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metal inputs to and outputs from soils (uptake, accumulation and leaching) and the resulting exceedances of critical metal inputs. \n\nThis data set has been compiled by the European Topic Centre on Urban, Land and Soil Systems (ETC/ULS) in the context of a study on metal and nutrient dynamics where the fate and dynamics of the most abundant heavy metals and nutrients in agricultural soils were investigated. The purpose of this study was to investigate the impacts of agricultural intensification in Europe, and to understand its environmental impact. Metal concentrations in soils were used from two consecutive Europe-wide geochemical surveys, sampled in 1998 (FOREGS survey) and 2009 (GEMAS survey). For land use, the 2010 Eurostat data were used. \n\nThe metals included in this data set are cadmium (Cd), copper (Cu), lead (Pb) and zinc (Zn). The results on the fate of Nitrogen (N) and Phosphorus (P) are included in a separate dataset. Cu and Zn are minor nutrients but at high inputs, they may cause adverse impacts on soil biodiversity, whereas Cd and Pb are toxic metals that may lead to soil degradation, by both affecting soil biodiversity and food quality. Metal budgets based on spatially explicit input and output data were calculated using the INTEGRATOR model; approximately 40,000 so-called NCUs as unique combinations of soil type, administrative region, slope class and altitude class were used. Available critical limits for food, water and soil organisms, from different existing regulations and studies, were converted to soil property-dependent critical metal concentrations (soil-based quality standards), which were then used to calculate critical metal inputs. \n\nThe results allow for the first time to identifying spatial hot spots for critical environmental impact of soil pollution for the four most abundant heavy metals. It thus informs policy processes important for planning and guiding sustainable agriculture and soil management. The work is methodologically novel, as it applies endpoint risk to thresholds in soils, and thus guides future impact studies. Updates with more recent land use and soil data are now possible.\n\nThe description of the included model results and the reference report is provided under \"lineage\". The data set is provided as SHP and also in a GDB, the latter including as well the N and P concentrations. 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resolution"}, {"concepts": [{"id": "European"}], "scheme": "http://inspire.ec.europa.eu/metadata-codelist/SpatialScope"}, {"concepts": [{"id": "Soil"}, {"id": "Land use"}], "scheme": "https://www.eea.europa.eu/themes"}], "rights": "no limitations to public access", "updated": "2023-08-04T09:35:43.816Z", "type": "Dataset", "created": "2020-10-07T00:00:00", "language": "eng", "title": "Concentrations of nitrogen and phosphorus in European agricultural soils, Oct. 2020", "description": "This data set contains current nitrogen (N) and critical phosphorus (P) concentrations and their exceedances of the current and required Nitrogen Use Efficiencies (NUE) in Europe. 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Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "13", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "20", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "34", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "41", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "48", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "62", "description": "In mehreren Forschungsvorhaben wurde ein Konzept zur Ableitung von fl\u00e4chenhaft repr\u00e4sentativen Hintergrundwerten f\u00fcr Ober- und Unterb\u00f6den sowie f\u00fcr den Untergrund entwickelt und angewendet. Das Konzept beruht auf einer Zuordnung der 69 bodenkundlichen Legendeneinheiten der B\u00dcK1000N, Version 2.31, zu 15 Bodenausgangsgesteinsgruppen. Au\u00dferdem wird f\u00fcr Oberb\u00f6den zus\u00e4tzlich nach Landnutzung differenziert. Zur Schaffung eines Datensatzes mit entsprechenden Punktinformationen wurden unterschiedliche Datenbest\u00e4nde aus den L\u00e4ndern und vom Bund nach Abgleich gegen\u00fcber den Mindestanforderungen und inhaltlicher Harmonisierung zusammengef\u00fchrt. Auf der Grundlage von ca. 5000 harmonisierten Profildaten konnten repr\u00e4sentative Hintergrundwerte anorganischer Spurenstoffe f\u00fcr Ober- und Unterb\u00f6den sowie den Untergrund mit einer Fl\u00e4chendeckung von ca. 90% der Bundesrepublik abgeleitet werden und diese werden in der Karte dargestellt. Das genaue Vorgehen bei der Ableitung ist dem Bericht der LABO-Bund/L\u00e4nder-Arbeitsgemeinschaft Bodenschutz (2003): 'Hintergrundwerte f\u00fcr anorganische und organische Stoffe in B\u00f6den, 3. \u00fcberarbeitete und erg\u00e4nzte Auflage', zu entnehmen.", "protocol": "OGC:WMS", "rel": null}, {"href": "https://services.bgr.de/wms/boden/bodenstoffe/?SERVICE=WMS&REQUEST=GetCapabilities", "name": "4,6,13,20,27,34,41,48,55,62,69,76,83,90,97,104", "protocol": "ogc:wms", "rel": null}, {"href": "https://github.com/ejpsoil/ejpsoildatahub/tree/main/datasets/mensmeu/Germany/fffdf08f-8ee8-4802-8354-5e6df694.yml", "name": "Source