SlideShare a Scribd company logo
1 of 15
Download to read offline
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
GLEAM-i
An interactive tool to assess GHG emissions
and mitigation potential in the livestock sector
2nd December - FAO HQ (Rome)
Anne Mottet
Livestock Policy Officer
Rubén Martínez
Livestock analyst
GLEAM –i Webinar – 31 May 2016
http://www.fao.org/gleam
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
AGA provides support to countries for
developing sustainable livestock policies
Produce disaggregated assessments
Carry out economic analyses
Engage in multi-stakeholder initiatives on
methods and practice change
Pierre Gerber, Henning Steinfeld, Benjamin Henderson, Carolyn Opio, Anne Mottet, Tim Robinson,
Alessandra Falcucci, Giuseppe Tempio, Rubén Martinez, Michael MacLeod (SRUC), Theun Vellinga
(WUR)…
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
Countries report
about GHG
emissions
3
Manure
management
0.34 Gt
Enteric
fermentation
1.95 Gt
IPCC, 2014
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM - Global Livestock Environment Assessment Model
A GIS tool initially developed to improve the understanding of GHG emissions in livestock
supply chains, extended to natural resource use efficiency: feed, land use, nitrogen…
• Life Cycle Assessment modelling, all steps of production, all major sources of emissions
• Computes livestock production and IPCC Tier 2 emissions at local level (cells on a map)
• Can generate averages and ranges at different scales
• Allows for scenario analysis and assessment of mitigation options
• Developed at FAO, in collaboration with other partners
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
• IPCC (2006) Tier 2 requires the animal population to be categorized into
distinct cohorts (types, weights, phase of production…)
But data on animal herd structure generally not available
 GLEAM herd module : 6 cohorts
Key production parameters:
mortality, fertility, growth and replacement
rates, age or weight at which animals transfer
between categories (e.g. age at first
parturition); duration of key periods (e.g.
gestation), and the ratio of breeding females
to males.
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
• Calculation of animal energy requirement for each cohort (system module)
IPCC (2006) Tier 2 (Equations 10.3 to 10.13)
Gross energy requirement = maintenance + lactation and pregnancy + animal activity +
weight gain and production.
IPCC (2006) does not include equations for calculating the energy requirement of pigs or
poultry
Equations derived from NRC (1998) for pigs, Sakomura (2004) for chickens
• Calculation of feed intake, total feed emissions and land use
Feed intake of each animal category (in kg DM/day) animal’s energy requirement / average
energy content of the ration (feed module)
 GLEAM feed module
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
• Calculation of CH4 emissions arising enteric fermentation (Tier 2)
IPCC (2006) provides default enteric methane conversion factor, Ym (% of
gross energy converted to methane)
GLEAM has specific Ym to reflect the wide-ranging diet quality and feeding
characteristics globally:
𝑌 𝑚 𝐶𝑎𝑡𝑡𝑙𝑒 = 9.75 − 0.05 ∙ 𝐷𝐸
𝑌 𝑚 𝑚𝑎𝑡𝑢𝑟𝑒 𝑠ℎ𝑒𝑒𝑝 = 9.75 − 0.05 ∙ 𝐷𝐸
𝑌 𝑚 𝑙𝑎𝑚𝑏<1 𝑦𝑒𝑎𝑟 = 7.75 − 0.05 ∙ 𝐷𝐸
where DE = feed digestibility of the ration
CH4 emission factor:
𝐸𝐹𝐶𝐻4 = 365 ∙ 𝐺𝐸 ∙ 𝑌 𝑚 100 55.65
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
• CH4 emissions arising during manure management (Tier 2)
Volatile solids excretion rates: Equation 10.24 IPCC (2006)
Proportion of the volatile solids converted to CH4 during manure management:
Equation 10.23 IPCC (2006)
CH4 conversion factor: IPCC (2006, Table 10A-7)
Proportion of manure managed in each system: official statistics (such as the Annex
1 countries’ National Inventory Reports to the UNFCC), other literature sources and
expert judgement. IPCC systems challenging.
• N2O emissions arising during manure management (Tier 2)
N excretion : Equation 10.31 IPCC (2006) as the difference between intake and
retention. N-intake depends on the feed dry matter intake and the N content per kg
of feed.
Rate of conversion of excreted N to N2O: IPCC (2006) default emission factors for
direct N2O (Table 10.21, IPCC 2006) and indirect via volatilization (Table 10.22, IPCC
2006) + variable leaching rates, depending on the AEZ
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
FAO, 2013
EGG
EGGS
Diversity in livestock production systems is
a challenge for GHG emissions reporting
and an opportunity for mitigation
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
The sector could cut down its emissions by 30%
with already available technologiesand practices
while maintaining or improving production
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
Source: GLEAM
Feed digestibility for dairy cattle
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
Methane conversion factor for dairy cattle
Source: GLEAM
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
• Calculate emissions from livestock supply chains at national, regional, global levels and
by species and type of production systems
• Ex-ante assessment of technical interventions in the livestock sector (e.g. vaccination
campaigns, feed quality improvements etc.)
• Support the design of Nationally Appropriate Mitigation Actions (e.g. productivity
gains in dairy production in Kenya)
• Support the formulation of investment proposals for CSA (e.g. Ecuador, Niger, Zambia,
Malawi, with GCF formulation)
• Cost-benefit assessment of mitigation options: Mitigation Abatements Cost Curves
(spatially explicit)
GLEAM - Applications
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM-i (interactive)
• Publicly available, user-friendly tool for
calculating emissions using IPCC Tier 2
methods in a single Excel file
• Designed to support governments,
project planners and civil society
organizations
• Can be used in the preparation of
national inventories and in ex-ante
evaluation of projects with interventions
in livestock
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
GLEAM –i Webinar – 31 May 2016
2nd December - FAO HQ (Rome)
Demo
GLEAM –i Webinar – 31 May 2016

