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The contribution of Indonesian livestock to global greenhouse gas emissions

Sutawi1, Aris Winaya1, Indah Prihartini1, Nugroho Tri Waskitho1, Elfi Anis Saati1, Oman Sukmana2, Juli Astutik2, Mohamad Syahri3 and Marsudi4

1 Faculty of Agriculture and Animal Science, University of Muhammadiyah Malang, Malang 65144, East Java, Indonesia
sutawi@umm.ac.id
2 Faculty of Social and Political Science, University of Muhammadiyah Malang, Malang 65144, East Java, Indonesia
3 Faculty of Education and Teacher Training, University of Muhammadiyah Malang, Malang 65144, East Java, Indonesia
4 Faculty of Economic and Business, University of Muhammadiyah Malang, Malang 65144, East Java, Indonesia

Abstract

Agriculture emissions contribute a large portion of total global emissions. Agriculture accounts for an estimated 45% of total CH4 emissions. About 80% of agricultural CH4 emissions are from livestock production, including enteric fermentation and manure management. This study aims to calculate the contribution of Indonesia's livestock sector to world greenhouse gas emissions during the period 2017-2021. Calculation of GHG (CH4 and N2O) emissions from the livestock using the Tier-1 method according to 2006 IPCC Guidelines for National Greenhouse Gas Inventories Volume 4. The average GHG emissions from the livestock sector in Indonesia during the 2017-2021 period amounted to 26,826 Gg CO2-e per year. CH4 emissions from enteric fermentation contribute 85.71% to livestock sector emissions. Beef cattle contributed 64.32% to the GHG of the livestock sector and 73.22% to the enteric CH4 emissions of the digestive system.

Key words: enteric fermentation, livestock emission, manure management, methane gas


Introduction

Global warming is the phenomenon of increasing average air temperatures near the surface of the earth over the past one to two centuries (Britannica 2022). In 2013 the Intergovernmental Panel on Climate Change (IPCC) reported that the interval between 1880 and 2012 saw an increase in global average surface temperature of approximately 0.9 °C (1.5 °F). It predicted that the global mean surface temperature would increase between 3 and 4 °C (5.4 °F and 7.2 °F) by 2100 relative to the 1986-2005 average should carbon emissions continue at their current rate (IPCC 2018). The 2018 report by the IPPC, makes clear that a "rapid and far-reaching" transition is required to limit the impact of climate change to 1.5 °C. The major cause of global warming is the greenhouse gas (GHG) emissions (Shahzad 2015). The types of gases and their contribution that have an effect on greenhouses are water vapor (H2O) by 65%, carbon dioxide (CO2) by 33%, and others, namely methane (CH4), nitrous oxide (N2O), and ozone (O3) by 2% (IPCC 2014).

Agriculture emissions contribute a large portion of total global emissions. For the past 20 years, agriculture accounts for approximately 20% of global GHG emissions, while forestry and land-use change account for around 7% (Ahmed et al 2020). Agriculture accounts for 80% of total N2O emissions, mainly from the application of fertilizers, both synthetic nitrogen and manure added to soils or left on pastures (Reay et al 2012). Agriculture accounts for an estimated 45% of total CH4 emissions (FAO 2016a). About 80% of agricultural CH4 emissions are from livestock production, including enteric fermentation and manure management (FAO 2016b). Enteric fermentation produces methane as a natural part of digestion in ruminant animals (Magomedov et al 2020). Ruminant livestock are a notable source of atmospheric methane, with an estimated 17% of global enteric methane emissions from livestock (Bell 2019). It accounts for 33% of the total GHG emissions in agriculture and 71% of all agricultural sources of methane (Seresinhe 2021). Activities related to the storage and land application of manure release 12% of the total agricultural CH4 emissions and represent 25% of all agricultural sources of methane (Seresinhe 2021). Globally, the livestock sector emits circa 5.6-7.5 Gt CO2-eq year-1, most of which is attributed to enteric methane (CH4) from ruminants (33%), while CH4 and nitrous oxide (N2O) emissions from manure management account for another 10% of global agricultural emissions (Leitner et al 2021).

