Severity Agriculture livestock Humanitarian Datasets | Find Crisis Data

Central America - Crops Vegetation and Standardized Precipitation Index

100+ Downloads

Time Period of the Dataset [?]: January 01, 2020-April 01, 2025 ... More

This dataset updates: As needed

Database containing information related to precipitation indices useful for analysing and comparing variations in precipitation over time and in different geographical regions and indices used in the analysis of vegetation and crops to monitor their activity and detect their presence in the territory. Key variables: Atmospherically Resistant Vegetation Index (ARVI), Normalized Difference Vegetation (NDVI), Enhanced Vegetation Index (EVI) and Structure Insensitive Pigment Index (SIPI) for rainfall information and Standardized Precipitation Index (SPI1, SPI3, SPI6, SPI9 and SPI12) for vegetation information. The indicators between SPI1 - SPI3 refer to short time periods (indicator for immediate impacts) while SPI3 - SPI12 is for more medium-term impact measurements. Each vegetation index is based on a set of data that can be collected through remote sensing, such as satellite imagery, and is designed to measure different vegetation and crop characteristics. The data are categorised by country, department and municipality and by year and month. The indices refer to the monthly average. Vegetation and precipitation data have been produced and transformed by GIS4Tech. For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform: https://predisan.gis4tech.com/ca4

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Central America - Productivity by country

Acción contra el hambre - GIS4tech

10+ Downloads

Time Period of the Dataset [?]: March 01, 2004-May 16, 2025 ... More

This dataset updates: As needed

This dataset shows a comparison of the production of staple grains, green coffee, and sugar in El Salvador, Guatemala, Honduras, and Nicaragua. Units of measurement are: staple grains in thousands of metric tons (1,000 MT), coffee in thousands of 60-kilogram bags (K.60Kg Bags), and sugar in thousands of hectares (K.HA). The data are from the United States Department of Agriculture (USDA) database. For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

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Central America - Classification of Municipal Agricultural Productivity

Acción contra el hambre - GIS4tech

Time Period of the Dataset [?]: January 01, 2024-December 31, 2024 ... More

This dataset updates: As needed

The dataset shows the agricultural productivity level of each product in different municipalities, based on data collected from censuses conducted by the Ministries of Agriculture in Guatemala, El Salvador, Nicaragua and Honduras in 2024. For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

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Central America - Basic Food Prices in USD

Acción contra el hambre - GIS4tech

100+ Downloads

Time Period of the Dataset [?]: March 01, 2022-May 09, 2025 ... More

This dataset updates: As needed

Evolution over time of basic food prices in Guatemala, Nicaragua and Honduras expressed in US dollars (USD) according to different sources of information. For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

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Central America - Coffee, Sugar and Banana Prices per Pound

Acción contra el hambre - GIS4tech

20+ Downloads

Time Period of the Dataset [?]: January 01, 2000-April 01, 2025 ... More

This dataset updates: As needed

The dataset presents the global price of coffee for mild arabica varieties, bananas, and sugar per pound, expressed in US dollars for Central America in general. The data have been assessed based on information obtained from the Federal Reserve Bank of St. Louis (FRED). For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.

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Syrian Arab Republic: Humanitarian Needs

OCHA Humanitarian Programme Cycle Tools (HPC Tools)

2800+ Downloads

Time Period of the Dataset [?]: January 01, 2017-December 31, 2025 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: Humanitarian Needs Overview

This dataset was compiled by the United Nations Office for the Coordination of Humanitarian Affairs (UNOCHA) on behalf of the Humanitarian Country Team and partners. It provides the Humanitarian Country Team’s shared understanding of the crisis, including the most pressing humanitarian need and the estimated number of people who need assistance, and represents a consolidated evidence base and helps inform joint strategic response planning.

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HDX Signals

HDX

400+ Downloads

Time Period of the Dataset [?]: May 15, 1998-May 10, 2025 ... More

This dataset updates: Every week

HDX Signals monitors key datasets and generates automated emails when significant, negative changes are detected. Receive signals direct in your inbox by signing up on the home page. Explore historical signals and access all email content in the resources below.

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West Africa - Biomass Yearly Productions and Anomalies from 1999 to 2024:...

Action Against Hunger ACF - Regional Office for West and Central Africa ROWCA

1900+ Downloads

Time Period of the Dataset [?]: January 01, 1999-December 31, 2024 ... More

This dataset updates: Every year

Yearly biomass Production and anomalies retrieved from DMP and computed by BioGenerator The data used comes from the data generated by the COPERNICUS terrestrial service, the European Commission's Earth observation programme. The research that led to the current version of the product has received funding from various research and technical development programmes of the European Commission. The product is based on data from PROBA-V (©) and SPOT-VEGETATION (©) ESA. These data are freely accessible for humanitarian or research purposes. Any commercial exploitation of this data is prohibited. No compensation can be demanded in exchange for the dissemination of this data. Anomaly file values: [0; 200]: Anomaly expressed as a % of the average (1999-today) -9999: No data -9998: Biomass always zero -9997: Season not started yet -9996: Biomass too low -9995: Outside area of interest Biomass file values: [0 ; +inf[: Yearly biomass production (kg/ha) -9999: No data -9995: Outside area of interest For more information, please visit: www.sigsahel.info Productions annuelles de biomasse et anomalies en Afrique de l'Ouest de 1999 à 2024 : version raster Production annuelle de biomasse et anomalies extraites du DMP et calculées par BioGenerator Les données utilisées sont issues des données générées par le service terrestre COPERNICUS, le programme d'observation de la Terre de la Commission européenne. La recherche qui a conduit à la version actuelle du produit a reçu un financement de divers programmes de recherche et de développement technique de la Commission européenne. Le produit est basé sur les données de PROBA-V (©) et SPOT-VEGETATION (©) ESA. Ces données sont accessibles librement à des fins humanitaires ou de recherche. Toute exploitation commerciale de ces données est interdite. Aucune compensation ne peut être exigée en échange de la diffusion de ces données. Valeurs des fichiers d'anomalies : [0 ; 200] : Anomalie exprimée en % de la moyenne (1999-aujourd'hui) -9999 : Aucune donnée -9998 : Biomasse toujours nulle -9997 : Saison pas encore commencée -9996 : Biomasse trop faible -9995 : Hors zone d'intérêt Valeurs des fichiers de biomasse : [0 ; +inf[ : Production annuelle de biomasse (kg/ha) -9999 : Aucune donnée -9995 : En dehors de la zone d'intérêt Pour plus d'informations, veuillez visiter : www.sigsahel.info

