{"type": "FeatureCollection", "features": [{"id": "10.5281/zenodo.15584603", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:10Z", "type": "Report", "title": "SETAC Europe 35th Annual Meeting", "description": "This is a collection of presentations presented by PAPILLONS community at the SETAC Europe 35th Annual Meeting, which was held from 11 -15 May 2025 in Vienna Austria.\u00a0\u00a0  Conference website: https://www.setac.org/discover-events/global-meetings/setac-europe-35th-annual-meeting.html", "keywords": ["microplastics", "soil properties", "woodlice", "invertebrates", "field studies", "soil community", "agriculture", "behaviour"], "contacts": [{"organization": "van Gestel, Cornelis A.M., Selonen, Salla, Jemec Kokalj, Anita, Hofman, Jakub, Pintar, Marina, Primo\u017e, Zidar, Saartama, Vili, \u0160m\u00eddov\u00e1, Kl\u00e1ra, \u017deleznikar, \u0160pela, van Loon, Sam, Haimi, Jari,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.15584603"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.15584603", "name": "item", "description": "10.5281/zenodo.15584603", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.15584603"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-06-03T00:00:00Z"}}, {"id": "10.5281/zenodo.16737722", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:14Z", "type": "Dataset", "title": "Soil data", "description": "HESD is a digital soil map of Europe developed by the Joint Research Centre (JRC) of the European Commission. The database contains information on soil types and properties (physical, chemical, and mineralogical), such as the soil organic carbon, pH, texture, and depth, among others. This v2 includes the metadata.", "keywords": ["land", "soil properties"], "contacts": [{"organization": "Sismanidis, Panagiotis", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.16737722"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.16737722", "name": "item", "description": "10.5281/zenodo.16737722", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.16737722"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-04-03T00:00:00Z"}}, {"id": "10.5281/zenodo.17397628", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:16Z", "type": "Dataset", "title": "Database of soil characteristics under specific pesticide management", "description": "Database of soil characteristics under specific pesticide management  Contributors: Mark\u00e9ta Mayerov\u00e1 and Veronika \u0158ez\u00e1\u010dov\u00e1  Affiliation: Czech Agrifood Research Center, Drnovsk\u00e1 507/73, CZ-160 00 Prague 6, Czech Republic  Database of soil characteristics will contribute to the realization of the project\u00b4s goal to identify appropriate and inappropriate pesticides from the point of the view of their impact on the non-target organisms and soil characteristics.  Field I.  The field experiment was established in 2024 in the experimental area of the Czech Agrifood Research Center in Prague \u2013 Ruzyn\u011b (previously Crop Research Institute). The experiment took place at the site of the experiment that had been running there since 2013 and included 5 different herbicide treatments in 4 replications (Mayerov\u00e1 et al. 2018)  The new trial area was split into 20 randomised plots with 2 different herbicide treatments in 8 replications and control without herbicides in 4 replications. Herbicide treatments differed in the mode of action (Table 1)  Table 1. Summary of the herbicides and active ingredients used in the trial. Classification Group by Herbicide Resistance Action Committee (HRAC).       herbicide     dose    formulation    active ingredient    content of a.i.    HRAC group    target weeds      Agritox 50 SL    1.5 l/ha    EC    MCPA    500 g/l    O    dicot      Glean 75 PX    15 g/ha    WG    chlorsulfuron    750 g/l    B    dicot + annual grasses       \u00a0  The area of each plot was 100 m2 and the 10 by 10 m plots were separated from field boundaries and from each other by 2 m on all sides to eliminate interaction between plots. Herbicides were applied post emergency in spring (April 26, 2024) from the tillering crop stage to the beginning of stem elongation (BBCH 21\u201331) by the Agrio-Napa 12 sprayer. Winter wheat was grown in the experimental field in 2024. At the beginning of March, it was mineral fertilized with LAD (ammonium nitrate with dolomite - NH4NO3\u00a0+\u00a0CaMg (CO3)2; 27 % N) at a dose 100 kg/ha.   