More Related Content

What's hot

Climate Smart Livestock Production, by Dr Adil Rasool Paray
Climate Smart Livestock Production, by Dr Adil Rasool ParayClimate Smart Livestock Production, by Dr Adil Rasool Paray
Climate Smart Livestock Production, by Dr Adil Rasool ParayAdil Rasool Paray
 
Sustainable agriculture, food security and climate change
Sustainable agriculture, food security and climate changeSustainable agriculture, food security and climate change
Sustainable agriculture, food security and climate changeFAO
 
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...DAIReXNET
 
Climate resilient and environmentally sound agriculture - Module 5
Climate resilient and environmentally sound agriculture - Module 5Climate resilient and environmentally sound agriculture - Module 5
Climate resilient and environmentally sound agriculture - Module 5FAO
 
Overview to feeds and feeding systems
Overview to feeds and feeding systems Overview to feeds and feeding systems
Overview to feeds and feeding systems ILRI
 
Livestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceLivestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceILRI
 
Animal Agriculture's Contribution to Greenhouse Gas Emissions
Animal Agriculture's Contribution to Greenhouse Gas EmissionsAnimal Agriculture's Contribution to Greenhouse Gas Emissions
Animal Agriculture's Contribution to Greenhouse Gas EmissionsLPE Learning Center
 
Composting 101 - Cultivate 2016
Composting 101 - Cultivate 2016Composting 101 - Cultivate 2016
Composting 101 - Cultivate 2016Dan Abend
 
Agroecology – a knowledge system for synergy?
Agroecology – a knowledge system for synergy?Agroecology – a knowledge system for synergy?
Agroecology – a knowledge system for synergy?FAO
 
Background concepts of landscape and territory agronomy
Background concepts of landscape and territory agronomyBackground concepts of landscape and territory agronomy
Background concepts of landscape and territory agronomyDavide Rizzo
 
The economics of sustainability
The economics of sustainabilityThe economics of sustainability
The economics of sustainabilityMichael Audu
 
Climate-Smart Agriculture: Climate change, agriculture and food security
Climate-Smart Agriculture: Climate change, agriculture and food securityClimate-Smart Agriculture: Climate change, agriculture and food security
Climate-Smart Agriculture: Climate change, agriculture and food securityFAO
 
The Agroecology landscape
The Agroecology landscapeThe Agroecology landscape
The Agroecology landscapeFAO
 
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...Francois Stepman
 
Agroecology: Principles and Practices
Agroecology: Principles and PracticesAgroecology: Principles and Practices
Agroecology: Principles and PracticesQiqo Simbol
 
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...ifpri_dhaka
 
Farming system approach for food security and rural
Farming system approach for food security and ruralFarming system approach for food security and rural
Farming system approach for food security and ruralvikram958
 

What's hot (20)

Climate Smart Livestock Production, by Dr Adil Rasool Paray
Climate Smart Livestock Production, by Dr Adil Rasool ParayClimate Smart Livestock Production, by Dr Adil Rasool Paray
Climate Smart Livestock Production, by Dr Adil Rasool Paray
 
Climate Change and Food Systems: Transformation for Adaptation, Mitigation, a...
Climate Change and Food Systems: Transformation for Adaptation, Mitigation, a...Climate Change and Food Systems: Transformation for Adaptation, Mitigation, a...
Climate Change and Food Systems: Transformation for Adaptation, Mitigation, a...
 
