Aquastat data: Difference between revisions

From Pardee Wiki
Jump to navigation Jump to search
No edit summary
No edit summary
 
(10 intermediate revisions by 2 users not shown)
Line 1: Line 1:
Back to [[Water_preprocessor|water preprocessor]] 
Most of the data used in the water preprocessor comes from the AQUASTAT database. [http://www.fao.org/nr/water/aquastat/main/index.stm http://www.fao.org/nr/water/aquastat/main/index.stm]<span style="font-size:medium;">&nbsp;</span>


Most of the data used in the water preprocessor comes from the AQUASTAT database. [http://www.fao.org/nr/water/aquastat/main/index.stm http://www.fao.org/nr/water/aquastat/main/index.stm]
The AQUASTAT database can be queried on-line and the query results can be downloaded in CSV (table or flat) format. The current database regroups data per 5-year period and shows for each variable the value for the most recent year during that period, if available. For example, if for the period 2003-2007 data are available for the year 2004 and for the year 2006, then the value for the year 2006 is shown. Also, for many variables no time series can be made available yet due to lack of sufficient data. Data collection began in 1958.<br/><br/>Data for the variable [4313] "Area equipped for irrigation: total" is collected by and available in both AQUASTAT and FAOSTAT and harmonization between AQUASTAT and FAOSTAT takes place on a regular basis to ensure consistency between the two. The difference between the two is that AQUASTAT only enters data for the year given in the reference, while FAOSTAT fills all years from 1961 onwards by inter- and extrapolation from the common data-points. Thus, time series on this variable can be found under&nbsp;[http://faostat3.fao.org/download/E/EL/E FAOSTAT land], choosing the last variable in "items": Total area equipped for irrigation. For other non-water related time-series on food and agriculture see the&nbsp;[http://faostat3.fao.org/home/E FAOSTAT home page].


'''Documentation:'''
= Metadata =


First, I had to adjust the Datadict. I went to the Datadict and filtered for all series that came from Aquastat. I then compared the Series codes to what was being downloaded from the aquastat database (Download from the Flat option, not table). Most codes needed to be changed in the datadict. I also added some series to the datadict. The following series were added:
== Update Frequency ==


{| border="0" cellspacing="0" cellpadding="0" width="525" style="width:525px;"
==== Varies by Main Database category and sub-category: ====
|-
| nowrap="nowrap" style="width:525px;height:20px;" |
Direct use of not treated municipal wastewater for irrigation purposes&nbsp;


|-
#Geography and population category: Every year (through FAOSTAT for land use and population and undernourishment, World Bank for GDP, UNDP for HDI and GII).
| nowrap="nowrap" style="width:525px;height:20px;" |
#Water resources category: These are long-term average annual values and therefore remain the same over the years. A comprehensive review had been undertaken in 2014.
Irrigated crop intensity&nbsp;
#Water use category and Irrigation and drainage development category: For Africa, Southern and Central America & Caribbean, and Asia: between 1 and 10 years, depending on data availability which is checked at least every 5 years for each country, and with a thorough update (full dataset) every 10 years together with the country profile update. For Europe, Northern America, Australia and New Zealand: depends on data availability from Eurostat and OECD.
#Updates of data for some specific sub-categories are being done in collaboration with others, as and when data become available, such as: wastewater sub-category in collaboration with IWMI; conservation agriculture sub-category in collaboration with Conservation Agriculture expert groups; access to improved drinking water source sub-category data are provided by the WHO/UNICEF Joint Monitoring Programme for Water Supply and Sanitation.
#Some of the variables are updated during major review exercises (see the other datasets below).


|-
== AquaStat Questionnaires&nbsp;and Guidelines ==
| nowrap="nowrap" style="width:525px;height:20px;" |
Area equipped for irrigation by surface water&nbsp;


|-
AQUASTAT uses questionnaires and prepares guidelines with detailed definitions and instructions, implements projects to strengthen national capacities, and holds workshops to clarify some of the more complex data concepts. Survey information is as follows:
| nowrap="nowrap" style="width:525px;height:20px;" |
Area equipped for irrigation by groundwater&nbsp;


|-
To reach the above objective, it has been decided to proceed as follows, with two surveys:
| nowrap="nowrap" style="width:525px;height:20px;" |
Area equipped for irrigation by mixed surface water and groundwater&nbsp;


|-
*Every 5-10 years: a detailed global survey to prepare/update country profiles and regional syntheses. This document refers to this survey, which is prepared on the basis of a detailed questionnaire filled in at country level by national and regional experts, under the supervision of FAO/NRL.
| nowrap="nowrap" style="width:525px;height:20px;" |
*Every year: a small global survey to ensure regular updating of the existing country profiles, of key changes at country level, especially on the area equipped for irrigation and on the institutional and policy aspects. It is done by concerned institutions, which are willing to participate, and is managed in the regional and central offices of FAO.
Area equipped for irrigation by direct use of treated municipal wastewater&nbsp;


|-
The 5-10 year survey aims at preparing national country profiles in a homogeneous way. It ensures participation of national experts, in charge of the information collection and report drafting at the country level, and validation by FAO experts. The experts are provided with:
| nowrap="nowrap" style="width:525px;height:20px;" |
Area equipped for irrigation by direct use of non-treated municipal wastewater&nbsp;


|-
*A detailed questionnaire to be completed for each country at national level (and sub-national level for some variables) on the basis of existing available information
| nowrap="nowrap" style="width:525px;height:20px;" |
*Detailed guidelines for preparing a country profile and gathering qualitative information
Area equipped for irrigation by direct use of agricultural drainage water&nbsp;
*Explanatory notes and definitions to ensure consistency in the use of concepts and words and facilitate computation


|-
=== Costs ===
| nowrap="nowrap" style="width:525px;height:20px;" |
Area equipped for irrigation by desalinated water


|-
Costs should be expressed in US$ (United States Dollars) in the questionnaire and country profiles. The conversion used to pass from the local currency to US$ should be the one that was valid in the year to which the value refers and should be indicated in the comments.&nbsp;
| nowrap="nowrap" style="width:525px;height:20px;" |
Irrigation water withdrawal


|-
== Definitions ==
| nowrap="nowrap" style="width:525px;height:20px;" |
Irrigation water requirement


|-
Definitions for every series can be found in this document:&nbsp;[http://www.fao.org/nr/water/aquastat/sets/aq-5yr-guide_eng.pdf&nbsp http://www.fao.org/nr/water/aquastat/sets/aq-5yr-guide_eng.pdf&nbsp];
| nowrap="nowrap" style="width:525px;height:20px;" |
Direct use of treated municipal wastewater for irrigation purposes


