Geocoding – What it means and how it works in RiskMeter
Transcript of Geocoding – What it means and how it works in RiskMeter
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PorkBridge – August 2007
Ethanol, DDGS’s and the Cost of Raising Hogs
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Steve R. Meyer, Ph.D.Paragon Economics, Inc.
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Crude Oil Prices 1994-Present
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Source: NYMEX
Crude Oil Futures Prices through 2012CRUDE OIL FUTURES PRICES, 1997-2012
70
72
74
76
$/Barrel
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60
62
64
66
68
Jan-07 Jan-08 Jan-09 Jan-10 Jan-11 Jan-12
3/2/20073/30/20075/4/20076/18/2007
7/18/2007
Source: NYMEX, Light Sweet Crude
Ethanol production is VERY profitable!
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U.S. Ethanol Production, 1980-06
3
4
5
6
Gal
lons
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5
0
1
2
1980
1982
1984
1986
1988
1990
1992
1994
1996
1998
2000
2002
2004
2006
Bill
ion
Source: Renewable Fuels Association
Ethanol plants have exploded!
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2
Ethanol Plant Statistics, 3/13/07 123 plants operating in 21 states with
capacity to produce 6.4444 billion gallons of ethanol per year (49 plants farmer owned)
76 new plants under construction and 7
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6 e p a ts u de co st uct o a dexpansions with capacity to produce 6.3739 billion gallons of ethanol per year
~100 plants being planned (???)
Source: Renewable Fuels Association
1 8 0 0 0
2 0 ,0 0 0
2 2 ,0 0 0
2 4 ,0 0 0
2 6 ,0 0 0
2 8 ,0 0 0
3 0 ,0 0 0
G a llo n s ( M ln ) .
P o s s ib le
P r o b a b le
C o n s t r u c t io n
(U nde r C onstruc tion , P robab le & Poss ib le by Aug 09)
U .S . E thano l C apacity
The plants under construction will be built!
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4 ,0 0 0
6 ,0 0 0
8 ,0 0 0
1 0 ,0 0 0
1 2 ,0 0 0
1 4 ,0 0 0
1 6 ,0 0 0
1 8 ,0 0 0
Fe
b-0
7
Ap
r-0
7
Ju
n-0
7
Au
g-0
7
Oc
t-0
7
De
c-0
7
Fe
b-0
8
Ap
r-0
8
Ju
n-0
8
Au
g-0
8
Oc
t-0
8
De
c-0
8
Fe
b-0
9
Ap
r-0
9
Ju
n-0
9
Au
g-0
9
E x is t in g
Sources : RFA , p ress reports , com pany filings, and in te rviews w ith industry contacts.
Ethanol: A corn product for a long time to come
0.6
0.8
1.0
1.2
illio
n B
TUs
corn cellulose imports
From information, knowledge
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0.0
0.2
0.4
2003
2005
2007
2009
2011
2013
2015
2017
2019
2021
2023
2025
2027
2029
Qua
dri
Source: DOE/EIA, Annual Energy Review, February 2006
U.S. Average Corn Price, 1908-2006
1.50
2.00
2.50
3.00
3.50
4.00$ Per Bushel
1908-1942
35 years
Avg $0.78
1942-1972
30 years
Avg $1.26
1973 2006
What’s the next price plateau for corn price?
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Source: USDA/NASS
0.00
0.50
1.00
1908
1912
1916
1920
1924
1928
1932
1936
1940
1944
1948
1952
1956
1960
1964
1968
1972
1976
1980
1984
1988
1992
1996
2000
2004
1973-2006
34 years
Avg $2.37
The 1940s step: 62%The 1970s step: 88% A 75% step will take corn to $4.15/bu
corn price?
