{"type": "FeatureCollection", "features": [{"id": "33aa2643-5018-4e31-8b88-c2eb0a7a56f8", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[5.87, 47.27], [5.87, 55.06], [15.03, 55.06], [15.03, 47.27], [5.87, 47.27]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil"}, {"id": "agricultural practices"}, {"id": "crop rotation"}, {"id": "environmental monitoring"}, {"id": "multiple regression analysis"}, {"id": "plant developmental stages"}, {"id": "phenology"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}], "scheme": "Individual"}, {"concepts": [{"id": "Boden"}, {"id": "agricultural management"}, {"id": "crop rotation"}, {"id": "environmental monitoring"}, {"id": "interpolation"}, {"id": "seasonal variation"}, {"id": "biological development"}], "scheme": "GEMET - Concepts, version 2.4"}, {"concepts": [{"id": "elevation"}, {"id": "land use"}, {"id": "meteorological geographical features"}, {"id": "geographical grid systems"}], "scheme": "INSPIRE"}, {"concepts": [{"id": "Germany"}], "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 Repository www.bonares.de. This data were created as part of the JKI's research activities.\" Although every care has been taken in preparing and testing the data, the JKI and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the JKI and the BonaRes Repository 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 Repository will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2023-12-13", "type": "Dataset", "created": "2022-09-30", "language": "eng", "title": "Germany-wide time series of interpolated phenological observations for main crop types between 1993 and 2021", "description": "

The data set documents a Germany-wide and spatio-temporally consistent 1 \u00d7 1 km\u00b2 analysis-ready time series (ARD-TS) of interpolated DOYs (days of the year) covering 56 beginning phenological development stages (phases) of 9 main crop types for the period between 1993 and 2021. The derivation is based on Germany-wide observations of the German Weather Service (DWD), which were statistically filtered and interpolated.

\n

The German Weather Service operates a phenological observation network. About 1200 observers monitor 160 phenological phases of wild and cultivated plants. The PHASE model was developed to interpolate the phenological observations for the entire territory of Germany (Gerstmann et al. (2016) Rel.Identifer TAB 8). The model combines the concept of growing degree days (GDD) with a geostatistical interpolation procedure. The PHASE model was applied to create a Germany-wide and spatio-temporally consistent 1 \u00d7 1 km\u00b2 analysis-ready time series (ARD-TS) of interpolated DOYs (days of the year) covering 56 beginning phenological development stages (phases) of 9 main crop types for the period between 1993 and 2021. The dataset includes the following information:

\n

\n\u2022\tGermany-wide interpolated temperature data from the German Weather Service (DWD),
\n\u2022\traster datasets of interpolated crop-specific and Germany-wide incipient phenological development stages for the period between 1993 and 2020. The value in each pixel of these rasters represents the Day Of the Year (DOY) of the respective beginning phenological plant development stage, \n
\n\u2022\taccuracy metrics (RMSE, MSE, MAE, and R\u00b2) for each Germany-wide interpolation result.

\n

The code of the phase model is documented in a software repository (Rel.Identifer TAB 9 and 10). The temporally static model input data are also stored there.

\n

Research question
\nThe dataset allows the spatio-temporal definition of phenological windows for any available year and user-defined region (M\u00f6ller et al. (2020) Rel.Identifer TAB 1). Such information is important for various agricultural issues such as the derivation of weather or biodiversity indices, crop classification, soil erosion or crop yield modeling (Bucheli et al. (2022) Rel.Identifer TAB 5; Gerstmann et al. (2018) ; Rel.Identifer TAB 3; M\u00f6ller et al. (2017, 2018) ; Rel.Identifer TAB 2 and 4; Riedsel et al. (2022) ; Rel.Identifer TAB 6).