== Series Updated ==
<p style="text-align: center;"></p>
{| cellspacing="0" border="1" bgcolor="#ffffff"
|+ '''DataDict'''
|-
|-
| nowrap="nowrap" style="width:525px;height:20px;" |  
! style="text-align: left;" bgcolor="#c0c0c0" | <font face="calibri" color="#000000">Variable</font>
area equipped for irrigation: actually irrigated
|- valign="top"
| <font face="calibri" color="#000000">DesalinatedWater</font>
|- valign="top"
| <font face="calibri" color="#000000">IrrigatedCropIntensity</font>
|- valign="top"
| <font face="calibri" color="#000000">IrWaterReq</font>
|- valign="top"
| <font face="calibri" color="#000000">IrWaterWith</font>
|- valign="top"
| <font face="calibri" color="#000000">LandCultivatedArea</font>
|- valign="top"
| <font face="calibri" color="#000000">LandEquipIrActual</font>
|- valign="top"
| <font face="calibri" color="#000000">LandEquipIrFullControl</font>
|- valign="top"
| <font face="calibri" color="#000000">LandEquipIrFullControlActual</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIr%Grain</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrAreaSalinized</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquipDrained</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquipGround</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrHarvestedCropArea</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrWaterLogged</font>
|- valign="top"
| <font face="calibri" color="#000000">TotalDamCapacity</font>
|- valign="top"
| <font face="calibri" color="#000000">WasterwaterTreated</font>
|- valign="top"
| <font face="calibri" color="#000000">WasteWaterDirectNotTreated</font>
|- valign="top"
| <font face="calibri" color="#000000">WastewaterIrDirectTreated</font>
|- valign="top"
| <font face="calibri" color="#000000">WasteWaterLandEquipDirectNotTreated</font>
|- valign="top"
| <font face="calibri" color="#000000">WasteWaterLandEquipDirectTreated</font>
|- valign="top"
| <font face="calibri" color="#000000">WastewaterProduced</font>
|- valign="top"
| <font face="calibri" color="#000000">WastewaterTreatedReused</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterDependencyRatio</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterDesalinated</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterGroundEntering</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterGroundLeaving</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterGroundProdInternal</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterGroundTotal</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterGroundWithD</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResExploitGround</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResExploitSurface</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResOverlap</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResTotalExploit</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResTotalRenew</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResTotalRenewGround</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterResTotalRenewSurface</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterSurfaceWithD</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalRenewPC</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalWithd</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalWithdPC</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalWithdSector</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalWithdSources</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWith%Agric</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWith%Fresh</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWith%Household</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWith%Ind</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWithAgr%FreshAquastat</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWithdAgriculture</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWithdIndustrial</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterWithdMunicipal</font><br/>
|}


{| cellspacing="0" border="1" bgcolor="#ffffff"
|+ <br/>
|-
|-
| nowrap="nowrap" style="width:525px;height:20px;" |  
! bgcolor="#c0c0c0" | <font face="calibri" color="#000000">Variable</font>
area equipped for full control irrigation: total
|- valign="top"
 
| <font face="calibri" color="#000000">LandIrActual%Equip</font>
|-
|- valign="top"
| nowrap="nowrap" style="width:525px;height:20px;" |  
| <font face="calibri" color="#000000">LandIrAreaEquip</font>
Area equipped for full control irrigation: actually irrigated
|- valign="top"
 
| <font face="calibri" color="#000000">LandIrEquip%Cultivated</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquip%Potential</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquip%WaterManaged</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquipActual</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquipMixed</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrEquipSurface</font>
|- valign="top"
| <font face="calibri" color="#000000">LandIrPotential</font>
|- valign="top"
| <font face="calibri" color="#000000">WaterTotalAgManagedArea</font>
|}
|}


&nbsp;
The FAO Countries translation needed to be adjusted. China, Sudan, and North Sudan were all adjusted.


When uploading data from excel to Ifs: You can only download so many variables from the database at one time. I uploaded data in shifts. In Ifs, you need to uncheck data that has already been updated.


There were a few series that were not updated, as there was no new data for them on the database. These include:
== New Series added ==


LandIrEquipDesalinated
*Direct use of not treated municipal wastewater for irrigation purposes&nbsp;
*Irrigated crop intensity&nbsp;
*Area equipped for irrigation by surface water&nbsp;
*Area equipped for irrigation by groundwater&nbsp;
*Area equipped for irrigation by mixed surface water and groundwater&nbsp;
*Area equipped for irrigation by direct use of treated municipal wastewater&nbsp;
*Area equipped for irrigation by direct use of non-treated municipal wastewater&nbsp;
*Area equipped for irrigation by direct use of agricultural drainage water&nbsp;
*Area equipped for irrigation by desalinated water
*Irrigation water withdrawal
*Irrigation water requirement
*Direct use of treated municipal wastewater for irrigation purposes
*area equipped for irrigation: actually irrigated
*area equipped for full control irrigation: total
*Area equipped for full control irrigation: actually irrigated


LandIrEquipDirectAg
== Country Coverage ==


LandIrHarvest%Equip
Every country, with&nbsp;the exception of Kosovo, is included in the database. However, available data for each country varies by series.
 
LandIrHarvest%FullControl
 
LandIrPotentialReached (There’s a note in the datadict here)
 
= Current status =
 
Needs to be pulled. Link to task on teamwork: [https://pardeecenter.teamwork.com/tasks/3797325 https://pardeecenter.teamwork.com/tasks/3797325]
 
