{ "site": "https://bisto.org", "generated": "2026-08-24", "pages": [ { "url": "/", "title": "BISTO Home" }, { "url": "/data", "title": "Dataset Catalog" }, { "url": "/maps", "title": "Interactive Map" }, { "url": "/about", "title": "About BISTO" }, { "url": "/blog", "title": "Blog & Reports" }, { "url": "/news", "title": "News" }, { "url": "/docs", "title": "API Reference (OpenAPI docs)" }, { "url": "/blog/health-climate-2026-08-24", "title": "Climate-Sensitive Health Burden in Bangladesh: Ambient Air Pollution, Vector-Borne Disease and Health-System Vulnerability from WHO GHO and World Bank WDI Indicators, 2000-2024" }, { "url": "/blog/economy-poverty-inequality-bangladesh-2026-08-24", "title": "Economic Transformation, Poverty and Spatial Inequality in Bangladesh, 1983-2024" }, { "url": "/blog/bisto-news-2026-08-24", "title": "BISTO-News-2026-08-24" }, { "url": "/blog/bisto-news-2026-08-23", "title": "BISTO-News-2026-08-23" }, { "url": "/blog/population-displacement-2026-08-22", "title": "Population Concentration and Disaster-Driven Displacement Pressure in Bangladesh: A District-Level Assessment from ORNL LandScan and Multi-Hazard Exposure Layers, 2000-2024" }, { "url": "/blog/population-2026-08-21", "title": "Population Dynamics and Spatial Exposure in Bangladesh: A District-Level Assessment from ORNL LandScan, 2000-2024" }, { "url": "/blog/thermal-lst-2026-08-21", "title": "District-Level Land Surface Temperature and the Built Environment in Bangladesh: a 1 km MODIS Assessment, 2024-2025" }, { "url": "/blog/bisto-news-2026-08-22", "title": "BISTO-News-2026-08-22" }, { "url": "/blog/bisto-news-2026-08-21", "title": "BISTO-News-2026-08-21" }, { "url": "/blog/water-resources-2026-08-19", "title": "Surface Water Dynamics and Water Resources in Bangladesh: A National Assessment from JRC Global Surface Water (Landsat, 1984\u20132024) and 2024 Precipitation" }, { "url": "/blog/forest-loss-hotspots-bangladesh-2026-08-20", "title": "Forest-Loss Hotspots in Bangladesh: A District-Level Assessment of Cumulative Tree Cover Loss, 2001-2025" }, { "url": "/blog/agriculture-food-security-bangladesh-2023", "title": "Agricultural Land Use and Food Security in Bangladesh: 1990\u20132023" }, { "url": "/blog/urbanization-population-bangladesh-2025", "title": "Urbanization and Population Dynamics in Bangladesh: 1960\u20132025" }, { "url": "/blog/bisto-news-2026-08-20", "title": "BISTO-News-2026-08-20" }, { "url": "/blog/forest-change-2026-08-19", "title": "National Forest Disturbance in Bangladesh: A Twenty-Five Year Annual Accounting from 30 m Landsat Time Series" }, { "url": "/blog/bisto-news-2026-08-19", "title": "BISTO-News-2026-08-19" } ], "datasets": [ { "url": "/data/treecover", "title": "Tree cover 2000", "group": "Forests & Biodiversity" }, { "url": "/data/lossyear", "title": "Loss year 2001\u201325", "group": "Forests & Biodiversity" }, { "url": "/data/loss2025", "title": "Forest loss 2025", "group": "Forests & Biodiversity" }, { "url": "/data/loss_drivers", "title": "Loss Drivers 2001\u201325", "group": "Forests & Biodiversity" }, { "url": "/data/mangrove", "title": "Mangrove extent", "group": "Forests & Biodiversity" }, { "url": "/data/worldcover2020", "title": "ESA WorldCover 2020", "group": "Land Use & Land Cover" }, { "url": "/data/lulc2025", "title": "ESRI Land Cover 2025", "group": "Land Use & Land Cover" }, { "url": "/data/dw2026", "title": "Dynamic World 2026", "group": "Land Use & Land Cover" }, { "url": "/data/ndvi2025", "title": "NDVI 2025 (MODIS)", "group": "Agriculture & Food" }, { "url": "/data/agb2022", "title": "Above-ground biomass 2022", "group": "Forests & Biodiversity" }, { "url": "/data/canopy", "title": "Canopy height (GEDI)", "group": "Forests & Biodiversity" }, { "url": "/data/population", "title": "Population (LandScan 2024)", "group": "Population & Demographics" }, { "url": "/data/lst", "title": "Land Surface Temp 2024\u201325", "group": "Climate & Weather" }, { "url": "/data/viirs", "title": "Night