data/dataset_registry.csv

dataset_id,canonical_title,original_title,description,publisher,producing_institution,contact,country,geographic_scope,administrative_levels,temporal_start,temporal_end,reference_period,update_frequency,data_domains,crops,livestock_species,fisheries_species,modalities,source_url,landing_page_url,download_url,api_url,documentation_url,citation,doi,publication_date,last_updated,date_discovered,date_accessed,source_format,compressed_size,uncompressed_size,estimated_row_count,estimated_asset_count,language,access_class,registration_required,license_name,license_url,license_text_snapshot,redistribution_allowed,modification_allowed,commercial_use_allowed,attribution_required,share_alike_required,contains_personal_data,contains_precise_geolocation,sensitivity_class,intended_use,known_limitations,primary_or_mirror,supersedes_dataset_id,superseded_by_dataset_id,checksum_sha256,local_raw_path,processing_pipeline,release_repository,status,status_reason,reviewer,review_date
gss_thematic_arable_crops_2017_18,Thematic Brief: Arable Crops from the 2017/2018 Ghana Census of Agriculture,Thematic Brief: Arable Crops,Regional thematic tables on arable crops and production extracted from a Ghana Statistical Service publication PDF.,Ghana Statistical Service,Ghana Statistical Service,statsghana@statsghana.gov.gh,Ghana,GHA,"country,region,district",2018,2018,,,"agriculture,crop-production,census","maize,cassava,yam,plantain",,,,https://statsghana.gov.gh/gssmain/fileUpload/Agriculture%20%26%20Environment/Thematic%20Brief_Arable%20Crops.pdf,https://www.statsghana.gov.gh/census-surveys/agricultural-census,https://statsghana.gov.gh/gssmain/fileUpload/Agriculture%20%26%20Environment/Thematic%20Brief_Arable%20Crops.pdf,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,restricted,false,Unknown,,,false,false,,,,false,false,low,,No direct API or official redistribution statement discovered in first pass.,primary,,,,,,,download_failed,"Publication is visible, but redistribution permission for tabular extraction was not confirmed.",ghana-ag-first-pass,2026-07-25
gss_agricultural_census_2017_18,Agricultural Census of Ghana 2017/18,Agricultural Census,"Portal-level records for the 2017/18 agricultural census, including methodology notes and links.",Ghana Statistical Service,Ghana Statistical Service,statsghana@statsghana.gov.gh,Ghana,GHA,"country,region,district",2017,2018,,,"agriculture,census,household-survey",,,,,https://www.statsghana.gov.gh/census-surveys/agricultural-census,https://www.statsghana.gov.gh/census-surveys/agricultural-census,,,,,,,,2026-07-25,2026-07-25,,,,,,en,registration_required,true,,,,false,false,,,,false,false,low,,,primary,,,,,,,registration_required,Official census resources may require user registration and/or terms clearance.,ghana-ag-first-pass,2026-07-25
gss_microdata_catalog,Ghana Statistical Service Microdata Catalog,GSS Microdata Catalog,Catalogue index for microdata studies hosted by the Ghana Statistical Service.,Ghana Statistical Service,Ghana Statistical Service,microdata@statsghana.gov.gh,Ghana,GHA,"country,region,district",,,,,,,,,,https://microdata.statsghana.gov.gh/index.php/home,https://microdata.statsghana.gov.gh/index.php/home,,,https://microdata.statsghana.gov.gh/index.php/catalog/72/data-dictionary/F32?file_name=sec8c1,,,,,2026-07-25,2026-07-25,HTML,,,,,en,application_required,true,,,,false,false,,,,false,false,low,,Microdata download and licensing are study-specific and not asserted as redistributable at this stage.,primary,,,,,,,application_required,Public catalog requires explicit study approval and authentication for file-level access.,ghana-ag-first-pass,2026-07-25
