AndreaBozzo/ceres-open-data-index huggingface dataset:
Ethiopia - Subnational Administrative Boundaries

Ethiopia administrative level 0-3 boundaries (COD-AB) dataset version 04.  
  
This dataset is structured into 3 levels:  
- Admin 1: 15 Region  
- Admin 2: 107 Zone  
- Admin 3: 1148 Woreda  
  
  
Note: Addis Ababa serves as the national capital and admin1 capital for Addis Ababa and Oromia regions.  
  
  
Dates associated with this dataset:  
- 01 December 2025: dataset reviewed for accuracy and completeness  
- 01 January 2025: valid for use by the humanitarian community  
- 01 November 2025: last edit to the dataset before publishing  
- 01 August 2023: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Eritrea - Subnational Administrative Boundaries

Eritrea administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 6 Zoba  
- Admin 2: 58 Sub-Zoba  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 27 April 2020: valid for use by the humanitarian community  
- 29 April 2020: last edit to the dataset before publishing  
- 29 April 2020: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Southern and Eastern Africa (ROSEA)](https://data.humdata.org/organization/ocha-rosea).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
UNOSAT Damage Assessment Overview Map - Livoberezhnyi and Zhovtnevyi Districts, Mariupol City, Ukraine

**UNOSAT code: CE20220223UKR**  This map illustrates a satellite imagery based damage analysis within an area of interest (AOI) in the residential area of Mariupol City, Ukraine.

Based on imagery collected on 14 March 2022 and 21 June 2021, analysts found that 773 out of 17,594 structures sustained visible damage in the AOI. This represents approximately 4% of the structures. Out of these, 62 are destroyed, 315 severely damaged, 321 moderately damaged and 75 possibly damaged. This includes 8 schools and 4 health facilities.

This analysis is based on structures visibly damaged as of 14 March 2022 as seen in marginally degraded satellite imagery. This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: complex emergency-conflict-security, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Dominican Republic - Subnational Administrative Boundaries

Dominican Republic administrative level 0-4 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 4 levels:  
- Admin 1: 10 region  
- Admin 2: 32 province or national district (distrito nacional)  
- Admin 3: 155 municipio  
- Admin 4: 386 dm(?)  
  
  
Dates associated with this dataset:  
- 17 February 2025: dataset reviewed for accuracy and completeness  
- 29 June 2021: valid for use by the humanitarian community  
- 06 September 2017: last edit to the dataset before publishing  
- 06 September 2017: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Cuba - Subnational Administrative Boundaries

Cuba administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 16 province  
- Admin 2: 168 municipio  
  
  
Note: nan  
  
  
Dates associated with this dataset:  
- 21 June 2019: dataset reviewed for accuracy and completeness  
- 21 June 2019: valid for use by the humanitarian community  
- 21 June 2019: last edit to the dataset before publishing  
- 07 September 2017: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Malawi - Population and Housing Census 2018

The 2018 [Population and Housing Census](http://www.nsomalawi.mw) (2018 PHC) was conducted by the National Statistical Office (NSO). The 2018 PHC is the sixth in the series having conducted the previous ones in 1966, 1977, 1987, 1998 and 2008. The following reports present the main results of the 2018 Population and Housing Census (PHC) that was conducted from 3 – 23 September 2018 by the National Statistical Office (NSO).  The Census enumeration was successfully conducted by the large teams of enumerators and supervisors after undergoing rigorous training prior to their deployment. The planning and organizational structure put in place ensured good household coverage. The 2018 PHC was the first one to be conducted on the Computer Assisted Personal Interview (CAPI) programme. The data was collected and captured on tablets and transmitted to the NSO server electronically via the internet. This process is very efficient and reduces the time for data processing and cleaning as these processes are done at the data capture stage in the field.

Please consult the [Malawi Data Dissemination Platform](https://www.nsomalawi.mw/) to get more data. The website uses an unsecure http format, which is not problematic for consulting the data. Avoid the browser block.

Data also available in [GHDx](https://ghdx.healthdata.org/record/malawi-population-and-housing-census-2018)


Tags: census, demographics, economics, health, indicators, socioeconomics
Organization: Health Cluster
Ethiopia: Normalized Difference Turbidity Index (NDTI)

