MOOD Spatial Data Disease Specific Covariate Packages

The datasets below have been collated by ERGO (Environmental Research Group Oxford) in response to covariate data requests by MOOD partners.  Covariates are seperated into data packages grouped by disease theme...

• Table of COVID-19 Covariate Data Package
• Table of Other MOOD data packages

 

Table of COVID-19 Covariate Datasets:

Dataset Description	Link	File
Maps of human mobility change during the COVID-19 outbreak	Link	File
WorldPop population numbers for male and female 25 and 10 year age intervals (excel at NUTS1, NUTS3, GAUL1, VECTORNET)	Link	File
Eurostat: Annual national tourism, Arrivals per country in various types of tourist accommodation according to origin region or country, by year.	Link	File
Eurostat: Farm labour Annual agricultural labour figures by country with a specific column (G) for temporary labour, by subnational region	Link	File
WorldPop population numbers (2020) by gender & age	Link	File

The MOOD project aims to develop innovative tools and services for the early detection, assessment, and monitoring of current and future infectious disease threats across Europe in the context of continuous global, environmental, and climatic change.

 

View	MOOD package	View in GeoNetwork
Expand/Collapse	MOOD Disease X Data Package
Dataset Description Metadata Download MOOD study area extent Mood extent GeoTIFF masks in a number of projections at 1km.   Zipfile MOOD polygons Standard set of polygons of the MOOD Study area   Available on request to MOOD partners Land mask Mood land mask GeoTIFF masks in a number of projections at 1km.   Zipfile Precipitation ERA5-Land Monthly Averaged data 2015-present (5km & 10km).  Synoptic mean ERA5 Precipitation 2001-2019 at 1km. GeoTIFF   10km (~90MB) 5km (~815MB) 1km (~10MB) Vegetation MODIS v6 NDVI Monthly Averaged data 2015-present at 5km.  Synoptic mean MODIS NDVI 2001-2019 at 1km. GeoTIFF   5km (~195MB) 1km (~85MB) Altitude GMTED DEM at 1km. GeoTIFF   Zipfile (~62MB) Population 2020 Population Total population per pixel 1km – WorldPop   Zipfile (~181MB) Temperature MODIS v6 NDVI Monthly Averaged data 2015-present at 5km.  Synoptic mean MODIS NDVI LST 2001-2019 at 1km. GeoTIFF   5km (~195MB) 1km (~85MB) Collapse
Expand/Collapse	MOOD Highly Pathogenic Avian Influenza Data Package
Dataset Description Metadata Download MOOD study area extent Mood extent GeoTIFF masks in a number of projections at 1km.   Zipfile MOOD polygons Standard set of polygons of the MOOD Study area   Available on request to MOOD partners Land mask Mood land mask GeoTIFF masks in a number of projections at 1km.   Zipfile Precipitation ERA5-Land Monthly Averaged data 2015-present (5km & 10km).  Synoptic mean ERA5 Precipitation 2001-2019 at 1km. GeoTIFF   10km (~90MB) 5km (~815MB) 1km (~10MB) Vegetation MODIS v6 NDVI Monthly Averaged data 2015-present at 5km.  Synoptic mean MODIS NDVI 2001-2019 at 1km. GeoTIFF   5km (~195MB) 1km (~85MB) Altitude GMTED DEM at 1km. GeoTIFF   Zipfile (~62MB) Flood risk JRC Flood hazard map of the world 1km   Zipfile (~6MB) Land use CGLOPS-1: Herbaceous wetland 100m & Proportion Herbaceous wetland 1km Zipfile (~32MB) Population 2020 Population Total population per pixel 1km – WorldPop   Zipfile (~181MB) Roads Road density various road classes derived from open Street Map (OSM) data road length in surrounding 5km at 1km resolution   Zipfile (~214MB) Accessibility Accessibility 5km travel time to nearest 50k towns and cities   Zipfile (~25MB) Temperature MODIS v6 NDVI Monthly Averaged data 2015-present at 5km.  Synoptic mean MODIS NDVI LST 2001-2019 at 1km. GeoTIFF   5km (~195MB) 1km (~85MB) Water CGLOPS-1:  Water layers: proportion of water within a 1km pixel and distance to sea/permanent water   Zipfile (~435MB) Vets & Hospitals Vets & Hospital datasets derived from geofabrik.de Open Street Map data.   Zipfile (~88MB) GDP Gridded global datasets for Gross Domestic Product and Human Development Index over 1990–2015 1km clipped to study area. Zipfile (~22MB) Farm Labour Eurostat farm labour by NUTS areas.  FAOSTAT agricultural labour by country. xlsx files. Zipfile (~1MB) Birds Birdlife distribution data of species identified as potentially important to the spread of Avian influenza.  Data has been processed by ERGO into geoTIFF rasters of species distibutions and a biodiversity count of key species. Available on request to MOOD partners for research purposes Collapse
Expand/Collapse	MOOD Tick Borne Encephalitus (TBE) Package
Dataset Description Metadata Download Cumulative Temperature mask Ixodes ricinus This boolean mask is run every 8 days identifying suitable/unsuitable areas based only on the temperature limits of Ixodes ricinus. In this case identified as >6 and less then 26 centigrade.   Zipfile Altitude GMTED DEM at 1km. GeoTIFF   Zipfile (~62MB) MODIS Land Surface Temperature (LST) MODIS LST 5km daily, 8day and monthly MOD11 2010-21.     MODIS Enhanced Vegetation Index (EVI) MODIS EVI 5km 16day and monthly MOD13 2006-21.     Precipitation ERA5-Land Monthly Averaged data 2015-present (5km & 10km).  Synoptic mean ERA5 Precipitation 2001-2019 at 1km. GeoTIFF   10km (~90MB) 5km (~815MB) 1km (~10MB) Collapse
	MOOD West Nile Virus (WNV) Package

 

 

A wide range of agricultural, environmental, socioeconomic and climatic datasets are available from  download from our spatial data archive at www.palebludata.com