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Factors to Account For When Balancing Rations Around Ensiled Corn (Corn Silage & High Moisture Corn) Bill Seglar, DVM, Bill Seglar, DVM, PAS PAS Senior Nutritionist and Veterinarian Senior Nutritionist and Veterinarian Pioneer Nutritional Sciences Pioneer Nutritional Sciences Pioneer Hi Pioneer Hi-Bred Intl., Inc. Bred Intl., Inc. Voice: 1 Voice: 1-800 800-247 247-6803 ext. 6674 6803 ext. 6674 Internet: [email protected] Internet: [email protected]
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Page 1: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Factors to Account For When BalancingRations Around Ensiled Corn

(Corn Silage & High Moisture Corn)

Bill Seglar, DVM,Bill Seglar, DVM, PASPAS

Senior Nutritionist and VeterinarianSenior Nutritionist and Veterinarian

Pioneer Nutritional SciencesPioneer Nutritional Sciences

Pioneer HiPioneer Hi--Bred Intl., Inc.Bred Intl., Inc.

Voice: 1Voice: 1--800800--247247--6803 ext. 66746803 ext. 6674

Internet: [email protected]: [email protected]

Page 2: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Observe the Obvious To StayOut of the Ditches

Observe the Obvious To StayOut of the Ditches

Page 3: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Hierarchy of Ensiled CornFeeding Considerations

Hierarchy of Ensiled CornFeeding Considerations

Recognize the obvious• Quality variability during feedout

• Moisture/maturity

• Grain particle size/distribution

• Forage particle size/distribution

• Duration of storage times (increased starch digestion)

• Feed delivery and cow-side observations

Employment of current laboratory analytical offerings

• NDF digestion

• Starch availability

• Physical forage chop length and grain particle size

Ration balancing considerations

• Energy supplementation and sources

• Protein supplementation opportunities

• Assessing for total physically effective fiber (peNDF)

Page 4: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Silo Safety Practices Must Be FollowedSilo Safety Practices Must Be FollowedWhen Working Around and in SilosWhen Working Around and in Silos

Silo Safety Practices Must Be FollowedSilo Safety Practices Must Be FollowedWhen Working Around and in SilosWhen Working Around and in Silos

Many horizontal silosare built too high to besafe

Upright silo dangers

Potential respiratoryailments from inhalingsilage odors

8 ft lengths

Page 5: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Know What’s Being FedOut of the Silos

Know What’s Being FedOut of the Silos

Page 6: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Digital image shows loose face with loose silage on floor of silo (circled)

IR image shows varying temperatures across the face

• 127o temp is silo floor

• 118o is loose silage on floor of silo

• one can conclude there are micro- fermentation environments on this face that areundergoing aerobic instability

Using Thermo Imaging to DemonstrateUsing Thermo Imaging to DemonstrateAerobic Instability at Silo FaceAerobic Instability at Silo Face

Using Thermo Imaging to DemonstrateUsing Thermo Imaging to DemonstrateAerobic Instability at Silo FaceAerobic Instability at Silo Face

NonNon--Contact ThermometerContact ThermometerWill Get You ThereWill Get You There

For ~ $50For ~ $50--100100

Page 7: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Managing for Nutrient Variation:Managing for Nutrient Variation:Top to Bottom of Silo FaceTop to Bottom of Silo Face

Managing for Nutrient Variation:Managing for Nutrient Variation:Top to Bottom of Silo FaceTop to Bottom of Silo Face

Page 8: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Using Thermo Imaging to DemonstrateUsing Thermo Imaging to DemonstrateLoose Silage Not Fed DailyLoose Silage Not Fed Daily

Using Thermo Imaging to DemonstrateUsing Thermo Imaging to DemonstrateLoose Silage Not Fed DailyLoose Silage Not Fed Daily

Area of silage removedArea of silage removedshowed

123123ooF silageF silage

Page 9: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

32.8

28.9 33.9 37.8 35.4 35.4

34.1 31.3 32.9 31.1 29.7

33.4

33.030.133.0

33.3

36.5

34.4

34.5

Example of %DM VariationExample of %DM VariationAcross the Silo FaceAcross the Silo Face

31.3

32.0 31.8 34.3 33.9 33.6

Range = 28.9 – 37.8 (8.9)

Range = 31.8 – 34.3 (2.5)

AVG.

Bolinger, Pioneer HiBolinger, Pioneer Hi--Bred 2010Bred 2010

Page 10: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

30.5

29.6 37.6 31.1 36.5 37.4

30.6 26.8 31.5 25.7 28.7

31.8

36.727.028.6

30.7

29.1

32.9

25.9

31.6

29.6 30.5 32.8 30.3 31.4

Range = 25.9 – 37.6 (10.8)

Range = 29.6 – 32.8 (3.2)

AVG.

Example of % Starch VariationExample of % Starch VariationAcross the Silo FaceAcross the Silo Face

Bolinger, Pioneer HiBolinger, Pioneer Hi--Bred 2010Bred 2010

Page 11: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

47.0

40.4 41.5 41.9 51.1 48.1

49.9 45.6 46.4 46.9 46.9

48.6

49.141.946.6

47.2

46.8

50.2

38.1

45.3

45.6 43.0 46.5 46.5 47.2

Range = 38.1 – 51.1 (13.0)

Range = 43.0 – 47.2 (4.2)

AVG.

