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Developing a New Approach
to Soil Phosphorus Testing
and Recommendations
Chad Penn
USDA Agricultural Research Service
National Soil Erosion Research
Laboratory
Jim Camberato and Matthew Wiethorn
Purdue University
Improving P Soil Testing and
Recommendations
• Precise P recommendations
– Increase agronomic production efficiency
– Reduce non-point losses of P
Traditional soil P testing
0
10
20
30
40
50
60
70
80
90
100
0 5 10 15 20 25 30 35 40 45
Y-Values
?
??
Empirical vs. mechanistic soil
testing and fertilizer recs
“The most commonly used tests, extract
some portion of the labile soil P pool.
However, when different soils are used,
solution P concentration, buffer capacity,
and diffusion rate may not be correlated,
therefore any one of the values would not be
correlated with predicted P uptake and the
simpler soil test would not be more reliable”
Stanley Barber: Soil Nutrient Bioavailability
Critical Soil P Levels
Lins, Cox, and Nicholaides, 1985. “Optimizing P
fertilization rates for soybeans grown on oxisols and
associated entisols”. SSSAJ
9 lb/acre 27 lb/acre18 lb/acre
(lb/acre)
Soil-Plant Nutrient Dynamics
WATER IN
NO3
-
PO4
3-
Soil-bound
nutrients
NO3
-
NH4
+
PO4
3-
PO4
3-
PO4
3-
NH4
+
PO4
3-
Solution
Labile Non-labile
Soil-bound nutrients
Plant Uptake of Nutrient
Uptake of solution P by plants
• Function of solution P concentration
• Replenishment by soil solids (quantity)
• Three ways of obtaining solution P
– All three depend on root architecture,
solubility, and location of P near roots
• Root interception
• Bulk flow
• Diffusion: highly dependent on location of P!
𝐽𝑟 = 𝑣 𝑜 𝐶𝑙
P movement to roots: Diffusion
P
P
P
P P
P
P
PP P
P
P
Higher P
Concentration
Lower P
Concentration
Higher P
Concentration
Gradient
Dominant mechanism, but SLOW and short range
𝐽𝑟 = 𝐷𝑒 𝑏
𝜕𝐶𝑙
𝜕𝑟
Diffusion followed by root
uptake:
P P
P
P
P
P
P P
P
P
P
P
P
P
P
Plant
uptake
𝐼 𝑁 =
𝐼 𝑚𝑎𝑥 (𝐶𝑙 − 𝐶 𝑚)
𝐾 𝑚 + 𝐶𝑙 − 𝐶 𝑚
Overall equation describing P
uptake with P movement:
Ion
movement via
diffusion
Ion
movement via
mass flow
Root uptake
kinetics
𝐷𝑒 𝑏
𝜕𝐶𝑙
𝜕𝑟
+ 𝑣 𝑜 𝐶𝑙 =
𝐼 𝑚𝑎𝑥 (𝐶𝑙 − 𝐶 𝑚)
𝐾 𝑚 + 𝐶𝑙 − 𝐶 𝑚
Solved transient-state equation using the
Crank-Nicholson method by Dr. John
Cushman in 1980
Different plants require different
concentrations in solution in order
to meet the required P mass…..
“External P Requirement”
But it’s a moving target!
critical solution P
concentration
1970’s soil
scientists & me
We need to be multi-
dimensional
• Let’s utilize the Barber-Cushman model to
pinpoint the location of the moving target
– Mechanistic
– Mass-balance
• Consider that a finite mass of P must be taken up
for a plant to attain maximum yield
– Mass of P uptake is universal
» i.e. not a moving target
Soil P Requirement
• Mass of solution P uptake is universal
across soil properties
– But that required mass of P can be provided
dynamically at different solution concentrations
– Example: 550 mg P/corn plant over 120 days
0.8 mg P/L
Soil bound-P Solution-P
19
times/day
0.2 mg P/L
76
times/day
Soil bound-P Solution-P
*depends on root
surface area
Soil P Requirement
• So how much soil-bound P do we
need?
–It depends on the ability of the soil to
supply the solution P
• Quantity-Intensity relationship
– Soil properties: mineralogy, texture, OM, pH,
etc.
– Total P content and P forms
–Also depends on physical location of P
and ability to move (diffusion)
Current fertilizer
recommendations
• Based on results from soil test
– 0 to 6 inches
• Not representative of No-till conditions
– i.e. P location
• No consideration for soil type or conditions
• Crop varieties?
