PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
PREFIX skos: <http://www.w3.org/2004/02/skos/core#>
PREFIX owl: <http://www.w3.org/2002/07/owl#>
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
PREFIX dcterms: <http://purl.org/dc/terms/>
PREFIX dcat: <http://www.w3.org/ns/dcat#>
PREFIX dcmitype: <http://purl.org/dc/dcmitype/>
PREFIX foaf: <http://xmlns.com/foaf/0.1/>
PREFIX geo: <http://www.opengis.net/ont/geosparql#>
PREFIX vcard: <http://www.w3.org/2006/vcard/ns#>
PREFIX prov: <http://www.w3.org/ns/prov#>
PREFIX odrs: <http://schema.theodi.org/odrs#>
PREFIX sosa: <http://www.w3.org/ns/sosa/>
PREFIX sdo: <https://schema.org/>
PREFIX ef: <http://www.w3.org/2015/03/inspire/ef/>
PREFIX doo: <https://digital.ceh.ac.uk/ontology/doo/>
PREFIX adms: <http://www.w3.org/ns/adms#>
PREFIX : <https://catalogue.ceh.ac.uk/id/>
:3b44375a-cbe6-468c-9395-41471054d0f3
dcterms:title "Multi-tier archetypes to characterise British landscapes, farmland and farming practices" ;
dcterms:identifier "https://catalogue.ceh.ac.uk/id/3b44375a-cbe6-468c-9395-41471054d0f3","https://doi.org/10.5285/3b44375a-cbe6-468c-9395-41471054d0f3" ;
dcterms:bibliographicCitation "Goodwin, C.E.D., Bütikofer, L., Hatfield, J.H., Richter, G.M., Redhead, J.W. (2022). Multi-tier archetypes to characterise British landscapes, farmland and farming practices. NERC EDS Environmental Information Data Centre. https://doi.org/10.5285/3b44375a-cbe6-468c-9395-41471054d0f3" ;
dcterms:description "This dataset consists of landscape and agricultural management archetypes (1 km resolution) at three levels, defined by different opportunities for adaptation. Tier 1 archetypes quantify broad differences in soil, land cover and population across Great Britain, which cannot be readily influenced by the actions of land managers; Tier 2 archetypes capture more nuanced variations within farmland-dominated landscapes of Great Britain, over which land managers may have some degree of influence. Tier 3 archetypes are built at national levels for England and Wales and focus on socioeconomic and agro-ecological characteristics within farmland-dominated landscapes, characterising differences in farm management. The unavailability of several input variables for agricultural management prevented the generation of Tier 3 archetypes for Scotland. The archetypes were derived by data-driven machine learning. The three tiers of archetypes were analysed separately and not as a nested structure (i.e. a single Tier 3 archetype can occur in more than one Tier 2 archetype), predominantly to ensure that archetype definitions were easily interpreted across tiers." ;
dcterms:provenance [
a dcterms:ProvenanceStatement ;
rdfs:label "Archetype data were generated from various spatial socioeconomic and bio-physical layers. These data were analysed using Self-Organising Maps (SOMs), which reduce the dimensions and cluster the data into similar groupings. This creates a pre-set number of Land System Archetypes, each associated with a group of representative 1km cells, at each tier. SOMs were run iteratively 1000 times to gain a measure of the consistency of the production of each set of Archetypes. Data are provided with a measure (Euclidean distance) of the accuracy of the assignment of archetypes for each 1km cell. Sensitivity analyses were conducted to test the inclusion of different data."