ISU/CARD Research Project -- Scenarios Base scenario: Low oil prices and an E 85
bottleneck Scenario 2: $10 higher oil prices and an E
85 bottleneck Scenario 3: $10 higher oil prices and no E
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Scenario 3: $10 higher oil prices and no E 85 bottleneck
No need to run a lower oil price scenario- Base case stops new ethanol construction- Existing plants will stay in operation but may
change owners
Key Determinants of Impacts Crude oil prices
- Low oil price was $5 lower than the 2/27 NYMEX close
- High oil price was $5 higher than 2/27 close Policy incentives -- kept $0.51/gal. blenders
tax credit and $0 54/gal import tariff
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tax credit and $0.54/gal. import tariff Demand for E85
- Made it responsive to the price of ethanol but did not change policies (mainly state) regarding mandated E 10 use
3
Base Case Results – Low oil, E-85 bottleneck Ethanol production stops expanding after existing
construction is completed Corn yields and acres grow and minimize ethanol’s
price effect toward the end of the study period Beef producers (here and abroad) absorb most of
the DDGs
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the DDGs DDGS prices remain above $100 per ton -- just
enough below corn prices to enter ruminant rations and NOT enter pig diets
Using DDGs for cattle alleviates downward pressure on soybean meal prices
Projected U.S. Ethanol Production from Corn
10,000
12,000
14,000
16,000
ons
Ethanol production levels out after 2010
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0
2,000
4,000
6,000
8,000
2006 2007 2008 2009 2010 2016
mill
ion
gal
loProjected U.S. Corn Planted Acreage
85
90
95
es
Corn acres levels also – then falls at the end
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15
70
75
80
2006 2007 2008 2009 2010 2016
mil
lion
acr
Projected Corn Prices
3.30
3.35
3.40
3.45
3.50
Corn price crunch through 2010
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3.00
3.05
3.10
3.15
3.20
3.25
3.30
2006 2007 2008 2009 2010 2016
$/b
u
Projected Use of DDGS in U.S. Feed ('000 tons)
25,000
30,000
35,000
B f
Beef cattle use the DDGS
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0
5,000
10,000
15,000
20,000
2007 2009 2011 2013 2015
Beef
Pork
Poultry
Dairy
Impacts of Higher Crude Ethanol plant margins increase -- New
incentive to invest in added capacity Major hurdle will be encountered at 14 – 15
billion gallons due to E-10 saturation Relatively lower ethanol prices will eventually
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y p yencourage increase in flex-fuel cars
Another 8 billion gal. – total of 22 billion gal. By 2015
- No incentive to grow or exit the ethanol industry- Ethanol will be priced below energy value
4
Full Equilibrium with high crude, E-85 What if ethanol sells at its energy value and
crude oil is $64? Will only happen if E 10 is mandated thereby
freeing up pumps for E 85. Ethanol production increases by another 8
billion gallons to a total of nearly 30 billion
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billion gallons to a total of nearly 30 billion gallons
Corn price goes to $4.42 per bushel The economic effects are about twice as
large as those discussed earlier
Impacts of higher oil and ethanol . . .
NE Steers/Beef Hogs/Pork ChickenProduction Cost 36.0%Production -1.6% -9.2% -6.0%Producer Price 8 8% +15 0%*
IMPACT OF $4.42/BU CORN
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Producer Price 8.8% +15.0%Retail Price 4.0% 8.2% 5.0%Exports -8.0% -17.0% -16.0%*Ready-to-cook bird price
Summary of ISU/CARD findings Low-steady oil: Corn growth will suffice Higher oil: Could need MUCH more corn
and drive prices >$4/bu. DDGS are used by beef – advantage! High corn: lower meat exports and higher
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High corn: lower meat exports and higher meat prices with pork getting hurt worst
All of these assume NORMAL weather – a short crop would result in BIG short-term problems
The ’90s downtrend has been broken but . . . . . . the new uptrend will be offset by costs
IA-MINN MARKET HOG PRICES, WEEKLY
70
80
90
100$/cwt. carcass
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0
10
20
30
40
50
60
73 75 77 79 81 83 85 87 89 91 93 95 97 99 01 03 05 07
Predicted by LH futures, 7/23/07
USDA frcst.: S/U Ratio of 12.2% ~ $2.80-$3.40U.S. CORN PRICE VS. S/U RATIO
1990-2008
1995
1996
2006
2007
2 70
2.90
3.10
3.30
3.50
$/bu
USDA '06/'07, 6/11 = $3.40
Note: Data label is the
X USDA '06/'07, 7/12 = $3.10
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19901991
1992
1993
1994
1996
1998
1999 2000
2001
20022003
20042005
1997
1.50
1.70
1.90
2.10
2.30
2.50
2.70
0% 5% 10% 15% 20% 25% 30%
Ending Stocks/Use Ratio
year of the harvest
Corn prices the highest since 1995-96
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5
Feed costs: HIGH &SUSTAINEDCORN-SOY COST, 16% CR. PROTEIN DIET
160
180
200
$/Ton
Actual
Predicted March 20, 2007
Predicted May 11, 2007
Predicted June 18, 2007
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60
80
100
120
140
91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08
U.S. Average Corn Price, 1908-2006
1.50
2.00
2.50
3.00
3.50
4.00$ Per Bushel
1908-1942
35 years
Avg $0.78
1942-1972
30 years
Avg $1.26
1973 2006
What’s the next price plateau for corn price?