The livestock sector is the essential for livelihoods of millions of people in Indonesia. The livestock sector plays an important role in the economy and food security. The livestock sector contributes 1.58% of GDP (MoA 2021a) and provides jobs for 13.56 million households in Indonesia (BPS 2019). The livestock sector has an important role in providing animal food such as meat, eggs, and milk. Indonesians consume beef, chicken, eggs, and milk, 2.20 kg, 6.05 kg, 6.92 kg, and 16.27 kg per capita per year, respectively (MoA 2021b). Population growth, urbanization, changing consumer preferences, and economic progress are boosting the demand for livestock products in Indonesia. Indonesia is seen to have an emerging economy with a high population growth and economic progress which turned out to be a driving force for the growing demand for animal foods. In addition to this positive role, Indonesia's livestock sector also plays a negative role in global warming. This study aims to calculate the contribution of Indonesia's livestock sector to world greenhouse gas emissions.


Materials and Methods

The calculation of GHG (CH4 and N2O) emissions from the livestock using the Tier-1 method according to 2006 IPCC Guidelines for National Greenhouse Gas Inventories Volume 4 Agriculture, Forestry, and Other Land Use (Table 1 and Table 2). This method requires data on livestock populations (Table 3), CH4 emission factors for enteric fermentation, CH4emission factors for manure management, and default N excretion rate (Table 4). CH4 and N2O emissions are then converted to the equivalent of CO2 per year (Gg CO2-e year-1).

Table 1. Methane Emissions from Enteric Fermentation and Manure Management

Species

Number of animals

Emission factor for Enteric Fermentation

CH4 emissions from Enteric Fermentation

Emission factor for Manure Management

CH4 emissions from Manure Management

(head)

(kg head -1 yr-1)

(Gg CH4 yr-1)

(kg head -1 yr-1)

(Gg CH4 yr-1)

Table 3

Table 4

CH4 Enteric = N (T)
* EF (T) * 10-6

Table 4

CH4 Manure = N (T)
* EF (T) * 10-6

T

N (T)

EF(T)

CH4 Enteric

EF(T)

CH4 Manure

Beef Cattle

47.00

1.00

Dairy Cattle

61.00

31.00

Buffalo

55.00

2.00

Goat

5.00

0.22

Sheep

5.00

0.20

Pig

1.00

7.00

Horse

18.00

2.19

Poultry

0

0.02

Total

Source: IPCC (2006)



Table 2. Direct N2O Emissions from Manure Management Systems

Species

Number of animals

Default N excretion rate

Typical animal mass for livestock category

Annual N excretion per head of species/livestock category

Fraction of total annual nitrogen excretion managed in MMS for each species/ livestock category

Total nitrogen excretion for the MMS

Emission factor for direct N2O-N emissions from MMS

Annual direct N2O emissions from Manure Management

(head)

[kg N (1000 kg animal)-1 day-1]

(kg)

(kg N animal -1 year-1)

(%)

(kg N yr-1)

[kg N2O-N (kg N in MMS)-1]

kg N2O yr -1

Table 3

Table 4

Table 4

Nex (T) = N rate(T) * TAM * 10 -3 * 365

Table 4

NE MMS = N (T) * Nex (T) * MS (T,S)

Table 4

N2O (mm) = NE MMS * EF 3(S) * 44/28

T

N(T)

Nrate(T)

TAM

Nex(T)

MS(T,S)

NEMMS

EF3(S)

N2OD(mm)

Beef Cattle

0.34

250

5.00

0.005

Dairy Cattle

0.47

300

5.00

0.005

Buffalo

0.32

300

5.00

0.005

Goat

1.37

45

2.00

0.005

Sheep

1.17

45

2.00

0.005

Pig

0.40

24.5

5.00

0.005

Horse

0.46

550

2.00

0.005

Poultry

0.82

1.5

2.00

0.001

Total

Source: IPCC (2006)



Table 3. Livestock Population 2017-2021 (head)

No

Species

2017

2018

2019

2020

2021

Growth Rate
(% year-1)

1

Beef Cattle

16,429,102

16,432,945

16,930,025

17,440,393

18,053,710

2.39

2

Dairy Cattle

540,441

581,822

565,001

568,000

578,579

1.79

3

Buffalo

1,321,904

894,278

1,133,815

1,154,226

1,189,260

-0.18

4

Goat

18,208,017

18,306,476

18,463,115

18,689,711

19,229,067

1.38

5

Sheep

17,142,498

17,611,392

17,833,732

17,523,689

17,902,991

1.11

6

Pig

8,260,995

8,254,108

8,520,947

7,622,724

8,011,776

-0.57

7

Horse

409,122

377,929

374,566

384,109

401,328

-0.37

8

Poultry

3,538,738,728

3,760,169,701

3,792,713,605

3,626,712,371

3,851,081,056

2.23

Source: BPS (2022)



Table 4. Default CH4 enteric emission factor, CH4 manure emission factor, N excretion rate, fraction of total annual nitrogen excretion, and emission factor for direct N2O-N emissions for livestock in the Asian region using the Tier-1 Method.