Water turbidity index analysis is a powerful, decision-oriented approach that converts raw water quality measurements into actionable insights for policymakers, planners, and environmental managers, and it is widely applied in hydrology, environmental monitoring, and GIS-based water resource management. In particular, the Normalized Difference Turbidity Index (NDTI) plays a critical role in detecting suspended sediments and assessing water clarity using remote sensing data. In this study, Sentinel-2 Level-2A (Surface Reflectance) imagery processed and atmospherically corrected by the European Space Agency through the Sen2Cor algorithm was utilized. The workflow includes cloud masking, water body extraction to ensure turbidity is only measured over water surfaces, and subsequent computation of the turbidity index. The NDTI is calculated using the formula: NDTI=(R_red-R_green)/(R_red+R_green )where R_redand R_greenrepresent the reflectance values in the red and green spectral bands, respectively. In Ethiopia, elevated turbidity levels often indicate soil erosion, surface runoff, or industrial discharge, making such analyses essential for reservoir sedimentation management, aquatic ecosystem protection, and ensuring safe drinking water supplies. However, it is important to interpret results contextually; for example, Lake Langano is naturally characterized by high turbidity due to its elevated mineral content (such as sulfur and soda) and suspended sediments, particularly during rainy seasons, which does not necessarily imply pollution or unsafe water conditions.

Tags: disaster risk reduction-drr, environment, flooding, water sanitation and hygiene-wash
Organization: 3iS
Burkina Faso Current Situation FEWS NET Acute Food Insecurity Classifications Geographic Data for 2016

The FEWS NET Data Warehouse is **currently unavailable**. Datasets on HDX that refer to the Data Warehouse have been archived.

Burkina Faso Current Situation FEWS NET Acute Food Insecurity Classifications Geographic data for 2016

Tags: food security, integrated food security phase classification-ipc
Organization: FEWS NET
Zimbabwe - Subnational Administrative Boundaries

Zimbabwe administrative level 0-3 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 3 levels:  
- Admin 1: 10 Province  
- Admin 2: 91 District  
- Admin 3: 1961 Ward  
  
  
Dates associated with this dataset:  
- 28 January 2025: dataset reviewed for accuracy and completeness  
- 11 September 2018: valid for use by the humanitarian community  
- 31 August 2018: last edit to the dataset before publishing  
- 31 August 2018: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Southern and Eastern Africa (ROSEA)](https://data.humdata.org/organization/ocha-rosea).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Yemen - Subnational Administrative Boundaries

Yemen administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 22 Governorate  
- Admin 2: 335 District  
  
  
Dates associated with this dataset:  
- 23 December 2024: dataset reviewed for accuracy and completeness  
- 22 November 2019: valid for use by the humanitarian community  
- 09 October 2023: last edit to the dataset before publishing  
- 09 October 2023: boundaries created by the source  
  
Contributed by [OCHA Yemen](https://data.humdata.org/organization/ocha-yemen).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Viet Nam - Subnational Administrative Boundaries

Viet Nam administrative level 0-1 boundaries (COD-AB) dataset version 02.  
  
This dataset is structured into 1 level:  
- Admin 1: 34 Province  
  
  
Dates associated with this dataset:  
- 25 September 2025: dataset reviewed for accuracy and completeness  
- 25 September 2025: valid for use by the humanitarian community  
- 25 September 2025: last edit to the dataset before publishing  
- 01 July 2025: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Asia and the Pacific (ROAP)](https://data.humdata.org/organization/ocha-roap).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Türkiye - Subnational Administrative Boundaries

Türkiye administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 81 Province (İl)  
- Admin 2: 973 District (İlçe)  
  
  
Dates associated with this dataset:  
- 16 January 2025: dataset reviewed for accuracy and completeness  
- 01 January 2022: valid for use by the humanitarian community  
- 30 March 2014: last edit to the dataset before publishing  
- 30 March 2014: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Thailand - Subnational Administrative Boundaries

Thailand administrative level 0-3 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 3 levels:  
- Admin 1: 77 Province  
- Admin 2: 928 District  
- Admin 3: 7425 Sub-district (Tambon)  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 22 January 2022: valid for use by the humanitarian community  
- 01 January 2022: last edit to the dataset before publishing  
- 01 January 2022: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Asia and the Pacific (ROAP)](https://data.humdata.org/organization/ocha-roap).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Chad - Subnational Administrative Boundaries

Chad administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 23 Province  
- Admin 2: 70 Departement  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 12 February 2025: valid for use by the humanitarian community  
- 04 September 2012: last edit to the dataset before publishing  
- 04 September 2012: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Syrian Arab Republic - Subnational Administrative Boundaries

Syrian Arab Republic administrative level 0-3 boundaries (COD-AB) dataset version 02.  
  
This dataset is structured into 3 levels:  
- Admin 1: 14 Governorate  
- Admin 2: 62 District  
- Admin 3: 272 Sub-district  
  
  
Dates associated with this dataset:  
- 01 April 2024: dataset reviewed for accuracy and completeness  
- 17 December 2020: valid for use by the humanitarian community  
- 01 January 1960: last edit to the dataset before publishing  
- 01 January 1960: boundaries created by the source  
  
Contributed by [OCHA Syria](https://data.humdata.org/organization/ocha-rosc).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Somalia - Subnational Administrative Boundaries

Somalia administrative level 0-2 boundaries (COD-AB) dataset version 03.  
  