Lights 2012\u20132025", "group": "Energy & Infrastructure" }, { "url": "/data/srtm", "title": "Elevation (SRTM 30m)", "group": "Urban & WASH" }, { "url": "/data/gsw_occurrence", "title": "Water Occurrence (JRC)", "group": "Water & Hydrology" }, { "url": "/data/gsw_change", "title": "Water Change (JRC)", "group": "Water & Hydrology" }, { "url": "/data/gsw_seasonality", "title": "Water Seasonality (JRC)", "group": "Water & Hydrology" }, { "url": "/data/gsw_recurrence", "title": "Water Recurrence (JRC)", "group": "Water & Hydrology" }, { "url": "/data/gsw_extent", "title": "Water Extent (JRC)", "group": "Water & Hydrology" }, { "url": "/data/gsw_transitions", "title": "Water Transitions (JRC)", "group": "Water & Hydrology" }, { "url": "/data/hazard_drought", "title": "Drought Risk (OCHA/BARC)", "group": "Disasters & Risk" }, { "url": "/data/hazard_flood", "title": "Flood Proneness (OCHA/BARC)", "group": "Disasters & Risk" }, { "url": "/data/gar15_exposure", "title": "GAR15 Exposure \u2014 Population (UNDRR)", "group": "Disasters & Risk" }, { "url": "/data/hazard_rivererosion", "title": "Riverbanks Erosion (OCHA/BARC)", "group": "Disasters & Risk" }, { "url": "/data/hazard_earthquake", "title": "Seismic Zones IV\u2013VII (OCHA/BARC)", "group": "Disasters & Risk" }, { "url": "/data/unosat_flood", "title": "UNOSAT Flood Water \u2014 Sylhet (22 Jun 2024)", "group": "Disasters & Risk" }, { "url": "/data/ghsl_builtup", "title": "Built-up Surface (GHSL)", "group": "Urban & WASH" }, { "url": "/data/worldpop_pop", "title": "Population Density (WorldPop 2020)", "group": "Population & Demographics" }, { "url": "/data/ghsl_pop", "title": "Population Grid (GHSL)", "group": "Population & Demographics" }, { "url": "/data/rwi_wealth", "title": "Relative Wealth Index (Meta RWI)", "group": "Economy & Livelihoods" }, { "url": "/data/chirps_rain", "title": "Dekadal Rainfall (CHIRPS v2) \u2014 Annual Total 2025", "group": "Climate & Weather" }, { "url": "/data/inform_risk", "title": "INFORM Subnational Risk Index \u2014 Bangladesh (2022)", "group": "Disasters & Risk" } ], "hdx": [ { "url": "https://data.humdata.org/dataset/cod-ab-bgd", "slug": "bgd_admin_boundaries", "title": "Bangladesh - Administrative Boundaries", "group": "Economy & Livelihoods", "source": "HDX / OCHA COD", "license": "Various (see HDX)" }, { "url": "https://data.humdata.org/dataset/satellite-detected-water-extent-over-rangpur-division-bangladesh-as-of-21-jun-2022", "slug": "bgd_flood_2022", "title": "Bangladesh - Flood Extent 2022", "group": "Disasters & Risk", "source": "HDX / Copernicus EMS", "license": "Various (see HDX)" }, { "url": "https://esa-worldcover.org/en", "slug": "bgd_landcover", "title": "Bangladesh - Land Cover", "group": "Climate & Weather", "source": "HDX / ESA WorldCover", "license": "Various (see HDX)" }, { "url": "https://data.humdata.org/dataset/populationa-and-housing-census-dataset", "slug": "bgd_population_2022", "title": "Bangladesh - Population and Housing Census 2022", "group": "Population & Demographics", "source": "HDX / BBS", "license": "Various (see HDX)" }, { "url": "https://data.humdata.org/dataset/bangladesh-hazards", "slug": "hdx-hazards-bangladesh", "title": "Bangladesh - Hazards (Drought risk, Earthquake risk, Flood risk and River erosion risk)", "group": "Disasters & Risk", "source": "OCHA Regional Office for Asia and the Pacific (ROAP)", "license": "Other" }, { "url": "", "slug": "viirs-nightlights", "title": "VIIRS Night-time Lights", "group": "Energy & Infrastructure", "source": "NOAA/NASA", "license": "" }, { "url": "", "slug": "wash-coverage", "title": "WASH Coverage", "group": "Urban & WASH", "source": "WHO/UNICEF JMP", "license": "" }, { "url": "https://data.humdata.org/dataset/gar15-global-exposure-dataset-for-bangladesh", "slug": "hdx-gar15-exposure", "title": "GAR15 Global Exposure Dataset for Bangladesh", "group": "Disasters & Risk", "source": "United Nations Office for Disaster Risk Reduction (UNDRR)", "license": "Other" }, { "url": "https://data.humdata.org/dataset/emdat-country-profiles-bgd", "slug": "hdx-emdat-country-profile", "title": "EM-DAT - Country Profiles, Bangladesh", "group": "Disasters & Risk", "source": "Centre for Research on the Epidemiology of Disasters", "license": "Other" }, { "url": "https://data.humdata.org/dataset/inform-subnational-model-of-bangladesh", "slug": "hdx-inform-subnational", "title": "INFORM subnational model of Bangladesh", "group": "Disasters & Risk", "source": "UN in Bangladesh", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/cumulative-satellite-detected-waters-over-sylhet-division-bangladesh-as-of-19-22-june-2024", "slug": "hdx-flood-sylhet-2024", "title": "Cumulative Satellite Detected Waters over Sylhet Division, Bangladesh as of 19 & 22 June 2024", "group": "Disasters & Risk", "source": "United Nations Satellite Centre (UNOSAT)", "license": "Creative Commons Attribution Share-Alike (CC BY-SA)" }, { "url": "https://data.humdata.org/dataset/satellite-detected-water-extents-between-16-23-july-2024-in-bangladesh", "slug": "hdx-flood-jul2024", "title": "Satellite detected water extents between 16 & 23 July 2024 in Bangladesh", "group": "Disasters & Risk", "source": "United Nations Satellite Centre (UNOSAT)", "license": "Creative Commons Attribution Share-Alike (CC BY-SA)" }, { "url": "https://data.humdata.org/dataset/tropical-cyclone-mocha-23-population-exposure-analysis-in-bangladesh-and-myanmar-v2-issue-", "slug": "hdx-cyclone-mocha-exposure", "title": "Tropical Cyclone MOCHA 23 - Population Exposure Analysis in Bangladesh and Myanmar -V2- Issue date: 14 May 2023", "group": "Disasters & Risk", "source": "United Nations Satellite Centre (UNOSAT)", "license": "Creative Commons Attribution Share-Alike (CC BY-SA)" }, { "url": "https://data.humdata.org/dataset/world-bank-climate-change-indicators-for-bangladesh", "slug": "hdx-worldbank-climate", "title": "Bangladesh - Climate Change", "group": "Climate & Weather", "source": "World Bank Group", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/bgd-climate-trace", "slug": "hdx-climate-trace-emissions", "title": "Bangladesh: Greenhouse Gas and Air Pollutant Emissions", "group": "Climate & Weather", "source": "Climate TRACE", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/bgd-anomalies-fapar-viirs", "slug": "hdx-fapar-anomaly", "title": "Bangladesh: Copernicus Vegetation Index Anomaly (FAPAR Anomaly)", "group": "Climate & Weather", "source": "Copernicus", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/daily-summaries-of-precipitation-indicators-for-bangladesh", "slug": "hdx-daily-precipitation", "title": "Daily Summaries of Precipitation Indicators for Bangladesh", "group": "Climate & Weather", "source": "HDX", "license": "Public Domain / No restrictions (CC0)" }, { "url": "https://data.humdata.org/dataset/bgd-rainfall-subnational", "slug": "hdx-rainfall-subnational", "title": "Bangladesh: Rainfall Indicators at Subnational Level", "group": "Climate & Weather", "source": "WFP - World Food Programme", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/worldpop-population-density-for-bangladesh", "slug": "hdx-worldpop-density", "title": "Bangladesh - Population Density", "group": "Population & Demographics", "source": "WorldPop", "license": "Other" }, { "url": "https://data.humdata.org/dataset/bangladesh-high-resolution-population-density-maps-demographic-estimates", "slug": "hdx-meta-hrsl-population", "title": "Bangladesh: High Resolution Population Density Maps + Demographic Estimates", "group": "Population & Demographics", "source": "AI for Good at Meta", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/bgd-ghsl", "slug": "hdx-ghsl", "title": "Bangladesh: Copernicus Global Human Settlement Layer (GHSL)", "group": "Population & Demographics", "source": "Copernicus", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/kontur-population-bangladesh", "slug": "hdx-kontur-population", "title": "Bangladesh: Population Density for 400m H3 Hexagons", "group": "Population & Demographics", "source": "Kontur", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/bangladesh-subnational-boundaries-and-tabular-data", "slug": "hdx-census-subnational", "title": "Bangladesh Subnational Population and Housing Data Tables with Administrative Boundaries, Based on National Censuses and Surveys", "group": "Population & Demographics", "source": "U.S. Census Bureau", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/geoboundaries-admin-boundaries-for-bangladesh", "slug": "hdx-geoboundaries", "title": "Bangladesh - Subnational Administrative Boundaries", "group": "Geospatial & Boundaries", "source": "geoBoundaries", "license": "Open Database License (ODC-ODbL)" }, { "url": "https://data.humdata.org/dataset/cod-ab-bgd", "slug": "hdx-cod-admin-boundaries", "title": "Bangladesh - Subnational Administrative Boundaries", "group": "Geospatial & Boundaries", "source": "OCHA Field Information Services Section (FISS)", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/myanmar-and-bangladesh-combined-administrative-level-2-boundaries-shapefile", "slug": "hdx-adm2-myanmar-bangladesh", "title": "Myanmar and Bangladesh combined administrative level 2 boundaries", "group": "Geospatial & Boundaries", "source": "OCHA Field Information Services Section (FISS)", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/bangladesh-acute-food-insecurity-country-data", "slug": "hdx-ipc-food-insecurity", "title": "Bangladesh: Acute Food Insecurity Country Data", "group": "Agriculture & Food", "source": "Integrated Food Security Phase Classification (IPC)", "license": "Public Domain / No restrictions (CC0)" }, { "url": "https://data.humdata.org/dataset/wfp-food-prices-for-bangladesh", "slug": "hdx-wfp-food-prices", "title": "Bangladesh - Food Prices", "group": "Agriculture & Food", "source": "WFP - World Food Programme", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/bgd-faostat-food-security-indicators", "slug": "hdx-faostat-food-security", "title": "Bangladesh - Food Security and Nutrition Indicators", "group": "Agriculture & Food", "source": "Food and Agriculture Organization (FAO) of the United Nations", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/coping-strategy-index-csi", "slug": "hdx-coping-strategy-index", "title": "Coping Strategy Index (CSI)", "group": "Agriculture & Food", "source": "WFP - World Food Programme", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/asap-hotspots-monthly", "slug": "hdx-agro-climate-hotspots", "title": "Anomaly Hotspots of Agricultural Production", "group": "Agriculture & Food", "source": "Joint Research Centre of the European Commission", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/who-data-for-bgd", "slug": "hdx-who-health-indicators", "title": "Bangladesh - Health Indicators", "group": "Health & Nutrition", "source": "World Health Organization", "license": "Other" }, { "url": "https://data.humdata.org/dataset/dhs-data-for-bangladesh", "slug": "hdx-dhs", "title": "Bangladesh - National Demographic and Health Data", "group": "Health & Nutrition", "source": "The DHS Program", "license": "Other" }, { "url": "https://data.humdata.org/dataset/world-health-organization-who-cholera-data", "slug": "hdx-who-cholera", "title": "World Health Organization (WHO) Cholera Data", "group": "Health & Nutrition", "source": "World Health Organization", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/number-of-admissions-for-treatment-of-severe-acute-malnutrition-sam", "slug": "hdx-sam-admissions", "title": "Admissions for Treatment of Severe Acute Malnutrition (SAM)", "group": "Health & Nutrition", "source": "UNICEF Data and Analytics (HQ)", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/bangladesh-mpi", "slug": "hdx-multidim-poverty", "title": "Bangladesh Multidimensional Poverty Index", "group": "Economy & Livelihoods", "source": "Oxford Poverty & Human Development Initiative", "license": "Public