\nAll relvant papers are listed under RelatedIdentifier.
\nA form for creating an individual WCS can be found here:
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(e.g. 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: \u201cData re-used from the BonaRes Data Centre www.bonares.de. This data were created as part of BonaRes Module A-Project - SUSALPS's research activities.\u201d Although every care has been taken in preparing and testing the data, BonaRes Module A-Project- SUSALPS and BonaRes Data Centre cannot guarantee that the data are correct; neither does BonaRes Module A-Project and BonaRes Data Centre accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or dam-age arising from its use. The BonaRes Module A-Project-SUSALPS 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": "2023-03-22", "type": "Dataset", "created": "2019-03-01", "language": "eng", "title": "Agricultural management events at the SUSALPS sites Fendt, Graswang, Rottenbuch and Esterberg 2012-2018", "description": "Data set contains results of laboratory analyses performed by commercial lab Raiffeisen Laborservice, Raiffeisen Rhein-Ahr-Eifel Handelsgesellschaft mbH, Im M\u00fchlenfeld 22-28, 53881 Euskirchen, Germany for slurry applied on intensively and extensively managed lysimeter and mesocosms located in Graswang, Fendt, Rottenbuch and Esterberg for manuring events from 2012-2018.\nThese results contain data for overall dry matter, dry mass %, total N devided in organic N and ammonium N, phosphate and ph value.\n\n\nResearch domain: Management data\n\nResearch question: The data set contains fundamental information for environmental sciences and, thus, serves as the base for many research questions. The fundamental research question in SUSALPS is how mountainous grassland can be managed in a sustainable way in a changing climate.", "formats": [{"name": "CSV"}], "keywords": ["environmental factors", "water", "Soil analysis", "Soil", "soil amendments", "Soil analysis", "Soil biology", "Soil biology", "Temperature profile", "moisture content", "Temperature", "Soil temperature", "Fertilizer application", "application", "agronomic practices", "farming systems", "Grassland management", "Grassland soils", "Grassland soils", "grasslands", "permanent grasslands", "permanent grasslands", "agriculture", "agricultural practices", "Climatic change", "Boden", "Boden", "opendata"], "contacts": [{"name": "Krischan Petersen", "organization": "KIT IMK-IFU", "position": "Research Associate", "roles": ["author"], "phones": [{"value": "+49 8821 183 160"}], "emails": [{"value": "ralf.kiese@kit.edu"}], "addresses": [{"deliveryPoint": ["Kreuzeckbahnstra\u00dfe 19"], "city": "Garmisch-Partenkirchen", "administrativeArea": "Bavaria", "postalCode": "82467", "country": "Germany"}], "links": [{"href": null}]}, {"name": "Ralf Kiese", "organization": "KIT IMK-IFU", "position": "Group leader", "roles": ["projectLeader"], "phones": [{"value": "+49 8821 183 153"}], "emails": [{"value": "ralf.kiese@kit.edu"}], "addresses": [{"deliveryPoint": ["Kreuzeckbahnstra\u00dfe 19"], "city": "Garmisch-Partenkirchen", "administrativeArea": "Bavaria", "postalCode": "82467", "country": "Germany"}], "links": [{"href": null}]}, {"name": "BonaRes Data Centre", "organization": "Leibniz Centre for Agricultural Landscape Research (ZALF)", "position": "Agricultural Landscape Data Centre", "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": "KIT IMK-IFU", "roles": ["contributor"]}]}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=eed3d0a8-50f8-4ebd-ae09-f44708ea1695", "rel": "download"}, {"rel": "self", "type": "application/geo+json", "title": "eed3d0a8-50f8-4ebd-ae09-f44708ea1695", "name": "item", "description": "eed3d0a8-50f8-4ebd-ae09-f44708ea1695", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/eed3d0a8-50f8-4ebd-ae09-f44708ea1695"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"interval": ["2016-08-11T00:00:00Z", "2018-10-09T00:00:00Z"]}}, {"id": "790f500e-a3c3-4673-bf10-bcd7f591eb42", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-31.27, 27.64], [-31.27, 69.06], [29.72, 69.06], [29.72, 27.64], [-31.27, 27.64]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil"}, {"id": "farm survey"}, {"id": "farming systems"}, {"id": "sustainable agriculture"}, {"id": "conservation agriculture"}, {"id": "motivation"}, {"id": "extensification"}, {"id": "good agricultural practices"}, {"id": "grassland management"}, {"id": "biodiversity conservation"}, {"id": "decision making"}, {"id": "socioecological systems"}, {"id": "farm management"}, {"id": "common agricultural policy"}, {"id": "labelling"}, {"id": "cooperative farming"}, {"id": "hedge"}, {"id": "olive oil"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "farmers\u2019 attitudes"}, {"id": "agricultural management"}, {"id": "hedgerows"}, {"id": "flower strips"}, {"id": "semi-natural habitats"}, {"id": "discrete choice experiment"}, {"id": "spatial experiment"}], "scheme": "Individual"}, {"concepts": [{"id": "Bodennutzung"}], "scheme": "GEMET - INSPIRE themes, version 1.0"}, {"concepts": [{"id": "Europe"}, {"id": "Portugal"}, {"id": "Spain"}, {"id": "France"}, {"id": "The Netherlands"}, {"id": "United Kingdom"}, {"id": "Sweden"}, {"id": "Switzerland"}, {"id": "Estonia"}, {"id": "Hungary"}, {"id": "Romania"}], "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. 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