P mass
requirement for
max yield
Soil
extractable P
requirement
Crop type
(cultivar?)
Quantity/Intensity
Fertilizer/soil-P
relationship
Soil
properties
Fertilizer rate
recommendation
P location and
movement
Soil properties and
management
Buffered
solution P
requirement
Empirical
At the end of the day….
• The plant demands a finite mass of P to
be taken up by the roots, to reach max
grain yield
• Question: based on the specific conditions
and management of that soil, what
concentration of Soil Test P is necessary
to meet the mass demand of the plant?
Current P Recommendations
• Not bad
• Get us in the ballpark
– Not precise
– Lots of room for improvement
• Save $
• Improve production efficiency
• Reduce P losses
Long Term Goal
• Utilize and improve the Barber-Cushman
model for developing more precise and
condition-specific fertility recommendations
– Required P mass for various cultivars
– Plant uptake kinetics curves
– Incorporate root modelling
• Continue to use STP extractants, but vary
the optimum level depending on soils, crop,
and conditions
Required P uptake mass and P
utilization efficiency: sand culture
hydroponics
Supply all non-P nutrients at adequate concentrations
• Add P at a range of concentrations
• Determine the minimum mass of P uptake at
maximum yield
• Compare cultivars
Time Lapse:
Corn Results
• No significant interaction between P
treatment and variety for yield components
• Increased P significantly increased yield and
growth to a point
• At max yield, P use efficiency was similar
among varieties
– But, in approaching max yield, Dekalb < Dyna-
grow < Pioneer
• Differences in overall production:
– Max grain yield and total biomass: Dekalb <
Dyna-grow < Pioneer
After 0.55 to 0.63 g
P uptake, no further
increase in grain
yield
But total biomass
continues to
increase until
uptake of ~ 0.8 g
0
50
100
150
200
250
300
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6
Grainyieldperplant(g)
P uptake per plant (g)
0
100
200
300
400
500
600
700
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6
Totalbiomassperplant
(g)
P uptake per plant (g)
Luxury Consumption
P distribution in plant
30 50 55 90 94 158
19 47 56
164 216
315
13 34 44
79
87
119
236 436 536
577 591
591
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
298 566 690 909 987 1183
%massofnutrient
Total P uptake (mg)
values on bar indicate uptake mass in mg
Grain
Roots
Stem Cobb Tassel
Leaves Husk
Near
optimum
Medium Poor
Near
optimum Medium Poor
Near
optimum Medium Poor
Billy-
Bob’s
Seed Co.
Jim’s
Seeds,
LLC
Mom’s
Seeds
Inc.
Comparison to field data:
P uptake vs. yield: Avg across
varieties
0
50
100
150
200
250
300
0 0.5 1 1.5 2
Grainyieldperplant(g)
P uptake per plant (g)
Experiment Data
P uptake vs. yield: Avg across
varieties
0
50
100
150
200
250
300
0 0.5 1 1.5 2
Grainyieldperplant(g)
P uptake per plant (g)
Experiment Data
Lin-Plat
Lin-Lin
Conclusion
• Easy part is done:
– We need to get around 0.6 g of P into a corn
plant to reach max yield
• Beyond that is luxury consumption and “quality”
• Hard part is next: what is the target soil P
level?
– It depends…….moving target
Questions?
Chad.penn@ars.usda.gov
Twitter Handle: House of Phos
Improved soil quality does not
“make” more P
• P obviously cannot be fixed like N
• “Humus Theory”
– Plant nutrients assimilated by the vis vitalis
• “Gleiches kann nur aus Gleichem entstehen”
• Soil health can only improve P accessibility,
but that does not defeat the mass
requirement
• Deeper roots
• This will help, but consider P is very low below 15 cm
– Subsoil P is even less for no-till due to stratification
Improved soil quality does not
“make” more P
• Organisms
– Free-living rhizosphere microorganisms
• Mostly negligible effect compared to sterile soils
• Can possibly reduce P availability
• Amount of P in microbial biomass in rhizosphere is
less than 3% of daily requirement
– VA mycorrhizae
• Effectively increases root surface area
• But, it accesses same soluble P pool as the roots
– Thus, this can be accounted for in Barber-Cushman model
• Changes to Q/I relationship
– For better or for worse?