No

Species

CH4 Enteric
Emission Factor
(kg head-1year-1)

CH4 Manure
Emission Factor
(kg head-1year-1)

N Excretion Rate
(kg [1000 kg animal mass]-1day-1)

Fraction of total annual
nitrogen excretion
managed in MMS
for each species (%)

Emission factor for direct
N2O-N emissions from MMS
(kg N2O-N [kg N in MMS]-1)

Typical animal mass for livestock category (kg)

1

Beef Cattle

47

1.00

0.34

5.00

0.005

250

2

Dairy Cattle

61

31.00

0.47

5.00

0.005

300

3

Buffalo

55

2.00

0.32

5.00

0.005

300

4

Goat

5

0.22

1.37

2.00

0.005

45

5

Sheep

5

0.20

1.17

2.00

0.005

45

6

Pig

1

7.00

0.40

5.00

0.005

24.5

7

Horse

18

2.19

0.46

2.00

0.005

550

8

Poultry

0

0.02

0.82

2.00

0.001

1.5

Source: IPCC (2006)



Results and Discussion

CH4 Enteric Emission

The largest CH4 emissions from enteric fermentation were produced by beef cattle at 73.22%, while other livestock species each contributed below 10% methane gas (Table 5). Enteric fermentation is fermentation that occurs in the digestive systems of ruminant animals such as cattle, goats, sheep, and camel. Fermentation of feeds in the rumen is the largest source of methane from enteric fermentation (Moss et al 2000). Methane in the rumen is produced by methanogenic bacteria and protozoa (Seresinhe 2021). It has been established that virtually all of the bacteria attached to protozoa are methanogens (Vogels et al 1980) and that these bacteria are responsible for between 25% and 37% respectively of the total methane produced (Newbold et al 1995). The process by which ruminants digest plant material through rumen fermentation into useful products results in the loss of energy in the form of methane gas from consumed organic matter. Methane is produced during the anaerobic fermentation of hydrolyzed dietary carbohydrates in the rumen and represents an energy loss to the host besides contributing to emissions of greenhouse gases into the environment (Bhatta et al 2007).

About 2-15% of the energy in the feed consumed by ruminants cannot be utilized and is released again in the form of methane gas (Haryanto and Thalib 2009). The ruminant animal removes the methane building up in its rumen by repeated eructations of gas through its mouth and nostrils. CH4 gas formed in the rumen will be removed through 83% eructation, 16% exhalation, and 1% anus (Vlaming 2008). The production of CH4 gas from enterics is a waste that harms livestock because it is a form of energy loss from the feed consumed. The proportion of gross feed energy converted to CH4 gas is 6-12% (McCrabb and Hunter 1999). Methane accounts for a significant energy loss to the ruminants, amounting to about 8% of gross energy at the maintenance level of intake and falling to about 6% as the level of intake increases (France et al 1993). Poor feed efficiency is also represented by the high production of enteric fermented CH4 (Bhatta et al 2007).

Methane emissions from enteric fermentation are influenced by species, maintenance system, and feed type. Methane gas production from a cow reaches 7.53 MJ per day, while goats and sheep 1,255 kJ per day (Haryanto and Thalib 2009). The beef cattle rearing system in Indonesia is divided into three systems, namely 75.97% grounded, 17.13% grounded and released, and 6.90% released (BPS 2017). Types of beef cattle feed in Indonesia are grass, forage, agricultural waste, and concentrates. Feed from agricultural waste contains low crude protein and dissolved organic matter and high crude fiber (Barati 2023). Fibrous feed produces acetic acid and methane (CH4) higher than grain feed (Prayitno et al 2014). When used as feed for beef cattle, it encourages the formation of more methane gas (CH4) (Bamualim et al 2008).

