AndreaBozzo/ceres-open-data-index huggingface dataset:
IGAD Region - Dekadal Combined Drought Indicator (CDI) 2020

Dekadal (10 days) Combined Drought Indicator (CDI) as implemented in the East Africa Drought Watch, and which is used for detecting and monitoring areas that either are affected or have the potential to be affected by meteorological, agricultural and/or hydrological drought.

Tags: climate hazards, climate-weather, drought, hazards and risk
Organization: IGAD Climate Prediction and Applications Center (ICPAC)
GRID3 MYT - Settlement Extents v3.0

The GRID3 MYT - Settlement Extents v3.0 consists of a geographic representation of settlements in Mayotte, in two forms:
(1) settlement polygons, and 
(2) spatial points depicting the centroids of settled grid cells at 3-arc seconds (or ~100 meters) contained within settlement polygons. 

Both layers include attributes as described in the codebooks. 

Recommended Citation:
Center for International Earth Science Information Network (CIESIN), Columbia University. 2024. GRID3 MYT - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


Tags: geodata, populated places-settlements
Organization: GRID3
GRID3 REU - Settlement Extents v3.0

The GRID3 REU - Settlement Extents v3.0 consists of a geographic representation of settlements in Réunion, in two forms:
(1) settlement polygons, and 
(2) spatial points depicting the centroids of settled grid cells at 3-arc seconds (or ~100 meters) contained within settlement polygons. 

Both layers include attributes as described in the codebooks. 

The current version supersedes GRID3 Réunion Settlement Extents, Version 02; the following changes were made:
(1) Development of a new methodology to derive building counts and settlement polygons with open data.
(2) Estimation of a probability value for settlement polygons
(3) Addition of a building-area measure
(4) Replacement of degree of urbanization with classification based on built-up areas, small settlement areas, and hamlets
(5) Elimination of building-count ranges
(6) Elimination of variable comparing to previous versions

Recommended Citation:
Center for International Earth Science Information Network (CIESIN), Columbia University. 2024. GRID3 REU - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


Tags: geodata, populated places-settlements
Organization: GRID3
Kenya - Production of Rice in Irrigation Schemes

Dataset shows rice production in various irrigation schemes over the last five years. The total area cropped increased by 25.1 per cent from 21.9 thousand hectares in 2017 to 27.4 thousand hectares in 2018. This was mainly due to an increase in area under irrigation brought about by sufficient irrigation water in Mwea scheme, which accounted for 84.3 per cent of the total area cropped. The number of plot holders in all schemes also increased by 4.0 per cent to 14,028 in 2018. During the same period, the volume of Paddy produced increased by 38.7 per cent from 81.2 thousand tonnes in 2017 to 112.6 thousand tonnes in 2018 due to availability of irrigation water. The gross value of output increased by 59.1 per cent to KSh 7.0 billion in 2018. Similarly, payments to plot holders increased from KSh 2.2 billion in 2017 to KSh 3.8 billion in 2018.

Tags: food security, livelihoods
Organization: Kenya National Bureau of Statistics (inactive)
Kenya - Per Capita Food Consumption

The Food Balance Sheet (FBS) is a tool that is used to assess the food situation of a given country. It provides a preview of the supply of various food commodities and their subsequent use at primary commodity equivalent. Consequently, the FBS is a national accounting/statistical framework, presenting a comprehensive picture of the pattern of a country’s food supply during a specified reference period. Given the usefulness of the FBS, the Food and Agriculture Organization of the United Nations (FAO) has given considerable attention to its development. As a result, countries have been encouraged to adopt the FBS framework in order to assist in analyzing the food supply situation.
The FBS calculates the average quantity of a given food commodity an individual consumes in a particular year. This is given in terms of kilograms of the food item consumed by an individual. 

Tags: food security
Organization: Kenya National Bureau of Statistics (inactive)
Kenya - Disbursement of Funds to disadvantaged people

The Program for Persons with Severe Disability targets adults and children with severe disabilities who require full time support of a care giver. Total allocation for persons with severe disability is expected to increase by 9.3 per cent from KSh 1.2 billion in 2017/18 to KSh 1.3 billion in 2018/19

Tags: cash voucher assistance-cva, disability, population
Organization: Kenya National Bureau of Statistics (inactive)
Kenya - Members of the County Assemblies by County and Sex

Dataset presents the distribution of members of the County Assemblies by county and sex. Nationally, female members of County Assemblies (MCAs) constituted 34.2 per cent of the total number of MCAs. The proportion of elected women MCAs was 6.6 per cent
while that of nominated women MCAs was 84.0 per cent. Tharaka-Nithi County Assembly had the highest proportion of women MCAs at 41.7 per cent followed by Kisumu and Kajiado Counties at 38.8 per cent and 36.6 per cent, respectively.

