Metadata CatalogueMetadata Cataloguehttps://metadatacatalogue.lifewatch.eu/https://metadatacatalogue.lifewatch.eu//srv/eng/portal.opensearch https://metadatacatalogue.lifewatch.eu//srv/eng/rdf.search?any= engContinents, countries, sea regions of the world.https://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.place.regionsecoportal.fos_1.rdfhttps://metadatacatalogue.lifewatch.eu//srv/eng/thesaurus.download?ref=external.ecoportal.fos28ec58b6-690a-4879-9d2a-80b7e41d4fb1Environment90m This dataset aggregates a large number of environmental layers into each of the 726 million sub-catchments of the Hydrography90m dataset, corresponding to single stream segments. Specifically, Environment90m includes 45 variables related to topography and hydrography, 19 climate variables for the observation period of 1981–2010, as well as projections for 2041–2070 and 2071–2100 under the Shared Socioeconomic Pathways (SSPs) 1.26, 3.70 and 5.85, and three global circulation models (UKESM, MPI and IPSL). Moreover, Environment90m includes 22 land cover categories for the annual time-series data from 1992–2020. In addition, the dataset provides 15 soil variables and information on aridity and modelled streamflow. Summary statistics (i.e., mean, min, max, range, sd) are provided for all continuous variables while for categorical data, the proportion of each category is calculated within each of the sub-catchments. Land coverBioclimatic variablesSoilStream flowElevationAridityEvapotranspirationHydrography90 <http://www.opengis.net/def/crs/OGC/1.3/CRS84> Polygon((-180 -90, -180 90, 180 90, 180 -90, -180 -90)) Environment90m dataset (2025)https://public.igb-berlin.de/index.php/s/zw56kEd25NsQqcQ?path=%2FR packagehttps://hydrography.org/hydrographr/Leibniz Institute of Freshwater Ecology and Inland Fisheries, GermanyLeibniz Institute of Freshwater Ecology and Inland Fisheries, Germany | Freie Universität Berlin, GermanyYale University, United States of America | Spatial Ecology, United KingdomEnglish