GeoTIFF

FAO Data in Emergencies Monitoring System (DIEM)

Food and Agriculture Organization (FAO) of the United Nations

1900+ Downloads

Time Period of the Dataset [?]: December 01, 2022-March 06, 2025 ... More

This dataset updates: As needed

The Food and Agriculture Organization of the United Nations (FAO) has developed a monitoring system in 26 food crisis countries to better understand the impacts of various shocks on agricultural livelihoods, food security and local value chains. The Monitoring System consists of primary data collected from households on a periodic basis (more or less every four months, depending on seasonality). Data are collected through Computer-Assisted Telephone Interviews (CATI) and in-person surveys where the circumstances allow for field access. As the system is developed, the information collected and analyzed is being used to guide strategic decisions, to design programmes and to inform analytical processes such as the Integrated Phase Classification (IPC) and the Humanitarian Needs Overview (HNO). At the core of the system is a standardized household questionnaire administered to around 150,000 households per year across the 26 countries. Standardization permits comparisons across time and space, considerably enhancing the utility of the data for decision makers. At minimum the household data are representative at Admin 1 level (e.g. province, or region) and in frequent cases at Admin 2 level (e.g. district). Core funding for this initiative comes from the United States Agency for International Development (USAID). The initiative also benefits from support from the European Union and FAO’s Special Fund for Emergency and Rehabilitation (SFERA). In each aggregated field, the values indicate the frequencies of the different responses, expressed as a weighted percentage of the total sample. The present datasets represents aggregated data referring to household interviews performed after December 2022. At every new survey data release, after cleaning and validation phases, aggregated data is appended to the present dataset. For real-time updates, for accessing archived data and for additional survey-specific information, please visit the DIEM Hub: https://data-in-emergencies.fao.org/ View the column descriptions here. Metadata available here. Questionnaires used for data collection available here. Reference administrative boundaries (levels 0, 1 and 2) available here in GIS format.

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Haiti - Humanitarian Access Severity

OCHA Haiti

200+ Downloads

Time Period of the Dataset [?]: April 30, 2023-December 12, 2024 ... More

This dataset updates: Every year

Humanitarian access constraints data compiled at national level based on workshops in the 10 Departements (admin 1). The dataset provides an estimation on the severity level for different type of actors and different types of access constraints.

XLSX

INFORM Severity Index

ACAPS

13000+ Downloads

Time Period of the Dataset [?]: January 01, 2019-April 30, 2025 ... More

This dataset updates: Every month

The INFORM Severity Index is a regularly updated, and easily interpreted model for measuring the severity of humanitarian crisis globally. It is a composite index, which brings together 31 core indicators, organised in three dimensions: impact, conditions of affected people, and complexity. All the indicators are scored on a scale of 1 to 5. These scores are then aggregated into components, the three dimensions (Impact, Conditions, Complexity), and the overall severity category based on the analytical framework. The three dimensions have been weighted according to their contribution to severity: impact of the crisis (20%); conditions of affected people (50%); complexity (30%). The weightings are currently a best estimate and will be refined using expert analysis and statistical methods. Each crisis will fall into 1 of 5 categories based on their score ranging from very low to high. ACAPS – an INFORM technical partner – is responsible for collection, cleaning, analysis and input of data into the model and the production of the final results. Read more about the INFORM Severity Index: https://www.acaps.org/en/thematics/all-topics/inform-severity-index Users can specify time period and download from: https://www.acaps.org/en/data#dataset-3

XLSX

Colombia: Cálculo de las Personas en Necesidad (PiN) y las Severidades del...

3iSolution

Time Period of the Dataset [?]: January 01, 2025-December 31, 2025 ... More

This dataset updates: As needed

El archivo tiene los resultados del cálculo de las Personas en Necesidad (PiN) y las Severidades del clúster de Alojamientos y Asentamientos (AyA) para el año 2025 en Colombia.

XLSX

Zimbabwe - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

600+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.

CSV

Zimbabwe - Agriculture and Rural Development

World Bank Group

400+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

Zambia - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

400+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.

CSV

Zambia - Agriculture and Rural Development

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

South Africa - Economic, Social, Environmental, Health, Education,...

World Bank Group

500+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.

CSV

South Africa - Agriculture and Rural Development

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

Yemen, Rep. - Economic, Social, Environmental, Health, Education,...

World Bank Group

700+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Climate Change, External Debt, Trade.

CSV

Yemen, Rep. - Agriculture and Rural Development

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

Samoa - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Climate Change, External Debt, Trade.

CSV

Samoa - Agriculture and Rural Development

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

Vanuatu - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Climate Change, External Debt, Trade.

CSV

Vanuatu - Agriculture and Rural Development

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

CSV

Viet Nam - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

100+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.

CSV