“I don’t need to fertilize with P
anymore”
• You can get away with this for a few years
– Due to the nature of P
• Highly buffered by the soil
• But eventually, the soil bound P (quantity)
is mined to the point where it can no longer
supply a sufficient concentration of solution
P (intensity) to meet the P mass demand
– Or at a sufficient speed
• Remember that the plant takes up a finite
amount of P from soil that must be replaced

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Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Recommendations

  • 1. Developing a New Approach to Soil Phosphorus Testing and Recommendations Chad Penn USDA Agricultural Research Service National Soil Erosion Research Laboratory Jim Camberato and Matthew Wiethorn Purdue University
  • 2. Improving P Soil Testing and Recommendations • Precise P recommendations – Increase agronomic production efficiency – Reduce non-point losses of P
  • 3. Traditional soil P testing 0 10 20 30 40 50 60 70 80 90 100 0 5 10 15 20 25 30 35 40 45 Y-Values ? ??
  • 4. Empirical vs. mechanistic soil testing and fertilizer recs “The most commonly used tests, extract some portion of the labile soil P pool. However, when different soils are used, solution P concentration, buffer capacity, and diffusion rate may not be correlated, therefore any one of the values would not be correlated with predicted P uptake and the simpler soil test would not be more reliable” Stanley Barber: Soil Nutrient Bioavailability
  • 5. Critical Soil P Levels Lins, Cox, and Nicholaides, 1985. “Optimizing P fertilization rates for soybeans grown on oxisols and associated entisols”. SSSAJ 9 lb/acre 27 lb/acre18 lb/acre (lb/acre)
  • 6. Soil-Plant Nutrient Dynamics WATER IN NO3 - PO4 3- Soil-bound nutrients NO3 - NH4 + PO4 3- PO4 3- PO4 3- NH4 + PO4 3- Solution Labile Non-labile Soil-bound nutrients Plant Uptake of Nutrient
  • 7. Uptake of solution P by plants • Function of solution P concentration • Replenishment by soil solids (quantity) • Three ways of obtaining solution P – All three depend on root architecture, solubility, and location of P near roots • Root interception • Bulk flow • Diffusion: highly dependent on location of P! 𝐽𝑟 = 𝑣 𝑜 𝐶𝑙
  • 8. P movement to roots: Diffusion P P P P P P P PP P P P Higher P Concentration Lower P Concentration Higher P Concentration Gradient Dominant mechanism, but SLOW and short range 𝐽𝑟 = 𝐷𝑒 𝑏 𝜕𝐶𝑙 𝜕𝑟
  • 9. Diffusion followed by root uptake: P P P P P P P P P P P P P P P Plant uptake 𝐼 𝑁 = 𝐼 𝑚𝑎𝑥 (𝐶𝑙 − 𝐶 𝑚) 𝐾 𝑚 + 𝐶𝑙 − 𝐶 𝑚
  • 10. Overall equation describing P uptake with P movement: Ion movement via diffusion Ion movement via mass flow Root uptake kinetics 𝐷𝑒 𝑏 𝜕𝐶𝑙 𝜕𝑟 + 𝑣 𝑜 𝐶𝑙 = 𝐼 𝑚𝑎𝑥 (𝐶𝑙 − 𝐶 𝑚) 𝐾 𝑚 + 𝐶𝑙 − 𝐶 𝑚 Solved transient-state equation using the Crank-Nicholson method by Dr. John Cushman in 1980
  • 11. Different plants require different concentrations in solution in order to meet the required P mass….. “External P Requirement” But it’s a moving target! critical solution P concentration 1970’s soil scientists & me
  • 12. We need to be multi- dimensional • Let’s utilize the Barber-Cushman model to pinpoint the location of the moving target – Mechanistic – Mass-balance • Consider that a finite mass of P must be taken up for a plant to attain maximum yield – Mass of P uptake is universal » i.e. not a moving target
  • 13. Soil P Requirement • Mass of solution P uptake is universal across soil properties – But that required mass of P can be provided dynamically at different solution concentrations – Example: 550 mg P/corn plant over 120 days 0.8 mg P/L Soil bound-P Solution-P 19 times/day 0.2 mg P/L 76 times/day Soil bound-P Solution-P *depends on root surface area
  • 14. Soil P Requirement • So how much soil-bound P do we need? –It depends on the ability of the soil to supply the solution P • Quantity-Intensity relationship – Soil properties: mineralogy, texture, OM, pH, etc. – Total P content and P forms –Also depends on physical location of P and ability to move (diffusion)
  • 15. Current fertilizer recommendations • Based on results from soil test – 0 to 6 inches • Not representative of No-till conditions – i.e. P location • No consideration for soil type or conditions • Crop varieties?