Example of %NDFD (24 hr)Example of %NDFD (24 hr)Variation Across the Silo FaceVariation Across the Silo Face

Bolinger, Pioneer HiBolinger, Pioneer Hi--Bred 2010Bred 2010

Page 12: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

How Do We Manage For DryHow Do We Manage For DryMatter Intake Variations?Matter Intake Variations?

How Do We Manage For DryHow Do We Manage For DryMatter Intake Variations?Matter Intake Variations?

From:

To:

Bolinger, Pioneer HiBolinger, Pioneer Hi--Bred 2010Bred 2010

Page 13: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Mix Your Feed Before You Mix It!Mix Your Feed Before You Mix It!Mix Your Feed Before You Mix It!Mix Your Feed Before You Mix It!

Bolinger, Pioneer HiBolinger, Pioneer Hi--Bred 2010Bred 2010

Page 14: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

OnOn--Site Tools to Utilize ForSite Tools to Utilize ForAssessment of Corn Silage QualityAssessment of Corn Silage Quality

OnOn--Site Tools to Utilize ForSite Tools to Utilize ForAssessment of Corn Silage QualityAssessment of Corn Silage Quality

Penn State SeparatorPenn State Separator

ZZ--Box from Miner InstituteBox from Miner Institute

3232--oz beverage cupoz beverage cupat silo side can tellat silo side can telllots about the silagelots about the silage

Page 15: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Chop Lengths and Kernel ProcessingChop Lengths and Kernel ProcessingCritical in Determining How Corn Silage WillCritical in Determining How Corn Silage Will

Feed To Dairy CowsFeed To Dairy Cows

An example of a very poor job of processing

Page 16: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Quantifies % of starch in damagedvs. undamaged kernels

Sieve(mm)

Interpretation

19 coarse

13 coarse

9.5 coarse

6.7 coarse

4.75 coarse /% starch

3.35 medium

2.36 medium

1.18 medium

0.6 fine

pan fine

4.75mm screen

Starch not asavailable inkernels on orabove thisscreen (¼kernel piecesand greater)

Starch moreavailable inkernelsbelow thisscreen

The 4.75 mmscreen is is themost important

sieve

Also calculates peNDF using fiber above 1.18mm screen as thepe factor (wet sieving using the Penn State Separator does not

give valid peNDF values)

RoRo--Tap Lab Method Can QuantifyTap Lab Method Can QuantifypeNDF DeterminationspeNDF Determinations

Test is offered by AgriTest is offered by Agri--Labs in Guelph,Labs in Guelph, ONTONT

Page 17: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

SievingSieving HMCHMCSievingSieving HMCHMC Sieves #4, 8, 16,

30, and pan

Available fromSeedboroEquipment Co.312-738-3700 for$200

Use a fixed amount(100 - 200 g)

Calculateproportion of grainon each screen

Dry ground cornretained on #4 or 8sieves may notdigest well

Finer grinds maybe better utilizedbut amount fed,fiber feeding &feedingmanagement mustbe good

Source: Mike Hutjens, University of Illinoisand Mary Beth Hall, University of Florida

#4, >4500, whole & coarse

#8, >2200, cracked

Can be used to screen manure

#16, >1100, dairy grind corn

#30, >500, pig feed

Pan, <500, powder, poor mans sugar vs.adding 2-4% sugar in the ration

4 8

16 30 Pan

Page 18: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Corn Grain Particle Size GuidelinesCorn Grain Particle Size GuidelinesScreen #4 #8 #16 #30 Pan

HM Corn(>30%)

75 25 0 0 0

HM Corn(25-30%)

25 50 25 0 0

HM Corn

(<25%)

0 <10 30 50 <20

Dry Corn 0 <10 30 50 <20

Source: Mike Hutjens,PhD2002 Four State Professional Dairy

Management Seminar

The dryer the corn, the less recommended on the largerscreens, reflective of reduced starch availability as protein-

starch matrix becomes more complexed

Page 19: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Relative Corn Index (RCI)Relative Corn Index (RCI)Coarse Corn Fine Corn

Screen Factor % Score % Score

#4 1 10 10 0 0

#8 2 30 60 10 20

#16 3 45 135 40 120

#30 4 10 40 40 160

Pan 5 5 25 10 50

RCI Score 270 350

Score <200 High moisture corn (>28%)

High starch corn silage (>35%)

High starch rations (>28%)

Finely chopped forages

Score >300 Dry corn

Low starch corn silage (<30%)

Modest starch rations (<28%)

Legume-based forages

TMR with adequate particle size

Source: Mike Hutjens,PhD2002 Four State Professional Dairy

Management Seminar

Page 20: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Key Measurements• mean particle size = 1254 µ• SD = 2.74• Moisture = 27%

Nutritionist’s HMC Goals:

• 28-30% moisture

• 750 - 800 microns +/- 50• SD of < 2.5

Example ofExample of HMCHMC Particle Size Data FromParticle Size Data FromCommercial LaboratoryCommercial Laboratory

Page 21: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Source. Mike Hutjens. Presentation at 2004 World Dairy Expo

Page 22: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Manure Starch Content GuidelinesManure Starch Content GuidelinesMike Hutjens, Dairy Herd Management Nutritionist e-Network –

Vol. 3, Issue 1, 1-16-09.

Manure Starch Content GuidelinesManure Starch Content GuidelinesMike Hutjens, Dairy Herd Management Nutritionist e-Network –

Vol. 3, Issue 1, 1-16-09.

