This document summarizes research on how the physical interaction of water impacts phosphorus (P) desorption from soil. The researchers found that:
1) P desorption quantity and rate are dependent on time and water flow, with slower flow rates allowing for greater desorption over time.
2) P desorption follows two-stage first-order kinetics, with an initial rapid release followed by a slower secondary release.
3) Higher soil phosphorus content results in faster desorption rates initially and greater total desorption.
4) Clay soils show a greater difference in desorption between fast and slow flow rates compared to sandy soils, due to clay soils' greater buffering capacity and diffusion limitations being more overcome at
Dr. Will Osterholz - What's More Important For Water Quality: Recent P Applic...John Blue
What's More Important For Water Quality: Recent P Applications Or Legacy Soil Test P? - Dr. Will Osterholz, USDA-ARS, from the 2020 Conservation Tillage and Technology Conference, held March 3-4, 2020, Ada, OH, USA.
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Using Phosphorus Removal Structures to Treat Tile Drainage Water in the Midwest - Dr. Chad Penn, USDA-ARS, from the 2020 Conservation Tillage and Technology Conference, held March 3-4, 2020, Ada, OH, USA.
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Using Phosphorus Removal Structures to Treat Tile Drainage Water in the Midwest - Dr. Chad Penn, USDA-ARS, from the 2020 Conservation Tillage and Technology Conference, held March 3-4, 2020, Ada, OH, USA.
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The Phosphorus Problem: Treatment Options and Process Monitoring Solutions | YSIXylem Inc.
Recent events have demonstrated that excess phosphorus in receiving waters can create many serious problems including impairment of drinking water supplies. For this reason and others, incorporation of phosphorus limits into NPDES discharge permits is occurring in many states.
Many water resource recovery facilities (WRRFs) are being required to remove phosphorus for the first time and will need to add a process to the flow sheet. A discharge limit of 1.0 mg/L may be achieved most cost-effectively with chemical addition. Enhanced biological treatment may be needed to meet lower limits down to 0.5 mg/L and below. Additionally, biological treatment has other potential benefits.
Regardless of the treatment method, continuous monitoring is essential. Critical parameters include orthophosphate, dissolved oxygen, oxidation-reduction potential (ORP), total suspended solids, and nitrate.
Dr. Stephen Jacquemin - Changes In Grand Lake St Marys Watershed: Moving Towa...John Blue
Changes In Grand Lake St Marys Watershed: Moving Towards An Improved Understanding Of Water Quality In The Region Over The Past Decade - Dr. Stephen Jacquemin, from the 2018 Conservation Tillage and Technology Conference, March 6 - 7, Ada, OH, USA.
More presentations at https://www.youtube.com/channel/UCZBwPfKdlk4SB63zZy16kyA
Presentation at the 3rd European Sustainable Phosphorus Conference (ESPC3), Helsinki, 11 - 13 June 2018, co-organised by the Baltic Sea Action Group (BSAG) and the European Sustainable Phosphorus Platform (ESPP), brought together nearly 300 participants from 30 countries talking about nutrient recycling and stewardship.
See for all information and outcomes www.phosphorusplatform.eu/ESPC3
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Marina Arnaldos, responsable de desalación de desalación y nuevas tecnologías de ACCIONA Agua, presentó la ponencia “Advanced oxidation processes to recover reverse osmosis cleaning waters for irrigation purposes” en la conferencia anual que la asociación europea de desalación ha celebrado en Roma entre los días 22-26 de mayo de 2016.
Nutrient Management in Everglades Agricultural Area (EAA) CanalsJaya Das
The Everglades wetland is world renowned for its unique hydrogeology, flora and fauna and its scenic beauty. It is a 'World Heritage site' and an 'International Biosphere Reserve'. It's trophic status has come under threat from nutrient inputs from multiple sources. My research attempted to answer critical questions regarding the characteristics, behavior, transportability of sediments along with the flux and fate of Phosphorus in Everglades Agricultural Area canals.
Removing phosphorus from drainage water the phosphorus removal structureLPE Learning Center
Full proceedings available at: http://www.extension.org/72839
We constructed a phosphorus (P) removal structure on a poultry farm in Eastern OK; this is a BMP that can remove dissolved P loading in the short term until soil legacy P concentrations decrease below levels of environmental concern. A P removal structure contains P sorbing materials (PSMs) and are placed in a location to intercept runoff or subsurface drainage with high dissolved P concentrations. As high P water flows through the PSMs, dissolved P is sorbed onto the materials by several potential mechanisms, allowing low P water to exit the structure. While they vary in form, P removal structures contain three main elements: 1) use of a filter material that has a high affinity for P, 2) containment of the material, and 3) the ability to remove that material and replace it after it becomes saturated with P and is no longer effective.