ghana_open_data_avg_yield_major_crops,Agriculture and Nutrition Data — Average Yield for Major Crops,Average Yield for Major Crops,Ghana Open Data package with regional crop yield tables.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2016,,,"agriculture,crop-yield,regional-statistics","maize,cassava,cowpea,rice,yam,sorghum,soyabean",,,,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/api/action/package_show?id=ee8e4c3b-580c-40a0-b59e-d0df9c792657,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Database License (ODbL) v1.0,https://opendatacommons.org/licenses/odbl/1-0/,,true,true,true,true,true,false,false,low,,,primary,,,,,,,open_downloadable,Portal exposes package metadata and resource links that are publicly discoverable.,ghana-ag-first-pass,2026-07-25
ghana_open_data_agricultural_production_estimates_1993_2017,"Agricultural Production Estimates, 1993-2017",Agricultural Production Estimates (1993–2017),Regional crop and production estimates indexed on the Ghana Open Data portal.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",1993,2017,,,"crop-production,statistics","maize,rice,cassava,yam,oilseeds",,,,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Data Commons Attribution License (ODC-By),https://opendatacommons.org/licenses/by/1-0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Public package page with resource index.,ghana-ag-first-pass,2026-07-25
ghana_open_data_annual_major_crop_production_estimates,Annual Major Crop Production Estimates in Ghana,Annual Major Crop Production Estimates,District and annual major crop production tables from the Ghana Open Data portal.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2011,,,"crop-production,regional-statistics","maize,rice,millet,sorghum,sweet potato,soyabean",,,,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Creative Commons Attribution 4.0,https://creativecommons.org/licenses/by/4.0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Package metadata indicates open distribution terms are present; terms re-check required before republish.,ghana-ag-first-pass,2026-07-25
ghana_open_data_crop_production_estimates_major_regions_ghana,Crop Production Estimates by Major Regions,Crop Production Estimates Major Regions Ghana,Regional and district estimates for major crops in Ghana (index page and attached resources).,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2011,,,"crop-production,regional-statistics","maize,cassava,rice,sorghum",,,,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Database License (ODbL) v1.0,https://opendatacommons.org/licenses/odbl/1-0/,,true,true,,true,true,false,false,low,,,primary,,,,,,,open_downloadable,Metadata and resources are publicly indexed.,ghana-ag-first-pass,2026-07-25
mofa_agriculture_in_ghana_facts_figures_2021_pdf,Agriculture in Ghana Facts & Figures (2021),AGRICULTURE IN GHANA (Facts & Figures) 2021,MoFA publication with high-level agricultural production and trade summaries.,Ministry of Food and Agriculture,Ministry of Food and Agriculture,srid@mofa.gov.gh,Ghana,GHA,"country,region,district",2010,2021,,,"agriculture,trade,production,policy","maize,rice,cassava,cowpea",,,,https://mofa.gov.gh/site/images/pdf/AGRICULTURE%20IN%20GHANA%20%28Facts%20%26%20Figures%29%202021.pdf,https://mofa.gov.gh/site/images/pdf/AGRICULTURE%20IN%20GHANA%20%28Facts%20%26%20Figures%29%202021.pdf,,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,restricted,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,restricted,"Publication text is public, but redistribution rights are not explicitly stated on page.",ghana-ag-first-pass,2026-07-25