Sustainable agriculture, food security and climate change
Sustainable agriculture, food security and climate changeSustainable agriculture, food security and climate change
Sustainable agriculture, food security and climate change
 
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...
Impact on Air Quality and Climate Change: Where the Dairy Industry Stands- Fr...
 
Climate resilient and environmentally sound agriculture - Module 5
Climate resilient and environmentally sound agriculture - Module 5Climate resilient and environmentally sound agriculture - Module 5
Climate resilient and environmentally sound agriculture - Module 5
 
Overview to feeds and feeding systems
Overview to feeds and feeding systems Overview to feeds and feeding systems
Overview to feeds and feeding systems
 
Livestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceLivestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resource
 
Technologies to Improve Livestock Productivity in Drylands, Dr. Barbara Risch...
Technologies to Improve Livestock Productivity in Drylands, Dr. Barbara Risch...Technologies to Improve Livestock Productivity in Drylands, Dr. Barbara Risch...
Technologies to Improve Livestock Productivity in Drylands, Dr. Barbara Risch...
 
Animal Agriculture's Contribution to Greenhouse Gas Emissions
Animal Agriculture's Contribution to Greenhouse Gas EmissionsAnimal Agriculture's Contribution to Greenhouse Gas Emissions
Animal Agriculture's Contribution to Greenhouse Gas Emissions
 
Composting 101 - Cultivate 2016
Composting 101 - Cultivate 2016Composting 101 - Cultivate 2016
Composting 101 - Cultivate 2016
 
Agroecology – a knowledge system for synergy?
Agroecology – a knowledge system for synergy?Agroecology – a knowledge system for synergy?
Agroecology – a knowledge system for synergy?
 
Background concepts of landscape and territory agronomy
Background concepts of landscape and territory agronomyBackground concepts of landscape and territory agronomy
Background concepts of landscape and territory agronomy
 
The economics of sustainability
The economics of sustainabilityThe economics of sustainability
The economics of sustainability
 
Climate-Smart Agriculture: Climate change, agriculture and food security
Climate-Smart Agriculture: Climate change, agriculture and food securityClimate-Smart Agriculture: Climate change, agriculture and food security
Climate-Smart Agriculture: Climate change, agriculture and food security
 
Climate smart agriculture
Climate smart agricultureClimate smart agriculture
Climate smart agriculture
 
The Agroecology landscape
The Agroecology landscapeThe Agroecology landscape
The Agroecology landscape
 
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...
Using agroecology to measure sustainability in agriculture TAPE – the Tool fo...
 
Agroecology: Principles and Practices
Agroecology: Principles and PracticesAgroecology: Principles and Practices
Agroecology: Principles and Practices
 
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...
Women’s Empowerment in Agriculture: What Role for Food and Nutrition Security...
 
Farming system approach for food security and rural
Farming system approach for food security and ruralFarming system approach for food security and rural
Farming system approach for food security and rural
 

Viewers also liked

MOSAICC 2013 for website
MOSAICC 2013 for websiteMOSAICC 2013 for website
MOSAICC 2013 for websiteMOSAICC
 
Energy as Motor of Seawater Reverse Osmosis Desalination Development
Energy as Motor of Seawater Reverse Osmosis Desalination DevelopmentEnergy as Motor of Seawater Reverse Osmosis Desalination Development
Energy as Motor of Seawater Reverse Osmosis Desalination DevelopmentDegrémont
 
Improving food security in sub-Saharan Africa by reducing food losses and imp...
Improving food security in sub-Saharan Africa by reducing food losses and imp...Improving food security in sub-Saharan Africa by reducing food losses and imp...
Improving food security in sub-Saharan Africa by reducing food losses and imp...FAO
 
Reducing FLW in Europe and Central Asia for improved food security and agri-f...
Reducing FLW in Europe and Central Asia for improved food security and agri-f...Reducing FLW in Europe and Central Asia for improved food security and agri-f...
Reducing FLW in Europe and Central Asia for improved food security and agri-f...FAO
 
Improving food security in the Near East and North Africa by reducing food lo...
Improving food security in the Near East and North Africa by reducing food lo...Improving food security in the Near East and North Africa by reducing food lo...
Improving food security in the Near East and North Africa by reducing food lo...FAO
 