Will freshwater restoration offset peat collapse in wetlands exposed to salt ...DongYoonLee8
Preliminary reports suggesting that freshwater restoration may not offset peat collapse in wetlands exposed to salt water, however restoration may restore carbon balance in wetlands with phosphorus legacies.
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New Conservation Practices: Cascading Waterways, Upland Wetlands, 2-stage Ditch, Etc. - Justin McBride, Ohio Department of Agriculture, from the 2020 Conservation Tillage and Technology Conference, held March 3-4, 2020, Ada, OH, USA.
The Phosphorus Problem: Treatment Options and Process Monitoring Solutions | YSIXylem Inc.
Recent events have demonstrated that excess phosphorus in receiving waters can create many serious problems including impairment of drinking water supplies. For this reason and others, incorporation of phosphorus limits into NPDES discharge permits is occurring in many states.
Many water resource recovery facilities (WRRFs) are being required to remove phosphorus for the first time and will need to add a process to the flow sheet. A discharge limit of 1.0 mg/L may be achieved most cost-effectively with chemical addition. Enhanced biological treatment may be needed to meet lower limits down to 0.5 mg/L and below. Additionally, biological treatment has other potential benefits.
Regardless of the treatment method, continuous monitoring is essential. Critical parameters include orthophosphate, dissolved oxygen, oxidation-reduction potential (ORP), total suspended solids, and nitrate.
Dr. Stephen Jacquemin - Changes In Grand Lake St Marys Watershed: Moving Towa...John Blue
Changes In Grand Lake St Marys Watershed: Moving Towards An Improved Understanding Of Water Quality In The Region Over The Past Decade - Dr. Stephen Jacquemin, from the 2018 Conservation Tillage and Technology Conference, March 6 - 7, Ada, OH, USA.
More presentations at https://www.youtube.com/channel/UCZBwPfKdlk4SB63zZy16kyA
Presentation at the 3rd European Sustainable Phosphorus Conference (ESPC3), Helsinki, 11 - 13 June 2018, co-organised by the Baltic Sea Action Group (BSAG) and the European Sustainable Phosphorus Platform (ESPP), brought together nearly 300 participants from 30 countries talking about nutrient recycling and stewardship.
See for all information and outcomes www.phosphorusplatform.eu/ESPC3
Advanced oxidation processes to recover reverse osmosis cleaning watersacciona
Marina Arnaldos, responsable de desalación de desalación y nuevas tecnologías de ACCIONA Agua, presentó la ponencia “Advanced oxidation processes to recover reverse osmosis cleaning waters for irrigation purposes” en la conferencia anual que la asociación europea de desalación ha celebrado en Roma entre los días 22-26 de mayo de 2016.
Nutrient Management in Everglades Agricultural Area (EAA) CanalsJaya Das
The Everglades wetland is world renowned for its unique hydrogeology, flora and fauna and its scenic beauty. It is a 'World Heritage site' and an 'International Biosphere Reserve'. It's trophic status has come under threat from nutrient inputs from multiple sources. My research attempted to answer critical questions regarding the characteristics, behavior, transportability of sediments along with the flux and fate of Phosphorus in Everglades Agricultural Area canals.
Removing phosphorus from drainage water the phosphorus removal structureLPE Learning Center
Full proceedings available at: http://www.extension.org/72839
We constructed a phosphorus (P) removal structure on a poultry farm in Eastern OK; this is a BMP that can remove dissolved P loading in the short term until soil legacy P concentrations decrease below levels of environmental concern. A P removal structure contains P sorbing materials (PSMs) and are placed in a location to intercept runoff or subsurface drainage with high dissolved P concentrations. As high P water flows through the PSMs, dissolved P is sorbed onto the materials by several potential mechanisms, allowing low P water to exit the structure. While they vary in form, P removal structures contain three main elements: 1) use of a filter material that has a high affinity for P, 2) containment of the material, and 3) the ability to remove that material and replace it after it becomes saturated with P and is no longer effective.
Will freshwater restoration offset peat collapse in wetlands exposed to salt ...DongYoonLee8
Preliminary reports suggesting that freshwater restoration may not offset peat collapse in wetlands exposed to salt water, however restoration may restore carbon balance in wetlands with phosphorus legacies.
