CGE Training Materials National Greenhouse Gas Inventories Agriculture Sector Version 2, April 2012 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories Target Audience and Objective from Training Materials • These training materials are suitable for people with beginner to intermediate level knowledge of national greenhouse gas (GHG) inventory development. • After having read this Presentation, in combination with the related documentation, the reader should: a) Have an overview of how emissions inventories are developed for the agriculture sector; b) Have a general understanding of the UNFCCC and IPCC guidelines; c) Be able to determine which methods suits their country’s situation best; d) Know where to find more detailed information on the topic discussed. • These training materials have been developed primarily on the basis of methodologies developed by the IPCC; hence the reader is always encouraged to refer to the original documents to obtain further detailed information on a particular issue. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 2 Acronyms AD AFI AI, NAI Parties AWMS AMMS Bo C, NA, NE, NO, IE CS EF EFDB GE GHG IPCC MCF NIR NK QA/QC SC VS Activity Data Annual Feed Intake Annex I, non-Annex I Parties Animal Waste Management System Animal Manure Management System Methane producing potential Confidential, Not Applicable, Not Estimated, Not Occurring, Included Elsewhere Country-specific Emission Factor IPCC Emission Factor Data Base Gross Energy Greenhouse Gas(es) Intergovernmental Panel on Climate Change Methane Conversion Factor National Inventory Report Notation keys Quality Assurance/Quality Control Scaling factors Volatile Solids Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 3 Outline of course – Agriculture Sector • Glossary (slide 3) • Supporting materials (slide 4) • Revised 1996 IPCC Guidelines (slide 5) • IPCC good practice guidance (slide 18) Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 4 1.4 Supporting Materials • Revised 1996 IPCC Guidelines for National GHG Inventories http://www.ipccnggip.iges.or.jp/public/gl/invs1.html • IPCC Good Practice Guidance and Uncertainty Management in National GHG Inventories (2000) http://www.ipcc-nggip.iges.or.jp/public/gp/english/ • IPCC Emission factor database (EFDB) http://www.ipccnggip.iges.or.jp/EFDB/main.php • UNFCCC software http://unfccc.int/resource/cd_roms/na1/ghg_inventories/index.htm • Colorado State University ALU software http://www.nrel.colostate.edu/projects/ALUsoftware/ Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 5 Revised 1996 IPCC Guidelines for National GHG Inventories: Agriculture • Scope: anthropogenic emissions from agricultural sources occurring within the national territories: • • • • Only non-CO2 gas emissions (CH4, N2O) CO2 emissions occur but in an annual balance with removals from the atmosphere (photosynthesis) No method provided to estimate GHG sequestration Data Quality and Time Frame: relatively poor quality data (compared with energy sector), high annual fluctuation; thus, it is advisable to use three-year average annual figures (NB: use of a three-year average is not suggested in the 2006 IPCC Guidelines). • Default Method: provision of default methodologies, assumptions, emission factors and data (tier 1) but national assumptions, data and emission factors must be preferred. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 6 Revised 1996 IPCC Guidelines: Agriculture Source Categories • Enteric Fermentation (4A): • CH4 emissions from domesticated animals (ruminants and non-ruminants) • Data organized by animal species (subcategories) • Tier 1: Emissioncategory = Sum (N° of animalssubcategory i * EFsubcategory i) • Tier 2 (Mature Dairy Cattle, Mature Non-dairy Cattle, Young Cattle): requires an enhanced livestock characterization: • species disaggregated into groups of homogeneous animals • estimates for AFI (used to estimate EFs for enteric fermentation and manure management). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 7 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Manure Management (4B): • CH4 and N2O emissions from piled manure • Tier 1: • Emissioncategory = Sum (N° of animalssubcategory i * EFsubcategory i) • Tier 2 : requires an enhanced livestock characterization • Data organized by animal species and animal manure management systems (AMMS) • CH4: • • Tier 1 requires species population data disaggregated per climate region and default EFs Tier 2 estimates group-specific EFs based on manure characteristics (VS, Bo, MCF) (only for cattle, swine). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 8 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Manure Management (4B): • N2O: • Tier 1 requires species population data disaggregated per climate region and AMMS, and default EFs • Tier 2, not provided • Tier 3: country-specific approach. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 9 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Rice Cultivation (4C): • CH4 emissions from flooded fields • Reason: anaerobic decomposition of organic materials • Only one method (Tier 1) • AD: harvested area per: • rice ecosystem • water management • organic amendments • Other. