total P desorbed at 2 L:
fast flow rate (mg/kg)
218 50.3 228 9.7 37.3
Total P desorbed at 2 L:
slow flow rate (mg/kg)
452 98.0 459 6.6 64.1
y = 0.36x + 8.9177
R² = 0.91
y = 0.16x + 9.1971
R² = 0.88
0
50
100
150
200
250
300
350
400
450
500
0 500 1000 1500
P
desorbed
after
2
L
inflow
(mg/kg)
M3-P (mg/kg)
Slow
Fast
Desorption quantity:
– Clearly more P released with slow flow and from soils
with greater soil M3-P
– Difference in P released between fast and slow flow
increased with increasing soil M3-P content
y = 0.001x + 0.0228
R² = 0.88
y = 0.0003x + 0.0212
R² = 0.91
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
0 500 1000 1500
desorption
rate
(mg/kg/min)
M3-P (mg/kg)
Initial rapid phase
Secondary gradual
phase
Desorption rate:
– Increased soil P concentration means faster P release
• i.e. First order kinetics
• Difference in P desorption rate between initial rapid phase and secondary
gradual phase increased with increasing soil M3-P content
Stepwise analysis (take it with a
grain of salt)
Significant variables identified:
– P desorbed at fast flow rate:
M3-P, WSP, pH, clay
– P desorbed at slow flow rate:
M3-P, clay, pH, DPS
– % difference between fast and slow rate:
WSP and clay
M3-P is obvious. What about
clay?
Contrast analysis
– Divided soils into two groups: sand
• (<10% clay) and clay (>10% clay)
– Removed 3 outliers with excessive M3-P
• (>550 mg/kg)
– Between the two texture groups, compared:
• M3-P, and P desorption quantity and rate for fast and
slow
M3-P
Clay Sand
vs.
M3-P M3-P
NS
Total P desorbed at fast FR
Clay Sand
vs.
P desorbed (Fast FR) P desorbed (Fast FR)
47 vs 32 mg/kg (p = 0.07)
Not much difference!
Total P desorbed at slow FR
Clay Sand
vs.
P desorbed (Slow FR) P desorbed (Slow FR)
105 vs. 53 mg/kg (p = 0.02)
BIG difference!
• Changes in FR may have a more dramatic
effect on clay soils than sandy. Why?
P desorbed: Initial rapid release rate
(mg/kg min and mg/kg hr)
Clay Sand
vs.
Fast FR Slow FR Fast FR Slow FR
joint
0.21 vs 0.20 mg/kg min (NS)
0.71 vs 0.42 mg/kg h (p = 0.03)
• Again, slow flow rate
allows for the desorption
potential of clays to be
more fully realized
– Differences become more
apparent
Why the differences between clay and
sand, especially at slow flow rate?
Clay soils are more buffered and
therefore a much larger less-labile pool
– Have much more total P for a given level of M3-
P compared to sandy soils
– Less-labile pool able to keep feeding the labile
pool faster for clays because of first order
kinetics (bigger pool = faster)
• BUT this potential is more fully realized at slower flow rates
– Clay soils have much more physical restrictions than sand, and therefore
are diffusion limited
» You overcome diffusion limitations at slower flow rates
» i.e. fast flow rates do not allow for less-labile P and diffusion as much
Who Cares?
• Understanding the nature of P behavior
will help us
– Improve transport models
– Create new P fertility recommendations
– Better target best management practices
• …..Because water-soil interactions matter!
Questions?