of the record", "protocol": "canonical", "rel": "canonical"}, {"rel": "self", "type": "application/geo+json", "title": "fffdf08f-8ee8-4802-8354-5e6df694b0c7", "name": "item", "description": "fffdf08f-8ee8-4802-8354-5e6df694b0c7", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/fffdf08f-8ee8-4802-8354-5e6df694b0c7"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2017-01-01T00:00:00Z"}}, {"id": "52141fd6-6d4c-4816-addf-9c29e15d4f4a", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[64.87, 64.86], [64.87, 64.87], [64.87, 64.87], [64.87, 64.86], [64.87, 64.86]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil"}, {"id": "topsoil"}, {"id": "subsoil"}, {"id": "soil chemicophysical properties"}, {"id": "redox potential"}, {"id": "soil water content"}, {"id": "soil temperature"}, {"id": "monitoring systems"}, {"id": "permafrost"}, {"id": "soil degradation"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "Pedogenic iron"}, {"id": "oxidizing soil conditions"}, {"id": "reducing soil conditions"}], "scheme": "Individual"}, {"concepts": [{"id": "Boden"}, {"id": "pedosphere"}, {"id": "soil"}, {"id": "soil degradation"}, {"id": "organic matter"}, {"id": "decomposition"}, {"id": "environmental monitoring"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Alaska"}], "scheme": "individual"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2025-07-21", "type": "Dataset", "created": "2025-07-07", "language": "eng", "title": "Soil monitoring dataset Fairbanks Alaska", "description": "This dataset includes a soil monitoring of redox potential, soil moisture, and soil temperature in 2 soil depths (mineral topsoil and subsoil) at 3 research sites in Fairbanks, Interior Alaska. Research sites cover an intact permafrost soil and 2 degraded permafrost soils, one dry-degraded and one wet-degraded site. The monitoring was conducted from September 2021 to September 2024, covering 3 consecutive years. Measuring intervals were set to 15 min. Soil redox potentials were measured against an Ag/AgCl reference electrode in 3 M KCl electrolyte solution. 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{"concepts": [{"id": "carbon source"}, {"id": "aggregate fractionation"}, {"id": "density fractionation"}, {"id": "soil degradation"}], "scheme": "Individual"}, {"concepts": [{"id": "Boden"}, {"id": "Soil"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the Other's research activities.\" Although every care has been taken in preparing and testing the data, the Other and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the Other and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The Other and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2023-11-01", "type": "Dataset", "created": "2023-09-29", "language": "eng", "title": "Test dataset for Xenia - should not be published", "description": "Test Beschreibung - Nur Bl\u00f6dsinn", "formats": [{"name": "CSV"}], "keywords": ["Soil", "permafrost", "soil organic matter", "climate change", "carbon sinks", "biogeochemical cycle", "topsoil", "subsoil", "losses from soil", "carbon source", "aggregate fractionation", "density fractionation", "soil degradation", "Boden", "Soil"], "contacts": [{"name": "Xenia Specka", "organization": "Leibniz-Centre for Agricultural Landscape Research (ZALF) e.V.", "position": "Researcher", "roles": ["author"], "phones": [{"value": "+49 33432 82 217"}], "emails": [{"value": "specka@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Str. 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Georg Guggenberger", "organization": "Leibniz Universit\u00e4t Hannover", "position": null, "roles": ["projectLeader"], "phones": [{"value": null}], "emails": [{"value": "guggenberger@ifbk.uni-hannover.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "ZALF", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": "Research Platform 'Data Analysis & Simulation' - Workgroup Research Data Management", "roles": ["publisher"], "phones": [{"value": "+49 33432 82 300"}], "emails": [{"value": "dataservice@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": null}]}, {"organization": "Leibniz-Centre for Agricultural Landscape Research (ZALF) e.V.", "roles": ["contributor"]}], "title_alternate": "Data collection: Part 0/4, table: Index"}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=ebccd65d-b193-413e-a245-190f97382gmd:fc8", "rel": "download"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/ebccd65d-b193-413e-a245-190f97382fc8", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2304dbc4-9054-436c-b3ef-7e79a514ee9d", "name": "item", "description": "2304dbc4-9054-436c-b3ef-7e79a514ee9d", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2304dbc4-9054-436c-b3ef-7e79a514ee9d"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-11-01T00:00:00Z"}}, {"id": "a8151020-b06a-427c-9565-d63236a8787d", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[5.98, 47.3], [5.98, 54.98], [15.01, 54.98], [15.01, 47.3], [5.98, 47.3]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "soil anthropogenic changes"}, {"id": "soil degradation"}, {"id": "soil management"}, {"id": "farmers' attitudes"}, {"id": "farm management"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}], "scheme": "Individual"}, {"concepts": [{"id": "Boden"}, {"id": "Meinungsumfrage"}, {"id": "Managementtechnik"}, {"id": "Bodennutzung"}, {"id": "Sozio\u00f6konomie"}], "scheme": "GEMET - Concepts, version 2.4"}, {"concepts": [{"id": "Boden"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}], "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the BonaRes Module A-Project - SOILAssist's research activities.