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 10 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Rice Cultivation (4C): • • Basic EF: permanent flooding, no organic amendments Scaling factor to account for cropping practices, multiple cropping, ecosystem type, water regime, organic amendments, soil type • CH4 emitted = Harvested area * basic EF * scaling factors • N2O emissions from paddy soils, reported under 4D. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 11 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Agricultural Soils (4D): • Tier 1 method for N2O emissions only • No method for CH4 • Tier 3: country-specific approach • • No method for CH4 emissions/removals, N2O removals or soil carbon capture. Three types of emissions: • Direct • Indirect • Animal production (also, considered to be direct). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 12 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Agricultural Soils (4D): • Direct N2O emissions: • • • • AD (N applied as fertilizers/manure/crop residues/composts, N fixed by leguminous crops, cultivated histosols) EFs (EF1 for N inputs and EF2 for organic soil cultivation). Indirect N2O emissions: • Due to N volatilization and deposition • Due to N leaching and run-off • Due to direct sewage discharge to rivers/estuaries/lakes/channels. Animal production direct N2O emissions: from faeces, urine and dung deposited onto the soils (mainly from grazing animals). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 13 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Prescribed burning of savannas (4E): • N2O, CH4 and some precursors (CO, NOx, NMVOC) emissions from savanna fires • Tropical and subtropical regions holding long dry season • Tier 1, provided • Some default ADs, provided but national/regional values must be preferred • Number of ADp, estimated by expert judgement • EFs for the different gases, provided. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 14 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Field burning of crop residues (4F): • N2O, CH4 and precursors (CO, NOx, NMVOC) emissions • Tier 1 (Tier 1b), similar to savanna burning: • Emission (CO2e)= Area burned * Biomass * Kc-biomass * Oxid Factor * (EFC-CH4 * CFC-CH4 * GPWCH4 + N/C * EFN-N2O * CFN-N2O * GPWN2O) • • Number of ADp, to be estimated (bold) Other crop residue uses (off-site energy uses, soil application, animal forage, others), excluded. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 15 Revised 1996 IPCC Guidelines: Agriculture Source Categories (cont.) • Field burning of crop residues (4F): • Subcategories: • Cereals (wheat, barley, oats, rye, rice, maize) • Pulses (peas, lentils, beans, fabas) • Tubers and roots (potatoes, beets) • Sugar cane • Other crops (fruit trees, hort, crops, others) Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 16 GHGs to be Reported in Agriculture Sector GHG PRECURSORS SECTOR/Source category CO2 CH4 N2O ENTERIC FERMENTATION X MANURE MANAGEMENT X X X1 X X X AGRICULTURAL SOILS CO NOX NMVOC SO2 X X X X2 X X X X2 AGRICULTURAL RESIDUE BURNING PRESCRIBED BURNING OF X X SAVANNAS RICE CULTIVATION X 1 No method available considered though occurring 2 Not Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 17 Summary Table: Recommended Methods • Enteric fermentation T1 T2 (cattle, buffalo sheep) • Manure management – CH4 T1 T2 (cattle, swine) • Manure management – N2O T1 • Rice cultivation T1 • Agricultural soils T1 • Savanna burning T1 • Crop residue burning T1 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 18 IPCC Good Practice Guidance and Uncertainty Management in National GHG Inventories (2000) • Structure: • Chapter 1, Introduction • Chapter 2, Energy Sector • Chapter 3, Industrial Processes Sector • Chapter 4, Agriculture Sector • Chapter 5, Waste Sector • Chapter 6, Uncertainty • Chapter 7, Methodology • Chapter 8, QA/QC Plus annexes and other general information Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 19 Key Steps in the GHG Inventory Elaboration Process • Key category determination (general issue) • Subcategories – significance (animal species, anthropogenic N sources, crop residues) • Single livestock characterization (basic for Tier 1 or enhanced for Tier 2) • Use of decision trees at category level to define the most appropriate method level • Mass balance and data disaggregation for multiple use items: crop residues, animal manures. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 20 Step 1: Key Category Determination • First step when preparing a national GHG inventory. • From Annex I NIRs, it is already known that key categories from agriculture are: • • • • • • Enteric fermentation (CH4) Agricultural soils (direct N2O) Agricultural soils (indirect N2O) Manure management (CH4) Manure management (N2O) Rice cultivation, crop residues and savanna burning 97% 94% 60% 40% 38% <10% Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 21 Step 1: Key Category Determination (cont.) • If no previous information, inventory compilers should assume that: • • • Enteric fermentation and agricultural soils (direct and indirect N2O emissions) are mostly likely to be key categories Thus devoting the best efforts to them. Also, the NAI inventory team must consider that: • • • Savanna burning must be key category for tropical/subtropical parties holding a long dry season (Brazil, Colombia, …) Rice production must be key category for Asian countries (China, Indonesia, Malaysia, etc.) Crop residue burning should never be a key category. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 22 Step 2: Determination of Significant Subcategories • Second step when preparing a national GHG inventory • Categories with multiple subcategories: • • Related to livestock (enteric fermentation, manure management, agricultural soils) • Related to anthropogenic N (agricultural soils) • Related to crop residues burning. More efficient and less expensive inventory elaboration. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 23 Step 2: Determination of Significant Subcategories Steps to Follow • Estimation of animal species population • If no national data are available, enter data from FAOSTAT http://faostat.fao.org/site/339/default.aspx • Disaggregation between dairy and non-dairy cattle, following expert judgment • Filling in of Table 4-1s1 of UNFCCC software spreadsheet with population data and default EFs • Estimation of individual contribution to the total category emissions. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 24 Step 2: Determination of Significant Subcategories Example MODULE SUBMODULE AGRICULTURE METHANE AND NITROUS OXIDE EMISSIONS FROM DOMESTIC LIVESTOCK ENTERIC FERMENTATION AND MANURE MANAGEMENT WORKSHEET SHEET 4-1 1 OF 2 METHANE EMISSIONS FROM DOMESTIC LIVESTOCK ENTERIC FERMENTATION AND MANURE MANAGEMENT STEP 1 A Livestock Type Number of Animals (1000s) STEP 2 B C Emissions Factor for Enteric Fermentation (kg/head/yr) D Emissions from Enteric Fermentation (t/yr) Emissions Factor for Manure Management 550 81 44.550 Non-dairy Cattle 2750 49 134.750 0 55 0 Buffalo Sheep 2500 5 Goats 500 5 Camels 125 46 Horses 75 18 Mules & Asses 25 10 Swine 5030 1 Poultry 15000 NE Totals 22% 19 65% SIGN. 13 12.500 6% 2.500<3% 5.750<3% 1.350<3% 250 <3% 5.030<3% NE E Total Annual Emissions from Domestic Livestock (t/yr) (Gg) E = (A x D) F =(C + E)/1000 10.450 35.750 7 13% 55,00 43% SIGN. 170,50 0 0,16 400 0,17 85 1,9 237,5 1,6 120 0,9 22,5 7 35.210 0,018 270 206.680 F Emissions from Manure Management (kg/head/yr) C = (A x B) Dairy Cattle STEP 3 82.545 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 0,00 <1% 12,90 2,59 <1% 5,99 <1% 1,47 <1% 0,27 <1% 43% SIGN. 40,24 <1% NE 288,96 25 Step 2: Determination of Significant Subcategories Assessment • Some tips: • • • • Always regard cattle as a significant subcategory for enteric fermentation Consider swine as a significant subcategory for CH4 - manure management (if population is relevant) Produce an enhanced characterization for the significant animal species (only described for cattle, buffalo, swine and sheep) Always produce a single characterization of animal species, as follows: • Basic for non-significant species • Enhanced for the significant species. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 26 Step 2: Determination of Significant Subcategories Determination • In summary: • Quick assessment (Tier 1) of significance for: • Animal species for CH4 - Enteric Fermentation • Animal species for CH4 - Manure Management • Anthropogenic N inputs for agricultural soils. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 27 Step 3: Single Livestock Characterization • Livestock data, needed for several categories: • • Enteric fermentation, manure management, and agricultural soils. Parties with important livestock activity should produce a single characterization (enhanced/basic) of the animal species according to their contribution: • • Enhanced for significant species; basic for non-significant species. It is also good practice to: • • Include all the animal species existing in the Party Assess the contribution of each animal species to the total emissions of the individual category (enteric fermentation and/or manure management). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 28 Step 4: Decision Tree at Category Level Goats, horses, mules/asses, poultry, (sheep) Cattle, buffalo, swine, (sheep), species without tier/EF Recommended for species with enhanced charactererisation, when key source Required for species with high individual contribution, when key source Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 29 Step 4: Single Livestock Characterization • For animal species with a significant contribution to the source emissions (25% or more), it is good practice to apply: • Enhanced (detailed) characterization – country-specific method/Tier 2 – nationally disaggregated emission factors… …Provided there is no restriction of activity data. • For those non-significant animal species: • • Basic characterization – tier 1 – default emission factors. Recommendation: always produce an enhanced characterization for cattle and swine; buffalo and sheep could be included, depending on national circumstances. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 30 Step 4: Single Livestock Characterization (cont.) • Basic characterization comprises: • List of animal species • Annual population data, by species • Average annual milk production of dairy cows • Percentage of animals per climate region existing in the Party. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 31 Step 4: Single Livestock Characterization (cont.) • Enhanced Characterization: in addition top basic data • • • • Disaggregation of species population into homogeneous groups of animals (per age/gender/animal performance) Livestock population per species homogeneous groups Feed intake estimates for a typical animal in each group (used in the tier 2 enteric fermentation emissions for cattle, buffalo and sheep) Estimates should be used to harmonize the estimated manure and N excretion rates for CH4 and N2O emissions from manure management and direct/indirect N2O agricultural soil emissions Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 32 Step 4: Single Livestock Characterization (cont.) • Enhanced Characterization • • • • Animal performance, used to estimate gross energy (GE) intake: amount of energy (MJ/day) an animal needs per day to perform activities (growth, lactation and pregnancy) It is good practice to estimate GE intake based on animal performance data If no AD is available, a survey should be conducted to determine regional livestock production patterns and regional animal distributions If not enough resources, assumptions may be based upon the opinions of experts Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 33 Step 4: Single Livestock Characterization (cont.) Characterization of animal species without emission estimation method: Some countries may have domesticated animals for which IPCC has not reported methods (llamas, alpacas, wapiti, emus, ostriches, deer, others). The IPCC good practice guidance (2000) recommends that emission estimates should be based on country-specific emission factors when the species is likely to be a significant emission source. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 34 Step 5: Mass Balance of Share Items • Items linked to more than one category: • In agriculture: • • • • Livestock linked to “Enteric Fermentation”, “Manure Management” and “Agricultural Soils” Manure management linked to “Manure Management – N2O” and “Agricultural Soils” Crop residues linked to “Agricultural Soils” and “Field Burning of Agricultural Residues”. Some activity data must be properly disaggregated to avoid double counting of emissions (manure and crop residues final uses). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 35 Step 5: Mass Balance of Share Items (cont.) • Mass balance for crop residues (fractioning according to different end uses) • Mass balance for animal manure produced (direct grazing and confinement, confined manure disaggregated by AWMS). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 36 Step 5: Mass Balance of Share Items: Example Crop residues On-site Eaten by grazing animals Applied to soils Burned on-site Off-site Decomposed on the field Used as fuel Used as energy source (biogas) Raw material for building materials Feed suplemental for animals Used as house firewood Other uses Accounted under 4D. Agricultural Soils Accounted under 4F. Burning of crop residues Accounted under 1. Energy Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 37 Step 5: Mass Balance of Share Items: Example of Enhanced Characterization: Bovine – Enteric Fermentation Parameter Symbol Cows Steers Weight (kg) Weight gain (kg/day) W WG 420 0 380 0.2 210 0.2 Country-specific data Country-specific data Mature weight (kg) MW 420 440 430 Country-specific data Ca 0.33 0.33 0.33 IPCC good practice guidance, Table 4-5, and expert judgment - 60 - - Country-specific data Feed digestibility (%) DE 57 57 57 Country-specific data Maintenance coefficient Cfi 0.335 0.322 0.322 IPCC good practice guidance, Table 4-4 Net energy maintenance (MJ/day) NEm 31.1 27.7 17.8 Calculated using IPCC good practice guidance, equation 4.1 Net energy activity (MJ/day) NEa 10.3 9.2 5.9 Calculated using IPCC good practice guidance, equation 4.2a Feeding situation Females giving birth (%) Young Comments Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 38 Step 5: Mass Balance of Share Items: Example of Enhanced Characterization : Bovine – Enteric Fermentation (cont.) Parameter Symbol Cows Steers C - 1.0 0.9 Net energy growth (MJ/day) NEg - 3.4 2.4 Pregnancy coefficient CP 0.1 - - NEP 3.1 - - NEma/DE 0.48 0.48 0.48 NEga/DE 0.26 0.26 0.26 GE 162.2 170.0 111.2 Growth coefficient Net energy pregnancy (MJ/day) Portion of GE available for maintenance Portion of GE available for growth Gross energy intake (MJ/day) Young Comments IPCC good practice guidance, p.4.15 Calculated using IPCC good practice guidance, equation 4.3a IPCC good practice guidance, Table 4.7 Calculated using IPCC good practice guidance, equation 4.8 Calculated using IPCC good practice guidance, equation 4.9 Calculated using IPCC good practice guidance, equation 4.10 Calculated using IPCC good practice guidance, equation 4.11 To check estimates of GE, convert to kg/day of feed intake (by dividing GE by 18.45) and divide by live weight. The result must be between 1% and 3% of live weight. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 39 Step 5: Mass Balance of Share Items: Example of Enhanced Characterization : Bovine – Manure Management Parameter Symbol Cows Steers Young Comments GE 139.3 130.4 117.7 Calculated using IPCC good practice guidance, equation 4.11 * - 18.45 18.45 18.45 IPCC default value - 7.55 7.07 6.38 Calculated DE 60 60 60 Ash content of manure (%) ASH 8 8 8 Volatile solid excretion (kg dm/day) VS 2.78 2.60 2.35 Maximum CH4 producing capacity of manure (m3CH4/kg VS) Bo 0.10 0.10 0.10 Gross energy intake (MJ/day) (from the enhanced characterization) Energy intensity of feed (MJ/kg) Feed intake (kg dm/day) Feed digestibility (%) Table A-2, Revised 1996 IPCC Guidelines, volume 3 Revised 1996 IPCC Guidelines, volume 3, p. 4.23 Calculated using IPCC good practice guidance equation 4.16 Revised 1996 IPCC Guidelines, volume 3, , p.4.40 *GE is used for determining VS. If these data are not available, default VS values are provided in Revised 1996 IPCC Guidelines, Table B-1, p. 4.40. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 40 3B.40 Step 5: Mass Balance of Share Items: Example of Enhanced Characterization : Bovine – Manure Management (cont.) Parameter Symbol Cows Steer Young Comments Methane conversion factor (%) MCF 1.8 1.8 1.8 Revised 1996 IPCC Guidelines, volume 3, Table 4- Emission factor (kg CH4/head/yr) EF 1.22 1.14 1.03 8, p.4.25 (data for pasture/range/paddock system, weighted by climate region) Calculated using IPCC good practice guidance equation 4.17 Total emissions estimated here are lower than those using Tier 1 (8.2 Gg CH 4/yr). Weighted EF derived from this table is 1.2 kg CH4/head/yr, and this value should be used instead of the default (1.6 kg CH4/head/yr) in UNFCCC software. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 41 3B.41 Example: Enteric Fermentation • CH4 emissions: • The decision tree for estimating CH4 emissions from enteric fermentation (IPCC good practice guidance, Figure 4.2) defines the route that must be followed to produce accurate emission estimates Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 42 CH4 emissions from Enteric Fermentation Event impossible Accuracy of estimates: Box 2 > Box 1 Cattle, species with significant individual contribution to a key source For significant species when not enough AD Species with no significant contribution to a key source Buffalo, Sheep, Goats, Horses, Mules/Asses, Poultry Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 43 Enteric Fermentation • If no domestic animal production, then the notation key “NO” • If the category occurs but is not a key category, the recommended general approach is: basic characterization – Tier 1 – default EF • • However, it is recommended to use enhanced characterization and tier 2 for cattle, provided the Party has the necessary data. If the category occurs and is a key category, the recommended approach is: enhanced characterization – Tier 2 – CS EF For the significant animal species (cattle and others) basic characterization – Tier 1 – default EF For the non-significant animal species. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 44 Enteric Fermentation • Three methods for estimating CH4 emissions: • • Tier 1, simplified approach, relies on default EFs drawn from previous studies Tier 2, more accurate approach, requires detailed CS data on nutrient requirements, feed intake and CH4 conversion rates for specific feed types, to develop CS EFs for country-defined livestock categories: • • CS EFs, derived from enhanced characterization. The IPCC good practice guidance provides information to develop EFs for cattle and sheep (for buffalo, approach described for cattle can be applied) Tier 3, based on CS models and other approaches. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 45 Manure Management: CH4 Emissions • Single livestock characterization provides the data to support the estimates • Default or CS emission factors (based on manure characteristics, Bo, VS, MCF, and manure management systems), depends on the species significance • Decision tree defines the route the Party should follow to produce accurate estimates (IPCC good practice guidance, Figure 4.3) Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 46 Event impossible CH4 emission from Manure Management Accuracy of estimates: If key source and high individual contribution Goats, horses, mules/asses, poultry, sheep Cattle, buffalo, swine, (sheep), species without tier/EF Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories Box 3 > Box 4 > Box 2 > Box 1 47 Manure Management: CH4 Emissions From the decision tree: If no domestic animal production, then report as “NO” If the domestic animal production occurs but the category is not key category, emission