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Central America - Crops Vegetation and Standardized Precipitation Index

100+ Downloads

Time Period of the Dataset [?]: January 01, 2020-May 12, 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

Time Period of the Dataset [?]: March 01, 2004-May 12, 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

10+ Downloads

Time Period of the Dataset [?]: January 01, 2024-May 12, 2025 ... 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. 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 12, 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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Syria (SYR): Attacks on Aid Operations, Education, Health Care and...

Insecurity Insight

1500+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: As needed

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, food security, health care services and refugee and IDP camps in Syria. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Mexico (MEX): Attacks on Aid Operations and Health Care

Insecurity Insight

300+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: As needed

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, and health care services in Mexico. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Central African Republic (CAF): Attacks on Aid Operations and Health Care

Insecurity Insight

1000+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, and health care services in the CAR. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Haiti (HTI): Attacks on Aid Operations and Health Care

Insecurity Insight

800+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, and health care services in Haiti. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Iraq (IRQ): Attacks on Aid Operations and Health Care

Insecurity Insight

300+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, and health care services in Iraq. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Niger (NER): Attacks on Aid Operations and Health Care

Insecurity Insight

700+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, food security and health care services in Niger. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Mali (MLI): Attacks on Aid Operations and Health Care

Insecurity Insight

1100+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, health care services and food security in Mali. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Ethiopia (ETH): Attacks on Aid Operations, Education, Health Care and...

Insecurity Insight

2000+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, health care services and refugee and IDP camps in Ethiopia. They also p2020-2024 ETH Aid Worker KIKA Incident Datarovide information on incidents of conflict related sexual violence (CRSV) and explosive weapons use affecting aid access, education and health care services. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Democratic Republic of the Congo (COD): Attacks on Aid Operations,...

Insecurity Insight

2200+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, food security, health care services and refugee and IDP camps in the DRC. They also provide information on incidents of conflict related sexual violence (CRSV). Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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South Sudan (SSD): Attacks on Aid Operations, Education, Health Care and...

Insecurity Insight

1200+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, health care services and refugee and IDP camps in South Sudan. They also provide information on incidents of conflict related sexual violence (CRSV). Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Ukraine (UKR): Attacks on Aid Operations, Education, Health Care, and...

Insecurity Insight

1900+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, health care services and refugee and IDP camps in Ukraine.They also provide information on incidents of conflict related sexual violence (CRSV) and explosive weapons use affecting aid access, education and health care services. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight. Data containing details on locations of security incidents and, in particular, attacks on health facilities is available on request.

XLSX

Cameroon (CMR): Attacks on Aid Operations, Education and Health Care

Insecurity Insight

1200+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education and health care services in Cameroon. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Burkina Faso (BFA): Attacks on Aid Operations, Education and Health Care

Insecurity Insight

1700+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education and health care services in Burkina Faso. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Sudan (SDN): Attacks on Aid Operations, Education, Health Care and...

Insecurity Insight

3200+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, food security, health care services and refugee and IDP camps in Sudan.They also provide information on incidents of conflict related sexual violence (CRSV) and explosive weapons use affecting aid access, education and health care services. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

State of Palestine (PSE): Attacks on Aid Operations, Education, Health Care...

Insecurity Insight

3600+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, education, food security, health care services and refugee and IDP camps in the oPt. They also provide information on incidents of conflict related sexual violence (CRSV) and explosive weapons use affecting aid access, education and health care services. Also included are datasets cited in the Safeguarding Health in Conflict Coalition (SHCC)'s annual reports. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Attacks on Health Care Monthly News Brief Data

Insecurity Insight

3000+ Downloads

Time Period of the Dataset [?]: January 01, 2016-April 21, 2025 ... More

This dataset updates: As needed

This dataset contains agency- and open source events published in the Attacks on Health Care News Brief. Categorized by country. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org See here for data supporting the Safeguarding Health in Conflict Coalition (SHCC).

XLSX

Myanmar Health Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

400+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

This dataset updates: Every day

This dataset is part of the data series [?]: HOTOSM - Health Facilities

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may have these attributes: name name:en amenity building healthcare healthcare:speciality operator:type capacity:persons addr:full addr:city source name:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

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

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

1700+ 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

HDX Signals

HDX

400+ Downloads

Time Period of the Dataset [?]: May 15, 1998-April 29, 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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Ukraine: Surveillance System for Attacks on Health Care (SSA)

World Health Organization

700+ Downloads

Time Period of the Dataset [?]: February 24, 2022-May 12, 2025 ... More

This dataset updates: Live

In 2015, the World Health Organization established the Attacks on Health Care (AHC) initiative. This initiative is a priority of WHO’s Health Emergencies Programme. The vision of the initiative is that essential lifesaving health services must be provided to emergency-affected populations unhindered by any form of violence or obstruction. The Surveillance System for Attacks on Health Care (SSA) is one of the outputs of this initiative. The purpose of the WHO Surveillance System for Attacks on Health Care (SSA) is to systematically collect and make available data on attacks on health care, and their immediate impact on health care in countries facing emergencies. Definition of attack WHO defines an attack as any act of verbal or physical violence, threat of violence or other psychological violence, or obstruction that interferes with the availability, access and delivery of curative and/or preventive health services. Criteria for determining the level of certainty of an attack on health care Rumour Social media post (Twitter or Facebook) OR Hearsay OR Form submission from anonymous source Possible Media report from local or international news source OR Communication from an organization not defined in the partner group that an attack has been made against them Probable One eyewitness accounts of the attack as told to one or more SSA partner OR Two secondary accounts (not eyewitnesses) of the attack as told to one or more SSA partner(s) Confirmed Communication from an SSA partner that an attack has been made against them OR One eyewitness account by someone from the SSA partner group OR Two eyewitness accounts of the attack as told to one or more SSA partner(s) OR Types and sources of information that would be graded as ‘Probable’ PLUS-A photo, video or satellite image of the attack or its aftermath, or an international media or police report that provides clear evidence of the attack

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