Mixed disturbed soil samples for microbiological and physicochemical analyses were taken from the 0-15cm upper soil layer in each replication before herbicide application (April 24, 2024), 14 days after herbicide application (May 9, 2024) and 7 weeks after herbicide application (June 14, 2024). \u00a0A total of 20 soil samples were collected at each sampling. The soil samples were subsequently dried and sieved through a 2 mm sieve, thus simultaneously homogenised. The following soil properties were determined: pH (H2O), electric conductivity, available P and K, concentration NH4 and NO3, soil organic carbon, and total organic nitrogen content. Available P and K were assessed according to the Mehlich III method (Mehlich, 1984) on an Agilant ICP-OES 5110 VDV instrument. NO3 and NH4 were determined using calcium chloride solution as extractant according to ISO 14255:1998 on automated chemistry analyser SKALAR. Soil organic carbon and soil organic matter content were determined by sulfochromic oxidation according to ISO 14235:1998.   Field II  The field experiment was established in 2024 in the experimental area of the Czech Agrifood Research Center in Prague \u2013 Ruzyn\u011b (previously Crop Research Institute). The total area of the experiment is about 11 ha including the protective area around the entire experiment. The experimental area is divided into two halves, 120m wide and 300m long.\u00a0 One half was treated on June 17, 2024, with insecticide Decis forte (active ingredient deltamethrin) at a dose 62.5ml/ha, the other half was without insecticide treatment. Both areas are further divided into other halves. One half was treated on May 15, 2024, with herbicide Agritox (active ingredient MCPA) at a dose 1.5l/ha, the other was treated with hoeing only. We thus obtained 4 strips 60m wide with following treatment combinations: (A) herbicide + insecticide; (B) hoeing + insecticide; (C) hoeing; (D) herbicide. Spring wheat was grown in the experimental field in 2024. It was fertilized with mineral nitrogen at a dose of 150 kg N/ha before sowing and with 39 kg N/ha (DAM 390 - ammonium nitrate with urea) in the tillering phenophase.  In the middle of each strip (i.e. treatment), 8 sampling sites were marked in a row, 20 m apart from each other. Mixed disturbed soil samples for microbiological and physicochemical analyses were taken from the 0-15cm upper soil layer at each sampling site 14 days after herbicide application and 14 days after insecticide application. A total of 32 soil samples were collected at each sampling. Further sample processing was the same as for Field I.  The database will be gradually supplemented in the following years.   Funding: Development for this work is funded primarily by the Technology Agency of the Czech Republic, project SS07020100: \u201cThe impact of plant protection products on non-target biodiversity: soil microorganisms, invertebrates and wild plants\u201d, and the Ministry of Agriculture of the Czech Republic, institutional support MZE-RO0425.  The database was approved on September 2, 2025, by the Ministry of Agriculture of the Czech Republic.  \u00a0Update for 2025  Both experiments were conducted in the same mode as in 2024 with a few changes listed below.  Field I.  Spring barley was cultivated here. Herbicides were applied 19.5.2025. Tribenuron methyl was used instead of chlorsulfuron at a dose 18.75 g/ha, however both herbicides to the group with the same mechanism of action (HRAC group 2B; sulfonylureas). \u00a0  Unlike in 2025, mixed disturbed soil samples were taken only once, 14 days after herbicide application (June 3, 2025).   Field II.  Winter triticale was cultivated here. Herbicide was applied 24.2.2025 and insecticide was applied 3.6. 2025. Soil samples were taken 14 days after herbicide application (May 6, 2025) and 14 days after insecticide application (June 17, 2025).  