Improving food security in Latin America and the Caribbean by reducing food ...
Improving  food security in Latin America and the Caribbean by reducing food ...Improving  food security in Latin America and the Caribbean by reducing food ...
Improving food security in Latin America and the Caribbean by reducing food ...FAO
 
Recovery and redistribution
Recovery and redistributionRecovery and redistribution
Recovery and redistributionFAO
 
Food is life – SAVE FOOD
Food is life – SAVE FOODFood is life – SAVE FOOD
Food is life – SAVE FOODFAO
 
Food losses in food value chains – analysing causes and identifying solutions
Food losses in food value chains – analysing causes and identifying solutionsFood losses in food value chains – analysing causes and identifying solutions
Food losses in food value chains – analysing causes and identifying solutionsFAO
 
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...FAO
 
Food loss and waste reduction in support of sustainable food systems
Food loss and waste reduction in support of sustainable food systemsFood loss and waste reduction in support of sustainable food systems
Food loss and waste reduction in support of sustainable food systemsFAO
 
Support to post-harvest fisheries technology
Support to post-harvest fisheries technologySupport to post-harvest fisheries technology
Support to post-harvest fisheries technologyFAO
 

Viewers also liked (12)

MOSAICC 2013 for website
MOSAICC 2013 for websiteMOSAICC 2013 for website
MOSAICC 2013 for website
 
Energy as Motor of Seawater Reverse Osmosis Desalination Development
Energy as Motor of Seawater Reverse Osmosis Desalination DevelopmentEnergy as Motor of Seawater Reverse Osmosis Desalination Development
Energy as Motor of Seawater Reverse Osmosis Desalination Development
 
Improving food security in sub-Saharan Africa by reducing food losses and imp...
Improving food security in sub-Saharan Africa by reducing food losses and imp...Improving food security in sub-Saharan Africa by reducing food losses and imp...
Improving food security in sub-Saharan Africa by reducing food losses and imp...
 
Reducing FLW in Europe and Central Asia for improved food security and agri-f...
Reducing FLW in Europe and Central Asia for improved food security and agri-f...Reducing FLW in Europe and Central Asia for improved food security and agri-f...
Reducing FLW in Europe and Central Asia for improved food security and agri-f...
 
Improving food security in the Near East and North Africa by reducing food lo...
Improving food security in the Near East and North Africa by reducing food lo...Improving food security in the Near East and North Africa by reducing food lo...
Improving food security in the Near East and North Africa by reducing food lo...
 
Improving food security in Latin America and the Caribbean by reducing food ...
Improving  food security in Latin America and the Caribbean by reducing food ...Improving  food security in Latin America and the Caribbean by reducing food ...
Improving food security in Latin America and the Caribbean by reducing food ...
 
Recovery and redistribution
Recovery and redistributionRecovery and redistribution
Recovery and redistribution
 
Food is life – SAVE FOOD
Food is life – SAVE FOODFood is life – SAVE FOOD
Food is life – SAVE FOOD
 
Food losses in food value chains – analysing causes and identifying solutions
Food losses in food value chains – analysing causes and identifying solutionsFood losses in food value chains – analysing causes and identifying solutions
Food losses in food value chains – analysing causes and identifying solutions
 
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...
Reducing Food Losses and Waste in Asian Countries for Improved Food Security ...
 
Food loss and waste reduction in support of sustainable food systems
Food loss and waste reduction in support of sustainable food systemsFood loss and waste reduction in support of sustainable food systems
Food loss and waste reduction in support of sustainable food systems
 
Support to post-harvest fisheries technology
Support to post-harvest fisheries technologySupport to post-harvest fisheries technology
Support to post-harvest fisheries technology
 

Similar to GLEAM-i, an interactive tool to assess GHG emissions in the livestock sector

Livestock & greenhouse gas emission [autosaved]
Livestock & greenhouse gas emission [autosaved]Livestock & greenhouse gas emission [autosaved]
Livestock & greenhouse gas emission [autosaved]Sathya Sujani
 
Impact of Cow Milk Production from Latin America on Greenhouse Gas Emissions
Impact of Cow Milk Production from Latin America on Greenhouse Gas EmissionsImpact of Cow Milk Production from Latin America on Greenhouse Gas Emissions
Impact of Cow Milk Production from Latin America on Greenhouse Gas EmissionsQUESTJOURNAL
 
Life cycle assessment (LCA) of Dairy and beef cattles
Life cycle assessment (LCA) of Dairy and beef cattles Life cycle assessment (LCA) of Dairy and beef cattles
Life cycle assessment (LCA) of Dairy and beef cattles Mohmed Sarhan
 