= <br/>Series pulled from Aquastat =


{| cellspacing="0" border="1" bgcolor="#ffffff"
{| cellspacing="0" border="1" bgcolor="#ffffff"
|+  
|+ '''FAO Country Translation'''
|-
|-
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Table</font><br/>
! bgcolor="#c0c0c0" | <font face="calibri" color="#000000">IFs Countries</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Group</font>
! bgcolor="#c0c0c0" | <font face="calibri" color="#000000">FAO Countries</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Definition</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Years</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Source</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">Last IFs Update</font>
! bgcolor="#c0c0c0" style="text-align: left;" | <font color="#000000" style="font-size: 11pt;" face="calibri">UsedInPreprocessor</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWith%Household</font>
| <font face="calibri" color="#000000">United Arab Emirates</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">United Arab Emirates</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water withdrawals, percent used by households (1990=70-99;2000=update, mostly 2000)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1970, 1975, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWith%Ind</font>
| <font face="calibri" color="#000000">Afghanistan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Afghanistan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water withdrawals, percent used in industry (1990=70-99;2000=update, mostly 2000)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1970, 1975, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrEquip%WaterManaged</font>
| <font face="calibri" color="#000000">Albania</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Albania</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of agricultural water managed area equipped for irrigation (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1964-1967, 1970, 1972, 1974-1975, 1977, 1979-1980, 1982-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterGroundEntering</font>
| <font face="calibri" color="#000000">Armenia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Infrastructure, Water, Health</font>
| <font face="calibri" color="#000000">Armenia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Groundwater entering the country (natural)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalWithdPC</font>
| <font face="calibri" color="#000000">Angola</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Angola</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total water withdrawal per capita</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1965, 1970, 1975-1976, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWith%Fresh</font>
| <font face="calibri" color="#000000">Argentina</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Argentina</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of total actual renewable freshwater resources withdrawn (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1965, 1970, 1975-1976, 1979-1980, 1982, 1984-1987, 1990-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterDesalinated</font>
| <font face="calibri" color="#000000">Austria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Austria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Desalinated Water Produced</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1988-1997, 1999-2008, 2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQUASTAT</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2011/01/20</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterGroundWithD</font>
| <font face="calibri" color="#000000">Australia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Australia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Ground Water Withdrawal</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1980, 1985, 1987-1990, 1992-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterSurfaceWithD</font>
| <font face="calibri" color="#000000">Azerbaijan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Azerbaijan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Surface Water Withdrawal</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1980, 1985, 1987-1990, 1992-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrEquip%Cultivated</font>
| <font face="calibri" color="#000000">Bosnia and Herzegovina</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Bosnia and Herzegovina</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of cultivated area equipped for irrigation (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1964-1967, 1970, 1972, 1974-1975, 1977, 1979-1980, 1982-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrEquip%Potential</font>
| <font face="calibri" color="#000000">Barbados</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Barbados</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of irrigation potential equipped for irrigation (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1970, 1972, 1975, 1977, 1979-1980, 1982-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrEquipActual</font>
| <font face="calibri" color="#000000">Bangladesh</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Bangladesh</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area equipped for irrigation: actually irrigated (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1975, 1977, 1980, 1982-1983, 1985-2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrEquipDrained</font>
| <font face="calibri" color="#000000">Belgium</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Belgium</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area equipped for irrigation drained (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1985, 1987, 1990-2006, 2008-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrHarvest%Equip</font>
| <font face="calibri" color="#000000">Burkina Faso</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Burkina Faso</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Harvested irrigated crop area as&nbsp;% of area equipped for full control irrigation (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1984, 1987, 1989-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrHarvest%FullControl</font>
| <font face="calibri" color="#000000">Bulgaria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Bulgaria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Harvested irrigated crop area as&nbsp;% of full control irrigation area actually irrigated (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1989-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrPotential</font>
| <font face="calibri" color="#000000">Bahrain</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Bahrain</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Irrigation potential (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2005, 2007-2008, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Yes</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrAreaEquip</font>
| <font face="calibri" color="#000000">Burundi</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Burundi</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area equipped for irrigation: total (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1964-1967, 1970, 1972, 1974-1975, 1977, 1979-1980, 1982-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrWaterLogged</font>
| <font face="calibri" color="#000000">Benin</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Benin</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area waterlogged by irrigation (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1990-1993, 1995, 1997-2000, 2002-2007</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesTotalDamCapacity</font>
| <font face="calibri" color="#000000">Brunei</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Brunei Darussalam</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total dam capacity (km3)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1960, 1965, 1970, 1975, 1977, 1980, 1984-1985, 1989-1998, 2000-2008, 2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrHarvestedCropArea</font>
| <font face="calibri" color="#000000">Bolivia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Bolivia (Plurinational State of)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total harvested irrigated crop area (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1961, 1966, 1971-1972, 1975-1977, 1980-1982, 1984-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWasterwaterTreated</font>
| <font face="calibri" color="#000000">Brazil</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Brazil</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Wastewater: treated volume (10^9 m3/yr)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1967, 1971, 1975, 1979-1980, 1982, 1985, 1987, 1989-2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWastewaterTreatedReused</font>
| <font face="calibri" color="#000000">Bahamas, The</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Bahamas</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Treated wastewater reused (10^9 m3/yr)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1971-1972, 1975, 1977, 1982, 1985, 1987, 1989-1998, 2000-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalWithdSector</font>
| <font face="calibri" color="#000000">Bhutan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Bhutan</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total water withdrawal (summed by sector)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1988-1997, 1999-2006</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQUASTAT</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2010/02/20</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterDependencyRatio</font>