Tags: gender
Organization: Kenya National Bureau of Statistics (inactive)
Kenya - Gender Participation in Key Decision Making positions

Dataset summarizes the participation of women and men in key decision making through selected positions of leadership. The proportion of women Diplomatic Corps reduced from 27.6 per cent in 2017 to 23.2 per cent in 2018 while those appointed as County
Commissioners and Deputy County Commissioners reduced from 36.1 per cent and 14.9 per cent in 2017 to 29.8 per cent and 11.5 per cent in 2018 respectively. In the legislature,the proportion of women in both houses of Parliament remained below a third while that
of Members of County Assemblies increased marginally to 33.9 per cent in 2018. The proportion of women judges at the Court of Appeal increased from 31.8 per cent in 2017 to 36.8 per cent in 2018. During the same period, the proportion of women judges at the High
Court marginally increased by 1.4 percentage points.

Tags: gender
Organization: Kenya National Bureau of Statistics (inactive)
Nepal - Work of InterAction Members

InterAction is an alliance of international NGOs, all working to make the world a more peaceful, just, and prosperous place. NGO Aid Map highlights the work of InterAction Member NGOs around the globe.

Tags: children, covid-19, disaster risk reduction-drr, economics, education, environment, facilities-infrastructure, governance and civil society, health, human rights, hxl, maternity, protection, youth
Organization: InterAction (inactive)
COX'S Bazar District - Teknaf and Ukhia Upazila Para and Ward Locations

GPS coordinates of  villages/paras by ward, Union, and Upazila in Ukhia and Teknaf Upazilas, Cox's Bazar District. Mapping visualizations can be found at: https://www.reachresourcecentre.info/country/bangladesh/cycle/1012/#cycle-1012

Tags: migration, refugee crisis
Organization: REACH Initiative
IRC Ethiopia ECHO Funded Emergency Responses 30 June 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between ECHO, IRC, and other implementing partners during emergency response. IRC’s GIS services provide ECHO/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia ECHO Funded ERM VI Emergency Responses 30 June 2018

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia Ongoing Emergency Rapid Responses 31 October 2017 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia all ongoing Emergency Responses, which are funded by all donors (such as OFDA, ECHO, EHF and Others) as of 31 October 2017.

Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Emergency Responses 31 August 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 31 Aug 2018.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Emergency Responses 30 April 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 31 Apr. 2018

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia OFDA Funded Emergency Responses 30 April 2019 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2019.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 30 Apr 2019.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Emergency Responses 31 December 2017 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 31 December 2017.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Emergency Responses 30 April 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC Ethiopia All Emergency Responses as of 30 April 2018.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia Ongoing Emergency Rapid Responses 30 September 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2018. The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia all ongoing Emergency Responses, which are funded by all donors (such as OFDA, ECHO, EHF and Others) as of 30 September 2018.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia OFDA Funded Emergency Responses 31 January 2019 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 31 Jan 2019.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Ongoing Emergency Responses by Sector & Implementing Partner 28 February 2018

IIRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 28 Feb 2018.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia ECHO Funded Emergency Responses 30 September 2017 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia ECHO Funded Emergency Responses as of 30 Sep 2017.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia ECHO Funded Emergency Responses 31 December 2017 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia ECHO Funded Emergency Responses as of 31 Dec 2017.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia ECHO Funded Emergency Responses 31 October 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia ECHO Funded Emergency Responses as of 31 Oct 2018.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Emergency Responses 28 February 2019 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 28 Feb. 2019.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia ECHO Funded Emergency Responses 30 April 2018 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia ECHO Funded Emergency Responses as of 30 Apr 2018.

Tags: geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia
IRC Ethiopia All Ongoing Emergency Responses 31 January 2019 Update

IRC’s GIS unit created this database to allow for a more sustained approach to producing relevant mapping products and geospatial analysis for regions undergoing emergencies, and will fill gaps in information sharing and management between OFDA, IRC, and other implementing partners during emergency response. IRC’s GIS services provide OFDA/Ethiopia with the information and analysis required to monitor the evolution of project / program results and to track project and program impacts across implementing agencies and geographic locations. This dataset contains boundaries of Ethiopian administrative Woredas which are roughly consistent with the actual administrative boundaries for the year 2017.The Woreda boundary contains attribute data (implementing Partners, Situation and Sector Fields) for IRC Ethiopia OFDA Funded Emergency Responses as of 31 January 2019.

Tags: funding, geodata, humanitarian response plan-hrp
Organization: International Rescue Committee Ethiopia