28538610-0936-48b8-b167-ee6ee8fdc491 English ISO/IEC 8859-1 (also known as Latin 1) dataset dataset NERC EDS Environmental Information Data Centre Lancaster Environment Centre, Library Avenue, Bailrigg Lancaster LA1 4AP UK info@eidc.ac.uk https://eidc.ac.uk/ EIDC website The Environmental Information Data Centre (EIDC) is the UK's national data centre for terrestrial and freshwater sciences. information pointOfContact 2025-11-13T16:16:18 UK GEMINI 2.3 OSGB 1936 / British National Grid Annual estimates of occupancy for six invertebrate taxa in areas of high, low and no cropland cover in Great Britain, 1990-2019 2022-12-01 publication https://catalogue.ceh.ac.uk/id/28538610-0936-48b8-b167-ee6ee8fdc491 10.5285/28538610-0936-48b8-b167-ee6ee8fdc491 doi: Mancini, F., Cooke, R., Woodcock, B.A., Greenop, A., Johnson, A.C., Isaac, N.J.B. (2022). Annual estimates of occupancy for six invertebrate taxa in areas of high, low and no cropland cover in Great Britain, 1990-2019. NERC EDS Environmental Information Data Centre 10.5285/28538610-0936-48b8-b167-ee6ee8fdc491 The dataset contains occupancy estimates for 1,535 species of six invertebrate taxa (Apoidea - bees, Syrphidae - hoverflies, Coccinellidae - ladybirds, Arachnida - spiders, Carabidae - carabids and Heteroptera - plant bugs) in regions of high, low and no cropland cover in Great Britain between 1990 and 2019. Occupancy is the proportion of 1km grid cells occupied by a species, as estimated by an occupancy-detection model. The dataset includes 999 samples from the model’s posterior distribution per species:year combination and for each of three regions of high, low and no cropland cover. Full details about this dataset can be found at https://doi.org/10.5285/28538610-0936-48b8-b167-ee6ee8fdc491 Mancini, F. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk pointOfContact Mancini, F. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0003-4085-4978 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Cooke, R. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0003-0601-8888 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Woodcock, B.A. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0003-0300-9951 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Greenop, A. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0002-7179-3947 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Johnson, A.C. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0003-1570-3764 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Isaac, N.J.B. UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk https://orcid.org/0000-0002-4869-8052 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author UK Centre for Ecology & Hydrology enquiries@ceh.ac.uk owner NERC EDS Environmental Information Data Centre info@eidc.ac.uk custodian NERC EDS Environmental Information Data Centre info@eidc.ac.uk publisher Species Distribution theme GEMET - INSPIRE themes, version 1.0 2008-06-01 publication Carabidae Syrphidae Apoidea Arachnida Wikidata 2012-10-29 creation Biodiversity ChemPop invertebrates agroecosystems biodiversity trend Ladybirds Spiders Bees Carabids Hoverflies Plantbugs otherRestrictions no limitations otherRestrictions This resource is available under the terms of the Open Government Licence otherRestrictions If you reuse this data, you should cite: Mancini, F., Cooke, R., Woodcock, B.A., Greenop, A., Johnson, A.C., Isaac, N.J.B. (2022). Annual estimates of occupancy for six invertebrate taxa in areas of high, low and no cropland cover in Great Britain, 1990-2019. NERC EDS Environmental Information Data Centre https://doi.org/10.5285/28538610-0936-48b8-b167-ee6ee8fdc491 textTable 1000 English utf8 biota 1990-01-01 2019-12-31 -8.648 1.768 49.864 60.861 Comma-separated values (CSV) NERC EDS Environmental Information Data Centre info@eidc.ac.uk distributor https://data-package.ceh.ac.uk/data/28538610-0936-48b8-b167-ee6ee8fdc491 Download the data Download a copy of this data download https://data-package.ceh.ac.uk/sd/28538610-0936-48b8-b167-ee6ee8fdc491.zip Supporting information Supporting information available to assist in re-use of this dataset information dataset dataset Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 The dataset was generated using observations of species collated by UK recording schemes and societies as the input data for a Bayesian occupancy-detection model. The cropland cover regions were defined using the Land Cover Change 1990-2015 (25m raster, GB). The input species data was standardized according to the requirements of the model and to desired coverage. Observations of species had to meet the following criteria to be included in the final input dataset: - Date of the record known to the day - Location of the record known to 1x1km square precision - Record was from 1990 onwards - The location of the record was in GB (strictly England, Scotland and Wales) Species names were checked with guidance from the scheme organisers, duplicate records were then removed from the dataset. The occupancy modelling framework used here was based on the random walk model. Alterations made to the modelling framework include cropland cover region year effects in the state model and a categorical specification of list length in the detection model. For a complete description of the model, see the supporting documentation.