| <font face="calibri" color="#000000">Botswana</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Botswana</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Dependency ratio, percentage of total renewable water resources originating outside of the country</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResTotalExploit</font>
| <font face="calibri" color="#000000">Belarus</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Belarus</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water resources: total exploitable</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997-1998, 2000-2003, 2005, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalAgManagedArea</font>
| <font face="calibri" color="#000000">Belize</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Belize</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total agricultural water managed area</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1964-1967, 1970, 1972, 1974-1975, 1977, 1979-1980, 1982-1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalRenewPC</font>
| <font face="calibri" color="#000000">Canada</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Canada</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water resources: total renewable per capita (actual)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWithAgr%FreshAquastat</font>
| <font face="calibri" color="#000000">Congo, Democratic Republic of</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Democratic Republic of the Congo</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of total actual renewable water resources withdrawn by agriculture (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1988-2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWithdAgriculture</font>
| <font face="calibri" color="#000000">Central African Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Central African Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agricultural water withdrawal</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1969-1970, 1974-1975, 1979-1980, 1982, 1984-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWithdIndustrial</font>
| <font face="calibri" color="#000000">Congo, Republic of</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Congo</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Industrial water withdrawal</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1970, 1974-1975, 1979-1980, 1982, 1984-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWithdMunicipal</font>
| <font face="calibri" color="#000000">Switzerland</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Switzerland</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Municipal water withdrawal</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1970, 1974-1975, 1979-1980, 1982, 1984-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterGroundLeaving</font>
| <font face="calibri" color="#000000">Cote d'Ivoire</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Infrastructure, Water, Health</font>
| <font face="calibri" color="#000000">Côte d'Ivoire</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Groundwater leaving the country (naturally)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterGroundProdInternal</font>
| <font face="calibri" color="#000000">Chile</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Infrastructure, Water, Health</font>
| <font face="calibri" color="#000000">Chile</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Groundwater produced internally (natural)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterGroundTotal</font>
| <font face="calibri" color="#000000">Cameroon</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Infrastructure, Water, Health</font>
| <font face="calibri" color="#000000">Cameroon</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Groundwater total renewable</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrPotentialReached</font>
| <font face="calibri" color="#000000">China</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">China</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Irrigation potential (1000 ha) for countries that reached the potential already</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2009</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQUASTAT, at [http://www.fao.org/nr/water/aquastat/dbase/index.stm http://www.fao.org/nr/water/aquastat/dbase/index.stm]</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2011/11/16</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Yes</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandCultivatedArea</font>
| <font face="calibri" color="#000000">Colombia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Colombia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Cultivated area (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIr%Grain</font>
| <font face="calibri" color="#000000">Costa Rica</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Costa Rica</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">% of total grain production irrigated (%)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1984, 1988-1995</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrActual%Equip</font>
| <font face="calibri" color="#000000">Cuba</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Cuba</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area equipped for irrigation: actually irrigated,&nbsp;%</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1975, 1977, 1980-1982, 1985, 1987-2012</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesLandIrAreaSalinized</font>
| <font face="calibri" color="#000000">Cape Verde</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure</font>
| <font face="calibri" color="#000000">Cabo Verde</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Area salinized by irrigation (1000 ha)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1972, 1987-1995, 1997-2006, 2009-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWastewaterProduced</font>
| <font face="calibri" color="#000000">Cyprus</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Economic, Infrastructure</font>
| <font face="calibri" color="#000000">Cyprus</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Wastewater: produced volume (10^9 m3/yr)</font><br/>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1967, 1971, 1975, 1979-1980, 1982, 1985, 1987, 1989-2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResTotalRenew</font>
| <font face="calibri" color="#000000">Czech Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Czech Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water resources: total renewable (actual)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992-2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalWithdSources</font>
| <font face="calibri" color="#000000">Germany</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Germany</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total water withdrawal (summed by sources)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1965, 1970, 1975-1976, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterWith%Agric</font>
| <font face="calibri" color="#000000">Djibouti</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Agriculture, Infrastructure, Environment, Water</font>
| <font face="calibri" color="#000000">Djibouti</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Water withdrawals, percent used in agriculture (1990=70-99;2000=update, mostly 2000)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1965, 1970, 1975, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2013 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2013/07/18</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesDesalinatedWater</font>
| <font face="calibri" color="#000000">Denmark</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Denmark</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Desalinated Water Produced</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1965, 1970, 1975-1976, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQUASTAT</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2011/01/20</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterTotalWithd</font>
| <font face="calibri" color="#000000">Dominican Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Dominican Republic</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total water withdrawal (summed by sector)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1965, 1970, 1975-1976, 1979-1980, 1982, 1984-1997, 1999-2010</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQUASTAT</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2011/01/20</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResExploitGround</font>
| <font face="calibri" color="#000000">Algeria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Algeria</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Exploitable: regular renewable groundwater (10^9 m3/yr)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2014 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2014/02/19</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResExploitSurface</font>
| <font face="calibri" color="#000000">Ecuador</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Ecuador</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Exploitable: total renewable surface water (10^9 m3/yr)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2014 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2014/02/23</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResOverlap</font>
| <font face="calibri" color="#000000">Estonia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Estonia</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Overlap between surface and groundwater</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2014 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2014/02/19</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResTotalRenewGround</font>