From information, knowledge
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Source: USDA/NASS
0.00
0.50
1.00
1908
1912
1916
1920
1924
1928
1932
1936
1940
1944
1948
1952
1956
1960
1964
1968
1972
1976
1980
1984
1988
1992
1996
2000
2004
1973-2006
34 years
Avg $2.37
The 1940s step: 62%The 1970s step: 88% A 75% step will take corn to $4.15/bu
corn price?
Strategy for 2007 and Beyond
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Through analysis, careful consideration . .
Buy low Convert efficiently Sell high
. . . have led me to three critical strategies
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SOME PRINCIPLES ARE FOREVER
BUT THE DEFINITIONS CHANGE!
“Low” corn will be >$3 and maybe >$4/bu.
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What will a HIGH hog price be in the future?
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6
What will the next 5 years bring? Well-managed operations will still thrive Lower profit margins but not much red ink –
unless we expand quickly! How many will give up hogs for cash grain?
-- SD’s numbers from March (-13%)
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The U.S. hog industry will be smaller than it would otherwise have been – I think we will miss out on our usual 1.5%/yr. growth
DDGS gives beef and dairy (?) an advantage Exports will be threatened if we import corn
Please advance to the next slide for the second presentation.
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Considerations Involving Use of DDGS in Swine
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Duane Reese, Extension Swine SpecialistAl Prosch, Swine Extension Educator
University of NebraskaAugust 2, 2007
Agenda
General use of DDGS Summary of research results
Factors that may limit DDGS
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Why is DDGS fed Economic modeling
Estimated DDGS usage
Grower-finisher diets ~85-90% 10-15% dietary inclusion rates
Sow diets ~5-10%
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Gestation - up to 30% dietary inclusion Lactation - 5-10% of the diet
Late nursery diets < 5% Added at 5-10% of the diet
Shurson, 2007
Inclusion rates, % of diet
Phase Suggested Maximum
Nursery (>25 lb) 5 25
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Grow-finish 10 20
Gestation* 30 50
Lactation* 20 30
*Maximum 20 % for cull sows?
7
Effects on pig performance
No effect on sow reproductive performance Possibly two exceptions Lactation feed intake Litter size
37
No effect on gain, feed efficiency or carcass merit Possibly two exceptions Carcass yield Mortality
50% DDGS gestation diets and 20% DDGS lactation diets: lactation ADFI
12
14
16
Inta
ke, l
b/da
y
Cycle 1Cycle 2
a xy b x a y a xy
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8
10
Con/Con
Con/DDGS
DDGS/Con
DDGS/DDGS
Treatment
Fee
d I
a,b,x,y Different superscripts indicate significant difference (P < .10).
Wilson, M.S. Thesis
9.0
10.0
11.0
o.pi
gs/l
itte
r
Cycle 1Cycle 2
a x a y a y a y
50% DDGS gestation diets and 20% DDGS lactation diets: pigs weaned/litter
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7.0
8.0
Con/Con
Con/DDGS
DDGS/Con
DDGS/DDGS
Treatment
No
a,b,x,y Different superscripts indicate significant difference (P < .10).