Domain / No restrictions (CC0)" }, { "url": "https://data.humdata.org/dataset/bangladesh-1km-resolution-poverty-estimates-mapping-poverty-using-mobile-phone-and-satellite-data", "slug": "hdx-poverty-1km-flowminder", "title": "Bangladesh 1km Resolution Poverty Estimates - Mapping poverty using mobile phone and satellite data", "group": "Economy & Livelihoods", "source": "Flowminder", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/relative-wealth-index", "slug": "hdx-relative-wealth-index", "title": "Relative Wealth Index", "group": "Economy & Livelihoods", "source": "AI for Good at Meta", "license": "Other" }, { "url": "https://data.humdata.org/dataset/bgd-faostat-crops-livestock-production", "slug": "hdx-faostat-crops-livestock", "title": "Bangladesh - Crops and Livestock", "group": "Economy & Livelihoods", "source": "Food and Agriculture Organization (FAO) of the United Nations", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/world-bank-poverty-indicators-for-bangladesh", "slug": "hdx-worldbank-poverty", "title": "Bangladesh - Poverty", "group": "Economy & Livelihoods", "source": "World Bank Group", "license": "Creative Commons Attribution International (CC BY)" }, { "url": "https://data.humdata.org/dataset/unhcr-population-data-for-bgd", "slug": "hdx-unhcr-refugees", "title": "Bangladesh - Data on forcibly displaced populations and stateless persons", "group": "Disasters & Risk", "source": "UNHCR - The UN Refugee Agency", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/idmc-idp-data-bgd", "slug": "hdx-idmc-displacement", "title": "Bangladesh - Internal Displacements (New Displacements) \u2013 IDPs", "group": "Disasters & Risk", "source": "Internal Displacement Monitoring Centre (IDMC)", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/rohingya-displacement-topline-figures", "slug": "hdx-rohingya-topline", "title": "Rohingya Displacement Topline Figures", "group": "Disasters & Risk", "source": "HDX", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/bgd-iom-dtm-from-api", "slug": "hdx-iom-dtm", "title": "Bangladesh IOM Displacement Tracking Matrix (DTM) from API", "group": "Disasters & Risk", "source": "International Organization for Migration (IOM)", "license": "Other" }, { "url": "https://data.humdata.org/dataset/bangladesh-acled-conflict-data", "slug": "hdx-acled-conflict", "title": "Bangladesh - Conflict Events", "group": "Disasters & Risk", "source": "Armed Conflict Location & Event Data Project (ACLED)", "license": "Other" }, { "url": "https://data.humdata.org/dataset/bgd-views-conflict-forecasts", "slug": "hdx-views-forecast", "title": "Bangladesh - VIEWS conflict forecasts", "group": "Disasters & Risk", "source": "Violence & Impacts Early-Warning System", "license": "Creative Commons Attribution Share-Alike (CC BY-SA)" }, { "url": "https://data.humdata.org/dataset/ucdp-data-for-bangladesh", "slug": "hdx-ucdp-conflict", "title": "Bangladesh - Data on Conflict Events", "group": "Disasters & Risk", "source": "HDX", "license": "Creative Commons Attribution for Intergovernmental Organisations (CC BY-IGO)" }, { "url": "https://data.humdata.org/dataset/wpdx_bgd", "slug": "hdx-water-point-data-exchange", "title": "Water Point Data Exchange (BGD)", "group": "Water & Hydrology", "source": "Water Point Data Exchange", "license": "Creative Commons Attribution Share-Alike" }, { "url": "https://data.humdata.org/dataset/unep_wdpca_bgd", "slug": "hdx-protected-areas", "title": "Protected and Conserved Areas (WDPCA) in Bangladesh", "group": "Forests & Biodiversity", "source": "The UN Environment Programme World Conservation Monitoring Centre (UNEP-WCMC)", "license": "Other" }, { "url": "https://data.humdata.org/dataset/reach-unicef-wash-household-baseline-survey", "slug": "hdx-reach-wash-survey", "title": "REACH-UNICEF WASH Household Baseline Survey", "group": "Water & Hydrology", "source": "REACH Initiative", "license": "Creative Commons Attribution International (CC BY)" } ] }