| <font face="calibri" color="#000000">Egypt, Arab Republic of</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Egypt</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total renewable groundwater (actual) (10^9 m3/yr)</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2014 BATCH PULL</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2014/02/19</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
|- valign="top"
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">SeriesWaterResTotalRenewSurface</font>
| <font face="calibri" color="#000000">Eritrea</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Environment, Infrastructure, Water</font>
| <font face="calibri" color="#000000">Eritrea</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">Total renewable suface water (actual)</font>
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">1962, 1967, 1972, 1977, 1982, 1987, 1992, 1997, 2002, 2007, 2011</font>
| <font face="calibri" color="#000000">Spain</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">AQU 2014 BATCH PULL</font>
| <font face="calibri" color="#000000">Spain</font>
| <font color="#000000" style="font-size: 11pt;" face="calibri">2014/02/19</font>
|- valign="top"
| <font color="#000000" style="font-size: 11pt;" face="calibri">No</font>
| <font face="calibri" color="#000000">Ethiopia</font>
| <font face="calibri" color="#000000">Ethiopia</font>
|- valign="top"
| <font face="calibri" color="#000000">Finland</font>
| <font face="calibri" color="#000000">Finland</font>
|- valign="top"
| <font face="calibri" color="#000000">Fiji</font>
| <font face="calibri" color="#000000">Fiji</font>
|- valign="top"
| <font face="calibri" color="#000000">Micronesia, Fed. Sts.</font>
| <font face="calibri" color="#000000">Micronesia (Federated States of)</font>
|- valign="top"
| <font face="calibri" color="#000000">France</font>
| <font face="calibri" color="#000000">France</font>
|- valign="top"
| <font face="calibri" color="#000000">Gabon</font>
| <font face="calibri" color="#000000">Gabon</font>
|- valign="top"
| <font face="calibri" color="#000000">United Kingdom</font>
| <font face="calibri" color="#000000">United Kingdom</font>
|- valign="top"
| <font face="calibri" color="#000000">Grenada</font>
| <font face="calibri" color="#000000">Grenada</font>
|- valign="top"
| <font face="calibri" color="#000000">Georgia</font>
| <font face="calibri" color="#000000">Georgia</font>
|- valign="top"
| <font face="calibri" color="#000000">Ghana</font>
| <font face="calibri" color="#000000">Ghana</font>
|- valign="top"
| <font face="calibri" color="#000000">Gambia, The</font>
| <font face="calibri" color="#000000">Gambia</font>
|- valign="top"
| <font face="calibri" color="#000000">Guinea</font>
| <font face="calibri" color="#000000">Guinea</font>
|- valign="top"
| <font face="calibri" color="#000000">Equatorial Guinea</font>
| <font face="calibri" color="#000000">Equatorial Guinea</font>
|- valign="top"
| <font face="calibri" color="#000000">Greece</font>
| <font face="calibri" color="#000000">Greece</font>
|- valign="top"
| <font face="calibri" color="#000000">Guatemala</font>
| <font face="calibri" color="#000000">Guatemala</font>
|- valign="top"
| <font face="calibri" color="#000000">Guinea-Bissau</font>
| <font face="calibri" color="#000000">Guinea-Bissau</font>
|- valign="top"
| <font face="calibri" color="#000000">Guyana</font>
| <font face="calibri" color="#000000">Guyana</font>
|- valign="top"
| <font face="calibri" color="#000000">Hong Kong</font>
| <font face="calibri" color="#000000">China, Hong Kong SAR</font>
|- valign="top"
| <font face="calibri" color="#000000">Honduras</font>
| <font face="calibri" color="#000000">Honduras</font>
|- valign="top"
| <font face="calibri" color="#000000">Croatia</font>
| <font face="calibri" color="#000000">Croatia</font>
|- valign="top"
| <font face="calibri" color="#000000">Haiti</font>
| <font face="calibri" color="#000000">Haiti</font>
|- valign="top"
| <font face="calibri" color="#000000">Hungary</font>
| <font face="calibri" color="#000000">Hungary</font>
|- valign="top"
| <font face="calibri" color="#000000">Indonesia</font>
| <font face="calibri" color="#000000">Indonesia</font>
|- valign="top"
| <font face="calibri" color="#000000">Ireland</font>
| <font face="calibri" color="#000000">Ireland</font>
|- valign="top"
| <font face="calibri" color="#000000">Israel</font>
| <font face="calibri" color="#000000">Israel</font>
|- valign="top"
| <font face="calibri" color="#000000">India</font>
| <font face="calibri" color="#000000">India</font>
|- valign="top"
| <font face="calibri" color="#000000">Iraq</font>
| <font face="calibri" color="#000000">Iraq</font>
|- valign="top"
| <font face="calibri" color="#000000">Iran, Islamic Republic of</font>
| <font face="calibri" color="#000000">Iran (Islamic Republic of)</font>
|- valign="top"
| <font face="calibri" color="#000000">Iceland</font>
| <font face="calibri" color="#000000">Iceland</font>
|- valign="top"
| <font face="calibri" color="#000000">Italy</font>
| <font face="calibri" color="#000000">Italy</font>
|- valign="top"
| <font face="calibri" color="#000000">Jamaica</font>
| <font face="calibri" color="#000000">Jamaica</font>
|- valign="top"
| <font face="calibri" color="#000000">Jordan</font>
| <font face="calibri" color="#000000">Jordan</font>
|- valign="top"
| <font face="calibri" color="#000000">Japan</font>
| <font face="calibri" color="#000000">Japan</font>
|- valign="top"
| <font face="calibri" color="#000000">Kenya</font>
| <font face="calibri" color="#000000">Kenya</font>
|- valign="top"
| <font face="calibri" color="#000000">Kyrgyz Republic</font>
| <font face="calibri" color="#000000">Kyrgyzstan</font>
|- valign="top"
| <font face="calibri" color="#000000">Cambodia</font>
| <font face="calibri" color="#000000">Cambodia</font>
|- valign="top"
| <font face="calibri" color="#000000">Comoros</font>
| <font face="calibri" color="#000000">Comoros</font>
|- valign="top"
| <font face="calibri" color="#000000">Kosovo</font>
| <br/>
|- valign="top"
| <font face="calibri" color="#000000">Korea, Democratic People's Republic of</font>
| <font face="calibri" color="#000000">Democratic People's Republic of Korea</font>
|- valign="top"
| <font face="calibri" color="#000000">Korea, Republic of</font>
| <font face="calibri" color="#000000">Republic of Korea</font>
|- valign="top"
| <font face="calibri" color="#000000">Kuwait</font>
| <font face="calibri" color="#000000">Kuwait</font>
|- valign="top"
| <font face="calibri" color="#000000">Kazakhstan</font>
| <font face="calibri" color="#000000">Kazakhstan</font>
|- valign="top"
| <font face="calibri" color="#000000">Laos, People's Democratic Republic</font>
| <font face="calibri" color="#000000">Lao People's Democratic Republic</font>
|- valign="top"
| <font face="calibri" color="#000000">Lebanon</font>
| <font face="calibri" color="#000000">Lebanon</font>
|- valign="top"
| <font face="calibri" color="#000000">St. Lucia</font>
| <font face="calibri" color="#000000">Saint Lucia</font>
|- valign="top"
| <font face="calibri" color="#000000">Sri Lanka</font>
| <font face="calibri" color="#000000">Sri Lanka</font>
|- valign="top"
| <font face="calibri" color="#000000">Liberia</font>
| <font face="calibri" color="#000000">Liberia</font>
|- valign="top"
| <font face="calibri" color="#000000">Lesotho</font>
| <font face="calibri" color="#000000">Lesotho</font>
|- valign="top"
| <font face="calibri" color="#000000">Lithuania</font>
| <font face="calibri" color="#000000">Lithuania</font>
|- valign="top"
| <font face="calibri" color="#000000">Luxembourg</font>
| <font face="calibri" color="#000000">Luxembourg</font>
|- valign="top"
| <font face="calibri" color="#000000">Latvia</font>
| <font face="calibri" color="#000000">Latvia</font>
|- valign="top"
| <font face="calibri" color="#000000">Libya</font>
| <font face="calibri" color="#000000">Libya</font>
|- valign="top"
| <font face="calibri" color="#000000">Morocco</font>
| <font face="calibri" color="#000000">Morocco</font>
|- valign="top"
| <font face="calibri" color="#000000">Moldova</font>
| <font face="calibri" color="#000000">Republic of Moldova</font>
|- valign="top"
| <font face="calibri" color="#000000">Montenegro</font>
| <font face="calibri" color="#000000">Montenegro</font>
|- valign="top"
| <font face="calibri" color="#000000">Madagascar</font>
| <font face="calibri" color="#000000">Madagascar</font>
|- valign="top"
| <font face="calibri" color="#000000">Macedonia, Former Yugoslav Republic of</font>
| <font face="calibri" color="#000000">The former Yugoslav Republic of Macedonia</font>
|- valign="top"
| <font face="calibri" color="#000000">Mali</font>
| <font face="calibri" color="#000000">Mali</font>
|- valign="top"
| <font face="calibri" color="#000000">Myanmar</font>
| <font face="calibri" color="#000000">Myanmar</font>
|- valign="top"
| <font face="calibri" color="#000000">Mongolia</font>
| <font face="calibri" color="#000000">Mongolia</font>
|- valign="top"
| <font face="calibri" color="#000000">Mauritania</font>
| <font face="calibri" color="#000000">Mauritania</font>
|- valign="top"
| <font face="calibri" color="#000000">Malta</font>
| <font face="calibri" color="#000000">Malta</font>
|- valign="top"
| <font face="calibri" color="#000000">Mauritius</font>
| <font face="calibri" color="#000000">Mauritius</font>
|- valign="top"
| <font face="calibri" color="#000000">Maldives</font>
| <font face="calibri" color="#000000">Maldives</font>
|- valign="top"
| <font face="calibri" color="#000000">Malawi</font>
| <font face="calibri" color="#000000">Malawi</font>
|- valign="top"
| <font face="calibri" color="#000000">Mexico</font>
| <font face="calibri" color="#000000">Mexico</font>
|- valign="top"
| <font face="calibri" color="#000000">Malaysia</font>
| <font face="calibri" color="#000000">Malaysia</font>
|- valign="top"
| <font face="calibri" color="#000000">Mozambique</font>
| <font face="calibri" color="#000000">Mozambique</font>
|- valign="top"
