Phase I of the project included database building, analysis, and mapping in order to examine the MENA food and energy GVCs in detail and develop a food security ranking scheme. This encompassed compiling data on socioeconomic factors, demographics, agriculture, ports, trading, and more for each MENA country. Additionally, import and export commodity flows were analyzed as food and energy were traded between MENA and the rest of the world. All data was then dynamically linked to GIS to allow for mapping and visualization, which aided in further food security analysis and evaluation of various ranking schemes. Details of the data compilation and map creation are below.
Database Compilation and Analysis:
Databases have been created for all countries in the MENA region. The data cover grains (all), rice, corn, wheat, crude, petroleum products, and natural gas. Table 1 lists the data compiled, the years for which they were compiled, and the source.
Table 1: List of Data Compiled into the MENA Food and Energy Security Database
Data Type |
Years* |
Source(s) |
Grains (all) Imports & Exports (tons) | 1980-2012 | FAO STAT(http://faostat.fao.org/) |
Corn Imports & Exports (tons) | 1980-2012 | FAO STAT |
Rice Imports & Exports (tons) | 1980-2012 | FAO STAT |
Wheat Imports & Exports (tons) | 1980-2012 | FAO STAT |
Crude Imports & Exports (tons) | 1980-2012 | EIA(http://www.eia.gov) |
Petroleum Product Imports & Exports (tons) | 1980-2012 | EIA |
Natural Gas Imports & Exports (tons) | 1980-2012 | EIA |
Grains (all) – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE (http://comtrade.un.org/db/) |
Corn – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
Rice – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
Wheat – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
Crude – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
Petroleum Products – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
Natural Gas – Country to Country Quantity and Value of Imports, Exports, Re-Imports, & Re-Exports (tons/$) | 1980-2012 | UN COMTRADE |
GDP | 1980-2012 | World Bank(http://databank.worldbank.org) |
Population | 1980-2012 | World Bank |
Literacy rate as a percentage of population by age class | 1980-2012 | World Bank |
Unemployment as a percentage of population by age class | 1980-2012 | World Bank |
External debt ($) | 1980-2012 | World Bank |
Access to electricity as a percentage of population | 1980-2012 | World Bank |
Urban population as a percentage of total population | 1980-2012 | World Bank |
Rural population as a percentage of total population | 1980-2012 | World Bank |
Total miles of roads | 1980-2012 | World Bank |
Total miles of paved roads | 1980-2012 | World Bank |
Total miles or railroad | 1980-2012 | World Bank |
Quality of port infrastructure (index) | 1980-2012 | World Bank |
Malnutrition as percentage of population by age class | 1980-2012 | World Bank |
Amount of external aid received | 1980-2012 | World Bank |
Percentage of population below the poverty line | 1980-2012 | World Bank |
Port location and size | 1980-2012 | World Port Source(http://www.worldportsource.com/) |
Percentage of population under age 25 | 1980-2012 | CIA World Factbook(https://www.cia.gov/library/publications/the-world-factbook/) |
Median age | 1980-2012 | CIA World Factbook |
Population growth rate | 1980-2012 | CIA World Factbook |
School life expectancy (years) | 1980-2012 | CIA World Factbook |
Installed electric capacity (MW) | 1980-2012 | CIA World Factbook |
Percent of electricity from fossil fuels | 1980-2012 | CIA World Factbook |
Cell phone users | 1980-2012 | CIA World Factbook |
Population with internet access | 1980-2012 | CIA World Factbook |
Airports with paved runways | 1980-2012 | CIA World Factbook |
Miles of crude, petroleum products, natural gas, condensate, water, & combination pipelines | 1980-2012 | CIA World Factbook |
Geopolitical and socioeconomic information | 1980-2012 | CIA World Factbook |
Grain (all) Consumption | 1980-2012 | FAO STAT |
Corn Production & Consumption | 1980-2012 | FAO STAT |
Rice Production & Consumption | 1980-2012 | FAO STAT |
Wheat Production & Consumption | 1980-2012 | FAO STAT |
Crude Production & Consumption | 1980-2012 | EIA |
Petroleum Products Production & Consumption | 1980-2012 | EIA |
Natural Gas Production & Consumption | 1980-2012 | EIA |
Corn Stocks | 1980-2012 | USDA(http://www.fas.usda.gov/psdonline/psdQuery.aspx) |
Rice Stocks | 1980-2012 | USDA |
Wheat Stocks | 1980-2012 | USDA |
Crude Reserves | 1980-2012 | EIA |
Petroleum Products Reserves | 1980-2012 | EIA |
Natural Gas Reserves | 1980-2012 | EIA |
Food affordability index | 1980-2012 | EIU(http://foodsecurityindex.eiu.com/Index) |
Food availability index | 1980-2012 | EIU |
Corn producer price | 1980-2012 | FAO/USDA |
Rice producer price | 1980-2012 | FAO/USDA |
Wheat producer price | 1980-2012 | FAO/USDA |
Corn –consumer price | 1980-2012 | USDA |
Rice – consumer price | 1980-2012 | USDA |
Wheat – consumer price | 1980-2012 | USDA |
Crude – average consumer price | 1980-2012 | EIA |
Petroleum Products – average consumer price | 1980-2012 | EIA |
Natural Gas – average consumer price | 1980-2012 | EIA |
*Some years may contain missing values for some countries
From the above data, the following metrics were calculated for all food and energy commodities: consumption per capita, import dependency (with and without stocks), export dependency, importance of exports ($ as % of GDP), grain-energy fraction and additional food-energy security metrics. Details on each metric are listed, below.