  • 16. P mass requirement for max yield Soil extractable P requirement Crop type (cultivar?) Quantity/Intensity Fertilizer/soil-P relationship Soil properties Fertilizer rate recommendation P location and movement Soil properties and management Buffered solution P requirement Empirical
  • 17. At the end of the day…. • The plant demands a finite mass of P to be taken up by the roots, to reach max grain yield • Question: based on the specific conditions and management of that soil, what concentration of Soil Test P is necessary to meet the mass demand of the plant?
  • 18. Current P Recommendations • Not bad • Get us in the ballpark – Not precise – Lots of room for improvement • Save $ • Improve production efficiency • Reduce P losses
  • 19. Long Term Goal • Utilize and improve the Barber-Cushman model for developing more precise and condition-specific fertility recommendations – Required P mass for various cultivars – Plant uptake kinetics curves – Incorporate root modelling • Continue to use STP extractants, but vary the optimum level depending on soils, crop, and conditions
  • 20. Required P uptake mass and P utilization efficiency: sand culture hydroponics Supply all non-P nutrients at adequate concentrations • Add P at a range of concentrations • Determine the minimum mass of P uptake at maximum yield • Compare cultivars
  • 22. Corn Results • No significant interaction between P treatment and variety for yield components • Increased P significantly increased yield and growth to a point • At max yield, P use efficiency was similar among varieties – But, in approaching max yield, Dekalb < Dyna- grow < Pioneer • Differences in overall production: – Max grain yield and total biomass: Dekalb < Dyna-grow < Pioneer
  • 23. After 0.55 to 0.63 g P uptake, no further increase in grain yield But total biomass continues to increase until uptake of ~ 0.8 g 0 50 100 150 200 250 300 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 Grainyieldperplant(g) P uptake per plant (g) 0 100 200 300 400 500 600 700 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 Totalbiomassperplant (g) P uptake per plant (g) Luxury Consumption
  • 24. P distribution in plant 30 50 55 90 94 158 19 47 56 164 216 315 13 34 44 79 87 119 236 436 536 577 591 591 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 298 566 690 909 987 1183 %massofnutrient Total P uptake (mg) values on bar indicate uptake mass in mg Grain Roots Stem Cobb Tassel Leaves Husk
  • 25. Near optimum Medium Poor Near optimum Medium Poor Near optimum Medium Poor Billy- Bob’s Seed Co. Jim’s Seeds, LLC Mom’s Seeds Inc.
  • 27. P uptake vs. yield: Avg across varieties 0 50 100 150 200 250 300 0 0.5 1 1.5 2 Grainyieldperplant(g) P uptake per plant (g) Experiment Data
  • 28. P uptake vs. yield: Avg across varieties 0 50 100 150 200 250 300 0 0.5 1 1.5 2 Grainyieldperplant(g) P uptake per plant (g) Experiment Data Lin-Plat Lin-Lin
  • 29.
  • 30. Conclusion • Easy part is done: – We need to get around 0.6 g of P into a corn plant to reach max yield • Beyond that is luxury consumption and “quality” • Hard part is next: what is the target soil P level? – It depends…….moving target
  • 31.
  • 33. Improved soil quality does not “make” more P • P obviously cannot be fixed like N • “Humus Theory” – Plant nutrients assimilated by the vis vitalis • “Gleiches kann nur aus Gleichem entstehen” • Soil health can only improve P accessibility, but that does not defeat the mass requirement • Deeper roots • This will help, but consider P is very low below 15 cm – Subsoil P is even less for no-till due to stratification
  • 34. Improved soil quality does not “make” more P • Organisms – Free-living rhizosphere microorganisms • Mostly negligible effect compared to sterile soils • Can possibly reduce P availability • Amount of P in microbial biomass in rhizosphere is less than 3% of daily requirement – VA mycorrhizae • Effectively increases root surface area • But, it accesses same soluble P pool as the roots – Thus, this can be accounted for in Barber-Cushman model • Changes to Q/I relationship – For better or for worse?
  • 35. “I don’t need to fertilize with P anymore” • You can get away with this for a few years – Due to the nature of P • Highly buffered by the soil • But eventually, the soil bound P (quantity) is mined to the point where it can no longer supply a sufficient concentration of solution P (intensity) to meet the P mass demand – Or at a sufficient speed • Remember that the plant takes up a finite amount of P from soil that must be replaced