Table 5. CH4 Enteric Emission 2017-2021 (Gg CO2-e year-1)

No

Species

2017

2018

2019

2020

2021

Average

%

1

Beef Cattle

16,216

16,219

16,710

17,214

17,819

16,835

73.22

2

Dairy Cattle

692

745

724

728

741

726

3.16

3

Buffalo

1,527

1,033

1,310

1,333

1,374

1,315

5.72

4

Goat

1,912

1,922

1,939

1,962

2,019

1,951

8.48

5

Sheep

1,800

1,849

1,873

1,840

1,880

1,848

8.04

6

Pig

173

173

179

160

168

171

0.74

7

Horse

155

143

142

145

152

147

0.64

8

Poultry

-

-

-

-

-

-

-

Total

22,475

22,085

22,875

23,382

24,153

22,994

100.00

Diets containing highly digestible fiber tend to lead to an increase in digestibility and consequently promote CH4 production (Seresinhe 2021). Factors such as forage maturity and its physical form also influence CH4 production (Moss et al 2000). CH4 production is lower in animals fed milled and pelleted forages compared with chopped forages (Hironaka et al 1996). The conversion of feed nutrients into CH4 gas is produced from secondary products during the rumen fermentation process, namely volatile fatty acids (VFA) and free hydrogen (H2). VFA consisting of acetic acid, propionic acid, and butyric acid, is a source of energy for ruminants. Acetate and butyrate promote methane production, while propionate formation can be considered as a competitive pathway for hydrogen use in the rumen (Moss et al 2000). The H2 gas produced will be used by methanogenesis bacteria to form CH4 gas in the rumen (Rofiq and Anggraeni 2019).

CH4 Manure Emission

Most methane emissions from manure management were produced by poultry (42.06%) and pigs (32.24%), while other types of livestock each contribute methane gas below 10% (Table 6). Poultry and pigs include non-ruminants that do not have a rumen, so methane gas from enteric fermentation was very low. Enteric fermentation in pigs and poultry occurs only in the post-gastric gastrointestinal tract, such as the caecum and colon. In both digestive organs, there was fermentation of crude fiber and carbohydrates by microorganisms. Such livestock was called hindgut fermenters, which was a type of livestock that ferments feed assisted by microorganisms in the back digestive tract (Suarez-Belloch et al 2013). Carbohydrate consumption has a major influence on the emissions produced by pigs and poultry. Fermentation of carbohydrates in the hindgut was one of the causes of gas formation in livestock manure (Wang et al 2004).

Table 6. CH4 Manure 2017-2021 (Gg CO2-e year-1)

No

Species

2017

2018

2019

2020

2021

Average

%

1

Beef Cattle

345

345

356

366

379

358

9.66

2

Dairy Cattle

352

379

368

370

377

369

9.95

3

Buffalo

56

38

48

48

50

48

1.29

4

Goat

84

85

85

86

89

86

2.31

5

Sheep

72

74

75

74

75

74

1.99

6

Pig

1,214

1,213

1,253

1,121

1,178

1,196

32.24

7

Horse

19

17

17

18

18

18

0.48

8

Poultry

1,486

1,579

1,593

1,523

1,617

1,560

42.06

Total

3,628

3,730

3,794

3,606

3,783

3,708

100.00

Livestock manure is a source of methane (CH4) and nitrous oxide (N2O), two potent GHGs with a 100-year global warming potential (GWP100) 34 and 298 times more powerful than that of CO2 (IPCC 2013). Manure management determines the high and low greenhouse gas emissions produced by livestock manure. There are three categories of manure management: (a) systems collecting liquid manure (slurry) from animals kept on slatted or solid floors regularly swept clear of any excreta, sometimes with some dilution from washing water; (b) systems producing solid manure (farmyard manure) from animals kept on bedding material, which is collected together with all excreta; and (c) systems producing mixed manure from animals kept on bedding material, but with drainage and separate collection of liquids (Burton and Turner, 2003). Pigs and poultry produce greenhouse gas emissions from manure decomposition processes under anaerobic conditions. This condition occurs when pig and poultry manure is stored in large piles of wet manure. Some of the factors that affect the production of CH4 manure are the simultaneous presence of high ambient temperatures, high levels of manure organic matter, and anaerobic conditions (Amon et al 2006). Methane is produced by methanogenic archaea under anaerobic conditions (Conrad 2009). If oxygen (O2) is available, CH4 is oxidized by methanotrophic bacteria, reducing net manure CH4 emissions from manure heaps (Petersen et al 2005). In addition to moisture and O2 availability, CH4 formation is controlled by temperature, with higher temperature promoting CH4 production (Chadwick 2005).

N2O Manure Emission

The most N2O emissions were produced by beef cattle (49.11%), goats (15.52%), sheep (12.56%), and poultry (12.36%), while other livestock species each contribute N2O gas below 5% (Table 7). Ruminants were poor nitrogen converters because only 5-30% of ingested nitrogen was taken by the animal and the remaining 70-95% was excreted via feces and urine (Luo et al 2010). Therefore, nitrogen loads in animal excreta, often exceed plant demands and are vulnerable to losses via gaseous emissions and leaching (Selbie et al 2015). This was more critical as the proportion of nitrogen in animal urine has increased with increasing nitrogen intake; although it has remained relatively constant in feces (Rivera and Chará 2021).