Chad.penn@ars.usda.gov
Twitter Handle: House of Phos

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August 31 - 0353 - Chad Penn

  • 1. Phosphorus desorption kinetics under flowing conditions: how physical and chemical processes interact to control concentrations and load Chad Penn and Mark Williams USDA Agricultural Research Service National Soil Erosion Research Laboratory
  • 2. Why we care about the dissolved pool: • It’s what plants truly uptake • Stronger eutrophication agent • More difficult to control or manipulate compared to solid-bound/particulate P – With regard to plant availability – With regard to non-point drainage losses • Dissolved P is dynamic – Solubility varies with chemical conditions – Behavior is a function of more than simple solubility • Physical location, hydrology, kinetics
  • 3. H+ H+ Quantity (Solid phase) P- H+ P2- H+ H+ H+ P- H+ H+ Precipitated minerals: • Ca-P & Mg-P • Al-P & Fe-P Fe or Al Oxygen HPO4 2- H2PO4 - PO4 3- sorption precipitation de-sorption dissolution Intensity (solution phase) Plant uptake Soil Components Iigand exchange Runoff &leaching precipitation anion exchange
  • 4. • DP loss is flashy with most loss in large events – True concentrations follows discharge flow rate • Hydrology is partly controlling desorption from soil, not just loads! • Current models cannot capture this variability. Why not? King et al., 2017 Discharge (m 3 s -1 ) Field tile drain (0.18 km2) Portage River (1100 km2) Maumee River (16000 km2) Dissolved P is Dynamic
  • 5. Movement between pools requires time, not just thermodynamics • Kinetics • Depends on same properties that impact equilibrium Solid Phase P Solution P A + B Y 𝑑 𝐴 𝑑𝑡 = −𝑘1 [𝐴][𝐵] + 𝑘−1[𝑌] k1 k-1
  • 6. It takes time and water to desorb P ….Which is just another way of saying “kinetics and thermodynamic equilibrium” + = P in water
  • 7. Not just speed of chemical reaction: 4. Chemical reaction (fast) Weber, 1984 Chemical process of desorption is only realized through physical processes
  • 8. P desorption is not a purely chemical process Objective: How does physical interaction of water impact net measured desorption? • Quantity • Rate We thoroughly studied a single high P soil to understand this process before working on other soils (Penn et al., 2022; Soil Processes)
  • 9. Physio-chemical interaction • Two most important physio-chemical aspects to process of P desorption: – Reaction order • i.e. how does concentration affect desorption rate • First-order is where thermodynamics meets kinetics – Dilution! – Diffusion • Both will impact P desorption quantity, rate, and buffering
  • 10. First-order means desorption rate is concentration dependent P desorption rate increases with disparity between solid and solution phase concentration – i.e. P desorption rate decreases with less dilution or accumulation of solution P • Lesser solution:soil ratio Solid Phase P Slow desorption rate Solution P concentration
  • 11. Inflow from Mariotte bottle Soil 0.45 𝜇m filter Constant water level Peristaltic pump Outlet: solution to be analyzed Tested a “fast” and “slow” flow rate (7 vs 0.13 mL/min) Flow-Through Method
  • 12. Flow rate makes a big difference 0.0 0.5 1.0 1.5 2.0 2.5 0 5000 10000 15000 20000 25000 30000 P desorbed (mg L -1 ) Time (min) Fast flow rate Slow flow rate Fast flow rate produces lower concentrations:
  • 13. Flow rate makes a big difference BUT, higher flow rate desorbs P much faster than the slow flow rate 0 50 100 150 200 250 300 350 400 0 5000 10000 15000 20000 25000 Cumulative desorbed P (mg kg-1) Time (min) Fast flow rate Slow flow rate Slope = P desorption rate Desorption rate decreases as soil P is exhausted
  • 14. Flow rate makes a big difference 0 50 100 150 200 250 300 350 400 0 1 2 3 4 5 6 Cumulative desorbed P (mg kg-1) Cumulative Volume (L) However, slow flow rate desorbs a greater P quantity at any given volume than fast flow rate Fast flow rate Slow flow rate
  • 15. 0 100 200 300 400 500 600 0 5,000 10,000 15,000 20,000 25,000 30,000 Cumulative desorbed P (mg kg -1 ) Time (min) Initial rapid phase Secondary gradual phase 2-stage first-order kinetics: • Initial rapid desorption depletes labile pool • Secondary gradual desorption limited by less-labile pool
  • 16. Diffusion and buffering • Interruption tests indicate P desorption is diffusion-limited – Less diffusion limitation with slow flow rate • Diffusion IS buffering Start of run: A, A1, A2, A3 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0 200 400 600 800 1000 1200 1400 Desorption rate (mg P kg -1 min -1 ) Flow time (min) Rep 1 Rep 2 A A1 A2 A3 B B1 B2 B3 Flow interruption
  • 18. P Labile P Less-Labile P P leaching P Slow Flow • More effective diffusion to replenish labile pool • Labile pool depleted slowly – Less-labile pool replenishment “keeps up” for a time Solution P
  • 19. P Labile P Less-Labile P P leaching P • Less effective diffusion • Labile pool depleted rapidly – Labile pool depleted MUCH faster than it can be replenished Fast Flow Solution P
  • 20. What we know • P desorption quantity and rate are a function of: – Time and Water! • Both captured by flow rate • Physio-chemical process • 2-stage first-order kinetics – Initial rapid rate, secondary gradual release – Dilution: via thermodynamics increases rate • Desorption and buffering limited by diffusion • Slow flow desorbs more P than fast flow, but does it at a slower rate
  • 21. How do soil properties affect how flow rate influence P desorption degree and kinetics?