cocobod_regional_cocoa_purchases_table,COCOBOD Regional Cocoa Purchases,Regional Cocoa Purchases,Public cocoa purchase summaries listed by year and region.,Ghana Cocoa Board,Ghana Cocoa Board,info@cocobod.gh,Ghana,GHA,"country,region,district",2001,2022,,,"crop-production,cocoa,trade",cocoa,,,,https://cocobod.gh/cocoa-purchases,https://cocobod.gh/cocoa-purchases,,,,,,,,2026-07-25,2026-07-25,HTML,,,,,en,metadata_only,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,metadata_only,"Portal entries are discoverable, but full file-by-file redistribution and licensing review is pending.",ghana-ag-first-pass,2026-07-25
cocobod_annual_reports,COCOBOD Annual Reports and Financial Statements,COCOBOD Resource Archive,Annual reports and financial statements for the cocoa sector.,Ghana Cocoa Board,Ghana Cocoa Board,info@cocobod.gh,Ghana,GHA,"country,region,district",2018,2021,,,"crop-industry,financials,cocoa",cocoa,,,,https://cocobod.gh/resource_files/52nd-annual-report-and-financial-statements-2020-2021.pdf,https://cocobod.gh/resources,,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,license_unclear,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,license_unclear,Source-level rights for each PDF need per-document confirmation before redistribution.,ghana-ag-first-pass,2026-07-25
meteo_agrometeorology,Ghana Meteorological Agency – Agrometeorology,Agrometeorology Services,Service and data-request pages for meteorological and agromet information.,Ghana Meteorological Agency,Ghana Meteorological Agency,client@meteo.gov.gh,Ghana,GHA,"country,region,district",,,,,"weather,agromet,climatology",,,,,https://www.meteo.gov.gh/Services/agrometeorology/,https://www.meteo.gov.gh/Services/agrometeorology/,https://www.meteo.gov.gh/data-request/,,,,,,,2026-07-25,2026-07-25,HTML,,,,,en,application_required,true,,,,false,false,,,,false,false,low,,,primary,,,,,,,application_required,Weather observations and request workflows indicate a likely application-controlled access path.,ghana-ag-first-pass,2026-07-25
meteo_wis2_synop_gh_gmet,GMet WIS2 Synoptic Discovery Metadata,gh-gmet synop WIS2 discovery,Discoverable metadata for Ghana synoptic station observations.,Ghana Meteorological Agency,Ghana Meteorological Agency,client@meteo.gov.gh,Ghana,GHA,"country,region,district",,,,,"weather,observations,climate",,,,,https://wis2.meteo.gov.gh/oapi/collections/discovery-metadata/items/urn:wmo:md:gh-gmet:core.surface-based-observations.synop?f=html,https://wis2.meteo.gov.gh/oapi/collections/discovery-metadata/items/urn:wmo:md:gh-gmet:core.surface-based-observations.synop?f=html,,https://wis2.meteo.gov.gh/oapi/collections/discovery-metadata/items/urn:wmo:md:gh-gmet:core.surface-based-observations.synop?f=json,,,,,,2026-07-25,2026-07-25,JSON/GeoJSON,,,,,en,open_api,true,WMO data policy,,,false,false,,,,false,false,low,,,primary,,,,,,,open_api,"Discovery endpoint is visible, but direct bulk observation retrieval requires policy follow-up.",ghana-ag-first-pass,2026-07-25
faostat_api,FAOSTAT API and Bulk Download,FAOSTAT,FAO global agricultural database with API access and bulk resources.,Food and Agriculture Organization,Food and Agriculture Organization,faostat@fao.org,Ghana,GHA,"country,region,district",1961,present,,,"agriculture,trade,livestock,food-security",all,,,,https://www.fao.org/Faostat/en/,https://www.fao.org/Faostat/en/,,https://fenixservices.fao.org/faostat/api/v1/en,,,,,,2026-07-25,2026-07-25,API,,,,,en,open_api,false,FAO terms (public use),,,true,true,,true,,false,false,low,,,primary,,,,,,,open_api,FAOSTAT advertises API and bulk-access interfaces; per-domain terms should be checked during publication.,ghana-ag-first-pass,2026-07-25
