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Objectives
• Improve chances that biofortified products will
have positive impacts on micronutrient
deficient populations in Latin America
• identify where and how biofortified products
can move through production and
consumption chains that reach micronutrient
deficient populations, and to bring this
analysis to researchers and beneficiaries
• Food production
• Food consumption
• Targeting priority areas
• Determining where to site trials
• Influences of food preferences
• Implications of trade
• Implications of past adoption
• Optimizing use of available data
Ongoing work
Where are
crops
produced?
Cassava Maize
Sw PotRiceBeans
Consumption,
implications
- assumes 66 ppm for beans
- shows the consumption pattern
- can we estimate the total MN buget?
- for AgroSalud household surveys
for Brazil, Guatemala, Honduras
Nicaragua and Peru
Targeting for AgroSalud
• Cartographic modeling
• Using production, population & health
• Creating indices (scale data 0- 1; cube root for
production; multiplicative index of 3 factors;
filter data to derive homogenous areas).
Targeting
beansPopulation
Bean
Production
Stunting
x
x
=
Target
To identify trial sites
similar to priority
target sites based on
climate
Homologue
Maize color
preferencesMaize color
preferences
Beans,
imports
Imports, Costa Rica
Argentina 18,473
Nicaragua 3,505
Honduras 2,993
Guatemala 2,741
Canada 771
US 567
Colombia 139
Panama 12
China 5
Imports, Venzuela
Argentina 75,242
China 13,522
Canada 9,409
Chile 7,961
US 3,545
Peru 1,402
Colombia 925
Belize 471
Burkina Faso 109
Belgium 91
Netherlands 42
Panama 42
Ecuador 40
Malawi 21
Adoption (MVs % area, SPIA, 2000)
Rice Maize Cassava Beans
Under-
weight %
Stunted
%
Argentina 0 90 0 79 5 12
Bolivia 0 0 0 84 8 27
Brazil 30 70 3 52 4 6
Chile 0 40 0 0 1 2
Colombia 87 0 0 11 7 14
Costa Rica 0 40 0 86 5 4
Cuba 99 0 0 0
Dominican Rp 81 0 51 0 5 13
Ecuador 59 0 5 21 14 13
El Salvador 0 0 0 27 12 13
Guatemala 0 0 0 40 24 46
Haiti 0 0 71 0 17 23
Honduras 0 0 0 45 17 39
Jamaica 0 0 0 0 4 4
Mexico 0 50 5 0 8 18
Nicaragua 0 0 0 30 12 25
Panama 0 0 0 42 6 18
Paraguay 0 40 0 0 4 14
Peru 0 40 0 17 7 25
Uruguay 0 0 0 0 4 10
Venezuela 0 40 0 0 4 13
Information
categories for
browsing
Update list and
RSS capacity
Search
AgroSalud
and other data
catalogs
http://gisweb.ciat.cgiar.org:8080/agrosalud/
Standardized documentation tool
Catálogo AgroSalud
Registered users
with capacity to set
restrictions on
access to metadata
Atlas AgroSalud - ArcReader
Poverty Indicators
Health Indicators
Crop Distribution
Agroecology
Farming systems
Consumption data
Demo: participatory
geographic targeting

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Improving Micronutrient Deficiencies in Latin America through Biofortified Crops

  • 1. Objectives • Improve chances that biofortified products will have positive impacts on micronutrient deficient populations in Latin America • identify where and how biofortified products can move through production and consumption chains that reach micronutrient deficient populations, and to bring this analysis to researchers and beneficiaries
  • 2. • Food production • Food consumption • Targeting priority areas • Determining where to site trials • Influences of food preferences • Implications of trade • Implications of past adoption • Optimizing use of available data Ongoing work
  • 4. Consumption, implications - assumes 66 ppm for beans - shows the consumption pattern - can we estimate the total MN buget? - for AgroSalud household surveys for Brazil, Guatemala, Honduras Nicaragua and Peru
  • 5. Targeting for AgroSalud • Cartographic modeling • Using production, population & health • Creating indices (scale data 0- 1; cube root for production; multiplicative index of 3 factors; filter data to derive homogenous areas).
  • 7. To identify trial sites similar to priority target sites based on climate Homologue
  • 9. Beans, imports Imports, Costa Rica Argentina 18,473 Nicaragua 3,505 Honduras 2,993 Guatemala 2,741 Canada 771 US 567 Colombia 139 Panama 12 China 5 Imports, Venzuela Argentina 75,242 China 13,522 Canada 9,409 Chile 7,961 US 3,545 Peru 1,402 Colombia 925 Belize 471 Burkina Faso 109 Belgium 91 Netherlands 42 Panama 42 Ecuador 40 Malawi 21
  • 10. Adoption (MVs % area, SPIA, 2000) Rice Maize Cassava Beans Under- weight % Stunted % Argentina 0 90 0 79 5 12 Bolivia 0 0 0 84 8 27 Brazil 30 70 3 52 4 6 Chile 0 40 0 0 1 2 Colombia 87 0 0 11 7 14 Costa Rica 0 40 0 86 5 4 Cuba 99 0 0 0 Dominican Rp 81 0 51 0 5 13 Ecuador 59 0 5 21 14 13 El Salvador 0 0 0 27 12 13 Guatemala 0 0 0 40 24 46 Haiti 0 0 71 0 17 23 Honduras 0 0 0 45 17 39 Jamaica 0 0 0 0 4 4 Mexico 0 50 5 0 8 18 Nicaragua 0 0 0 30 12 25 Panama 0 0 0 42 6 18 Paraguay 0 40 0 0 4 14 Peru 0 40 0 17 7 25 Uruguay 0 0 0 0 4 10 Venezuela 0 40 0 0 4 13
  • 11. Information categories for browsing Update list and RSS capacity Search AgroSalud and other data catalogs http://gisweb.ciat.cgiar.org:8080/agrosalud/ Standardized documentation tool Catálogo AgroSalud Registered users with capacity to set restrictions on access to metadata
  • 12. Atlas AgroSalud - ArcReader Poverty Indicators Health Indicators Crop Distribution Agroecology Farming systems Consumption data