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Science and Engineering at Work Evaluation of Diurnal Patterns of Methane Emissions Scott Zimmerman, Pat Zimmerman www.c-lockinc.com
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Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Page 1: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Science and Engineering at Work

Evaluation of Diurnal Patterns of Methane Emissions

Scott Zimmerman, Pat Zimmerman

www.c-lockinc.com

Page 2: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

2

“Mythology”

• Common statements which are not usually true:

• Cows fart methane!

• Cattle only emit methane while ruminating!

• Cattle don’t emit methane while sleeping!

• Methane emissions vary by 5-fold over the day!

Page 3: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

3

From:

http://matronofhusbandry.wordpress.com/2

009/06/11/i-want-to-die-with-my-cud-in-my-

mouth/

Cattle Rumen• Gas is produced in the rumen

at about 0.5-2.0 L/mi

• Most is CO2 (69%) and CH4

(29%)

• The animals have no ability to directly control the microfloraand turn them on or off

• Can control intake and timing, “fuel”

• Can control rumen contractions to stimulate growth

Page 4: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

“Diurnal Pattern” of Methane?• A diurnal pattern of methane describes how methane changes over the day.

• The definition of “pattern” is, “something that happens in a regular and repeated way”

From: Crompton et al. (2011)

Arrows indicate feeding times

Methane diurnal patterns are a

function of:

Size of the meals

Timing of the meals

Diet composition

Individual animal factors

Page 5: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Objectives• The diurnal variance in methane is a consideration for the

sampling strategy needed to sample methane with GreenFeed

• More variability = more samples needed, timing

critical

• Less variability = fewer samples need, timing not

as critical

• The objective: To determine the variability of diurnal patterns of

methane in different conditions

Page 6: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Methods• The diurnal variance in methane over the day is rarely directly

reported in the literature.

• Chamber data or GreenFeed data– When time of day vs

methane emissions are reported the diurnal variance can be

evaluated, usually graphical.

• Diurnal variance can not be evaluated using normal SF6 data

• Simple statistic is:

• Maximum/minimum emissions

Page 7: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Chambers and GreenFeed Can Measure Diurnal Patterns

Restricted Feed, Waghorn et al. 2011

Waghorn et al. 2011

Max/Min = 5.5

Page 8: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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“Rough” Rule of Thumb

• Diurnal methane variance compared to the percent of day

within + 15%:

8

Grainger et al. 2007Max/Min 1.85Max/Min % of day within +15% of mean

1.0 100%

1.2 100%

1.4 90-95%

1.6 80-85%

1.8 72-76%

2.0 67-72%

+15%

Page 9: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Range = 0.21 - 0.49 L/min

Max/Min Ratio = 2.5

Once Per day Feeding (Crompton et al 2011)

Page 10: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Twice Per day Feeding (Crompton et al. 2011)

Range = 0.26 - 0.51 L/min

Max/Min Ratio = 2.0

Page 11: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Methane and Feeding• Methane increase and decrease over the day according to

food intake…

Range = 0.37 - 0.51 L/min

Max/Min Ratio = 1.45

As animal’s eat more often, CH4 varies less over the day

Page 12: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Restricted Feed Intake Pattern, Slug Feeding

Slug Feeding max/min = 3.6

From: Jonker et al. (2014)

Page 13: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Ad Lib vs Restricted Feed Intake Pattern

From: Jonker et al. (2014)

Ad-Lib max/min = 1.8

Page 14: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Forage Diets – Production Systems

14

Page 15: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Beef Cattle, Grazing Wheat Grass (Zimmerman et al. 2013), Three Animals

Each Line is one animal’s diurnal pattern

Max/Min Hour = 1.25

Max/Min Hour = 1.20

Page 16: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Ad-Lib Lactating Dairy Animals, TMR, Utsumi et al (2013)

16

Max/Min = 1.45

Page 17: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Intensive Grazing Diurnal Pattern, New Zealand Lactating Milk Cows, Garnett (2012)

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Max/Min hour = 1.65

Page 18: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Understanding Feeding Behavior

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Beef Forage, Free-StallManafiazar et al. (2015)

Max/Min hr = 1.90

Page 19: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Diurnal Min/Max CH4 Patterns in Production Systems – Forage Diets

19

From: Zimmerman et al, 2013

Page 20: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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High Energy Diets

Page 21: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Sheep, Grass or 40/60 pellet(Pinares-Patino et al. (2011)) (Restricted intake)

Max/Min = 1.9

Max/Min = 2.9

Page 22: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Beef Cattle, Concentrate Pellets, Renand et al. (2013)

22

Max/Min = 1.90

Page 23: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Beef Cattle, Concentrate Pellets, Renand et al. (2013)

Page 24: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Cottle et al. (2015) Beef Feedlot Finisher Ration

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Max/Min hr = 1.25

Page 25: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Methane Inhibitors

25

Page 26: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Methane Inhibitors, Restricted Intake, Lactating Milk Animals

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Control, Max/Min = 2.5-3.5

Inhibitors = 2.0

van Zijderveld et al. 2011

Page 27: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Ad-Lib Beef Cattle – Methane InhibitorsHigh Forage Diet control and NOP

(Vyas et al. 2016)

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Max NOP = Max/Min =1.5

Control, Max/Min = 1.7

Page 28: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Lactating Diary Animals, Ad Lib, Control, Methane Inhibitor

28Hristov, 2015, personal

communication

Max/min = 1.45

Max/min = 1.22

Page 29: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Summary• Methane emissions diurnal patterns:

– Most production systems

• Max/Min ratio = 1.2 – 2.2 <- almost every GreenFeed application is in this range

• The CH4 emissions for a significant portion the day are within 10-15% of the daily averaged emissions

• Gathering at least 20-50 samples to overcome the random variance is important. If this occurs, significant biases in GreenFeed from non-uniform visitation are < 5% in most cases

– CH4 inhibitors can produce LESS diurnal variability in methane

– With concentrate diets, GreenFeed measurements can be more variable although averaged diurnal CH4 patterns might be less variable.

– Restricted intake or slug feeding, more variable:

• Max/Min ratio = 2.0 - 6.0

• GreenFeed is still useful, animals are hungry and will visit often if desired. 29

Page 30: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

Thank you!

Questions?

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Page 31: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Head Position and CO2 Emissions (one Milking Period)High Movement

Attraction Flow = 1000 Times Sniffer Method

Head-Out

Head-In

Page 32: Evaluation of Diurnal Patterns of Methane Emissions Zimmerman.pdf · 2016. 3. 23. · Summary • Methane emissions diurnal patterns: – Most production systems • Max/Min ratio

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Head Position and Emissions (one Milking Period)High Movement

Non-Uniform CO2 “Valleys”

and Peaks = non-uniform

capture rate

Head-Out Head-In