Testing manure for starch content remains controversial

University of Pennsylvania researchers equation to estimate total tractstarch digestibility

• Apparent Digestibility of Starch = 0.9872 - (0.0176 times percent fecalstarch, DM basis). (R2 = 0.73 )

• Pennsylvania researchers suggest that fecal starch be under 5 percent,and that each additional one-percentage-point decline in fecal starchcan support 0.67 pound of additional milk at the same dry-matter intake.

University of Illinois research from 19 herds in southwestern Illinois. T

• Aaverage fecal starch content was 6 percent, with a range of 3.9 to 9.9 percent.

• Resulted in an average starch digestibility of 84.6 using an Illinois formula: ApparentDigestibility of Starch = 93.73 - (2.61 x % fecal starch) + (0.91 x % fecal lignin). (R2 =0.73 )

When taking a composite sample, be sure to sample five to 10 cows andsend in 1 to 2 cups of manure for testing (check with your lab first).

Page 23: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Why Process Corn Silage andWhy Process Corn Silage and HMCHMC??

The primary reasons toprocess grains is to improvethe starch availability byincreasing surface area ordisrupting starchgranule:protein matrix.

Processing generallyimproves the feeding valueof grains from 5-15%.

Page 24: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Vitreous endosperm.Also called horneous,corneous or hard endosperm.Primary starch in flint corn.Most commercial hybrids are55-65%. Source of drymilling grits. Tightlycompacted and translucent.Laid-down and complexedwith zein proteins late in thegrain maturation process.Higher levels in mature, hightest weight, high densitykernels.

Dent

Crown

Pericarp (bran)

Floury endosperm.Floury starch is more“open” in structure yetopaque in appearance. Atfull maturity, dent corncontains about equalproportions of hard tofloury starch

Hilum or abscission layer. Alsocalled black layer. Caused bycollapse and compression ofseveral layers of cells atphysiological maturity. When thisappears, no more starch will bedeposited in the kernel.

Source of original diagram: Hoseney, 1986. Principles of Cereal Science and Technology. Am Assoc of Cereal Chemists, St. Paul, MN

Pericarp (bran):3-6% of corn (25% of oats)but half of total kernelNDF (10%). Pericarp canremain attached to somestarch and tenacity ofadherence can limitbacterial access. A largerkernel may beadvantageous by havingless pericarp as a % of total(starch) weight.

Germ Most ash, oil andessential amino acids are inthe germ. For each 1%increase in oil, expect 1.3%decrease in starch.

Page 25: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

flint dent

To Allow Starch Granule Accessibility,To Allow Starch Granule Accessibility,Damage to theDamage to the PericarpPericarp is Criticalis Critical

Pericarp (bran): Half oftotal kernel NDF (10%).Pericarp can remainattached to some starchand tenacity of adherencecan limit bacterial access.A larger kernel may beadvantageous by havingless NDF and lesspericarp as a % of totalweight.

Page 26: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

What about Floury vs. Vitreous EndospermWhat about Floury vs. Vitreous Endosperm

Extent of vitreousnessbest determined by:- Physical dissection- Measuring absolute density

(not test weight)

- Stenvert mill grinding method

Common Terminologydent vs. flint grain

floury vs. vitreous starchsoft, porous vs. hard, denselight vs. heavy test weight

floury vs. horny endospermopaque vs. translucent

Floury

Vitreous

Page 27: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Published References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMCPublished References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMC

DentFlint

2002 work on vitreousness, per se, out ofRandy Shaver's lab in Wisconsin reportedthat.....Ruminal starch availability showeda decline after the BL (blacklayer) stageof maturity....

Source: Correa, C.E.S., R.D. Shaver, M.N. Pereira, J.G. Lauer andK. Kohn. 2002. Relationship between corn vitreousness andruminal in situ starch degradability. J. Dairy Sci. 85:3008-3012

Page 28: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

DentFlint

2002 work on vitreousness, per se, out ofRandy Shaver's lab in Wisconsin reportedthat.....Ruminal starch availability showeda decline after the BL (blacklayer) stageof maturity....

Note: This study was conducted with fresh kernels thathad not undergone any of the effects of fermentation

Source: Correa, C.E.S., R.D. Shaver, M.N. Pereira, J.G. Lauer andK. Kohn. 2002. Relationship between corn vitreousness andruminal in situ starch degradability. J. Dairy Sci. 85:3008-3012

Published References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMCPublished References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMC

Page 29: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

DentFlint 2005 paper out of Denmark looking at starch

digestibility of a very flinty French hybridharvested (and processed) as corn silage at25, 35 and 40% DM….

• the ruminal starch digestion did decrease from93 to 91%…when the fresh crop was analyzed.

• After the crop was fermented, no difference inruminal starch digestion was detected due tomaturity even in this flinty germplasmharvested as mature as 40%DM!