| <font face="calibri" color="#000000">Namibia</font>
| <font face="calibri" color="#000000">Namibia</font>
|- valign="top"
| <font face="calibri" color="#000000">Niger</font>
| <font face="calibri" color="#000000">Niger</font>
|- valign="top"
| <font face="calibri" color="#000000">Nigeria</font>
| <font face="calibri" color="#000000">Nigeria</font>
|- valign="top"
| <font face="calibri" color="#000000">Nicaragua</font>
| <font face="calibri" color="#000000">Nicaragua</font>
|- valign="top"
| <font face="calibri" color="#000000">Netherlands</font>
| <font face="calibri" color="#000000">Netherlands</font>
|- valign="top"
| <font face="calibri" color="#000000">Norway</font>
| <font face="calibri" color="#000000">Norway</font>
|- valign="top"
| <font face="calibri" color="#000000">Nepal</font>
| <font face="calibri" color="#000000">Nepal</font>
|- valign="top"
| <font face="calibri" color="#000000">New Zealand</font>
| <font face="calibri" color="#000000">New Zealand</font>
|- valign="top"
| <font face="calibri" color="#000000">Oman</font>
| <font face="calibri" color="#000000">Oman</font>
|- valign="top"
| <font face="calibri" color="#000000">Panama</font>
| <font face="calibri" color="#000000">Panama</font>
|- valign="top"
| <font face="calibri" color="#000000">Peru</font>
| <font face="calibri" color="#000000">Peru</font>
|- valign="top"
| <font face="calibri" color="#000000">Papua New Guinea</font>
| <font face="calibri" color="#000000">Papua New Guinea</font>
|- valign="top"
| <font face="calibri" color="#000000">Philippines</font>
| <font face="calibri" color="#000000">Philippines</font>
|- valign="top"
| <font face="calibri" color="#000000">Pakistan</font>
| <font face="calibri" color="#000000">Pakistan</font>
|- valign="top"
| <font face="calibri" color="#000000">Poland</font>
| <font face="calibri" color="#000000">Poland</font>
|- valign="top"
| <font face="calibri" color="#000000">Puerto Rico</font>
| <font face="calibri" color="#000000">Puerto Rico</font>
|- valign="top"
| <font face="calibri" color="#000000">Palestine</font>
| <font face="calibri" color="#000000">Occupied Palestinian Territory</font>
|- valign="top"
| <font face="calibri" color="#000000">Portugal</font>
| <font face="calibri" color="#000000">Portugal</font>
|- valign="top"
| <font face="calibri" color="#000000">Paraguay</font>
| <font face="calibri" color="#000000">Paraguay</font>
|- valign="top"
| <font face="calibri" color="#000000">Qatar</font>
| <font face="calibri" color="#000000">Qatar</font>
|- valign="top"
| <font face="calibri" color="#000000">Romania</font>
| <font face="calibri" color="#000000">Romania</font>
|- valign="top"
| <font face="calibri" color="#000000">Serbia</font>
| <font face="calibri" color="#000000">Serbia</font>
|- valign="top"
| <font face="calibri" color="#000000">Russian Federation</font>
| <font face="calibri" color="#000000">Russian Federation</font>
|- valign="top"
| <font face="calibri" color="#000000">Rwanda</font>
| <font face="calibri" color="#000000">Rwanda</font>
|- valign="top"
| <font face="calibri" color="#000000">Saudi Arabia</font>
| <font face="calibri" color="#000000">Saudi Arabia</font>
|- valign="top"
| <font face="calibri" color="#000000">Solomon Islands</font>
| <font face="calibri" color="#000000">Solomon Islands</font>
|- valign="top"
| <font face="calibri" color="#000000">Seychelles</font>
| <font face="calibri" color="#000000">Seychelles</font>
|- valign="top"
| <font face="calibri" color="#000000">Sudan</font>
| <font face="calibri" color="#000000">Sudan</font>
|- valign="top"
| <font face="calibri" color="#000000">Sweden</font>
| <font face="calibri" color="#000000">Sweden</font>
|- valign="top"
| <font face="calibri" color="#000000">Singapore</font>
| <font face="calibri" color="#000000">Singapore</font>
|- valign="top"
| <font face="calibri" color="#000000">Slovenia</font>
| <font face="calibri" color="#000000">Slovenia</font>
|- valign="top"
| <font face="calibri" color="#000000">Slovak Republic</font>
| <font face="calibri" color="#000000">Slovakia</font>
|- valign="top"
| <font face="calibri" color="#000000">Sierra Leone</font>
| <font face="calibri" color="#000000">Sierra Leone</font>
|- valign="top"
| <font face="calibri" color="#000000">Senegal</font>
| <font face="calibri" color="#000000">Senegal</font>
|- valign="top"
| <font face="calibri" color="#000000">Somalia</font>
| <font face="calibri" color="#000000">Somalia</font>
|- valign="top"
| <font face="calibri" color="#000000">Suriname</font>
| <font face="calibri" color="#000000">Suriname</font>
|- valign="top"
| <font face="calibri" color="#000000">Sudan South</font>
| <font face="calibri" color="#000000">South Sudan</font>
|- valign="top"
| <font face="calibri" color="#000000">Sao Tome and Principe</font>
| <font face="calibri" color="#000000">Sao Tome and Principe</font>
|- valign="top"
| <font face="calibri" color="#000000">El Salvador</font>
| <font face="calibri" color="#000000">El Salvador</font>
|- valign="top"
| <font face="calibri" color="#000000">Syrian Arab Republic</font>
| <font face="calibri" color="#000000">Syrian Arab Republic</font>
|- valign="top"
| <font face="calibri" color="#000000">Swaziland</font>
| <font face="calibri" color="#000000">Swaziland</font>
|- valign="top"
| <font face="calibri" color="#000000">Chad</font>
| <font face="calibri" color="#000000">Chad</font>
|- valign="top"
| <font face="calibri" color="#000000">Togo</font>
| <font face="calibri" color="#000000">Togo</font>
|- valign="top"
| <font face="calibri" color="#000000">Thailand</font>
| <font face="calibri" color="#000000">Thailand</font>
|- valign="top"
| <font face="calibri" color="#000000">Tajikistan</font>
| <font face="calibri" color="#000000">Tajikistan</font>
|- valign="top"
| <font face="calibri" color="#000000">Timor-Leste</font>
| <font face="calibri" color="#000000">Timor-Leste</font>
|- valign="top"
| <font face="calibri" color="#000000">Turkmenistan</font>
| <font face="calibri" color="#000000">Turkmenistan</font>
|- valign="top"
| <font face="calibri" color="#000000">Tunisia</font>
| <font face="calibri" color="#000000">Tunisia</font>
|- valign="top"
| <font face="calibri" color="#000000">Tonga</font>
| <font face="calibri" color="#000000">Tonga</font>
|- valign="top"
| <font face="calibri" color="#000000">Turkey</font>
| <font face="calibri" color="#000000">Turkey</font>
|- valign="top"
| <font face="calibri" color="#000000">Trinidad and Tobago</font>
| <font face="calibri" color="#000000">Trinidad and Tobago</font>
|- valign="top"
| <font face="calibri" color="#000000">Taiwan, China</font>
| <font face="calibri" color="#000000">China, Taiwan Province of</font>
|- valign="top"
| <font face="calibri" color="#000000">Tanzania</font>
| <font face="calibri" color="#000000">United Republic of Tanzania</font>
|- valign="top"
| <font face="calibri" color="#000000">Ukraine</font>
| <font face="calibri" color="#000000">Ukraine</font>
|- valign="top"
| <font face="calibri" color="#000000">Uganda</font>
| <font face="calibri" color="#000000">Uganda</font>
|- valign="top"
| <font face="calibri" color="#000000">United States</font>
| <font face="calibri" color="#000000">United States of America</font>
|- valign="top"
| <font face="calibri" color="#000000">Uruguay</font>
| <font face="calibri" color="#000000">Uruguay</font>
|- valign="top"
| <font face="calibri" color="#000000">Uzbekistan</font>
| <font face="calibri" color="#000000">Uzbekistan</font>
|- valign="top"
| <font face="calibri" color="#000000">St. Vincent and the Grenadines</font>
| <font face="calibri" color="#000000">Saint Vincent and the Grenadines</font>
|- valign="top"
| <font face="calibri" color="#000000">Venezuela</font>
| <font face="calibri" color="#000000">Venezuela (Bolivarian Republic of)</font>
|- valign="top"
| <font face="calibri" color="#000000">Vietnam</font>
| <font face="calibri" color="#000000">Viet Nam</font>
|- valign="top"
| <font face="calibri" color="#000000">Vanuatu</font>
| <font face="calibri" color="#000000">Vanuatu</font>
|- valign="top"
| <font face="calibri" color="#000000">Samoa</font>
| <font face="calibri" color="#000000">Samoa</font>
|- valign="top"
| <font face="calibri" color="#000000">Yemen, Republic of</font>
| <font face="calibri" color="#000000">Yemen</font>
|- valign="top"
| <font face="calibri" color="#000000">South Africa</font>
| <font face="calibri" color="#000000">South Africa</font>
|- valign="top"
| <font face="calibri" color="#000000">Zambia</font>
| <font face="calibri" color="#000000">Zambia</font>
|- valign="top"
| <font face="calibri" color="#000000">Zimbabwe</font>
| <font face="calibri" color="#000000">Zimbabwe</font>
|}
|}
= Instructions =
#Download the data from the Aquastat Database.&nbsp;[http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en]. Select all countries and all years. There are too many variables to download all variables at once. Divide the variables by topics (ie geography and population, water resources, etc) download this data via the "Flat" option.
#Change the codes in the Datadict&nbsp;for every variable downloaded in this Excel file. The codes need to match to match the variables listed in the downloaded data exactly.&nbsp;
#Check to ensure no changes are needed in the FAO Country translation. In the most recent update&nbsp;China, Sudan and South Sudan all needed to be updated.
#Upload data in IFs using the batch pool option. There will be multiple excel sheets, as the AquaStat data cannot download all variables at once. After the first excel sheet is updated, unselect data that was imported; otherwise this data will be uploaded again with a new excel sheet, and you will lose the already imported data.
#Vet. The most recent update reveiled errors in data in some series. You may need extensive vetting.
#Some series do not contain enough data in the database to be updated. These include:
LandIrEquipDesalinated
LandIrEquipDirectAg
LandIrHarvest%Equip
LandIrHarvest%FullControl
LandIrPotentialReached&nbsp;