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...FAO
 
Improving estimates of GHG emission factors from livestock production systems...
Improving estimates of GHG emission factors from livestock production systems...Improving estimates of GHG emission factors from livestock production systems...
Improving estimates of GHG emission factors from livestock production systems...ILRI
 
CSA Symposium 2016 - Anne Mottet Day 1 Session 2
CSA Symposium 2016 - Anne Mottet Day 1 Session 2CSA Symposium 2016 - Anne Mottet Day 1 Session 2
CSA Symposium 2016 - Anne Mottet Day 1 Session 2ACDI/VOCA
 
Integration with livestock
Integration with livestockIntegration with livestock
Integration with livestockFAO
 
Activities of the Intergovernmental Panel on Climate Change (IPCC)
Activities of the Intergovernmental Panel on Climate Change (IPCC) Activities of the Intergovernmental Panel on Climate Change (IPCC)
Activities of the Intergovernmental Panel on Climate Change (IPCC) FAO
 
Food supply chain waste
Food supply chain wasteFood supply chain waste
Food supply chain wasteKhoirul Anam
 
Livestock and greenhouse gas emissions: Mitigation options and trade-offs
Livestock and greenhouse gas emissions: Mitigation options and trade-offsLivestock and greenhouse gas emissions: Mitigation options and trade-offs
Livestock and greenhouse gas emissions: Mitigation options and trade-offsILRI
 
Herramienta EX-ACT
Herramienta EX-ACTHerramienta EX-ACT
Herramienta EX-ACTFAO
 
Sarhan.poster.ow.2013.nl
Sarhan.poster.ow.2013.nlSarhan.poster.ow.2013.nl
Sarhan.poster.ow.2013.nlMohamed Sarhan
 

Similar to GLEAM-i, an interactive tool to assess GHG emissions in the livestock sector (20)

Livestock & greenhouse gas emission [autosaved]
Livestock & greenhouse gas emission [autosaved]Livestock & greenhouse gas emission [autosaved]
Livestock & greenhouse gas emission [autosaved]
 
COP 22 side event: Low-carbon development of the beef cattle sector in Uruguay
COP 22 side event: Low-carbon development of the beef cattle sector in UruguayCOP 22 side event: Low-carbon development of the beef cattle sector in Uruguay
COP 22 side event: Low-carbon development of the beef cattle sector in Uruguay
 
Impact of Cow Milk Production from Latin America on Greenhouse Gas Emissions
Impact of Cow Milk Production from Latin America on Greenhouse Gas EmissionsImpact of Cow Milk Production from Latin America on Greenhouse Gas Emissions
Impact of Cow Milk Production from Latin America on Greenhouse Gas Emissions
 
Life cycle assessment (LCA) of Dairy and beef cattles
Life cycle assessment (LCA) of Dairy and beef cattles Life cycle assessment (LCA) of Dairy and beef cattles
Life cycle assessment (LCA) of Dairy and beef cattles
 
Tier II MRV of livestock emissions in China: Developing guidance for implemen...
Tier II MRV of livestock emissions in China: Developing guidance for implemen...Tier II MRV of livestock emissions in China: Developing guidance for implemen...
Tier II MRV of livestock emissions in China: Developing guidance for implemen...
 
Overview of CGIAR Climate Change, Agriculture and Food Security Research Prog...
Overview of CGIAR Climate Change, Agriculture and Food Security Research Prog...Overview of CGIAR Climate Change, Agriculture and Food Security Research Prog...
Overview of CGIAR Climate Change, Agriculture and Food Security Research Prog...
 
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...
FAO Tools to Support the Measuring, Reporting and Verification of Nationally ...
 
Opio Global livestock enviro assess model GLEAM Nov 12 2014
Opio Global livestock enviro assess model GLEAM Nov 12 2014Opio Global livestock enviro assess model GLEAM Nov 12 2014
Opio Global livestock enviro assess model GLEAM Nov 12 2014
 
Improving estimates of GHG emission factors from livestock production systems...
Improving estimates of GHG emission factors from livestock production systems...Improving estimates of GHG emission factors from livestock production systems...
Improving estimates of GHG emission factors from livestock production systems...
 