Table 7. N2O Manure Emission 2017-2021 (Gg CO2-e year-1)

No

Species

2017

2018

2019

2020

2021

Average

%

1

Beef Cattle

59

59

60

62

64

61

49.11

2

Dairy Cattle

3

3

3

3

3

3

2.71

3

Buffalo

5

4

5

5

5

5

3.70

4

Goat

19

19

19

19

20

19

15.52

5

Sheep

15

16

16

16

16

16

12.56

6

Pig

3

3

4

3

3

3

2.70

7

Horse

2

2

2

2

2

2

1.33

8

Poultry

15

16

16

15

16

15

12.38

Total

121

121

124

125

129

124

100.000

The majority of the N2O emissions from animal agriculture come from manure management, which is the second largest N2O emitter in the agricultural sector (Seresinhe 2021). Deposition of animal feces and urine is the biggest source of N2O emissions per year in grasslands (54%), followed by manure application (13%), and nitrogen fertilizers (7%) (Dangal et al 2019). Nitrification and denitrification are the main responsible mechanisms for the production of N2O in soils, although nitrification-denitrification, codenitrification, and chemodenitrification can also lead to the formation of N2O given a microbial community and suitable environmental conditions (Hallin et al 2018).

Nitrous oxide in manure is produced primarily via nitrification and denitrification (Chadwick et al 2011). The two main processes that generate N2O, namely nitrification and denitrification, are strongly influenced by climate and soil factors (Chen et al 2008). The production of N2O depends on the availability of substrates for both processes, i.e., NH+4 for nitrification and NO-3 for denitrification (Zaman et al 2007). The most important factors are the presence of oxygen, temperature, pH, humidity, salinity, and soil management; in the case of denitrification, it also depends on the carbon available for heterotrophic processes (Dalal et al 2003). N2O emissions are usually highest under moist but not water-saturated conditions, when both aerobic (for nitrification) and anaerobic (for denitrification) microsites prevail (Butterbach-Bahl et al 2013).

GHG emissions 2017-2021

The average GHG emissions from the livestock sector in Indonesia during the period 2017-2021 amounted to 26,826 Gg CO2-e per year (Table 8). The largest contributor to livestock emissions is CH4 emissions from enteric fermentation at 85.71%, followed by CH4 from manure management at 13.82%, and N2O from manure management at 0.46%. Beef cattle contributed the most to GHG from the livestock sector at 64.32%, followed by goats at 7.66% and sheep at 7.22%. The largest emissions from beef cattle come from CH4 emitted from the enteric digestive system. Cattle farming is the single most significant contributor to global methane emissions. As the demand for quality meat and milk products rises, methane emissions and global temperatures increase. One of the most effective strategies to ameliorate climate change is to subdue ruminant methane emissions. Feed manipulation remains the most cost-effective approach, attaining a substantial 60% reduction in methane just by meticulously selecting the type or quality of forage and optimizing the concentrate-to-forage ratio in feed (Tseten et al 2022). Adding feed supplement to subsequently increase feed quality and efficiency emerges as a viable strategy in mitigating GHG emissions (Zahra et al 2024).

Table 8. Average GHG emissions 2017-2021 (Gg CO2-e year-1)

No

Species

CH4 Enterik

CH4 Manure

N2O Manure

Total

%

1

Beef Cattle

16,835

358

61

17,255

64.32

2

Dairy Cattle

726

369

3

1,098

4.09

3

Buffalo

1,315

48

5

1,368

5.10

4

Goat

1,951

86

19

2,056

7.66

5

Sheep

1,848

74

16

1,938

7.22

6

Pig

171

1,196

3

1,370

5.11

7

Horse

147

18

2

167

0.62

8

Poultry

-

1,560

15

1,575

5.87

Total

22,994

3,708

124

26,826

100.00

%

85.71

13.82

0.46

100.00


Conclusion

The average GHG emissions from the livestock sector in Indonesia during the 2017-2021 period amounted to 26,826 Gg CO2-e per year. CH4 emissions from enteric fermentation contribute 85.71% to livestock sector emissions. Beef cattle contributed 64.32% to the GHG of the livestock sector and 73.22% to the enteric CH4 emissions of the digestive system.