Source: Jensen et al. Animal Feed Science and Technology. 118:3-4, 279-294

Effect of fermentationin European study

Published References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMCPublished References Indicate VitreousnessPublished References Indicate Vitreousness NotNot AAFactor When Corn Is Harvested As Silage orFactor When Corn Is Harvested As Silage or HMCHMC

Page 30: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

When fed as high moisture cornhigh moisture cornor steam flakedsteam flaked, the ruminal

starch digestibility differencesare extremely small (1- 2%)

Source: F.N. Owens, Pioneer Research

80

85

90

95

100

Sta

rch

dig

estion,

%

34N

43

31G98

33P66

34M

94

31N

27

32R42

31A12

33B50

33R77

34B97

Dry

Rolled

Fla

ked

HM

C

Ruminal Starch Digestibility, %

Test Wt 5 5 6 6 6 6 5 5 4 7Scores

10 Pioneer hybrids selected for vitreousness diversity

When fed as dry rolled grain,dry rolled grain,ruminal starch digestibility

between hybrids did differ by10%

Bottom line: moving from CS to dry cornwill change the amount of ruminal starch

availability much more than changinghybrid genetics.

Pioneer Research Shows the Biggest Impact OnStarch Digestion is the Form Being Fed (e.g. dryrolled vs. high moisture), not hybrid vitreousness.

Pioneer Research Shows the Biggest Impact OnStarch Digestion is the Form Being Fed (e.g. dryrolled vs. high moisture), not hybrid vitreousness.

Page 31: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Nutritionists Need To Recognize That WellNutritionists Need To Recognize That Well--Processed CornProcessed CornSilage andSilage and HMCHMC Has Much Faster Rumen Digestion KineticsHas Much Faster Rumen Digestion Kinetics

Corn meal

Corn silage -conventional

HMSC

Time

Corn silage -processed

Source: Dr. Bill Stone, Cornell University

Page 32: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Maturity of Crop Determines StarchDigestibility Endosperm Variation

Maturity of Crop Determines StarchDigestibility Endosperm Variation

WPCS Grain HMC Grain Dry Grain

Greater Than

25% Moisture

Less Than

25% MoistureMinimal STRd differencedue to endosperm type

STRd difference impactedby endosperm type

Page 33: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

20 22 24 26 28 30 32 34

GRAIN ME

ADG

2.8

2.9

3

3.1

3.2

3.3

3.4

3.5

3.6GRAIN ME

ADG

Moisture of Corn vsMoisture of Corn vs ADGADG and MEand ME

ADG MAX

ME MAX?

MOISTURE CONTENT, %

Page 34: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

EVOLUTION OF " AMAT" and " A2"

y = 0.0507x + 46.765

R2

= 0.9432

y = 0.0424x + 47.846

R2

= 0.8822

45

50

55

60

65

0 50 100 150 200 250 300

TIME (d)

(%)

A2

AMAT

Effect Of Time In Storage In SiloEffect Of Time In Storage In SiloOn Nutritional ValueOn Nutritional Value

Effect Of Time In Storage In SiloEffect Of Time In Storage In SiloOn Nutritional ValueOn Nutritional Value

ESSAI ENSILAGE DE MAÏS 2001/2002- CENTRALYS

AMAT = % Soluble ProteinA2 = % Starch

Page 35: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

DRC 24 HMC 28RECON 30 HMC 35RECON

0

20

40

60

80

100

0 56 112 168 224 280 336 392

Ensiling Period (d)

ISD

MD

,%

NE Study of Corn Grain Processing MethodsNE Study of Corn Grain Processing Methods

Changes in ISDMDChanges in ISDMD

J.R. Benton, G.E. Erickson, and T.J. Klopfenstein, University of Nebraska, Lincoln;

Abstract # 936. 2004 ASAS/ADSA Sessions St. Louis, MO

Page 36: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Panel Discussion at 2009 CNC: Interpreting and Implementing StarchPanel Discussion at 2009 CNC: Interpreting and Implementing StarchDigestibility Information in the FieldDigestibility Information in the Field

(Ian Shivas, Charlie Sniffen, Ralph Ward)(Ian Shivas, Charlie Sniffen, Ralph Ward)

Panel Discussion at 2009 CNC: Interpreting and Implementing StarchPanel Discussion at 2009 CNC: Interpreting and Implementing StarchDigestibility Information in the FieldDigestibility Information in the Field

(Ian Shivas, Charlie Sniffen, Ralph Ward)(Ian Shivas, Charlie Sniffen, Ralph Ward)

Field use of currently available lab procedureswere discussed including:• 1) production of glucose in 7 hours with addition of amylase

• 2) DSA (direct starch assay) test

• 3) corn silage processing score

• 4) in vitro incubation for specific time periods with or withoutadditional incubation with intestinal enzymes

• 5) the gas production curves with pool size estimatingprocedures used by Ritchie Feeds (Jay Johnston)

Points of discussion• Grain genetics and processing factors were suggested to alter the

subdivision of dietary starch within feeds into fast and slow digesting pools

• Focus was on need to develop methods to provide values for pool sizes thatcould be fitted into the CNCPS model to estimate extent of ruminal digestion

• Post-ruminal digestion of starch leaving the rumen, though mentioned by thepanel, seemed of little concern despite the fact that starch fermented in thelarge intestine has limited energy value and may have adverse nutritionaleffects (HBS),

• Participant discussion centered on acidosis problems from too rapid ruminalstarch digestion

Source: Shivas, Ian C. 2009. interpreting and implementing starch digestibility information in the field. Proceedings 71st Cornell Nutrition Conference for Feed Manufacturers. Oct 20-22, 2009. Doubletree Hotel, East Syracuse, NY

Page 37: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Larson and Hoffman published work in2008 on an easier lab method to quantifycorn starch based on (zein) proteins

JDS 91:4834, 2008.