Day 3.2 livestock impact livestock gf_rome (2)
Day 3.2 livestock impact livestock gf_rome (2)Day 3.2 livestock impact livestock gf_rome (2)
Day 3.2 livestock impact livestock gf_rome (2)
 
CSA Symposium 2016 - Anne Mottet Day 1 Session 2
CSA Symposium 2016 - Anne Mottet Day 1 Session 2CSA Symposium 2016 - Anne Mottet Day 1 Session 2
CSA Symposium 2016 - Anne Mottet Day 1 Session 2
 
COP 22 Livestock MRV side event presentation Nov 7 2016
COP 22 Livestock MRV side event presentation Nov 7 2016COP 22 Livestock MRV side event presentation Nov 7 2016
COP 22 Livestock MRV side event presentation Nov 7 2016
 
Aurelio Sebastia
Aurelio SebastiaAurelio Sebastia
Aurelio Sebastia
 
Integration with livestock
Integration with livestockIntegration with livestock
Integration with livestock
 
Activities of the Intergovernmental Panel on Climate Change (IPCC)
Activities of the Intergovernmental Panel on Climate Change (IPCC) Activities of the Intergovernmental Panel on Climate Change (IPCC)
Activities of the Intergovernmental Panel on Climate Change (IPCC)
 
Food supply chain waste
Food supply chain wasteFood supply chain waste
Food supply chain waste
 
Livestock and greenhouse gas emissions: Mitigation options and trade-offs
Livestock and greenhouse gas emissions: Mitigation options and trade-offsLivestock and greenhouse gas emissions: Mitigation options and trade-offs
Livestock and greenhouse gas emissions: Mitigation options and trade-offs
 
Herramiento Ex-ACT
Herramiento Ex-ACTHerramiento Ex-ACT
Herramiento Ex-ACT
 
Herramienta EX-ACT
Herramienta EX-ACTHerramienta EX-ACT
Herramienta EX-ACT
 
Sarhan.poster.ow.2013.nl
Sarhan.poster.ow.2013.nlSarhan.poster.ow.2013.nl
Sarhan.poster.ow.2013.nl
 

More from FAO

Nigeria
NigeriaNigeria
NigeriaFAO
 
Niger
NigerNiger
NigerFAO
 
Namibia
NamibiaNamibia
NamibiaFAO
 
Mozambique
MozambiqueMozambique
MozambiqueFAO
 
Zimbabwe takesure
Zimbabwe takesureZimbabwe takesure
Zimbabwe takesureFAO
 
Zimbabwe
ZimbabweZimbabwe
ZimbabweFAO
 
Zambia
ZambiaZambia
ZambiaFAO
 
Togo
TogoTogo
TogoFAO
 
Tanzania
TanzaniaTanzania
TanzaniaFAO
 
Spal presentation
Spal presentationSpal presentation
Spal presentationFAO
 
Rwanda
RwandaRwanda
RwandaFAO
 
Nigeria uponi
Nigeria uponiNigeria uponi
Nigeria uponiFAO
 
The multi-faced role of soil in the NENA regions (part 2)
The multi-faced role of soil in the NENA regions (part 2)The multi-faced role of soil in the NENA regions (part 2)
The multi-faced role of soil in the NENA regions (part 2)FAO
 
The multi-faced role of soil in the NENA regions (part 1)
The multi-faced role of soil in the NENA regions (part 1)The multi-faced role of soil in the NENA regions (part 1)
The multi-faced role of soil in the NENA regions (part 1)FAO
 
Agenda of the launch of the soil policy brief at the Land&Water Days
Agenda of the launch of the soil policy brief at the Land&Water DaysAgenda of the launch of the soil policy brief at the Land&Water Days
Agenda of the launch of the soil policy brief at the Land&Water DaysFAO
 
Agenda of the 5th NENA Soil Partnership meeting
Agenda of the 5th NENA Soil Partnership meetingAgenda of the 5th NENA Soil Partnership meeting
Agenda of the 5th NENA Soil Partnership meetingFAO
 
The Voluntary Guidelines for Sustainable Soil Management
The Voluntary Guidelines for Sustainable Soil ManagementThe Voluntary Guidelines for Sustainable Soil Management
The Voluntary Guidelines for Sustainable Soil ManagementFAO
 
GLOSOLAN - Mission, status and way forward
GLOSOLAN - Mission, status and way forwardGLOSOLAN - Mission, status and way forward
GLOSOLAN - Mission, status and way forwardFAO
 
Towards a Global Soil Information System (GLOSIS)
Towards a Global Soil Information System (GLOSIS)Towards a Global Soil Information System (GLOSIS)
Towards a Global Soil Information System (GLOSIS)FAO
 
GSP developments of regional interest in 2019
GSP developments of regional interest in 2019GSP developments of regional interest in 2019
GSP developments of regional interest in 2019FAO
 