soilgrids_soil_properties,SoilGrids v2.0 Soil Properties,SoilGrids,Global raster soil property products with Ghana-relevant layers and metadata.,ISRIC,ISRIC - World Soil Information,soilgrids@isric.org,Ghana,GHA,"country,region,district",,,,,"soil,geospatial,environment",,,,,https://docs.isric.org/globaldata/soilgrids/index.html,https://docs.isric.org/globaldata/soilgrids/index.html,,https://docs.isric.org/globaldata/soilgrids/wcs.html,,,,,,2026-07-25,2026-07-25,GeoTIFF/WCS,,,,,en,open_downloadable,false,Creative Commons Attribution 4.0,https://creativecommons.org/licenses/by/4.0/,,true,true,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Official ISRIC pages document download and licensing terms.,ghana-ag-first-pass,2026-07-25
copernicus_precipitation_gpcp,Copernicus Satellite Precipitation,Satellite precipitation data,Climate precipitation/gridded products indexed in Copernicus CDS.,Copernicus Climate Change Service,ECMWF/Copernicus,,Ghana,GHA,"country,region,district",1979,present,,,"weather,climate,agroclimate",,,,,https://cds.climate.copernicus.eu/datasets/satellite-precipitation?tab=download,https://cds.climate.copernicus.eu/datasets/satellite-precipitation?tab=download,,https://cds.climate.copernicus.eu/api/v2/resources,,,,,,2026-07-25,2026-07-25,GRIB/NETCDF,,,,,en,application_required,true,GPCP and CDS policy,,,false,false,,,,false,false,low,,,primary,,,,,,,application_required,Portal and CDS process indicate account-bound access for data slices.,ghana-ag-first-pass,2026-07-25
copernicus_wapor,WaPOR Water Productivity Data,WaPOR,FAO/WaPOR spatial water productivity and agricultural stress indicators.,Food and Agriculture Organization,FAO WaPOR,,Ghana,GHA,"country,region,district",,,,,"water-productivity,remote-sensing,agroclimate",,,,,https://www.fao.org/in-action/remote-sensing-for-water-productivity/wapor-data/en,https://www.fao.org/in-action/remote-sensing-for-water-productivity/wapor-data/en,,,,,,,,2026-07-25,2026-07-25,Raster,,,,,en,restricted,false,WaPOR / FAO access terms,,,false,false,,,,false,true,low,,,primary,,,,,,,restricted,Public portal exists; redistribution path depends on WaPOR and FAO terms for selected layers.,ghana-ag-first-pass,2026-07-25
worldbank_food_prices_ghana_subnational,Monthly Food Price Estimates by Product and Market,Monthly food-price estimates by product and market,Subnational market-level food-price series covering major products.,World Bank,World Bank,data@worldbank.org,Ghana,GHA,"country,region,district",2007,2026,,,"prices,food-security","maize,rice,sorghum,wheat",,,,https://datacatalog.worldbank.org/search/dataset/0060166/monthly-food-price-estimates-by-product-and-market,https://datacatalog.worldbank.org/search/dataset/0060166/monthly-food-price-estimates-by-product-and-market,,,,,,,,2026-07-25,2026-07-25,CSV/Parquet,,,,,en,open_api,false,Creative Commons Attribution 4.0,https://creativecommons.org/licenses/by/4.0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_api,Cataloged with public access and explicit CC BY citation framework.,ghana-ag-first-pass,2026-07-25
worldbank_commodity_prices,Commodity Prices History and Projections,Commodity prices history and projections,Monthly and annual commodity series with history and forecast components.,World Bank,World Bank,data@worldbank.org,Ghana,GHA,"country,region,district",1960,2030,,,"prices,commodities,agriculture",,,,,https://datacatalog.worldbank.org/search/dataset/0038238/commodity-prices-history-and-projections,https://datacatalog.worldbank.org/search/dataset/0038238/commodity-prices-history-and-projections,,,,,,,,2026-07-25,2026-07-25,Excel/CSV,,,,,en,open_downloadable,false,Creative Commons Attribution 4.0,https://creativecommons.org/licenses/by/4.0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Global dataset metadata is public and CC BY 4.0 marked in catalog entries.,ghana-ag-first-pass,2026-07-25