\" Although every care has been taken in preparing and testing the data, the BonaRes Module A-Project - SOILAssist and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the BonaRes Module A-Project - SOILAssist and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The BonaRes Module A-Project - SOILAssist and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data. The access to this data is restricted during embargo time. If prior access is requested, contact the data owner / author.", "updated": "2021-08-09", "type": "Dataset", "created": "2020-09-25", "language": "eng", "title": "Survey of farmers on their perception of soil compaction and application of soil conservation measures", "description": "While the scientific aspects of soil compaction are studied since decades, there is hardly insight on knowledge and perception of this topic among farmers. Furthermore, there is hardly information on the dissemination of soil conservation measures to avoid soil compaction. For this reason, we conducted a German-wide online survey among farmers on this topic in autumn/winter 2017/2018. A further aim was to collect information on the dissemination of new technologies (apps) and to identify possible gaps in information services. The quantitative survey was conducted with the software LimeSurvey. Farmers were invited via various channels (professional journals, mailing lists of interest groups, Th\u00fcnen homepage). The questionnaire contained the following thematic blocks: 1. general information on the farm, 2. soil compaction (perception and measures), 3. crop rotation and soil tillage, 4. technical equipment/process organisation (incl. contractors), 5. consulting and information offers (incl. apps). \n\nResearch domain: Agricultural Economics and Sociology", "formats": [{"name": "CSV"}], "keywords": ["soil anthropogenic changes", "soil degradation", "soil management", "farmers' attitudes", "farm management", "opendata", "Boden", "Meinungsumfrage", "Managementtechnik", "Bodennutzung", "Sozio\u00f6konomie", "Boden"], "contacts": [{"name": "Ledermueller, Sandra", "organization": "Th\u00fcnen Institute Coordination Units Climate and Soil", "position": "Research associate", "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "sandra.ledermueller@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 49"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Fick, Johanna", "organization": "Th\u00fcnen Institute of Rural Studies", "position": "Research associate", "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "johanna.fick@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 64"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Brunotte, Joachim", "organization": "Th\u00fcnen Institute of Agricultural Technology", "position": "Research associate", "roles": ["projectLeader"], "phones": [{"value": null}], "emails": [{"value": "joachim.brunotte@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 47"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Lorenz, Marco", "organization": "Th\u00fcnen Institute of Agricultural Technology", "position": "Research associate", "roles": ["projectManager"], "phones": [{"value": null}], "emails": [{"value": "marco.lorenz@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 47"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Jacobs, Anna", "organization": "Th\u00fcnen Institute Coordination Units Climate and Soil", "position": "Research associate", "roles": ["workPackageLeader"], "phones": [{"value": null}], "emails": [{"value": "anna.jacobs@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 49"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Thomas, Celina", "organization": "Th\u00fcnen Institute of Agricultural Technology", "position": "Research associate", "roles": ["dataCurator"], "phones": [{"value": null}], "emails": [{"value": "celina.thomas@thuenen.de"}], "addresses": [{"deliveryPoint": ["Bundesallee 47"], "city": "Braunschweig", "administrativeArea": null, "postalCode": "38116", "country": "Germany"}], "links": [{"href": null}]}, {"name": "BonaRes Data Centre", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": "Research Platform 'Data Analysis & Simulation' - WG Geodata", "roles": ["publisher"], "phones": [{"value": "+49 33432 82 171"}], "emails": [{"value": "bonares-datenzentrum@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": null}]}, {"organization": "Th\u00fcnen Institute of Rural Studies;Th\u00fcnen Institute Coordination Units Climate and