More from FAO (20)

Nigeria
NigeriaNigeria
Nigeria
 
Niger
NigerNiger
Niger
 
Namibia
NamibiaNamibia
Namibia
 
Mozambique
MozambiqueMozambique
Mozambique
 
Zimbabwe takesure
Zimbabwe takesureZimbabwe takesure
Zimbabwe takesure
 
Zimbabwe
ZimbabweZimbabwe
Zimbabwe
 
Zambia
ZambiaZambia
Zambia
 
Togo
TogoTogo
Togo
 
Tanzania
TanzaniaTanzania
Tanzania
 
Spal presentation
Spal presentationSpal presentation
Spal presentation
 
Rwanda
RwandaRwanda
Rwanda
 
Nigeria uponi
Nigeria uponiNigeria uponi
Nigeria uponi
 
The multi-faced role of soil in the NENA regions (part 2)
The multi-faced role of soil in the NENA regions (part 2)The multi-faced role of soil in the NENA regions (part 2)
The multi-faced role of soil in the NENA regions (part 2)
 
The multi-faced role of soil in the NENA regions (part 1)
The multi-faced role of soil in the NENA regions (part 1)The multi-faced role of soil in the NENA regions (part 1)
The multi-faced role of soil in the NENA regions (part 1)
 
Agenda of the launch of the soil policy brief at the Land&Water Days
Agenda of the launch of the soil policy brief at the Land&Water DaysAgenda of the launch of the soil policy brief at the Land&Water Days
Agenda of the launch of the soil policy brief at the Land&Water Days
 
Agenda of the 5th NENA Soil Partnership meeting
Agenda of the 5th NENA Soil Partnership meetingAgenda of the 5th NENA Soil Partnership meeting
Agenda of the 5th NENA Soil Partnership meeting
 
The Voluntary Guidelines for Sustainable Soil Management
The Voluntary Guidelines for Sustainable Soil ManagementThe Voluntary Guidelines for Sustainable Soil Management
The Voluntary Guidelines for Sustainable Soil Management
 
GLOSOLAN - Mission, status and way forward
GLOSOLAN - Mission, status and way forwardGLOSOLAN - Mission, status and way forward
GLOSOLAN - Mission, status and way forward
 
Towards a Global Soil Information System (GLOSIS)
Towards a Global Soil Information System (GLOSIS)Towards a Global Soil Information System (GLOSIS)
Towards a Global Soil Information System (GLOSIS)
 
GSP developments of regional interest in 2019
GSP developments of regional interest in 2019GSP developments of regional interest in 2019
GSP developments of regional interest in 2019
 

Recently uploaded

mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAssociation for Project Management
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room servicediscovermytutordmt
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 

Recently uploaded (20)

mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across Sectors
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 