Acknowledgments

The project was implemented using a 2022 Research Grant from the University of Muhammadiyah Malang.


References

Ahmed J, Almedia E, Aminetzah D, Denis N, Henderson K, Katz J, Kitchel H and Mannion P 2020 Agriculture and climate change (Issue April). McKinsey & Company. https://doi.org/10.4060/cb1593en

Amon B, Kryvoruchko V, Amon T and Zechmeister-Boltenstern S 2006 Methane, nitrous oxide and ammonia emissions during storage and after application of dairy cattle slurry and influence of slurry treatment. Agriculture, Ecosystems & Environment, 112(2-3), 153-162. https://doi.org/10.1016/j.agee.2005.08.030

Bamualim A M, Thalib A, Anggraeni Y N and Mariyono 2008 Environmentally friendly beef cattle livestock technology. Wartazoa-Indonesian Bulletin of Animal and Veterinary Science, 18(3), 149-156. https://doi.org/10.14334/wartazoa.v18i3.899

Barati S 2023 Applications of agricultural waste in food industry. Journal of Biological Studies, 6(1 Special issue), 178-192. https://doi.org/10.62400/jbs.v6i1.7779

Bell M J 2019 Measuring enteric methane emissions from individual ruminant animals in their natural environment. In N. Shurpali, A. Agarwal, & V. Srivastava (Eds.), Greenhouse Gas Emissions. Energy, Environment, and Sustainability (pp. 111-126). Springer, Singapore. https://doi.org/10.1007/978-981-13-3272-2_8

Bhatta R, Enishi O and Kurihara M 2007 Measurement of methane production from ruminants. Asian-Australasian Journal of Animal Sciences, 20(8), 1305-1318. https://doi.org/10.5713/ajas.2007.1305

Bhatta R, Tajima K, Takusari N, Higuchi K, Enishi O and Kurihara M 2007 Comparison of in vivo and in vitro techniques for methane production from ruminant diets. Asian-Australasian Journal of Animal Sciences, 20(7), 1049-1056. https://doi.org/10.5713/ajas.2007.1049

BPS 2017 Results of cost structure of livestock household survey 2017. BPS-Statistics Indonesia. https://www.bps.go.id/publication/2017/11/17/7820cc8170387b36d35aaa43/hasil-survei-struktur-ongkos-usaha-peternakan-2017-sout2017-.html

BPS 2019 Inter-censal agricultural survey 2018 (SUTAS2018) (p. 226). BPS - Statistics Indonesia. https://www.ptonline.com/articles/how-to-get-better-mfi-results

Britannica 2022 Global warming. Encyclopædia Britannica, Inc. Retrieved January 11, 2024, from https://www.britannica.com/science/global-warming

Burton C H and Turner C (Eds.) 2003 Manure Management – Treatment Strategies for Sustainable Agriculture (2nd ed.). Silsoe Research Institute Wrest Park, Silsoe, Bedford, UK 490pp. https://doi.org/10.1016/j.livsci.2006.04.001

Butterbach-Bahl K, Baggs E M, Dannenmann M, Kiese R and Zechmeister-Boltenstern S 2013 Nitrous oxide emissions from soils: How well do we understand the processes and their controls? Philosophical Transactions of the Royal Society B: Biological Sciences, 368(1621), 20130122. https://doi.org/10.1098/rstb.2013.0122

Chadwick D R 2005 Emissions of ammonia, nitrous oxide and methane from cattle manure heaps: effect of compaction and covering. Atmospheric Environment, 39(4), 787-799. https://doi.org/10.1016/j.atmosenv.2004.10.012

Chadwick D, Sommer S, Thorman R, Fangueiro D, Chardenas L, Amon B and Misselbrook T 2011 Manure management: Implications for greenhouse gas emissions. Animal Feed Science and Technology, 166-167, 514-531. https://doi.org/10.1016/j.anifeedsci.2011.04.036

Chen D, Li Y, Grace P and Mosier A R 2008 N2O emissions from agricultural lands: A synthesis of simulation approaches. Plant and Soil, 309(1), 169-189. https://doi.org/10.1007/s11104-008-9634-0

Conrad R 2009 The global methane cycle: recent advances in understanding the microbial processes involved. Environmental Microbiology Reports, 1(5), 285-292. https://doi.org/10.1111/j.1758-2229.2009.00038.x.

