AndreaBozzo/ceres-open-data-index huggingface dataset:
Nigeria Displacement Data - North Central & West Zones - Location Assessment [IOM DTM]

The datasets cover the period of 4 September 2019 - 30 December 2021 and includes the states mostly affected by displacement including Benue,Nasarawa, Kaduna, Kano, Katsina, Plateau, Sokoto and Zamfara.

Tags: displacement, hxl, internally displaced persons-idp, west africa
Organization: International Organization for Migration (IOM)
GRID3 MUS - Settlement Extents v3.0

The GRID3 MUS - Settlement Extents v3.0 consists of a geographic representation of settlements in Mauritius, 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 Mauritius 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 MUS - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 MRT - Settlement Extents v3.0 consists of a geographic representation of settlements in Mauritania, 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 Mauritania 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 MRT - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 MOZ - Settlement Extents v3.0 consists of a geographic representation of settlements in Mozambique, 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 Mozambique 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 MOZ - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 MLI - Settlement Extents v3.0 consists of a geographic representation of settlements in Mali, 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 Mali 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 MLI - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 MDG - Settlement Extents v3.0 consists of a geographic representation of settlements in Madagascar, 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 Madagascar 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 MDG - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 LSO - Settlement Extents v3.0 consists of a geographic representation of settlements in Lesotho, 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 Lesotho 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 LSO - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 LBR - Settlement Extents v3.0 consists of a geographic representation of settlements in Liberia, 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 Liberia 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 LBR - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 KEN - Settlement Extents v3.0 consists of a geographic representation of settlements in Kenya, 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 Kenya 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 KEN - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 GNQ - Settlement Extents v3.0 consists of a geographic representation of settlements in Equatorial Guinea, 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 Equatorial Guinea 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 GNQ - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 GNB - Settlement Extents v3.0 consists of a geographic representation of settlements in Guinea-Bissau, 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 Guinea-Bissau 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 GNB - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


Tags: geodata, populated places-settlements
Organization: GRID3
Ethiopia - Malaria Incidence Rate 1990-2019

The dataset available at the [Ethiopian Health Data Analytics and Visualization Hub](https://vizhub.ephi.gov.et/pages/bod/malaria_incidence/malaria_incidenceByRegions.php) provides information on malaria incidence rates across various regions (Adm 1) in Ethiopia from 1990 to 2019.

Tags: health, malaria
Organization: 3iS
GRID3 GMB - Settlement Extents v3.0

The GRID3 GMB - Settlement Extents v3.0 consists of a geographic representation of settlements in The Gambia, 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 The Gambia 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 GMB - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 GIN - Settlement Extents v3.0 consists of a geographic representation of settlements in Guinea, 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 Guinea 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 GIN - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 GHA - Settlement Extents v3.0 consists of a geographic representation of settlements in Ghana, 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 Ghana 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 GHA - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 GAB - Settlement Extents v3.0 consists of a geographic representation of settlements in Gabon, 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 Gabon 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 GAB - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

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

The GRID3 ETH - Settlement Extents v3.0 consists of a geographic representation of settlements in Ethiopia, 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 Ethiopia 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 ETH - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

Tags: geodata, populated places-settlements
Organization: GRID3
Ethiopia - Google Open Buildings

Building footprints are useful for a range of important applications, from population estimation, urban planning and humanitarian response, to environmental and climate science. This large-scale open dataset contains the outlines of buildings derived from high-resolution satellite imagery in order to support these types of uses. 

For each building in this dataset we include the polygon describing its footprint on the ground, a confidence score indicating how sure we are that this is a building, and a Plus Code corresponding to the centre of the building. There is no information about the type of building, its street address, or any details other than its geometry.

More information at [Google Open Buildings](https://sites.research.google/gr/open-buildings/)

Tags: africa, facilities-infrastructure, geodata, populated places-settlements
Organization: 3iS
GRID3 ERI - Settlement Extents v3.0

The GRID3 ERI - Settlement Extents v3.0 consists of a geographic representation of settlements in Eritrea, 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 Eritrea 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 ERI - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 DJI - Settlement Extents v3.0 consists of a geographic representation of settlements in Djibouti, 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 Djibouti 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 DJI - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

The GRID3 CPV - Settlement Extents v3.0 consists of a geographic representation of settlements in Cabo Verde, 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 Cabo Verde 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 CPV - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].

Tags: geodata, populated places-settlements
Organization: GRID3