Source: Hoffman and Shaver. 2009. A Guide to Understanding Prolamins http://www.uwex.edu/ces/dairynutrition/

Page 38: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Kernel Proteins (Prolamins, Zein)Kernel Proteins (Prolamins, Zein)Kernel Proteins (Prolamins, Zein)Kernel Proteins (Prolamins, Zein)

Proteins surrounding starch granulesconsist of prolamins, like zeins, andother proteins (albumins, globulins,glutelins).

Prolamins are the starch encapsulatingstorage proteins of interest because theyare proven to interfere with starchdigestion.

They derive their name from a relativelyhigh content of the amino acid proline(and glutamine).

Corn prolamins tend to be in higherconcentrations in the vitreous (glassy)endosperm than in floury endosperm.

Prolamins for each cereal grain havespecific and historic names (wheat-gliadins, oats-avenins, barley-hordeins)and small grains have lower prolamincontent that corn (zeins) or sorghum(kafirins)

Source: http://www.uwex.edu/ces/dairynutrition/documents/FGES-ProlaminGuide.pdfSource: Mahanna, B. 2009. Digestibility of corn starch revisited: Part 1. Feedstuffs Vol. 81, No. 6. (page 3)

Page 39: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Source: http://www.uwex.edu/ces/dairynutrition/documents/WisconsinFGES.pdf

Page 40: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

If concentration of total zeins (prolamins) in corn grain alters starchaccessibility in vivo, one would expect that site and extent of starchdigestion would be proportional to concentration of zeins or thezein:protein ratio.

In an unpublished steer digestion trial, grains from isogenic hybridsthat differed in content of zeins were fed.• reducing the concentration of zein failed to increase starch disappearance in the

rumen, small intestine, large intestine, or total tract when these grains were fed aseither dry rolled or steam flaked grain.

• However, with dry rolled grain, ruminal degradation of dietary protein tended to begreater for the hybrid with reduced zeins, indicating that protein digestibility had beenincreased (Owens, 2009).

• Failure for a reduction in zeins to improve starch digestion by steers fed isogenic cornhybrids in this trial makes one question the practical importance of total prolaminconcentration relative to other factors (particle size, pericarp shielding, degree ofdisulfide linkage) that can alter accessibility of starch for digestion and the energyavailability of dry rolled corn grain (Owens, 2009).

Source: Mahanna, B. 2009. Digestibility of corn starch revisited: Part 2. Feedstuffs Vol. 81, No. 10.

Impact of Endosperm Storage Proteins (Prolamins,Zein) Ability to Predict Ruminant Starch Digestion

(Validation on Live Animals is Needed)(Validation on Live Animals is Needed)

Impact of Endosperm Storage Proteins (Prolamins,Zein) Ability to Predict Ruminant Starch Digestion

(Validation on Live Animals is Needed)(Validation on Live Animals is Needed)

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Digestion Rate Methodology Provides Means toDetermine Fate of Carbohydrates in the RuminantDigestion Rate Methodology Provides Means to

Determine Fate of Carbohydrates in the Ruminant Digestion rate carbohydrate pools

• Fast

• Slow

Provides inputs CNCPS and CPM

FastPool

SlowPool

FastPool

Slow Pool

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Comparison of Fast and Slow Pool Digestion RatesComparison of Fast and Slow Pool Digestion Rates(similar starch concentration both samples)(similar starch concentration both samples)

Comparison of Fast and Slow Pool Digestion RatesComparison of Fast and Slow Pool Digestion Rates(similar starch concentration both samples)(similar starch concentration both samples)

Lower Kd rates andLong time (hrs) to max Kd

Faster Kd rates andShorter time (hrs) to max Kd

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Consider Where Digestion OccursConsider Where Digestion OccursIn The RuminantIn The Ruminant

Fermentation Digestionby Microbes

Intestinal Digestionby Animal Enzymes

Starch

Kp

KdId

rumen by-pass

rumen by-pass

Starch

Fiber

Hindgut Digestionby Microbes

Starch

Fiber

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Know the starch content, adjust for rates ofruminal digestion and balance around it,=>simply means a less expensive ration.

70 lbs wet (30%DM) CS

Even at 45% starch you only feed 9.5 lbsstarch/cow/day (21lbs DM * .45 = 9.45)

• If eating 55 lbs DMI that is only 17% starch in theration from corn silage

• Compare to comfort level of 25-30% starch in theration…55 * .25 = 13.8 lbs total starch.

You Simply CanYou Simply Can NotNot Feed Corn SilageFeed Corn SilageWithWith TooToo Much StarchMuch Starch

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Stover ConsiderationsStover Considerationsin Corn Silagein Corn Silage

Stover ConsiderationsStover Considerationsin Corn Silagein Corn Silage

NDF Contribution

NDF Digestion

Physically Effective NDF

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As Starch Concentration Increases, NDFConcentration Decreases

As Starch Concentration Increases, NDFConcentration Decreases

Seedling totassel:

primarily whentons of stover

are deposited onthe crop

Tassel toblack layer:

primarilywhen grainproductionoccurs onthe crop

NDF needs met by other forage sources,increasing corn silage in the ration,or use of non-forage fiber sources

Corn Ear Development Has a Dilution EffectCorn Ear Development Has a Dilution Effecton Relative NDF Contribution in Corn Silageon Relative NDF Contribution in Corn SilageCorn Ear Development Has a Dilution EffectCorn Ear Development Has a Dilution Effecton Relative NDF Contribution in Corn Silageon Relative NDF Contribution in Corn Silage

Starch deposition in grain and NDF digestionStarch deposition in grain and NDF digestionare not mutually exclusive in hybrids.are not mutually exclusive in hybrids.