Food Metrics
- Consumption (tons) = Production + Imports – Exports – Stocks
- Consumption per Capita (lbs/person) = Consumption/Population
- Import Dependency (%) = (Imports – Exports)/Consumption
Energy Metrics
- Consumption (barrels/MMBtu/kWh) = Production + Imports – Exports
- Consumption per Capita (unit/person) = Consumption/Population
- Import Dependency (%) = (Imports – Exports)/Consumption
- Energy Importance (%) = Annual Exports/Annual World Consumption
- Energy Export Fraction (%) = Energy Export Value/Total Export Value
- Energy Export Dependence (%) = Energy Export Value/GDP
Food & Energy Combined Metrics
Grain-for-Energy Fraction (%) = Grain Net Import Value/Energy Export Value
Data can be downloaded by MINERVA members via the Data Download page. A password is required and is available by contacting the webmaster (dmh22@duke.edu).
Mapping:
The entirety of the data available in the databases was combined into a master file and data for the most recent year was linked to GIS and mapped. The shapefiles listed in the Table 2 were also compiled for each MENA country.
Table 2 – GIS Shapefiles for each MENA Country
File Name
|
Source(s)
|
Cities (with populations) | CIA World Factbook |
Ports (with sizes) | World Port Source |
Railroads | DIVA-GIS (http://www.diva-gis.org/gdata) |
Roads | DIVA-GIS |
Bodies of water | DIVA-GIS |
Utility lines | GEOCOMM (http://data.geocomm.com/) |
Power Plants | CARMA/IEA (http://carma.org/plant) |
Land use-land cover | DIVA-GIS |
Elevation | DIVA-GIS |
Population Density | DIVA-GIS |
Airports | GEOCOMM |
World Shipping Networks | Oak Ridge National Lab (http://cta.ornl.gov/cta/) |
Additional layers were created for six countries of focus – Syria, Egypt, Saudi Arabia, Iran, United Arab Emirates, and Qatar. These layers can be seen in Table 3.
Table 3 – GIS Shapefiles for six countries of focus
File Name
|
Source(s)
|
Conflict areas | Relief Web (via UN) (http://reliefweb.int/maps) |
Refugee movements (by country and number displaced) | Relief Web (via UN) (http://reliefweb.int/maps) |
Agricultural and Crop Production Regions | Nation Master (http://www.nationmaster.com/countries) |
Land Utilization | Nation Master |
Oil & Gas Fields | EIA (http://www.eia.gov/countries/) |
Energy Reserves | EIA |
Major Border Crossings | ESRI, Geoportal SDI-T Data Center |
Data from the master database were added to the files in Table 2 and 3 for 2011. Additionally, some of the layers were further edited and analyzed. The world shipping network layer was modified to show the quantity of rice, corn, and wheat being imported and exported along major shipping routes between MENA countries and the rest of the world. Routes were weighted by the amount of goods traveling along a particular path in order to highlight high traffic routes and potential bottleneck areas. The routes start and end at major port terminals, or largest cities, for each respective commodity.
Radial flow charts were also created to show the disbursement of food and energy commodities. The flows are also weighted by the amount of goods being imported or exported between MENA countries and other countries. Arrowhead lines note the direction of the flow.
Data can be downloaded by MINERVA members via the Data Download page. A password is required and is available by contacting the webmaster (dmh22@duke.edu).
An interactive web application was built using ArcGIS online and is available for public viewing on the interactive map page. The interactive app includes a base map of the world and MENA region as well as the layers listed in Tables 1 and 2. Users can interact with the data entirely online without needing to download anything or have access to an ArcGIS license.