  • 22. > 30 soils Soil property range mean max min median Clay content (%) 16.7 6.5 17.5 0.8 6.0 pH 3.54 6.57 8.25 4.71 6.42 Soluble C (mg/kg) 501 284 616 115 207 Total C (g/kg) 34 20 39 5 18 M3-P 1378 260 1394 31.2 180 Water soluble P (mg/kg) 44.2 11.3 45.4 1.2 8.3 Pox (mg/kg) 7456 4003 7596 140 5379 Pox Saturation (%) 94 25.3 96.3 2.31 19.4 M3-P Saturation (%) 120 31.0 120 2.45 22.9 Total P desorbed at 2 L: fast flow rate (mg/kg) 218 50.3 228 9.7 37.3 Total P desorbed at 2 L: slow flow rate (mg/kg) 452 98.0 459 6.6 64.1
  • 23. y = 0.36x + 8.9177 R² = 0.91 y = 0.16x + 9.1971 R² = 0.88 0 50 100 150 200 250 300 350 400 450 500 0 500 1000 1500 P desorbed after 2 L inflow (mg/kg) M3-P (mg/kg) Slow Fast Desorption quantity: – Clearly more P released with slow flow and from soils with greater soil M3-P – Difference in P released between fast and slow flow increased with increasing soil M3-P content
  • 24. y = 0.001x + 0.0228 R² = 0.88 y = 0.0003x + 0.0212 R² = 0.91 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 0 500 1000 1500 desorption rate (mg/kg/min) M3-P (mg/kg) Initial rapid phase Secondary gradual phase Desorption rate: – Increased soil P concentration means faster P release • i.e. First order kinetics • Difference in P desorption rate between initial rapid phase and secondary gradual phase increased with increasing soil M3-P content
  • 25. Stepwise analysis (take it with a grain of salt) Significant variables identified: – P desorbed at fast flow rate: M3-P, WSP, pH, clay – P desorbed at slow flow rate: M3-P, clay, pH, DPS – % difference between fast and slow rate: WSP and clay
  • 26. M3-P is obvious. What about clay? Contrast analysis – Divided soils into two groups: sand • (<10% clay) and clay (>10% clay) – Removed 3 outliers with excessive M3-P • (>550 mg/kg) – Between the two texture groups, compared: • M3-P, and P desorption quantity and rate for fast and slow
  • 28. Total P desorbed at fast FR Clay Sand vs. P desorbed (Fast FR) P desorbed (Fast FR) 47 vs 32 mg/kg (p = 0.07) Not much difference!
  • 29. Total P desorbed at slow FR Clay Sand vs. P desorbed (Slow FR) P desorbed (Slow FR) 105 vs. 53 mg/kg (p = 0.02) BIG difference! • Changes in FR may have a more dramatic effect on clay soils than sandy. Why?
