Arab spatial better information for better lives 10-17-2014
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Arab Spatial Development and Food Security Information Tool Better information for better lives CFS Meeting in Rome, October, 17, 2014 Perrihan Al-Riffai and Clemens Breisinger
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The Arab Spatial knowledge platform made up of an online Atlas and an Arab Food Security Blog has the following objectives: 1. Improving access to quality information on the Arab World 2. Learning from monitoring and evaluation 3. Supporting decision and policy making through a mix of information and analytical tools.
Transcript of Arab spatial better information for better lives 10-17-2014
Arab Spatial Development and Food Security
Information Tool
Better information for better lives
CFS Meeting in Rome October 17 2014
Perrihan Al-Riffai and Clemens Breisinger
bull Launched in January 2013
bull Since then presentations in 10+ countries including Egypt
Lebanon Yemen Iraq Saudi Arabia Palestine Qatar USA UK
Germany Italy Brazil Ethiopiahellip
bull More than 13000 page views from 113 countries
bull Rationale for developing Arab Spatial
ndash Arab region is the most under-researched region in the world
ndash Access to data is difficult
ndash Scope for improving evidence-based decision making and
monitoring and evaluation of projects
bull To address these issues IFAD and CGIAR-PIM financed the
development of Arab Spatial
bull In 2014 development of several country-specific tools including for
Yemen Iraq and Palestine
A brief history of Arab Spatial
Objectives
bull Improve access to quality information ndash on food security and related development data
ndash interactive mapping experience and analytical tools
bull Learn from monitoring and evaluation
ndash development progress
ndash policies and projects
bull Support decision and policy making ndash for policy makers analysts media and the public
ndash through a mix of information and analytical tools
bull ATLAS (online) for mapping and charting
ndash Monitoring and evaluation
ndash Tracking changes in development and food security outcomes
bull BLOG
ndash Sharing evidence-based analysis and recommendations to enliven and enrich the debate on food security in the Arab Region
ndash Contribute to the implementation of solutions on the ground and to their evaluation
Arab Spatial
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
bull Launched in January 2013
bull Since then presentations in 10+ countries including Egypt
Lebanon Yemen Iraq Saudi Arabia Palestine Qatar USA UK
Germany Italy Brazil Ethiopiahellip
bull More than 13000 page views from 113 countries
bull Rationale for developing Arab Spatial
ndash Arab region is the most under-researched region in the world
ndash Access to data is difficult
ndash Scope for improving evidence-based decision making and
monitoring and evaluation of projects
bull To address these issues IFAD and CGIAR-PIM financed the
development of Arab Spatial
bull In 2014 development of several country-specific tools including for
Yemen Iraq and Palestine
A brief history of Arab Spatial
Objectives
bull Improve access to quality information ndash on food security and related development data
ndash interactive mapping experience and analytical tools
bull Learn from monitoring and evaluation
ndash development progress
ndash policies and projects
bull Support decision and policy making ndash for policy makers analysts media and the public
ndash through a mix of information and analytical tools
bull ATLAS (online) for mapping and charting
ndash Monitoring and evaluation
ndash Tracking changes in development and food security outcomes
bull BLOG
ndash Sharing evidence-based analysis and recommendations to enliven and enrich the debate on food security in the Arab Region
ndash Contribute to the implementation of solutions on the ground and to their evaluation
Arab Spatial
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Objectives
bull Improve access to quality information ndash on food security and related development data
ndash interactive mapping experience and analytical tools
bull Learn from monitoring and evaluation
ndash development progress
ndash policies and projects
bull Support decision and policy making ndash for policy makers analysts media and the public
ndash through a mix of information and analytical tools
bull ATLAS (online) for mapping and charting
ndash Monitoring and evaluation
ndash Tracking changes in development and food security outcomes
bull BLOG
ndash Sharing evidence-based analysis and recommendations to enliven and enrich the debate on food security in the Arab Region
ndash Contribute to the implementation of solutions on the ground and to their evaluation
Arab Spatial
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
bull ATLAS (online) for mapping and charting
ndash Monitoring and evaluation
ndash Tracking changes in development and food security outcomes
bull BLOG
ndash Sharing evidence-based analysis and recommendations to enliven and enrich the debate on food security in the Arab Region
ndash Contribute to the implementation of solutions on the ground and to their evaluation
Arab Spatial
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Demand for country-specific Spatials
for example Yemen Iraq Palestine
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Arab Spatial Atlas
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Arab Spatial Atlas
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Mapping Tool
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Identify Areas Vulnerable to Food
Insecurity
Child malnutrition rates are particularly high in Yemen and
Somalia
Link to map httpwwwarabspatialorgll=Stunting Country|2012ampbm=World light gray (Note
Select the ldquoLatestrdquo function on the timeline)
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Even at the Sub-national Level
Child malnutrition rates are particularly high in Yemen and Somalia
Link to map http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on
the timeline)
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Investment in Infrastructure and
Access to Cities
Display physical infrastructure that enables populations to have access
to local and international food markets such as ports airports railroads
grain storage facilitiesLink to left map httpwwwarabspatialorgll=Railroadsampll=Grain storagesampll=Portsampll=Airportsampbm=World
light gray
Display access to small cities (travel time expressed in hours)Link to right map httpwwwarabspatialorgll=Access to small citiesampbm=World imagery
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Closing Yield Gaps
Display the spatial distribution of wheat yields at the pixel level
(expressed in kghectares) and visualize in detail which areas have
the highest and lowest wheat yields across the region
Link to map httpwwwarabspatialorgll=Yield - wheatampbm=World light gray
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Compare Multiple Indicators
Users can visually analyze how long term changes in precipitation
relate to spatial patterns of conflict in Sudan and Somalia
Link to maps httpwwwarabspatialorgll=Violent conflicts 1997 - 2010ampll=Precipitation
variabilityampbm=World light gray
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Zoom-in to Specific Points of
Interest
The zoom-in function and World Imagery base layer to visualize
areas and points of interest in fine detail
Link to map httpwwwarabspatialorgll=Grain storagesampbm=World imagery
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
A Valuable Tool for Targeting
Visualize whether interventions are situated in areas which are most
vulnerable to food insecurity
Link to left map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Stunting
Governorate|2012ampbm=World light gray (Note Select the ldquoLatestrdquo function on the timeline)
Link to right map httpwwwarabspatialorgll=Ongoing IFAD development projectsampll=Yield -
sorghumampbm=World imagery
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Charting Tool
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Visualize indicators in a chart
GDP per Capita
The ldquoAnalyticsrdquo functions allows users to visualize the selected
indicators in a bar line or scatter chart
Link to chart httpwwwarabspatialorgll=GNI per capita|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
Link to chart http54194133ll=Stunting Governorate|2012ampbm=World light gray (Note Select the
ldquoAnalyticsrdquo function at the bottom of the screen)
Visualize indicators in a chartChild stunting by governorate Yemen
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
ECONOMY AND STATE
Macroeconomy
Public financesProduction and
Prices
GDP
Employment External sector
Exports Imports
Governance
POLICIES AND INTERVENTIONS
Government expenditures
Subsidies
SUMMARY OUTCOME
INDICATORS
National level
CRISES AND
SHOCKS
Conflicts
Displaced populations
As of today many indicators
have been updated to 2013
wwwarabspatialorg
wwwarabspatialorg