Dalal R C, Wang W, Robertson G P and Parton W J 2003 Nitrous oxide emission from Australian agricultural lands and mitigation options: A review. Australian Journal of Soil Research, 41, 165-195. https://doi.org/10.1071/SR02064

Dangal S R S, Tian H, Xu R, Chang J, Canadell J G, Ciais P, Pan S, Yang J and Zhang B 2019 Global Nitrous Oxide Emissions From Pasturelands and Rangelands: Magnitude, Spatiotemporal Patterns, and Attribution. Global Biogeochemical Cycles, 33(2), 200-222. https://doi.org/10.1029/2018GB006091

FAO 2016a Climate change, agriculture adn food security (p. 172). Food and Agriculture Organization. https://doi.org/10.1097/00010694-196510000-00017

FAO 2016b Livestock & climate change (p. 16). Food and Agriculture Organization. Retrieved February 22, 2024, from https://www.fao.org/climate-change/en

France J, Beever D E and Siddon R C 1993 Compartmental Schemes for Estimating Methanogenesis in Ruminants from Isotope Dilution Data. Journal of Theoretical Biology, 164(2), 207-218. https://doi.org/10.1006/jtbi.1993.1149

Hallin S, Philippot L, Löffler F E, Sanford R A and Jones C M 2018 Genomics and Ecology of novel N2O-reducing microorganisms. Trends in Microbiology, 26(1), 43-55. https://doi.org/10.1016/j.tim.2017.07.003

Haryanto B and Thalib A 2009 Emission of methane from enteric fermentation: National contribution and the factors affectig it in livestock. Wartazoa Indonesian Bulletin of Animal and Veterinary Sciences, 19(4), 157-165. https://doi.org/10.14334/wartazoa.v19i4.911

Hironaka R, Mathison G W, Kerrigan B K and Vlach I 1996 The effect of pelleting of alfalfa hay on methane production and digestibility by steers. Science of The Total Environment, 180(3), 221-227. https://doi.org/10.1016/0048-9697(95)04948-7

IPCC 2013 Climate change 2013 the physical science basis: Working Group I contribution to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press. https://doi.org/10.1017/CBO9781107415324

IPCC 2014 Climate change 2014: Mitigation of Climate Change - Working Group III Contribution to the Fifth Assessment of the Intergovernmental Panel on Climate Change (p. 1454). Cambridge University Press. Retrieved March 1, 2024, from https://www.ipcc.ch/site/assets/uploads/2018/05/uncertainty-guidance-note.pdf.%0Awww.cambridge.org

IPCC 2018 Global warming of 1.5 oC. Intergovernmental Panel on Climate Change. Retrieved March 1, 2024, from https://www.ipcc.ch/sr15/

Leitner S, Ring D, Wanyama G N, Korir D, Pelster D E, Goopy J P, Butterbach-Bahl K and Merbold L 2021 Effect of feeding practices and manure quality on CH4 and N2O emissions from uncovered cattle manure heaps in Kenya. Waste Management, 126, 209-220. https://doi.org/10.1016/j.wasman.2021.03.014

Luo J, de Klein C A M, Ledgard S F and Saggar S 2010 Management options to reduce nitrous oxide emissions from intensively grazed pastures: A review. Agriculture, Ecosystems and Environment, 136(3-4), 282-291. https://doi.org/10.1016/j.agee.2009.12.003

Magomedov I A, Khaliev M S U and Bagov A M 2020 Agriculture and its contribution to global warming. In IOP Conference Series: Earth and Environmental Science (Vol. 548, Issue 3). https://doi.org/10.1088/1755-1315/548/3/032029

McCrabb G J and Hunter R A 1999 Prediction of methane emissions from beef cattle in tropical production systems. Australian Journal of Agricultural Research, 50(8), 1335-1339. https://doi.org/10.1071/AR99009

MoA 2021a Agricultural statitistics 2021 (p. 400). Center for Agricultural Data and Information System, Ministry of Agriculture Republic of Indonesia. Retrieved March 10, 2024, from https://satudata-pertanian-go-id.webpkgcache.com/doc/-/s/satudata.pertanian.go.id/assets/docs/publikasi/BUKU_STATISTIK_PERTANIAN_2021.pdf

MoA 2021b Livestock and animal health statistics 2021 (p. 240). Directorate General of Livestock and Animal Health Services, Ministry of Agriculture Republic of Indonesia. Retrieved March 10, 2024, from https://ditjenpkh.pertanian.go.id/berita/1609-buku-statistik-peternakan-dan-kesehatan-hewan-tahun-2021

Moss A R, Jouany J and Newbold J 2000 Methane production by ruminants : its contribution to global warming. Annales De Zootechnie, 49, 231-253. https://doi.org/10.1051/animres:2000119