Latest revision as of 18:58, 29 August 2019

Most of the data used in the water preprocessor comes from the AQUASTAT database. http://www.fao.org/nr/water/aquastat/main/index.stm 

The AQUASTAT database can be queried on-line and the query results can be downloaded in CSV (table or flat) format. The current database regroups data per 5-year period and shows for each variable the value for the most recent year during that period, if available. For example, if for the period 2003-2007 data are available for the year 2004 and for the year 2006, then the value for the year 2006 is shown. Also, for many variables no time series can be made available yet due to lack of sufficient data. Data collection began in 1958.

Data for the variable [4313] "Area equipped for irrigation: total" is collected by and available in both AQUASTAT and FAOSTAT and harmonization between AQUASTAT and FAOSTAT takes place on a regular basis to ensure consistency between the two. The difference between the two is that AQUASTAT only enters data for the year given in the reference, while FAOSTAT fills all years from 1961 onwards by inter- and extrapolation from the common data-points. Thus, time series on this variable can be found under FAOSTAT land, choosing the last variable in "items": Total area equipped for irrigation. For other non-water related time-series on food and agriculture see the FAOSTAT home page.

Metadata

Update Frequency

Varies by Main Database category and sub-category:

  1. Geography and population category: Every year (through FAOSTAT for land use and population and undernourishment, World Bank for GDP, UNDP for HDI and GII).
  2. Water resources category: These are long-term average annual values and therefore remain the same over the years. A comprehensive review had been undertaken in 2014.
  3. Water use category and Irrigation and drainage development category: For Africa, Southern and Central America & Caribbean, and Asia: between 1 and 10 years, depending on data availability which is checked at least every 5 years for each country, and with a thorough update (full dataset) every 10 years together with the country profile update. For Europe, Northern America, Australia and New Zealand: depends on data availability from Eurostat and OECD.
  4. Updates of data for some specific sub-categories are being done in collaboration with others, as and when data become available, such as: wastewater sub-category in collaboration with IWMI; conservation agriculture sub-category in collaboration with Conservation Agriculture expert groups; access to improved drinking water source sub-category data are provided by the WHO/UNICEF Joint Monitoring Programme for Water Supply and Sanitation.
  5. Some of the variables are updated during major review exercises (see the other datasets below).

AquaStat Questionnaires and Guidelines

AQUASTAT uses questionnaires and prepares guidelines with detailed definitions and instructions, implements projects to strengthen national capacities, and holds workshops to clarify some of the more complex data concepts. Survey information is as follows:

To reach the above objective, it has been decided to proceed as follows, with two surveys:

  • Every 5-10 years: a detailed global survey to prepare/update country profiles and regional syntheses. This document refers to this survey, which is prepared on the basis of a detailed questionnaire filled in at country level by national and regional experts, under the supervision of FAO/NRL.
  • Every year: a small global survey to ensure regular updating of the existing country profiles, of key changes at country level, especially on the area equipped for irrigation and on the institutional and policy aspects. It is done by concerned institutions, which are willing to participate, and is managed in the regional and central offices of FAO.

The 5-10 year survey aims at preparing national country profiles in a homogeneous way. It ensures participation of national experts, in charge of the information collection and report drafting at the country level, and validation by FAO experts. The experts are provided with:

  • A detailed questionnaire to be completed for each country at national level (and sub-national level for some variables) on the basis of existing available information
  • Detailed guidelines for preparing a country profile and gathering qualitative information
  • Explanatory notes and definitions to ensure consistency in the use of concepts and words and facilitate computation

Costs

Costs should be expressed in US$ (United States Dollars) in the questionnaire and country profiles. The conversion used to pass from the local currency to US$ should be the one that was valid in the year to which the value refers and should be indicated in the comments. 

Definitions

Definitions for every series can be found in this document: http://www.fao.org/nr/water/aquastat/sets/aq-5yr-guide_eng.pdf&nbsp;

Series Updated

DataDict
Variable
DesalinatedWater
IrrigatedCropIntensity
IrWaterReq
IrWaterWith
LandCultivatedArea
LandEquipIrActual
LandEquipIrFullControl
LandEquipIrFullControlActual
LandIr%Grain
LandIrAreaSalinized
LandIrEquipDrained
LandIrEquipGround
LandIrHarvestedCropArea
LandIrWaterLogged
TotalDamCapacity
WasterwaterTreated
WasteWaterDirectNotTreated
WastewaterIrDirectTreated
WasteWaterLandEquipDirectNotTreated
WasteWaterLandEquipDirectTreated
WastewaterProduced
WastewaterTreatedReused
WaterDependencyRatio
WaterDesalinated
WaterGroundEntering
WaterGroundLeaving
WaterGroundProdInternal
WaterGroundTotal
WaterGroundWithD
WaterResExploitGround
WaterResExploitSurface
WaterResOverlap
WaterResTotalExploit
WaterResTotalRenew
WaterResTotalRenewGround
WaterResTotalRenewSurface
WaterSurfaceWithD
WaterTotalRenewPC
WaterTotalWithd
WaterTotalWithdPC
WaterTotalWithdSector
WaterTotalWithdSources
WaterWith%Agric
WaterWith%Fresh
WaterWith%Household
WaterWith%Ind
WaterWithAgr%FreshAquastat
WaterWithdAgriculture
WaterWithdIndustrial
WaterWithdMunicipal
Variable
LandIrActual%Equip
LandIrAreaEquip
LandIrEquip%Cultivated
LandIrEquip%Potential
LandIrEquip%WaterManaged
LandIrEquipActual
LandIrEquipMixed
LandIrEquipSurface
LandIrPotential
WaterTotalAgManagedArea


New Series added

  • Direct use of not treated municipal wastewater for irrigation purposes 
  • Irrigated crop intensity 
  • Area equipped for irrigation by surface water 
  • Area equipped for irrigation by groundwater 
  • Area equipped for irrigation by mixed surface water and groundwater 
  • Area equipped for irrigation by direct use of treated municipal wastewater 
  • Area equipped for irrigation by direct use of non-treated municipal wastewater 
  • Area equipped for irrigation by direct use of agricultural drainage water 
  • Area equipped for irrigation by desalinated water
  • Irrigation water withdrawal
  • Irrigation water requirement
  • Direct use of treated municipal wastewater for irrigation purposes
  • area equipped for irrigation: actually irrigated
  • area equipped for full control irrigation: total
  • Area equipped for full control irrigation: actually irrigated

Country Coverage

Every country, with the exception of Kosovo, is included in the database. However, available data for each country varies by series.