Corn silage can possess high starchCorn silage can possess high starchconcentration and high NDF digestibilityconcentration and high NDF digestibility

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NDF Nutrient Availability to the Ruminant

A Look at Cell Wall Structure

Cellulose and Hemicellulose

Lignin

Lignification reduces availability of Cellulose and Hemicellulose

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Fiber Digestion of the Cell WallFiber Digestion of the Cell Wall

Lignin Concentration GradientLignin Concentration Gradient

Cell contents

Cell contentsCell contentshigh in sugarshigh in sugars

Secondary WallNDFD drops fastwhen thickened

and lignified

Primary WallPrimary WallCan be fairlyCan be fairlylignified andlignified and

NDFD stillNDFD stillremains highremains high

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Can Lignin Be Used to Calculate NDFD?Can Lignin Be Used to Calculate NDFD?Can Lignin Be Used to Calculate NDFD?Can Lignin Be Used to Calculate NDFD?

Impact on digestion

• Directly: The indigestible portion of NDF

• Indirectly: inhibits digestion of chemicallyassociated fiber

More descriptive to use lignin/NDF tocalculate NDFD

0.75 ((NDF-NDICP)-L)) * (1-(L/(NDF-NDICP)0.667)

Estimated and constant digestion coefficient

Degradable cell walls calculated by difference

Cell-wall digestibility as a function of ligninand cell-wall surface area

e.g. truly digestible NDF:

Assumptions:- digestibility coefficients- chemical associations

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Source: Jung, H. 1996. Identification of Cell Wall Traits that can be Manipulated to Improve Forage Digestibility. Page 11. USDFRCInformational Conference with Dairy and Forge Industries http://www.dfrc.wisc.edu/Research_Summaries/ind_meet/dfrc2.pdf

Lignin Content Alone IsLignin Content Alone Is NotNot Well AssociatedWell AssociatedWith Fiber Digestibility.With Fiber Digestibility.

Lignin Content Alone IsLignin Content Alone Is NotNot Well AssociatedWell AssociatedWith Fiber Digestibility.With Fiber Digestibility.

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Why Measure NDFDWhy Measure NDFD in vitro vs.vs.Calculating Via Lignin?Calculating Via Lignin?

Why Measure NDFDWhy Measure NDFD in vitro vs.vs.Calculating Via Lignin?Calculating Via Lignin?

Lignin wet chem assay difficult and itscalibration with NIRS has been poor

Lignin to NDFD equation is theoreticallybased

Lignin explains about half of the in vitroNDFD variation

• Stover NDF and lignin contents & NDFDwith maturity, while WP NDF and lignincontents are constant or as % grainincreases

Randy Shaver, UW 2006

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There is no doubt that fiberdigestibility is important toenergy availability and DMintakes. Michigan researchers, Oba and

Allen (1999), reported thatenhanced forage NDF digestibilitysignificantly increased dry matterintake and milk production of dairycows.

One unit increase in NDFD wasassociated with .37 lb increase inDMI

Literature review shows one unitincrease of NDFD = 0.53 lb. milk

(Source: Allen, Coors, Roth. 2003. Silage Science and Technology Monograph #42)

Selecting for Fiber Digestibility in Corn SilageImportance to the Dairyman

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Ration = 40% forage 65% forage

Corn silage type = bmr control bmr control

NDF, % ration DM 28.7 29.1 37.5 38.4

Starch, % ration DM 37.2 37.6 26.1 26.8

DM Intake, kg/d 24.7 23.9 22.9 21.5

Ration DM Dig., % 67.0 67.9 66.2 68.7

CS IV NDF Dig., % at 30 h 55.9 46.5 55.9 46.5

Source: Dave Mertens, 2004 Discrepancies in Capturing Forage Improvements by the Cow - Oba and Allen,2000

Increased Corn Silage NDFD Results Tends toShow Increased Milk Production. Note F/E of

low to high forage rations.

Increased Corn Silage NDFD Results Tends toShow Increased Milk Production. Note F/E of

low to high forage rations.

3.5% fat-corrected milk,kg/d 35.6 34.3 35.8 32.6

Feed Efficiency, kg Milk/kg DMI 1.44 1.44 1.56 1.52

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Comparison of Alfalfa and Corn SilageComparison of Alfalfa and Corn SilageQuality Based on Stage Of GrowthQuality Based on Stage Of Growth

Comparison of Alfalfa and Corn SilageComparison of Alfalfa and Corn SilageQuality Based on Stage Of GrowthQuality Based on Stage Of Growth

Feed

Valu

eC

om

parison

Vegetative Reproductive

Alfalfa

Corn Silage

Page 55: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Individual Forages Vary for NDFd2006 Dairyland Database

Individual Forages Vary for NDFd2006 Dairyland Database

4030 6050 8070

NDF Digestibility

Alfalfa Silage

Grass Silage

Corn Silage

Fora

ge

Cro

p

Page 56: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Definitions and Acronymsof Digestibility

Definitions and Acronymsof Digestibility

Digestion: measured in the laboratory by disappearance• Digestibility = (nutrient measured at start - nutrient residue)/100