Newbold C J, Wallace R J, Chen X B and McIntosh F M 1995 Different strains of Saccharomyces cerevisiae differ in their effects on ruminal bacterial numbers in vitro and in sheep. Journal of Animal Science, 73(6), 1811-1818. https://doi.org/10.2527/1995.7361811x

Petersen S O, Amon B and Gattinger A 2005 Methane oxidation in slurry storage surface crusts. Journal of Environmental Quality, 34(2), 455-461. https://doi.org/10.2134/jeq2005.455

Prayitno C H, Fitria R and Samsi M 2014 Pre-partum supplementation of heit-chrose on post-partum blood profile and recovery of body weight of dairy cows. Jurnal Agripet, 14(2), 89-95. https://doi.org/10.17969/agripet.v14i2.1872

Reay D S, Davidson E A, Smith K A, Smith P, Melillo J M, Dentener F and Crutzen P J 2012 Global agriculture and nitrous oxide emissions. Nature Climate Change, 2, 410-416. https://doi.org/10.1038/nclimate1458

Rivera J E and Chará J 2021 CH4 and N2O Emissions from cattle excreta: A review of main drivers and mitigation strategies in grazing systems. Frontiers in Sustainable Food Systems, 5(October), 1-17. https://doi.org/10.3389/fsufs.2021.657936

Rofiq M N and Anggraeni Y N 2019 Beef cattle contribution on greenhouse gases in Indonesia. In E. Aldrian, S. Puspowardoyo, & B. Haryanto (Eds.), Greenhouse Gas Emissions From Livestock in Indonesia With Tier-2 IPCC (pp. 15-27). LIPI Press.

Selbie D R, Buckthought L E and Shepherd M A 2015 The Challenge of the urine patch for managing nitrogen in grazed pasture systems. Advances in Agronomy, 129, 229-292. https://doi.org/10.1016/bs.agron.2014.09.004

Seresinhe T 2021 The Significance of livestock as a contributor to global greenhouse gas emissions today and in the near future. Tropical Agricultural Research & Extension, 24(4), 244-261. https://doi.org/10.4038/tare.v24i4.5568

Shahzad U 2015 Global warming: Causes, effects and solution. Durreesamin Journal, 1(4), 1233-1254. https://doi.org/10.21608/jesaun.2012.114490

Suarez-Belloch J, Doti S, Rodríguez-Romero N, Guada J A, Fondevila M and Latorre M A 2013 Hindgut fermentation in pigs induced by diets with different sources or starch. Spanish Journal of Agricultural Research, 11(3), 780-789. https://doi.org/10.5424/sjar/2013113-3958

Tseten T, Sanjorjo R A, Kwon M and Kim S W 2022 Strategies to mitigate enteric methane emissions in ruminants: A Review. Journal of Microbiology and. Biotechnology, 32(2), 269-277. https://doi.org/10.4014/jmb.2202.02019

Vlaming J B 2008 Quantifying variation in estimated methane emission from ruminants using the sf6 tracer technique. Massey University. Retrieved January 15, 2024, from https://mro.massey.ac.nz/bitstreams/970e4de6-5c8f-46aa-8ca8-741a3b44d8da/download

Vogels G D, Hoppe W F and Stumm C K 1980 Association of methanogenic bacteria with rumen protozoa. Applied and Environmental Microbiology 40 (3), 608-612. https://doi.org/10.1128/aem.40.3.608-612.1980

Wang J F, Zhu Y H, Li D F, Wang Z and Jensen B B 2004 In vitro fermentation of various fiber and starch sources by pig fecal inocula. Journal of Animal Science, 82(9), 2615-2622. https://doi.org/10.2527/2004.8292615x

Zahra W A, Suharti S, Jayanegara A, Akbar I, Armandani S, Wardani W W and Permana I G 2024 The effects of feed supplemention on the in vitro fermentability, ration digestibility and methane gas production across different dairy cattle feeding rations at the farms level. Livestock Research for Rural Development, 36(Article #22). Retrieved April 10, 2024, from http://www.lrrd.org/lrrd36/3/3622perm.html

Zaman M, Nguyen M L, Matheson F, Blennerhassett J D and Quin B F 2007 Can soil amendments (zeolite or lime) shift the balance between nitrous oxide and dinitrogen emissions from pasture and wetland soils receiving urine or urea-N? In Australian Journal of Soil Research (Vol. 45, Issue 7, pp. 543-553). https://doi.org/10.1071/SR07034