GLEAM-i, an interactive tool to assess GHG emissions in the livestock sector

  • 1. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 GLEAM-i An interactive tool to assess GHG emissions and mitigation potential in the livestock sector 2nd December - FAO HQ (Rome) Anne Mottet Livestock Policy Officer Rubén Martínez Livestock analyst GLEAM –i Webinar – 31 May 2016 http://www.fao.org/gleam
  • 2. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 AGA provides support to countries for developing sustainable livestock policies Produce disaggregated assessments Carry out economic analyses Engage in multi-stakeholder initiatives on methods and practice change Pierre Gerber, Henning Steinfeld, Benjamin Henderson, Carolyn Opio, Anne Mottet, Tim Robinson, Alessandra Falcucci, Giuseppe Tempio, Rubén Martinez, Michael MacLeod (SRUC), Theun Vellinga (WUR)… GLEAM –i Webinar – 31 May 2016
  • 3. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 Countries report about GHG emissions 3 Manure management 0.34 Gt Enteric fermentation 1.95 Gt IPCC, 2014
  • 4. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) GLEAM - Global Livestock Environment Assessment Model A GIS tool initially developed to improve the understanding of GHG emissions in livestock supply chains, extended to natural resource use efficiency: feed, land use, nitrogen… • Life Cycle Assessment modelling, all steps of production, all major sources of emissions • Computes livestock production and IPCC Tier 2 emissions at local level (cells on a map) • Can generate averages and ranges at different scales • Allows for scenario analysis and assessment of mitigation options • Developed at FAO, in collaboration with other partners GLEAM –i Webinar – 31 May 2016
  • 5. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 • IPCC (2006) Tier 2 requires the animal population to be categorized into distinct cohorts (types, weights, phase of production…) But data on animal herd structure generally not available  GLEAM herd module : 6 cohorts Key production parameters: mortality, fertility, growth and replacement rates, age or weight at which animals transfer between categories (e.g. age at first parturition); duration of key periods (e.g. gestation), and the ratio of breeding females to males.
  • 6. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 • Calculation of animal energy requirement for each cohort (system module) IPCC (2006) Tier 2 (Equations 10.3 to 10.13) Gross energy requirement = maintenance + lactation and pregnancy + animal activity + weight gain and production. IPCC (2006) does not include equations for calculating the energy requirement of pigs or poultry Equations derived from NRC (1998) for pigs, Sakomura (2004) for chickens • Calculation of feed intake, total feed emissions and land use Feed intake of each animal category (in kg DM/day) animal’s energy requirement / average energy content of the ration (feed module)  GLEAM feed module
  • 7. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 • Calculation of CH4 emissions arising enteric fermentation (Tier 2) IPCC (2006) provides default enteric methane conversion factor, Ym (% of gross energy converted to methane) GLEAM has specific Ym to reflect the wide-ranging diet quality and feeding characteristics globally: 𝑌 𝑚 𝐶𝑎𝑡𝑡𝑙𝑒 = 9.75 − 0.05 ∙ 𝐷𝐸 𝑌 𝑚 𝑚𝑎𝑡𝑢𝑟𝑒 𝑠ℎ𝑒𝑒𝑝 = 9.75 − 0.05 ∙ 𝐷𝐸 𝑌 𝑚 𝑙𝑎𝑚𝑏<1 𝑦𝑒𝑎𝑟 = 7.75 − 0.05 ∙ 𝐷𝐸 where DE = feed digestibility of the ration CH4 emission factor: 𝐸𝐹𝐶𝐻4 = 365 ∙ 𝐺𝐸 ∙ 𝑌 𝑚 100 55.65
  • 8. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 • CH4 emissions arising during manure management (Tier 2) Volatile solids excretion rates: Equation 10.24 IPCC (2006) Proportion of the volatile solids converted to CH4 during manure management: Equation 10.23 IPCC (2006) CH4 conversion factor: IPCC (2006, Table 10A-7) Proportion of manure managed in each system: official statistics (such as the Annex 1 countries’ National Inventory Reports to the UNFCC), other literature sources and expert judgement. IPCC systems challenging. • N2O emissions arising during manure management (Tier 2) N excretion : Equation 10.31 IPCC (2006) as the difference between intake and retention. N-intake depends on the feed dry matter intake and the N content per kg of feed. Rate of conversion of excreted N to N2O: IPCC (2006) default emission factors for direct N2O (Table 10.21, IPCC 2006) and indirect via volatilization (Table 10.22, IPCC 2006) + variable leaching rates, depending on the AEZ
  • 9. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 FAO, 2013 EGG EGGS Diversity in livestock production systems is a challenge for GHG emissions reporting and an opportunity for mitigation
  • 10. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) The sector could cut down its emissions by 30% with already available technologiesand practices while maintaining or improving production GLEAM –i Webinar – 31 May 2016
  • 11. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 Source: GLEAM Feed digestibility for dairy cattle GLEAM –i Webinar – 31 May 2016
  • 12. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) Methane conversion factor for dairy cattle Source: GLEAM GLEAM –i Webinar – 31 May 2016
  • 13. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) • Calculate emissions from livestock supply chains at national, regional, global levels and by species and type of production systems • Ex-ante assessment of technical interventions in the livestock sector (e.g. vaccination campaigns, feed quality improvements etc.) • Support the design of Nationally Appropriate Mitigation Actions (e.g. productivity gains in dairy production in Kenya) • Support the formulation of investment proposals for CSA (e.g. Ecuador, Niger, Zambia, Malawi, with GCF formulation) • Cost-benefit assessment of mitigation options: Mitigation Abatements Cost Curves (spatially explicit) GLEAM - Applications GLEAM –i Webinar – 31 May 2016
  • 14. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) GLEAM-i (interactive) • Publicly available, user-friendly tool for calculating emissions using IPCC Tier 2 methods in a single Excel file • Designed to support governments, project planners and civil society organizations • Can be used in the preparation of national inventories and in ex-ante evaluation of projects with interventions in livestock GLEAM –i Webinar – 31 May 2016
  • 15. 2nd December - FAO HQ (Rome) GLEAM –i Webinar – 31 May 2016 2nd December - FAO HQ (Rome) Demo GLEAM –i Webinar – 31 May 2016