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Improving 
es-mates 
of 
GHG 
emission 
factors 
from 
livestock 
produc-on 
systems 
on 
smallholder 
farms 
David 
Pelster, 
Klaus 
Bu1erbach-­‐Bahl, 
Mariana 
Rufino, 
John 
Goopy 
and 
Todd 
Rosenstock 
Introduc6on 
Lack 
of 
data 
on 
GHG 
emissions 
from 
African 
agriculture 
suggests 
inaccuracies 
in 
na6onal 
inventories 
• In 
September 
2014 
sub-­‐Saharan 
Africa, 
agriculture 
is 
es6mated 
to 
account 
for 
over 
60% 
of 
GHG 
emissions, 
primarily 
due 
to 
land 
use 
change 
and 
enteric 
methane 
produc6on 
in 
ruminants; 
and 
over 
80% 
of 
agriculture 
(both 
area 
and 
produc6on) 
is 
smallholder 
systems 
• No 
empirical 
studies 
on 
enteric 
CH4 
emissions 
and 
very 
few 
studies 
on 
GHG 
emissions 
from 
soils 
in 
these 
systems 
• Current 
na6onal 
SSA 
inventories 
therefore 
are 
based 
on 
IPCC 
6er 
1 
methodology; 
• Using 
emission 
factors 
from 
OECD 
states 
with 
large 
industrial 
farming 
systems 
that 
likely 
do 
not 
represent 
smallholder 
systems 
where 
manure 
applica6ons, 
not 
synthe6c 
fer6lizers 
are 
dominant 
source 
of 
nutrients, 
and 
where 
ruminant 
fodder 
is 
generally 
protein-­‐poor 
and 
food 
availability 
is 
oRen 
limited 
(The 
only 
available 
study 
[S. 
Africa] 
es6mated 
that 
the 
Tier 
1 
emission 
factors 
for 
ruminant 
CH4 
produc6on 
is 
about 
50% 
of 
actual 
emissions) 
Pictures 
Materials 
and 
methods 
Phase 
I: 
Targe-ng, 
priority 
seFng 
and 
infrastructure 
Landscape 
analysis 
and 
targe-ng 
Landscape 
implementa-on 
Set-­‐up 
of 
state-­‐of-­‐the-­‐art 
laboratory 
facili-es 
Training 
of 
laboratory 
and 
Phase 
II: 
Data 
acquisi-on 
Mul--­‐dimensional 
evalua-on 
of 
mi-ga-on 
op-ons 
field 
staff 
System-­‐level 
es-ma-on 
of 
Scalable 
and 
social 
acceptable 
mi-ga-on 
op-ons 
Produc-vity 
assessment 
1. Soil 
GHG 
emissions 
from 
mixed 
smallholder 
farms 
did 
not 
vary 
by 
management 
(“intensive” 
vs 
extensive) 
however 
differences 
between 
land 
classes 
were 
noted 
2. Soil 
cumula6ve 
emissions 
tended 
to 
be 
much 
lower 
than 
previous 
studies 
in 
OECD 
states 
3. S6ll 
require 
measurements 
of 
enteric 
CH4 
produc6on 
• Can 
emissions 
(g 
C 
m-­‐2 
yr-­‐1) 
Cumula6ve 
C-­‐CO2 
emissions 
(mg 
C 
m-­‐2 
yr-­‐1) 
Cumula6ve 
C-­‐CH4 
increase 
intensity 
of 
management 
(greater 
use 
of 
fer6lizers) 
without 
increasing 
soil 
GHG 
emissions 
• Suggests 
emissions 
(mg 
N 
m-­‐2 
yr-­‐1) 
Cumula6ve 
N-­‐N2O 
that 
increased 
nutrient 
inputs 
that 
increase 
agriculture 
/ 
livestock 
produc6on 
could 
be 
considered 
mi6ga6on 
as 
it 
also 
can 
decrease 
emissions 
per 
unit 
• Development 
of 
emission 
factors 
for 
using 
Tier 
II 
methodology 
to 
calculate 
na6onal 
GHG 
inventories 
• Determine 
feed 
strategies 
for 
increasing 
animal 
produc6on 
while 
reducing 
CH4 
emission 
intensi6es 
David 
Pelster 
or 
Klaus 
Bu[erbach-­‐Bahl 
dpelster@cgiar.org 
; 
k.bu[erbach-­‐bahl@cgiar.org 
● 
P.O. 