  • 30. P desorbed: Initial rapid release rate (mg/kg min and mg/kg hr) Clay Sand vs. Fast FR Slow FR Fast FR Slow FR joint 0.21 vs 0.20 mg/kg min (NS) 0.71 vs 0.42 mg/kg h (p = 0.03) • Again, slow flow rate allows for the desorption potential of clays to be more fully realized – Differences become more apparent
  • 31. Why the differences between clay and sand, especially at slow flow rate? Clay soils are more buffered and therefore a much larger less-labile pool – Have much more total P for a given level of M3- P compared to sandy soils – Less-labile pool able to keep feeding the labile pool faster for clays because of first order kinetics (bigger pool = faster) • BUT this potential is more fully realized at slower flow rates – Clay soils have much more physical restrictions than sand, and therefore are diffusion limited » You overcome diffusion limitations at slower flow rates » i.e. fast flow rates do not allow for less-labile P and diffusion as much
  • 32. Who Cares? • Understanding the nature of P behavior will help us – Improve transport models – Create new P fertility recommendations – Better target best management practices • …..Because water-soil interactions matter!

Editor's Notes

  1. The dissolved pool is what plants actually take up, not the solid phase. Dissolved P is a stronger eutrophicaton agent than particulate P, and it is more difficult to control or manipulate compared to solid bound particulate P, and this is true in the context of both plant availability and non-point transport. Last, dissolved P is dynamic. Not only does its solubility vary with chemical conditions, but it’s behavior is a function of more than just solubility. It’s bechavior will depend on physical location in the soil profile, hydrology of the system, and kinetics of reactions.
  2. Here is an example of how dissolved P dynamics are not always captured by our tools and models. Here we see dissolved P concentrations and hydrograph for non-point drainage from a field tile drain, portage river, and Maumee river. Notice the dissolved P is flashy and true concentrations, not just flow weighted means or loads, follow the discharge flow rate. Everybody knows that increased discharge leads to increased P loads. But here, we are looking at concentrations, not loads. No model can describe this. Why not? What are we missing? This is a common observation, and it seems clear that the soil-solution interaction is impacted by hydrology, which has an impact on dissolved P chemistry and behavior.
  3. While thermodynamics controls the equilibrium between the soil and solution phase, the movement between the two pools also requires time, so kinetics of these reactions also are important. Kinetics of P reactions are dependent on the same properties that impact thermodynamic equilibrium.
  4. But it is not just the speed of the chemical reaction that counts, the physical transport processes that enable the chemical process takes time as well. For example, it takes time for water to move in and out of the aggregates where reaction sites are located: bulk water diffusion, film diffusion, and intraparticle diffusion within particles. These can be rate limiting. This is where hydrology can have a huge impact on the net P kinetics.
  5. Combine with previous slide: state objective.
  6. Depends on soil properties
  7. Figure X. Depiction of water flow through soil composed of various minerals and organic matter with regard to loss of phosphate. Bulk flow removes phosphate in solution between aggregates via advection (large block arrows) while diffusion (small red arrows) within and between particles, and across particle films, occurs at a much slower rate. Greater contact time allows for P to diffuse, which is the buffering process
  8. Slow
  9. The larger the concentration gradient, dC/dx where x is distance, the more it moves. Soil b = soil P/solution P. Used to calculate Diffusion coefficient, De, equation 4.6 in Barber. Larger b value decreases De (puts little P in solution relative to soil pool) and therefore decreases diffusion of the ion. i.e. a larger b values keeps less P in solution, thus decreases diffusion coefficient. Since clay soils are more buffered than sandy soils (clay soils have higher b values) i.e. higher b, clay soils are diffusion is limited. Impedance, which is partly controlled by tortuosity also impacts diffusion coefficient. A higher impedance occurs with greater tortuosity: clays have greater tortuosity. Impedance is the “f” factor and is a fraction, so the more tortuosity the smaller the “f” factor, meaning that impedance is greater. A “f” factor of 1 would mean no impedance. So clay soils will have greater impedance (lower “f” value”) due to greater tortuosity.