AndreaBozzo/ceres-open-data-index huggingface dataset:
Afghanistan: Humanitarian Situation Monitoring (HSM) Round 4 KII (Analysis)

Humanitarian Situation Monitoring aims to collect and then triangulate information regarding service provision, sectoral needs, and vulnerabilities in Afghan communities, in order to support geographical and sectoral prioritizations within the 2024 humanitarian response in Afghanistan, particularly in light of the rapidly evolving context in Afghanistan. HSM also seeks to complement the annual household-level 2023 Whole of Afghanistan Assessment, which assesses/validates the multi-sectoral and sectoral needs of target populations in the Humanitarian Needs and Response Plan (HNRP), by filling in information gaps and enhancing response capacity for district-level prioritization.

Tags: agriculture-livestock, education, food security, health, internally displaced persons-idp, livelihoods, markets, needs assessment, non-food items-nfi, protection, shelter, water sanitation and hygiene-wash
Organization: REACH Initiative
Afghanistan: Humanitarian Situation Monitoring (HSM) Round 3 KII (Analysis)

Humanitarian Situation Monitoring aims to collect and then triangulate information regarding service provision, sectoral needs, and vulnerabilities in Afghan communities, in order to support geographical and sectoral prioritizations within the 2024 humanitarian response in Afghanistan, particularly in light of the rapidly evolving context in Afghanistan

Tags: agriculture-livestock, displacement, education, food security, livelihoods, natural disasters, needs assessment, non-food items-nfi, shelter, water sanitation and hygiene-wash
Organization: REACH Initiative
GRID3 ZAF - Settlement Extents v3.0

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

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

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

Tags: geodata, populated places-settlements
Organization: GRID3
Guernsey - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's [Financial Tracking Service](https://fts.unocha.org/), is encoded as utf-8 and the second row of the CSV contains [HXL](http://hxlstandard.org) tags.

Tags: covid-19, funding, hxl
Organization: OCHA Financial Tracking System (FTS)
GRID3 TZA - Settlement Extents v3.0

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

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

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


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

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


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

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


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

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


Tags: geodata, populated places-settlements
Organization: GRID3
Taiwan, Province of China - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's [Financial Tracking Service](https://fts.unocha.org/), is encoded as utf-8 and the second row of the CSV contains [HXL](http://hxlstandard.org) tags.

Tags: covid-19, funding, hxl
Organization: OCHA Financial Tracking System (FTS)
GRID3 STP - Settlement Extents v3.0

The GRID3 STP - Settlement Extents v3.0 consists of a geographic representation of settlements in São Tomé and Príncipe, 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 São Tomé and Príncipe 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 STP - Settlement Extents v3.0. New York: GRID3. [URL]. Accessed [DAY MONTH YEAR].


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

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


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

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


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

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

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

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


Tags: geodata, populated places-settlements
Organization: GRID3
New Caledonia - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's [Financial Tracking Service](https://fts.unocha.org/), is encoded as utf-8 and the second row of the CSV contains [HXL](http://hxlstandard.org) tags.

Tags: covid-19, funding, hxl
Organization: OCHA Financial Tracking System (FTS)
GRID3 SDN - Settlement Extents v3.0

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


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

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

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

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


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

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

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

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


Tags: geodata, populated places-settlements
Organization: GRID3