Box 
30709-­‐00100 
Nairobi 
Kenya 
● 
+254 
20 
422 
3513 
h[p://aghealth.wordpress.com 
● 
www.ilri.org 
Acknowledgements: 
The 
CGIAR 
Research 
Program 
on 
Climate 
Change, 
Agriculture 
and 
Food 
Security 
(CCAFS) 
and 
the 
Interna6onal 
Livestock 
Research 
Ins6tute 
(ILRI) 
This 
document 
is 
licensed 
for 
use 
under 
a 
Crea6ve 
Commons 
A[ribu6on 
–Non 
commercial-­‐Share 
Alike 
3.0 
Unported 
License 
September 
2014 
Results 
Research 
into 
use 
mi-ga-on 
poten-al 
Phase 
III: 
Development 
of 
systems-­‐ 
level 
mi-ga-on 
op-ons 
Capacity 
building 
Phase 
IV: 
Implementa-on 
with 
development 
partners 
GHG 
measurements 
Profitability 
evalua-on 
Social 
acceptability 
assessment 
Joint 
scien-fic 
& 
stakeholder 
evalua-on 
UPCOMING 
• Stra6fied 
into 
5 
land 
classes 
(based 
on 
remote 
sensing); 
3 
field 
types 
(based 
on 
farm 
management); 
and 
3 
broad 
vegeta6on 
classes 
• Sampled 
1x 
per 
week 
for 
one 
year 
at 
60 
farms 
in 
western 
Kenya 
using 
sta6c 
chambers 
(3 
reps) 
• Analyzed 
soils 
once 
for 
total 
C/N 
content, 
BD 
and 
texture 
and 
4 
6mes 
for 
soil 
IN 
concentra6on 
• Classify 
livestock 
produc6on 
systems 
and 
determine 
herd 
numbers 
within 
each 
class 
• Plan 
to 
use 
enclosed 
respira6on 
chambers 
for 
measuring 
ruminant 
CH4 
produc6on 
Soil 
GHG 
emissions 
over 
6me: 
a) 
mg 
C-­‐CO2 
m-­‐2 
hr-­‐1; 
b) 
μg 
C-­‐CH4 
m-­‐2 
hr-­‐1; 
c) 
μg 
N-­‐N2O 
m-­‐2 
hr-­‐1; 
d) 
Soil 
moisture 
content; 
e) 
soil 
IN 
(NH4 
+ 
NO3) 
concentra6ons 
Note: 
Do[ed 
ver6cal 
lines 
indicate 
plan6ng, 
while 
dashed 
lines 
indicate 
harves6ng 
Landclass: 
1 
= 
lowland 
subsistence 
farming; 
2 
= 
cash 
crops; 
3 
= 
highland 
subsistence 
farming; 
4 
= 
highland 
mixed 
farming; 
5 
= 
grasslands 
/ 
pasture 
Cumula6ve 
soil 
GHG 
emissions 
over 
6me 
for 
the 
5 
different 
land 
classes. 