Types of digestion• In situ (IS) = within the place

• In vitro (IV) = within the glass

• In vivo = within the living

Primary analyses for digestion• DM = dry matter

• OM = organic matter

• NDF = neutral detergent fiber

• STR = starch

Timepoints: 12, 24, 30, or 48 hours

Grind sizes: 1 mm; or 6 mm

Examples of Common acronyms• IVTDMD (48 hrs, 1 mm) = in vitro true dry matter digestion

• ISTDMD (48 hrs, 1mm)= in situ true dry matter digestion

• IVNDFd (30 hrs, 6 mm) = NDF digestion, expressed as % of NDF

• IVDNDF (30 hrs, 6, mm)= digestion of NDF, expressed as % of DM

• IVSTRd (12 hrs. 6 mm) = digestion of starch, expressed as % of starch

Page 57: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

3 considerations of digestiblity in theruminant

• Extent = amount digested at determinedtimepoint

• Rate = % digested per hour

• Site = rumen or intestine

Rumen Kinetics (K)

• Kd = Rate of digestion/hr

• Kp = Rate of passage/hr

• Id = Intestinal digestion

Digestion Dynamicsand More Definitions and Acronyms of Digestibility

Digestion Dynamicsand More Definitions and Acronyms of Digestibility

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What Timepoint is Important for NDFD?What Timepoint is Important for NDFD?

24 hrs 48 hrs

Family of NDFD curvesfrom repeated sub-samples

run from the same forage sample

24 hour NDFDMore variability, but also

morebiological relevancy.

Solution – run more samples48 hour NDFDLess variability,

but also lessbiologicalrelevancy

More variation does not necessarily mean less utility(you just have to determine methods to reduce variability and/or run more samples)

Dave Mertens, USDA FRC

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Differences in Corn Silages NDFD atDifferences in Corn Silages NDFD atVarious Time PointsVarious Time Points

Differences in Corn Silages NDFD atDifferences in Corn Silages NDFD atVarious Time PointsVarious Time Points

Samples 6 hr 12 hr 24 hr 30 hr 48 hr

1 7.5 20.5 44.1 52.2 56.0

2 5.8 18.9 41.9 49.0 55.2

3 5.3 16.0 37.4 46.0 51.3

4 7.9 16.5 37.7 45.7 52.5

5 BMR 12.3 39.5 59.9 67.5 71.2

6 BMR 7.9 32.8 52.0 58.4 64.4

7 BMR 8.8 31.1 52.0 59.3 65.0

Average 7.88 25.00 46.40 54.0 59.40

Range 89 % 94 % 49 % 40 % 34 %

Ralph Ward, CVAS 2007

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Sample preparation

Open or closed in vitro vessel systems

German research: NDFd starts becoming lessrelevant beyond 24 hr in vitro incubation dueto biomass utilization

48 hr digestions are more repeatable, butreview of literature (Owens 2005) shows thismeasure over-predicts actual NDF digestionthat will occur in the rumen of the cow.

48 hr digestions highly correlate with ratio oflignin to NDF

What Timepoint is Important for NDFD?Other Considerations—Know your Lab

What Timepoint is Important for NDFD?Other Considerations—Know your Lab

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Four options:1. Chop finer

2. Plant low-lignin crops

3. High-chop

4. Use inoculants designed withsilage bacteria that produceenzymes that speed up fiberdegradation when it gets to therumen bacteria.

How Can We Improve Silage NDFD WhenHow Can We Improve Silage NDFD WhenRuminants Digest only 40Ruminants Digest only 40--70% of NDF?70% of NDF?

How Can We Improve Silage NDFD WhenHow Can We Improve Silage NDFD WhenRuminants Digest only 40Ruminants Digest only 40--70% of NDF?70% of NDF?

Conventional hybrids have minimalConventional hybrids have minimalNDFD differencesNDFD differences

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NDF Quantity and Physical Form Needs to be ConsideredNDF Quantity and Physical Form Needs to be Considered

Source: Dr. Leonard Martin – Purina (Cargill) Canada

Cell Wall Structure• Cellulose• Lignin• Hemicellulose

No Structure---no peNDF

Van Soest’s Hotel Theory: physical form of the fiber needs to be considered along with the quantity of fiber

Physically Effective NDF (peNDF)Physically Effective NDF (peNDF)

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Relationships BetweenNDF, peNDF, and eNDFRelationships BetweenNDF, peNDF, and eNDF

SolubleCOH

SolubleProtein

IntrinsicBuffering

DietaryFat

NDFpeNDFeNDF

Page 64: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Z-Box from Miner InstituteZ-Box from Miner Institute Particle separation device to

determine the physicaleffectiveness factor (pef) of aforage or TMR using an “asfed” sample on farm.

In conjunction with the sampleNDF, peNDF can bedetermined through theequation pef x NDF = peNDF.

$250 cost

• 1 Z-Box particle boxseparator

• 0.51” screen for CS andTMR’s

• 0.58” screen for HCS

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Particle Separation DeterminationParticle Separation Determination

Assesses particle lengths

Tools available: Penn State System

Sieveswww3Nasco.com

Scale: Wal-Mart

Where to use

– TMR

– Silo site at time of filling

– Refusals

What this tells

– Over-mixing of TMR?

– Assesses harvest processing efficiency?

– Sorting?