Soil", "roles": ["contributor"]}]}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=a8151020-b06a-427c-9565-d63236a8787d", "rel": "download"}, {"href": "https://metadata.bonares.de:443/smartEditor/preview/Graphischer_Ueberblick_survey_SC_german_farmers.png", "name": "preview", "description": "Web image thumbnail (URL)", "protocol": "WWW:LINK-1.0-http--image-thumbnail", "rel": "preview"}, {"rel": "self", "type": "application/geo+json", "title": "a8151020-b06a-427c-9565-d63236a8787d", "name": "item", "description": "a8151020-b06a-427c-9565-d63236a8787d", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/a8151020-b06a-427c-9565-d63236a8787d"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2021-08-09T00:00:00Z"}}, {"id": "07de752b-98c0-4ae3-bb13-673ef30f4e2f", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[9.65, 44.67], [9.65, 44.78], [9.82, 44.78], [9.82, 44.67], [9.65, 44.67]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil"}, {"id": "soil degradation"}, {"id": "spectroscopy"}, {"id": "soil organic matter"}, {"id": "machine learning"}, {"id": "landscape"}, {"id": "sediment transport"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}], "scheme": "Individual"}, {"concepts": [{"id": "Boden"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Europe"}, {"id": "Italy"}, {"id": "Emilia-Romagna region"}, {"id": "Piacenza province"}, {"id": "Arda valley"}, {"id": "Upper Arda valley"}, {"id": "Morfasso"}], "scheme": "individual"}], "license": "CC BY", "rights": "Restrictions applied to assure the protection of privacy or intellectual property, and any special restrictions or limitations or warnings on using the resource or metadata. Reports, articles, papers, scientific and non - scientific works of any form, including tables, maps, or any other kind of output, in printed or electronic form, based in whole or in part on the data supplied, must contain an acknowledgement of the form: \"Data reused from the BonaRes Data Centre www.bonares.de. This data were created as part of the ZALF Datenerfassung's research activities.\" Although every care has been taken in preparing and testing the data, the ZALF Datenerfassung and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the ZALF Datenerfassung and the BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The ZALF Datenerfassung and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2025-09-30", "type": "Dataset", "created": "2025-08-06", "language": "eng", "title": "FTIR-derived soil degradation indices and stochastic modelling of organic matter\u2013sediment dynamics in a Mediterranean watershed: a Northern Apennines case study", "description": "Supplementary Information datasets for the paper: 'FTIR-derived soil degradation indices and stochastic modelling of organic matter\u2013sediment dynamics in a Mediterranean watershed: a Northern Apennines case study' published in PLOS ONE (DOI: 10.1371/journal.pone.0330252).\nThe uploaded files represent the datasets of 'target' and 'feature' variables related to the three experiments performed in the above-mentioned study, along with the related raster and shape file data (feature variables), contributing areas, and the location of the sampling points.", "formats": [{"name": "CSV"}], "keywords": ["Soil", "soil degradation", "spectroscopy", "soil organic matter", "machine learning", "landscape", "sediment transport", "opendata", "Boden", "Europe", "Italy", "Emilia-Romagna region", "Piacenza province", "Arda valley", "Upper Arda valley", "Morfasso"], "contacts": [{"name": "Leibniz Centre for Agricultural Landscape Research", "organization": "ZALF", "position": "Research Platform 'Data Analysis & Simulation' - Workgroup Research Data Management", "roles": ["publisher"], "phones": [{"value": "+49 33432 82 300"}], "emails": [{"value": "dataservice@zalf.de"}], "addresses": [{"deliveryPoint": ["Eberswalder Strasse 84"], "city": "M\u00fcncheberg", "administrativeArea": "Brandenburg", "postalCode": "15374", "country": "Germany"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "https://ror.org/01ygyzs83", "name_url": "", "description": "ROR", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Manuel La Licata", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "manuel.lalicata@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0001-9106-6408", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Michael Maerker", "organization": "Leibniz Centre for Agricultural Landscape Research", "position": null, "roles": ["projectLeader"], "phones": [{"value": null}], "emails": [{"value": "michael.maerker@zalf.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0003-0632-1422", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "D. Adeniyi", "organization": "CMCC Foundation - Euro-Mediterranean Center on Climate Change", "position": null, "roles": ["researcher"], "phones": [{"value": null}], "emails": [{"value": "odunayodavid.adeniyi@cmcc.it"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": "0000-0002-1312-9255", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Ruth H. 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