Wilson, M.S. Thesis
DDGS in lactation: ADFI
14 5
15.0
15.5
P = 0.10
40
12.0
12.5
13.0
13.5
14.0
14.5
lb/d
0 10 20 30% DDGS
Song et al., 2006d 109 gestation to d 18 lactation
Carcass yield – study #1
76 5
77.0
77.5
%
Linear P < 0.01
41
75.0
75.5
76.0
76.5
Yie
ld, %
0 10 20 30
% DDGS
J. Anim. Sci. 83:335(Suppl 1)1,040 pigs
Carcass yield – study #2
72 5
73.0
73.5
%
Linear P = 0.01
42
71.0
71.5
72.0
72.5
Yie
ld, %
0 10 20 30
% DDGS
J. Anim. Sci. 84:3356240 pigs
8
Carcass yield – study #3
77.5
78.0
%
20 & 30% vs. 0%; P < 0.05
43
76.0
76.5
77.0
Yie
ld, %
0 10 20 30
% DDGS
2007 MW abstr. #104512 pigs
Carcass yield – study #4
75.5
76.0
%
Linear P < 0.05
44
74.5
75.0Yie
ld, %
0 5 10 15 20% DDGS
2007 MW abstr. #1671,112 pigs
Carcass yield – study #5
76.5
77.0
%
P < 0.04
45
75.5
76.0
6 5
Yie
ld, %
0 30% DDGS
2007 MW abstr. #168587 pigs
Question
How much does carcass yield change for each 1% addition of 77 0
77.5
46
1% addition of DDGS to the diet? Calculate the
slope of the line
75.0
75.5
76.0
76.5
77.0
Yie
ld, %
0 10 20 30% DDGS
Summary, no. pigs & slope
Study No. pigs Slope Weighted slope
1 1,040 0.050 0.015
2 240 0.052 0.004
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3 512 0.042 0.006
4 1,112 0.030 0.010
5 587 0.030 0.005
Total 3,491 0.039
Average 0.041
Summary from five studies
%DDGS Carcass wt, lb Difference, lb
0 200.0
10 199 0 1 0
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10 199.0 -1.0
20 198.0 -2.0
30 197.0 -3.0
265 lb liveweight; 75.5% base yield; for each 1% DDGS addition, yielddecreases by 0.04 percentage units.
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Factors that may limit DDGS use
Lactation feed intake (P1) Carcass effects Fat quality Yield
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Protein quality Mycotoxin risk Quality variation Handling Storage space Price
DDGS color and nutrient content & quality varies
50
Nutrient Average RangeProtein, % 27.2 24.1 – 30.9
Nutrient composition of various DDGS sources
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Fat, % 10.2 8.6 – 12.6Lysine, % 0.78 0.54 – 0.99P, % 0.61 0.51 – 0.74ADF, % 9.9 7.2 – 17.3
Stein, 2007
Determined nutritional values
Item Corn DDGSME, Mcal/lb(n = 10)
1.60 1.56 (1.47 – 1.73)
52
P digestibility, %(n = 10)
19 59 (50 – 68)
Lys digestibility, %(n = 36)
62 (44 - 78)
Stein, 2007
Handling Bridging in
bins, feeders
Other possible limitations
53
Especially fine ground
Our DDGS flows like SBM
Greater bulk density of diet 3% for each 10% DDGS in diet E.g., bin hold 8 tons of corn-soy diet holds
7.8 tons 10% DDGS diet
Other possible limitations
54
7.8 tons 10% DDGS diet
Greater ingredient storage capacity Not an issue for producers using toll-
milled feed
10
Why is DDGS fed to pigs?