Screen sizes- 0.75 in- 0.31 in- 0.05 in

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Effective Fiber Availability FromSeveral Forage Sources

Effective Fiber Availability FromSeveral Forage Sources

Feedstuff NDF, %DM % EfNDFAbsolute

Ef NDF/lb DM

Straw 65 100 .65

CS 40% G:S 45 75 .34

CS 50% G:S 38 75 .29

CS 50% G:S(long chopped length)

38 82 .31

Alfalfa Hay180 RFV

38 90 .32

Alfalfa Silage180 RFV

38 82 .31

Wheat Silage 56 82 .46

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Fragility of NDFFragility of NDFFragility of NDFFragility of NDF

Miner Institute evaluated therelationship between forage fiberdigestibility and its fragility, orhow easily the forage is brokendown during chewing.

Nutritionists know that someforage fiber breaks down morequickly than others duringchewing (such as straw versushigh quality grass hay or cornsilage)

Miner research involvesmethods to incorporate ameasure of fragility into rationformulation.

All NDF is not the same!All NDF is not the same!

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Estimating Physically Effective NDFEstimating Physically Effective NDF(peNDF) From Particle Size Measurements(peNDF) From Particle Size Measurements

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Physical Effective NDF (peNDF)

Requirements of Dairy CattlePhysical Effective NDF (peNDF)

Requirements of Dairy Cattle Minimum fiber rations using peNDF

• Between 19-23% of ration DM

Meeting peNDF Needs in the Dairy Ration

lbs. DM Fed peNDF lbs peNDF

Forage

Wheat Straw 2 60 1.2

Alfalfa Silage 13 32.8 4.3

Corn Silage, Proc 13 34 4.4

Total from Forages 9.9

Total Ration 50 19-23

peNDF, % DM 19.8

Page 70: Factors to Account For When Balancing Rations Around ... Education/2010... · Assessment of Corn Silage Quality Penn State Separator Z-Box from Miner Institute 32-oz beverage cup

Straw works even better than the corn stalkStraw works even better than the corn stalk(because it is unfermented, dry, hollow and floats better in the rumen)

Straw works even better than the corn stalkStraw works even better than the corn stalk(because it is unfermented, dry, hollow and floats better in the rumen)

Source: Kurt Contanch. News from the Forage Lab. Miner Farm Report June 2005http://www.whminer.com/Farm%20Report/2005-06.pdf

If you are new to feeding high-chop silage, and are already feeding high-forage quality to begin with, watch out for ration scratch problems (lowpe-NDF) that could lead to acidosis issues.

The high-chop CS provides a net loss of 27 minutes of chewing time,plus a net increase of 0.3 lbs of starch.

Adding 1 lb of straw to the high-chop CS ration increased the totalminutes of chewing time by 79-minutes above the conventional CS.

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Quantifies % DM retained on 1.18 mmscreens and above in determining “pef”value

Quantifies % of starch retained on 4.75mm screens and above

Provides particle separation information

Sieve (mm) Interpretation

19 coarse

13 coarse

9.5 coarse

6.7 coarse

4.75 coarse / %starch

3.35 medium

2.36 medium

1.18 medium

0.6 fine

pan fine

RoRo--Tap Lab Method Can QuantifyTap Lab Method Can QuantifypeNDF DeterminationspeNDF Determinations

Test is offered by Dairyland, DairyTest is offered by Dairyland, Dairy--1, and Cumberland Valley1, and Cumberland Valley

1.18 mm screen

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Opportunities For Increased DairyProduction and Efficiencies By Detailed

Characterization of Corn Silage and HMC

Opportunities For Increased DairyProduction and Efficiencies By Detailed

Characterization of Corn Silage and HMC

Opportunities• Increased utilization of cell wall carbohydrates

• Maximizing peNDF from corn silage

• Understanding starch availability to the ruminant

Results• Feeding efficiency increases with lower

supplemental energy sources in ration

• Often supplemental protein can be lowered in ration

– Taking advantage of nitrogen recycling

Lower soluble protein in ration

– Due to increased rumen microbial protein production

Lower need for supplemental by-pass protein

• Improved rumen health and overall cow health

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Summary of Ensiled CornFeeding Considerations

Summary of Ensiled CornFeeding Considerations

Take advantage of the obvious!• Minimize nutritional variability during silo feedout

• Understand impact of moisture/maturity on feed value

• Understand impact of grain particle size/distribution

• Determines forage particle size and contribution to the ration

• Realize that silo storage times increase starch digestion (and perhapsNDFD

• Evaluate feed delivery and make cow-side observations

Employment of current laboratory analytical offerings• NDF digestion

• Starch availability

• Particle size and kernel processing

Ration balancing considerations• Energy supplementation and sources

• Protein supplementation opportunities

• Assessing for total peNDF

You have an opportunity to increase feeding efficiencies

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Corn Silage Feeding PointersCorn Silage Feeding PointersCorn Silage Feeding PointersCorn Silage Feeding Pointers Starch

• High levels of starch can work if youunderstand how the starch digestibilitychanges over time in (fermented) storageand attention is paid to ration peNDF andTMR sorting is minimized.

• It’s is impossible to feed too much starchfrom corn silage, even when feeding at highinclusion rates

• High starch CS reduces the need topurchase off-farm starch; or conversely,allows you to sell more grain off-farm.

Fiber• NDFD of CS is almost always higher than

the NDFD of either grass or legume

• NDFD and starch deposition are mutuallyexclusive, you can have both in CS

• peNDF of CS will be impacted by dilutionfrom grain deposition in the crop

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The End!The End!Questions?Questions?


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