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  • Central America - Crops Vegetation and Standardized Precipitation Index
    Acciรณn contra el hambre - GIS4tech
    100+ Downloads
    Time Period of the Dataset [?]: January 01, 2020-May 15, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 23 November 2023
    Less
    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
  • Central America - Productivity by country
    Acciรณn contra el hambre - GIS4tech
    10+ Downloads
    Time Period of the Dataset [?]: March 01, 2004-May 15, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 8 April 2025
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    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.
  • Central America - Classification of Municipal Agricultural Productivity
    Acciรณn contra el hambre - GIS4tech
    Time Period of the Dataset [?]: January 01, 2024-May 15, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 8 April 2025
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    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.
  • Central America - Basic Food Prices in USD
    Acciรณn contra el hambre - GIS4tech
    100+ Downloads
    Time Period of the Dataset [?]: March 01, 2022-May 15, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 23 November 2023
    Less
    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.
  • Central America - Coffee, Sugar and Banana Prices per Pound
    Acciรณn contra el hambre - GIS4tech
    20+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-May 15, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 10 April 2025
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    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.
  • HDX HAPI Data for Zimbabwe
    HDX Humanitarian API Data
    600+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Zambia
    HDX Humanitarian API Data
    300+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for South Africa
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-May 31, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Yemen
    HDX Humanitarian API Data
    600+ Downloads
    Time Period of the Dataset [?]: January 01, 2001-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Vanuatu
    HDX Humanitarian API Data
    200+ Downloads
    Time Period of the Dataset [?]: January 01, 2008-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Saint Vincent and the Grenadines
    HDX Humanitarian API Data
    200+ Downloads
    Time Period of the Dataset [?]: January 01, 2001-December 31, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Ukraine
    HDX Humanitarian API Data
    500+ Downloads
    Time Period of the Dataset [?]: January 01, 2001-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Uganda
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Chad
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Syrian Arab Republic
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for South Sudan
    HDX Humanitarian API Data
    500+ Downloads
    Time Period of the Dataset [?]: January 15, 2006-December 31, 2029 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Somalia
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 15, 1995-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for El Salvador
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 2001-December 31, 2026 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Sudan
    HDX Humanitarian API Data
    500+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Papua New Guinea
    HDX Humanitarian API Data
    200+ Downloads
    Time Period of the Dataset [?]: January 01, 2001-May 31, 2025 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Philippines
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2027 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Peru
    HDX Humanitarian API Data
    300+ Downloads
    Time Period of the Dataset [?]: January 15, 1995-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Pakistan
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2026 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Nepal
    HDX Humanitarian API Data
    300+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI Data for Nigeria
    HDX Humanitarian API Data
    500+ Downloads
    Time Period of the Dataset [?]: January 01, 1997-December 31, 2028 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    Less
    This dataset updates: Every day
    This dataset is part of the data series [?]: HDX HAPI - Data by Country
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.