Lower diet cost Reduced P supplementation May reduce manure P excretion
55
Perceived health benefits Improve gut health related to Lawsonia
intracellularis
Healthy Ileitis
56
Ability of DDGS & resistance to Lawsonia intracellularis challenge
Treatments (80, 17-d old pigs) Unchallenged corn-soy Challenged corn-soy Challenged 10% DDGS
57
Challenged 10% DDGS Challenged 20% DDGS
Results Challenge reduced growth performance DDGS did not reduce disease
incidence/severity
J. Anim. Sci 84:1860
DDGS and mortality
4.0
5.0
6.0
, %
Linear P < 0.05
58
0.0
1.0
2.0
3.0
Mor
talit
y,
0 10 20 30
% DDGS
J. Anim. Sci. 83:335(Suppl 1)
59
Item $/lb lb DDGS Current
DDGS .075 200 15.00
Limestone 05 3 15
Value of DDGS-one method
60
Limestone .05 3 .15
Corn .067 178 11.92
SBM .11 19 2.09
Dical P .19 6 1.14
Total $ 15.15 15.15
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UNL economic model
Objectives Estimate the value of DDGS in a grow-
finish diet containing 10% DDGS Exam the independent and collective
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Exam the independent and collective effects that carcass yield reduction and mortality improvement has on DDGS value
• No pig cost, overhead, labor or supplies• 2.8 lb feed/lb gain• Starting weight 45 lb; end weight 265 lb
• (220 lb gain)• 616 lb feed used per pig
Assumptions
62
616 lb feed used per pig• Carcass price $70.65• DDGS @ 10% inclusion rate• DDGS price – calculated to equal corn value• Carcass yield 75.4%
• 0.4% unit decrease• Mortality 4.0%
• 1.4% unit improvement
Corn, $/bu
Diet cost, $/ta
DDGS/t equal price,$
Diet cost, $/tb
2.00 106.1491 91.37 106.1489
2 40 117 1686 104 09 117 1690
Base
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2.40 117.1686 104.09 117.1690
2.80 128.1881 116.80 128.1881
3.20 139.2076 129.51 139.2072
3.60 150.2271 142.23 150.2271
4.00 161.2466 154.94 161.2463aCorn-soy; b10% DDGS diet.
Corn, $/bu
w/o DDGS w/DDGS DDGS price for equal MOF, $/t
2.00 102.83 102.11 68.00
2 40 99 43 98 71 80 80
Margin over feed cost (MOF, $/pig) with 0.4% unit yield reduction
64
2.40 99.43 98.71 80.80
2.80 96.04 95.32 93.36
3.20 92.64 91.92 106.35
3.60 89.25 88.53 118.90
4.00 85.86 85.14 131.6075.4% 75.0%
Corn, $/bu
w/o DDGS w/DDGS DDGS price for equal MOF, $/t
2.00 102.83 104.75 153.50
2 40 99 43 101 35 166 50
Margin over feed cost (MOF, $/pig) with 1.4% unit mortality improvement
65
2.40 99.43 101.35 166.50
2.80 96.04 97.96 179.20
3.20 92.64 94.56 192.00
3.60 89.25 91.17 204.50
4.00 85.86 87.78 217.20
4.0% 2.6%
Corn, $/bu
w/o DDGS w/DDGS DDGS price for equal MOF, $/t
2.00 102.83 104.02 129.75
2 40 99 43 100 62 142 90
Margin over feed cost (MOF, $/pig) with yield and mortality effects
66
2.40 99.43 100.62 142.90
2.80 96.04 97.23 155.50
3.20 92.64 93.83 168.20
3.60 89.25 90.44 180.80
4.00 85.86 87.05 193.60
12
DDGS value ($/t) summary
Corn, $/bu
DDGS price parity
With yield effect
With mortality
effect
Yield & mortality effects
2.00 91.37 68.00 153.50 129.75
67
2.40 104.09 80.80 166.50 142.90
2.80 116.80 93.36 179.20 155.50
3.20 129.51 106.35 192.00 168.20
3.60 142.23 118.90 204.50 180.80
4.00 154.94 131.60 217.20 193.60
Information on DDGS
Prices http://www.ams.usda.gov/lsmnpubs/PDF
_Weekly/Ethanol.pdf
Research summaries
68
Research summaries www.ddgs.umn.edu
Further questions?
Duane Reese
69
Extension Swine [email protected]