estimates can be computed following the most basic approach: basic characterization – Tier 1 – default EF If the activity occurs and the category is key category: For the significant species (generally cattle, swine): enhanced characterization – Tier 2 – CS EFs For the non-significant species (generally, sheep, goats, camels, horses, asses, mules, poultry): basic characterization – Tier 1 – default EF Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 48 Manure Management: CH4 Emissions Tier 1 requires livestock population data per animal species and climate region (i.e. cool, temperate, warm). Tier 2 requires detailed information on animal characteristics and the manner the manure is managed: Volatile solid (VS) excretion rates; country-specific VS data are based on estimated daily average feed intake, digestible energy of the feed, and ash content of the manure Maximum CH4 producing capacity of the manure (Bo), and CH4 conversion factor (MCF). Level depending on data availability and natural circumstances. Parties should make their best efforts to apply Tier 2. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 49 Some Tips • • For Enteric Fermentation: • Enhanced characterization and Tier 2 for cattle (non-dairy and/or cattle) • Single characterization and Tier 1 for the rest of the animal species. For CH4 – Manure Management: • • Enhanced characterization and Tier 2 for swine and cattle (non-dairy and/or cattle); exceptionally, sheep and poultry Single characterization and Tier 1 for the rest of the animal species. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 50 Some Tips: Summary Table ANIMAL SPECIES CHARACTERIZATION LEVEL ENTERIC FERMENTATION MANURE MANAGEMENT methane methane SINGLE (ENHANCED) T1 (T2) T1 (T2) ENHANCED T2 T2 SHEEPS BASIC (ENHANCED) T1 T1 (T2) GOATS BASIC T1 T1 HORSES BASIC T1 T1 MULES & ASSES BASIC T1 T1 ENHANCED T1 T2 POULTRY BASIC T1 T1 (T2) OTHERS BASIC T1 T1 DAIRY CATTLE NON-dairy CATTLE SWINE Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 51 Manure Management: N2O Emissions • To estimate emissions, the livestock data must come from the single livestock characterization, to determine: • • • Annual average nitrogen (N) excretion rate per head (Nex) for each animal species/category (T) Fraction of the total annual excretion for each livestock species/category that is managed with each manure management system type (MMS) N2O emission factors for each MMS type. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 52 N2O emission from Manure Management Event impossible Accuracy of estimates: If K category Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories Box 3 > Box 4 > Box 2 > Box 1 53 Manure Management: N2O Emissions • The activity data required in addition to those necessary for the livestock characterization are: • • Annual average N excretion per head/category/species Fraction of total annual excretion for each livestock species/category that is managed in a MMS. • If no available data on the distribution of MMSs, the Party should conduct a survey. • If that is not possible, values can be derived from expert opinions. • Parties are also encouraged to disaggregate the activity data for each major climatic zone. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 54 Prescribed Burning of Savannas • IPCC good practice guidance describes Tier 1 method to estimate non-CO2 gas emissions from savanna burning. Default activity data and emission factors are available in the Revised 1996 IPCC Guidelines • Tier 1 can be Tier 1b if regional disaggregation is applied. • Among Annex I Parties, this is a key category for Australia only, but it is very likely to be a key category for many NAI Parties. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 55 Event impossible If Kcategory Non-CO2 emissions from Prescribed Burning of Savannas If not KS Accuracy of estimates: Box 4 > Box 3 > Box 2 > Box 1 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 56 Prescribed Burning of Savannas • Main features of the decision tree (IPCC good practice guidance Figure 4.5) are: • • • If savannas do not exist, then report a “NO” If savanna burning occurs but is not key category, emissions can be estimated using default values If savanna burning occurs and is a key category, emissions must be estimated using CS activity data and emission factors, provided the activity data are available and/or can be collected. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 57 Prescribed Burning of Savannas • IPCC Tier 1 method requires values for: • Living fraction of aboveground biomass • Dead fraction of aboveground biomass • Oxidized fraction after burning • C fraction in living and dead biomass • N/C ratio of the biomass • • Combustion efficiency (molar ratio of emitted CO2 concentrations to the sum of emitted CO and CO2 concentrations from savanna fires). Non-collectable activity data (parameters): field measurements, expert judgment, default values. • Additional information, provided in Appendix 4A.1 of the IPCC good practice guidance. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 58 Field Burning Of Crop Residues • Non-CO2 gas emissions • One method available (Tier 1a or 1b) • Preference should be given to CS ADs and EFs • Default activity data and emission factors, available in the Revised 1996 IPCC Guidelines and FAO database • Primary uncertainty in estimating emissions of CH4 and N2O from crop residue burning is the fraction of residue burned in the field • Avoid double counting of crop residues (mass balance) • IPCC good practice guidance refers to the Revised 1996 IPCC Guidelines for this source category; additional information, in GPG-Appendix 4A.2, for future revision of the methodology. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 59 Event impossible If Kcategory Non-CO2 emissions from Crop Residue Burning Accuracy of estimates: If not Kcategory Box 4 > Box 3 > Box 2 > Box 1 If not CS-AD If not CS-EF If not CS-EF Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 60 Field Burning Of Crop Residues • Main features from the decision tree: • • If it does not occur, then report “NO” If it occurs but is not a key category, estimates may arise from Box 1 (default values) • • use of CS-EFs (Box 2) desirable If it occurs and is a key category, estimates may arise from Box 4 (CS-EFs + CS activity data) • use of Box 3 (CS EFs + default activity data) is accepted. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 61 Agricultural Soils • • N inputs (origin of direct N2O emissions): • Application of synthetic fertilizers (FSN) • Application of animal manure (FAM) • Cultivation of nitrogen-fixing crops (FBN) • Incorporation of crop residues to soils (FCR) • N mineralization due to cultivation of organic soils (FOS) • Application of other sources, such as sewage sludge. The inventory team must avoid double counting of emissions from synthetic fertilizer, animal manure, and other sources (mass balance). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 62 Direct N2O emission from Agricultural Soils Accuracy of estimates: FAMSS NFCCR Box 5 Box 3 > > Box 4 Box 2 > > Box 1 Event impossible If not Kcategory If Kcategory Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 63 Agricultural Soils – Direct Emissions (cont.) • Main features from the decision -tree (IPCC good practice guidance Figure 4.7): • • • • If no N applied to soils, then “NO” If N applied but not key category, emission estimates may arise from T1a and default data (AD, EFs) for each N input (Box 1) If N applied and key category, then CS activity data must be provided for the significant N inputs For FSN, FAM, others: emission estimates should come from T1a/b and CS data (AD, EFs) (Box 5) • • acceptable to use default parameters and/or EFs (box 4) For FCR, FBN, FOS: emission estimates should come from T1a/b and CS emission factors (Box 3) • acceptable to use default EFs (Box 2) Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 64 Agricultural Soils – Direct Emissions (cont.) • There is only one tier for this source: • Two variations: 1a and 1b, depending on the expansion of the equations according to the availability of activity data • Preference should be given to Tier 1b equations, which expand the number of terms in the equations • For Parties with no necessary data, the simpler Tier 1a equations are acceptable • Estimating emissions combining Tier 1a and Tier 1b equations for different N inputs is also acceptable • For some N inputs, no Tier 1b equations are available. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 65 Agriculture Soils – Direct Emissions (cont.) • Great volume of activity data. Highly unlikely that any Party would fulfil all the requirements • Activity data (collectable, field measurement): • Nitrogen content of substrates (manure, crop residues, sewage sludges) • Synthetic fertilizers: amount of N applied to soils • Animal manure: • Total amount produced, disaggregated by confinement and direct grazing • Destination: 1) treated in animal waste management system (emissions from manure management), 2) from grazing animals (emissions from animal production), 3) manure used as fuel, 4) manure used as animal food, 5) manure applied to soils. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 66 Agriculture Soils – Direct Emissions (cont.) • • • Nitrogen-fixing crops: • Area of nitrogen-fixing crops (pulses) and nitrogen-fixing forage crops • Residue/crop ratios Crop residues: • Area of residue-producing crops, • Residue/crop ratios and residue percentage which is applied to soils Histosols: • • • Area of cultivated histosols Sewage sludge: • Amount of sewage sludge applied to soils • Nitrogen content in sewage sludge Partition coefficients: FRACGASF, FRACGASM, FRACPRP, FRACSEWSLUDGE, FRACFUEL-AM, FRACFEED-AM, FRACCONST-AM, FRACNCRBF, FRACDM, FRACNCRO, FRACBURN, FRACFUEL-CR. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 67 Agriculture Soils – Indirect Emissions • Indirect N2O emissions: • • Atmospheric deposition on soils of NOX and NH4 associated with N from the different inputs (method available for synthetic fertilizers and animal manure) Leaching and run-off of the N applied to soils (method available for synthetic fertilizers and animal manure) Disposal of sewage N (method available for discharge of sewage N into rivers or estuaries) • • Formation of N2O in the atmosphere from NH3 emissions originating from anthropogenic activities (no method available) Disposal of effluents from food processing and other operations (no method available). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 68 Indirect N2O emissions from Agricultural Soils Event impossible If Kcategory Accuracy of estimates: If not Kcategory Box 4 > Box 3 > Box 2 > Box 1 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 69 Agricultural Soils (cont.) • Main features derived from the decision tree (IPCC good practice guidance Figure 4.8): • • If no N application, then report as “NO” If yes but it is not a key category, emission estimates can be derived using the default ADs and EFs (Box 1): • • Recommended to apply CS AD and EFs (Box 2) If yes and it is a key category, emission estimates must be derived using CS AD, EFs and partitioning parameters (Box 4): • Acceptable to use default EFs (Box 3). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 70 Agricultural Soils (cont.) • Activity data (collectable, field measurement): • Nitrogen content in manures and sewage • Synthetic fertilizers: amount of N applied as fertilizers • Animal manure: • Total amount of animal manure produced • Amount of animal manure for other uses: 1) treated in animal waste management systems, accounted for under manure management; 2) manure from grazing animals, accounted for under animal production; 3) manure used as fuel; and 4) manure used as animal food • For sewage sludge: amount applied to soils • Partition coefficients: FRACGASF, FRACGASM, and FRACLEACH. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 71 Agricultural Soils (cont.) • N2O emissions from animal production (pasture, range, and paddock) – Three potential sources of N2O emissions relating to animal production: • • • Animals themselves (not accounted, assumed negligible) Animal wastes during storage and treatment (accounted for under manure management) Dung and urine deposited by free-range grazing animals (accounted for here). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 72 Agricultural Soils (cont.) • Activity data can be taken from agricultural soils and manure management: • • • • The data required to estimate N2O emissions from each relevant animal waste management system used by the Party Fraction of animal populations managed as direct grazing, per animal species, and Nitrogen excretion rates per animal species. Methodology for N2O emissions from animal production is addressed in the IPCC good practice guidance, under Manure Management. • It is also important that activity data come from a single livestock characterization. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 73 Rice Production • IPCC provides one method for estimating CH4 emissions from rice production. • The method uses annual harvested areas and area-based seasonally integrated EFs. In its simplest form, the IPCC method can be implemented using national activity data (i.e. national total area harvested) and a single EF. • The method can be modified to account for variability in growing conditions by disaggregating total harvested area into sub-units (e.g. areas under different water management regimes), provided specific EFs are available. • The decision tree defines the route Parties should follow to produce accurate estimates (IPCC good practice guidance, Figure 4.9). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 74 Event impossible CH4 emissions from Rice Cultivation If not Kcategory Accuracy of estimates: If category Box 3 > Box 2 > Box 1 Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 75 Rice Production (cont.) • Main features derived from the decision tree: • • If no rice cultivation, then report as “NO” If yes but it is not a key category, emissions can be estimated using default emission factors (Box 1) • • Recommended to use scaling factors for other factors including organic amendments If yes and it is a key category, emissions should be estimated based on data from each cropping region, CS emission factors and scaling factors for water management, organic amendments and soil type (Box 3) • Acceptable not to use scaling factors (Box 2). Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 76 Rice Production (cont.) • Activity data on rice production and harvested area should be available in most Parties’ national statistics. • Alternate options: • • • FAO website: http://faostat.fao.org/site/567/DesktopDefault.aspx?PageID=567#ancor IRRI's World Rice Statistics (e.g. IRRI, 1995). As cultivation area statistics may be biased, Parties are encouraged to verify their harvested area statistics with remote sensing data. • Parties are encouraged to complete a survey of cropping practices to obtain data on the type and amount of organic amendments applied. Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 77 Thank you! Consultative Group of Experts (CGE) Training Materials for National Greenhouse Gas Inventories 78