] ;
dcterms:spatial [
a dcterms:Location ;
dcat:bbox "POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"^^geo:wktLiteral ;
] ;
dcat:contactPoint
<https://orcid.org/0000-0003-0093-9838> ;
dcterms:publisher
<https://ror.org/04xw4m193> ;
dcterms:relation <https://catalogue.ceh.ac.uk/id/ea7f988d-5efe-44f9-84e9-2e4006166cf6> ;
dcterms:isReferencedBy
<https://doi.org/10.1088/1748-9326/ac810e> ;
dcterms:subject
"AgLand",
"Archetypes",
"Land systems",
"Great Britain",
"Farming" ;
prov:wasGeneratedBy
<https://gtr.ukri.org/projects?ref=NE/T000244/2>,
<https://gtr.ukri.org/projects?ref=NE/T001178/1>,
<https://gtr.ukri.org/projects?ref=NE/T001992/1> ;
a dcat:Dataset;
dcterms:type dcmitype:Dataset ;
dcterms:available "2022-07-11"^^xsd:date ;
dcat:landingPage <https://catalogue.ceh.ac.uk/id/3b44375a-cbe6-468c-9395-41471054d0f3>, <https://doi.org/10.5285/3b44375a-cbe6-468c-9395-41471054d0f3> ;
dcterms:license <https://spdx.org/licenses/OGL-UK-3.0.ttl>
;
dcterms:accessRights <http://purl.org/coar/access_right/c_abf2> ;
dcterms:creator
<https://orcid.org/0000-0003-0093-9838>,
<https://orcid.org/0000-0001-8220-7520>,
<https://orcid.org/0000-0002-6361-0629>,
<https://orcid.org/0000-0003-2180-9514>,
<https://orcid.org/0000-0002-2233-3848> ;
dcterms:language <http://id.loc.gov/vocabulary/iso639-1/en> .
<https://orcid.org/0000-0003-0093-9838> a foaf:Person ;
foaf:name "Goodwin, C." ;
foaf:familyName "Goodwin" ;
foaf:givenName "Cecily" ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://ror.org/04xw4m193> a foaf:Organization ;
foaf:name "NERC EDS Environmental Information Data Centre" ;
vcard:hasEmail "info@eidc.ac.uk" ;
foaf:member <https://ror.org/04xw4m193> ;
.
<https://orcid.org/0000-0003-0093-9838> a foaf:Person ;
foaf:name "Goodwin, C.E.D." ;
foaf:familyName "Goodwin" ;
foaf:givenName "C.E.D." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://orcid.org/0000-0001-8220-7520> a foaf:Person ;
foaf:name "Bütikofer, L." ;
foaf:familyName "Bütikofer" ;
foaf:givenName "L." ;
vcard:hasEmail "lucabutikofer@gmail.com" ;
foaf:member <https://ror.org/0347fy350> ;
.
<https://orcid.org/0000-0002-6361-0629> a foaf:Person ;
foaf:name "Hatfield, J.H." ;
foaf:familyName "Hatfield" ;
foaf:givenName "J.H." ;
vcard:hasEmail "jack.hatfield@york.ac.uk" ;
foaf:member <https://ror.org/04m01e293> ;
.
<https://orcid.org/0000-0003-2180-9514> a foaf:Person ;
foaf:name "Richter, G.M." ;
foaf:familyName "Richter" ;
foaf:givenName "G.M." ;
vcard:hasEmail "goetz.richter@rothamsted.ac.uk" ;
foaf:member <https://ror.org/0347fy350> ;
.
<https://orcid.org/0000-0002-2233-3848> a foaf:Person ;
foaf:name "Redhead, J.W." ;
foaf:familyName "Redhead" ;
foaf:givenName "J.W." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://doi.org/10.1088/1748-9326/ac810e> a <http://purl.org/spar/fabio/Expression> ;
dcterms:bibliographicCitation "Goodwin, C.E.D., Bütikofer, L., Hatfield, J.H., Evans, P.M., Bullock, J.M., Storkey, J., Mead, A., Richter, G.M., Henrys, P.A., Pywell, R.F., & Redhead, J.W. (2022). Multi-tier archetypes to characterise British landscapes, farmland and farming practices. In Environmental Research Letters (Vol. 17, Issue 9, p. 095002). IOP Publishing.";
.
<https://ror.org/00pggkr55> a foaf:Organization ;
foaf:name "UK Centre for Ecology & Hydrology" .
<https://ror.org/0347fy350> a foaf:Organization ;
foaf:name "Rothamsted Research" .
<https://ror.org/04m01e293> a foaf:Organization ;
foaf:name "University of York" .
<https://gtr.ukri.org/projects?ref=NE/T000244/2> a prov:Activity ; .
<https://gtr.ukri.org/projects?ref=NE/T001178/1> a prov:Activity ; .
<https://gtr.ukri.org/projects?ref=NE/T001992/1> a prov:Activity ; .