Willie Nelson Net Worth: A Journey Through Music, Movies, and Business Venturesgreendigital
Willie Nelson is a name that resonates within the world of music and entertainment. Known for his unique voice, and masterful guitar skills. and an extraordinary career spanning several decades. Nelson has become a legend in the country music scene. But, his influence extends far beyond the realm of music. with ventures in acting, writing, activism, and business. This comprehensive article delves into Willie Nelson net worth. exploring the various facets of his career that have contributed to his large fortune.
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Introduction
Willie Nelson net worth is a testament to his enduring influence and success in many fields. Born on April 29, 1933, in Abbott, Texas. Nelson's journey from a humble beginning to becoming one of the most iconic figures in American music is nothing short of inspirational. His net worth, which estimated to be around $25 million as of 2024. reflects a career that is as diverse as it is prolific.
Early Life and Musical Beginnings
Humble Origins
Willie Hugh Nelson was born during the Great Depression. a time of significant economic hardship in the United States. Raised by his grandparents. Nelson found solace and inspiration in music from an early age. His grandmother taught him to play the guitar. setting the stage for what would become an illustrious career.
First Steps in Music
Nelson's initial foray into the music industry was fraught with challenges. He moved to Nashville, Tennessee, to pursue his dreams, but success did not come . Working as a songwriter, Nelson penned hits for other artists. which helped him gain a foothold in the competitive music scene. His songwriting skills contributed to his early earnings. laying the foundation for his net worth.
Rise to Stardom
Breakthrough Albums
The 1970s marked a turning point in Willie Nelson's career. His albums "Shotgun Willie" (1973), "Red Headed Stranger" (1975). and "Stardust" (1978) received critical acclaim and commercial success. These albums not only solidified his position in the country music genre. but also introduced his music to a broader audience. The success of these albums played a crucial role in boosting Willie Nelson net worth.
Iconic Songs
Willie Nelson net worth is also attributed to his extensive catalog of hit songs. Tracks like "Blue Eyes Crying in the Rain," "On the Road Again," and "Always on My Mind" have become timeless classics. These songs have not only earned Nelson large royalties but have also ensured his continued relevance in the music industry.
Acting and Film Career
Hollywood Ventures
In addition to his music career, Willie Nelson has also made a mark in Hollywood. His distinctive personality and on-screen presence have landed him roles in several films and television shows. Notable appearances include roles in "The Electric Horseman" (1979), "Honeysuckle Rose" (1980), and "Barbarosa" (1982). These acting gigs have added a significant amount to Willie Nelson net worth.
Television Appearances
Nelson's char
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Characterization and the Kinetics of drying at the drying oven and with micro...Open Access Research Paper
The objective of this work is to contribute to valorization de Nephelium lappaceum by the characterization of kinetics of drying of seeds of Nephelium lappaceum. The seeds were dehydrated until a constant mass respectively in a drying oven and a microwawe oven. The temperatures and the powers of drying are respectively: 50, 60 and 70°C and 140, 280 and 420 W. The results show that the curves of drying of seeds of Nephelium lappaceum do not present a phase of constant kinetics. The coefficients of diffusion vary between 2.09.10-8 to 2.98. 10-8m-2/s in the interval of 50°C at 70°C and between 4.83×10-07 at 9.04×10-07 m-8/s for the powers going of 140 W with 420 W the relation between Arrhenius and a value of energy of activation of 16.49 kJ. mol-1 expressed the effect of the temperature on effective diffusivity.
WRI’s brand new “Food Service Playbook for Promoting Sustainable Food Choices” gives food service operators the very latest strategies for creating dining environments that empower consumers to choose sustainable, plant-rich dishes. This research builds off our first guide for food service, now with industry experience and insights from nearly 350 academic trials.
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One of the key areas we work in is Artificial Reefs. This presentation captures our journey so far and our learnings. We hope you get as excited about marine conservation and artificial reefs as we are.
Please visit our website: https://kuddlelife.org
Our Instagram channel:
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Our Linkedin Page:
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info@kuddlelife.org
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Human activities, particularly fossil fuel combustion and deforestation, have significantly altered the natural carbon cycle, leading to increased atmospheric carbon dioxide concentrations and driving climate change. Understanding the intricacies of the carbon cycle is essential for assessing the impacts of these changes and developing effective mitigation strategies.
By studying the carbon cycle, scientists can identify carbon sources and sinks, measure carbon fluxes, and predict future trends. This knowledge is crucial for crafting policies aimed at reducing carbon emissions, enhancing carbon storage, and promoting sustainable practices. The carbon cycle's interplay with climate systems, ecosystems, and human activities underscores its importance in maintaining a stable and healthy planet.
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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
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!
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.
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.
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.
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.
Combine with previous slide: state objective.
Depends on soil properties
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
Slow
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.