This dataset is structured into 2 levels:  
- Admin 1: 18 Region  
- Admin 2: 91 District  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 08 January 2025: valid for use by the humanitarian community  
- 23 June 1984: last edit to the dataset before publishing  
- 23 June 1984: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
The Democratic Republic of the Congo Near Term Projection  FEWS NET Acute Food Insecurity Classifications Geographic Data for 2019

The FEWS NET Data Warehouse is **currently unavailable**. Datasets on HDX that refer to the Data Warehouse have been archived.

The Democratic Republic of the Congo Near Term Projection  FEWS NET Acute Food Insecurity Classifications Geographic data for 2019

Tags: food security, integrated food security phase classification-ipc
Organization: FEWS NET
El Salvador - Subnational Administrative Boundaries

El Salvador administrative level 0-3 boundaries (COD-AB) dataset version 02.  
  
This dataset is structured into 3 levels:  
- Admin 1: 14 departamento  
- Admin 2: 48 municipio  
- Admin 3: 266 distrito  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 19 August 2024: valid for use by the humanitarian community  
- 29 May 2020: last edit to the dataset before publishing  
- 29 May 2020: boundaries created by the source  
  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Senegal - Subnational Administrative Boundaries

Senegal administrative level 0-3 boundaries (COD-AB) dataset version 02.  
  
This dataset is structured into 3 levels:  
- Admin 1: 14 region  
- Admin 2: 46 departement  
- Admin 3: 125 arrondissement  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 20 May 2024: valid for use by the humanitarian community  
- 30 April 2019: last edit to the dataset before publishing  
- 30 April 2019: boundaries created by the source  
  
Contributed by [OCHA West and Central Africa (ROWCA)](https://data.humdata.org/organization/ocha-rowca).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Sudan - Subnational Administrative Boundaries

Sudan administrative level 0-2 boundaries (COD-AB) dataset version 03.  
  
This dataset is structured into 2 levels:  
- Admin 1: 19 State  
- Admin 2: 189 Locality  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 31 August 2020: valid for use by the humanitarian community  
- 13 August 2013: last edit to the dataset before publishing  
- 13 August 2013: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Southern and Eastern Africa (ROSEA)](https://data.humdata.org/organization/ocha-rosea).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
State of Palestine - Subnational Administrative Boundaries

State of Palestine administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 2 Territory or Region?  
- Admin 2: 16 Governorate  
  
  
Dates associated with this dataset:  
- 24 December 2024: dataset reviewed for accuracy and completeness  
- 19 October 2023: valid for use by the humanitarian community  
- 28 September 1995: last edit to the dataset before publishing  
- 28 September 1995: boundaries created by the source  
  
Contributed by [OCHA occupied Palestinian territory (oPt)](https://data.humdata.org/organization/ocha-opt).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, crisis-opt-israel-hostilities, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Democratic People's Republic of Korea - Subnational Administrative Boundaries

Democratic People's Republic of Korea administrative level 0-2 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 2 levels:  
- Admin 1: 11 Province, Special City  
- Admin 2: 179 County, City, Special City  
  
  
Dates associated with this dataset:  
- 31 October 2024: dataset reviewed for accuracy and completeness  
- 24 June 2019: valid for use by the humanitarian community  
- 01 January 2008: last edit to the dataset before publishing  
- 01 January 2008: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Asia and the Pacific (ROAP)](https://data.humdata.org/organization/ocha-roap).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)
Papua New Guinea - Subnational Administrative Boundaries

Papua New Guinea administrative level 0-3 boundaries (COD-AB) dataset version 01.  
  
This dataset is structured into 3 levels:  
- Admin 1: 22 Province, Autonomous Region, and National Capital District  
- Admin 2: 87 District  
- Admin 3: 326 Local Government Area  
  
  
Dates associated with this dataset:  
- 30 October 2025: dataset reviewed for accuracy and completeness  
- 08 May 2019: valid for use by the humanitarian community  
- 10 May 2019: last edit to the dataset before publishing  
- 10 May 2019: boundaries created by the source  
  
Contributed by [OCHA Regional Office for Asia and the Pacific (ROAP)](https://data.humdata.org/organization/ocha-roap).  
Quality assured, configured, and published by [OCHA Field Information Services (FIS)](https://data.humdata.org/organization/ocha-fiss) and [HDX](https://data.humdata.org/organization/hdx).  
  
Part of the dataset: [Global Subnational Administrative Boundaries](https://data.humdata.org/dataset/cod-ab-global)

Tags: administrative boundaries-divisions, gazetteer, geodata
Organization: OCHA Field Information Services Section (FISS)