FAO Country Translation
IFs Countries FAO Countries
United Arab Emirates United Arab Emirates
Afghanistan Afghanistan
Albania Albania
Armenia Armenia
Angola Angola
Argentina Argentina
Austria Austria
Australia Australia
Azerbaijan Azerbaijan
Bosnia and Herzegovina Bosnia and Herzegovina
Barbados Barbados
Bangladesh Bangladesh
Belgium Belgium
Burkina Faso Burkina Faso
Bulgaria Bulgaria
Bahrain Bahrain
Burundi Burundi
Benin Benin
Brunei Brunei Darussalam
Bolivia Bolivia (Plurinational State of)
Brazil Brazil
Bahamas, The Bahamas
Bhutan Bhutan
Botswana Botswana
Belarus Belarus
Belize Belize
Canada Canada
Congo, Democratic Republic of Democratic Republic of the Congo
Central African Republic Central African Republic
Congo, Republic of Congo
Switzerland Switzerland
Cote d'Ivoire Côte d'Ivoire
Chile Chile
Cameroon Cameroon
China China
Colombia Colombia
Costa Rica Costa Rica
Cuba Cuba
Cape Verde Cabo Verde
Cyprus Cyprus
Czech Republic Czech Republic
Germany Germany
Djibouti Djibouti
Denmark Denmark
Dominican Republic Dominican Republic
Algeria Algeria
Ecuador Ecuador
Estonia Estonia
Egypt, Arab Republic of Egypt
Eritrea Eritrea
Spain Spain
Ethiopia Ethiopia
Finland Finland
Fiji Fiji
Micronesia, Fed. Sts. Micronesia (Federated States of)
France France
Gabon Gabon
United Kingdom United Kingdom
Grenada Grenada
Georgia Georgia
Ghana Ghana
Gambia, The Gambia
Guinea Guinea
Equatorial Guinea Equatorial Guinea
Greece Greece
Guatemala Guatemala
Guinea-Bissau Guinea-Bissau
Guyana Guyana
Hong Kong China, Hong Kong SAR
Honduras Honduras
Croatia Croatia
Haiti Haiti
Hungary Hungary
Indonesia Indonesia
Ireland Ireland
Israel Israel
India India
Iraq Iraq
Iran, Islamic Republic of Iran (Islamic Republic of)
Iceland Iceland
Italy Italy
Jamaica Jamaica
Jordan Jordan
Japan Japan
Kenya Kenya
Kyrgyz Republic Kyrgyzstan
Cambodia Cambodia
Comoros Comoros
Kosovo
Korea, Democratic People's Republic of Democratic People's Republic of Korea
Korea, Republic of Republic of Korea
Kuwait Kuwait
Kazakhstan Kazakhstan
Laos, People's Democratic Republic Lao People's Democratic Republic
Lebanon Lebanon
St. Lucia Saint Lucia
Sri Lanka Sri Lanka
Liberia Liberia
Lesotho Lesotho
Lithuania Lithuania
Luxembourg Luxembourg
Latvia Latvia
Libya Libya
Morocco Morocco
Moldova Republic of Moldova
Montenegro Montenegro
Madagascar Madagascar
Macedonia, Former Yugoslav Republic of The former Yugoslav Republic of Macedonia
Mali Mali
Myanmar Myanmar
Mongolia Mongolia
Mauritania Mauritania
Malta Malta
Mauritius Mauritius
Maldives Maldives
Malawi Malawi
Mexico Mexico
Malaysia Malaysia
Mozambique Mozambique
Namibia Namibia
Niger Niger
Nigeria Nigeria
Nicaragua Nicaragua
Netherlands Netherlands
Norway Norway
Nepal Nepal
New Zealand New Zealand
Oman Oman
Panama Panama
Peru Peru
Papua New Guinea Papua New Guinea
Philippines Philippines
Pakistan Pakistan
Poland Poland
Puerto Rico Puerto Rico
Palestine Occupied Palestinian Territory
Portugal Portugal
Paraguay Paraguay
Qatar Qatar
Romania Romania
Serbia Serbia
Russian Federation Russian Federation
Rwanda Rwanda
Saudi Arabia Saudi Arabia
Solomon Islands Solomon Islands
Seychelles Seychelles
Sudan Sudan
Sweden Sweden
Singapore Singapore
Slovenia Slovenia
Slovak Republic Slovakia
Sierra Leone Sierra Leone
Senegal Senegal
Somalia Somalia
Suriname Suriname
Sudan South South Sudan
Sao Tome and Principe Sao Tome and Principe
El Salvador El Salvador
Syrian Arab Republic Syrian Arab Republic
Swaziland Swaziland
Chad Chad
Togo Togo
Thailand Thailand
Tajikistan Tajikistan
Timor-Leste Timor-Leste
Turkmenistan Turkmenistan
Tunisia Tunisia
Tonga Tonga
Turkey Turkey
Trinidad and Tobago Trinidad and Tobago
Taiwan, China China, Taiwan Province of
Tanzania United Republic of Tanzania
Ukraine Ukraine
Uganda Uganda
United States United States of America
Uruguay Uruguay
Uzbekistan Uzbekistan
St. Vincent and the Grenadines Saint Vincent and the Grenadines
Venezuela Venezuela (Bolivarian Republic of)
Vietnam Viet Nam
Vanuatu Vanuatu
Samoa Samoa
Yemen, Republic of Yemen
South Africa South Africa
Zambia Zambia
Zimbabwe Zimbabwe

Instructions

  1. Download the data from the Aquastat Database. http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en. Select all countries and all years. There are too many variables to download all variables at once. Divide the variables by topics (ie geography and population, water resources, etc) download this data via the "Flat" option.
  2. Change the codes in the Datadict for every variable downloaded in this Excel file. The codes need to match to match the variables listed in the downloaded data exactly. 
  3. Check to ensure no changes are needed in the FAO Country translation. In the most recent update China, Sudan and South Sudan all needed to be updated.
  4. Upload data in IFs using the batch pool option. There will be multiple excel sheets, as the AquaStat data cannot download all variables at once. After the first excel sheet is updated, unselect data that was imported; otherwise this data will be uploaded again with a new excel sheet, and you will lose the already imported data.
  5. Vet. The most recent update reveiled errors in data in some series. You may need extensive vetting.
  6. Some series do not contain enough data in the database to be updated. These include:

LandIrEquipDesalinated

LandIrEquipDirectAg

LandIrHarvest%Equip

LandIrHarvest%FullControl

LandIrPotentialReached 

Retrieved from "https://pardeewiki.du.edu//index.php?title=Aquastat_data&oldid=9266"