Bars 
indicate 
1 
SEM

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Improving estimates of GHG emission factors from livestock production systems on smallholder farms

  • 1. Improving es-mates of GHG emission factors from livestock produc-on systems on smallholder farms David Pelster, Klaus Bu1erbach-­‐Bahl, Mariana Rufino, John Goopy and Todd Rosenstock Introduc6on Lack of data on GHG emissions from African agriculture suggests inaccuracies in na6onal inventories • In September 2014 sub-­‐Saharan Africa, agriculture is es6mated to account for over 60% of GHG emissions, primarily due to land use change and enteric methane produc6on in ruminants; and over 80% of agriculture (both area and produc6on) is smallholder systems • No empirical studies on enteric CH4 emissions and very few studies on GHG emissions from soils in these systems • Current na6onal SSA inventories therefore are based on IPCC 6er 1 methodology; • Using emission factors from OECD states with large industrial farming systems that likely do not represent smallholder systems where manure applica6ons, not synthe6c fer6lizers are dominant source of nutrients, and where ruminant fodder is generally protein-­‐poor and food availability is oRen limited (The only available study [S. Africa] es6mated that the Tier 1 emission factors for ruminant CH4 produc6on is about 50% of actual emissions) Pictures Materials and methods Phase I: Targe-ng, priority seFng and infrastructure Landscape analysis and targe-ng Landscape implementa-on Set-­‐up of state-­‐of-­‐the-­‐art laboratory facili-es Training of laboratory and Phase II: Data acquisi-on Mul--­‐dimensional evalua-on of mi-ga-on op-ons field staff System-­‐level es-ma-on of Scalable and social acceptable mi-ga-on op-ons Produc-vity assessment 1. Soil GHG emissions from mixed smallholder farms did not vary by management (“intensive” vs extensive) however differences between land classes were noted 2. Soil cumula6ve emissions tended to be much lower than previous studies in OECD states 3. S6ll require measurements of enteric CH4 produc6on • Can emissions (g C m-­‐2 yr-­‐1) Cumula6ve C-­‐CO2 emissions (mg C m-­‐2 yr-­‐1) Cumula6ve C-­‐CH4 increase intensity of management (greater use of fer6lizers) without increasing soil GHG emissions • Suggests emissions (mg N m-­‐2 yr-­‐1) Cumula6ve N-­‐N2O that increased nutrient inputs that increase agriculture / livestock produc6on could be considered mi6ga6on as it also can decrease emissions per unit • Development of emission factors for using Tier II methodology to calculate na6onal GHG inventories • Determine feed strategies for increasing animal produc6on while reducing CH4 emission intensi6es David Pelster or Klaus Bu[erbach-­‐Bahl dpelster@cgiar.org ; k.bu[erbach-­‐bahl@cgiar.org ● P.O. Box 30709-­‐00100 Nairobi Kenya ● +254 20 422 3513 h[p://aghealth.wordpress.com ● www.ilri.org Acknowledgements: The CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS) and the Interna6onal Livestock Research Ins6tute (ILRI) This document is licensed for use under a Crea6ve Commons A[ribu6on –Non commercial-­‐Share Alike 3.0 Unported License September 2014 Results Research into use mi-ga-on poten-al Phase III: Development of systems-­‐ level mi-ga-on op-ons Capacity building Phase IV: Implementa-on with development partners GHG measurements Profitability evalua-on Social acceptability assessment Joint scien-fic & stakeholder evalua-on UPCOMING • Stra6fied into 5 land classes (based on remote sensing); 3 field types (based on farm management); and 3 broad vegeta6on classes • Sampled 1x per week for one year at 60 farms in western Kenya using sta6c chambers (3 reps) • Analyzed soils once for total C/N content, BD and texture and 4 6mes for soil IN concentra6on • Classify livestock produc6on systems and determine herd numbers within each class • Plan to use enclosed respira6on chambers for measuring ruminant CH4 produc6on Soil GHG emissions over 6me: a) mg C-­‐CO2 m-­‐2 hr-­‐1; b) μg C-­‐CH4 m-­‐2 hr-­‐1; c) μg N-­‐N2O m-­‐2 hr-­‐1; d) Soil moisture content; e) soil IN (NH4 + NO3) concentra6ons Note: Do[ed ver6cal lines indicate plan6ng, while dashed lines indicate harves6ng Landclass: 1 = lowland subsistence farming; 2 = cash crops; 3 = highland subsistence farming; 4 = highland mixed farming; 5 = grasslands / pasture Cumula6ve soil GHG emissions over 6me for the 5 different land classes. Bars indicate 1 SEM