References:  Mayerov\u00e1 M., Mikulka J., Soukup J. (2018): Effects of selective herbicide treatment on weed community in cereal crop rotation. Plant Soil Environ., 64: 413\u2013420. https://doi.org/10.17221/289/2018-PSE  \u00a0Mehlich A. (1984): Mehlich 3 Soil Test Extractant. A Modification of the Mehlich 2 Extractant. Commun. Soil Sci. Plant Anal. 15, 1409-1416. http://dx.doi.org/10.1080/00103628409367568.", "keywords": ["field trial", " herbicides", " insecticides", " soil properties"], "contacts": [{"organization": "Mayerov\u00e1, Mark\u00e9ta, \u0158ez\u00e1\u010dov\u00e1, Veronika,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.17397628"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.17397628", "name": "item", "description": "10.5281/zenodo.17397628", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.17397628"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-01-01T00:00:00Z"}}, {"id": "10.5281/zenodo.3796727", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:21Z", "type": "Dataset", "title": "SELECTED PHYSICAL AND CHEMICAL PROPERTIES OF SOIL UNDER DIFFERENT AGRICULTURAL LAND-USE TYPES IN ILE-IFE, NIGERIA", "description": "The study examined changes in soil properties under different agricultural land-use types. This is with the view to extending knowledge on the nature of soil properties under long-term land-use practices. Six land-use types were considered; paddock, continuously cropped, secondary forest, teak, oil palm and cacao plantations. Soil strength and saturated hydraulic conductivity were determined at two soil depths (0-15 and 15-30 cm) in-situ. Soil samples were collected to determine particle size distribution, bulk density, aggregate stability, pH, organic carbon, cation exchange capacity, total nitrogen and available phosphorus.", "keywords": ["2. Zero hunger", "Land-use types", " agriculture", " tree crops", " paddock", " secondary forest", " soil properties", "15. Life on land", "6. Clean water"], "contacts": [{"organization": "Akinde, Bamikole, Olakayode, Abiodun, Oyedele, Durodoluwa, Tijani, Fatai,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.3796727"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.3796727", "name": "item", "description": "10.5281/zenodo.3796727", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.3796727"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-05-06T00:00:00Z"}}, {"id": "10.5281/zenodo.2526673", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:18Z", "type": "Dataset", "title": "Database Manuscript Temperature and moisture are minor drivers of regional-scale soil organic carbon dynamics - Gonzalez Dominguez et al", "description": "The database contained the data used in the manuscript <strong>Temperature and moisture are minor drivers of regional-scale soil organic carbon dynamics, by Gonzalez Dominguez et al. </strong>", "keywords": ["Climatic drivers", "Soil properties", "15. Life on land", "Soil carbon", "Turnover"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.2526673"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.2526673", "name": "item", "description": "10.5281/zenodo.2526673", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.2526673"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-12-26T00:00:00Z"}}, {"id": "10.5281/zenodo.7152653", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:32Z", "type": "Dataset", "title": "Soil properties as point estimations over the Cypriot pilot area (2022)", "description": "In the context of the EU-funded project DIONE (No. 870378), VNIR topsoil reflectance was captured with DIONE\u2019s Soil Scanning System and transformed through Machine Learning modelling to a set of soil properties that are meaningful for the assessment of soil health. The captured reflectance measurements correspond to locations distributed within the pilot areas of Cyprus and are indicated after the analysis of EO multispectral imagery, aiming to create a collection of point locations that well represent the soil characteristics of the area, and provide valuable information about soil condition through the estimations of the following soil properties: Sand % Clay % Silt % Electrical Conductivity (mS/m) pH Calcium carbonate % Soil Organic Carbon % The dataset is delivered in a shapefile format (DIONE_CY_point_estimations_2022_WP4.shp - EPSG:4326 - WGS 84) containing the following fields: <strong>Description of the information contained in the corresponding 'CY points estimations' dataset</strong> Field Type Description Sample_ID String Unique ID Lat Real Latitude Lon Real Longitude Sand Real Sand fraction Clay Real Clay fraction Silt Real Silt fraction EC Real Electrical Conductivity ph_H<sub>2</sub>0 Real pH CaCO<sub>3</sub> Real Calcium Carbonate SOC Real Soil Organic Carbon", "keywords": ["Soil Scanning System", "Common Agriculture Policy", "Soil properties", "15. Life on land"], "contacts": [{"organization": "Tsakiridis, Nikolaos, Karyotis, Konstantinos,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.7152653"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.7152653", "name": "item", "description": "10.5281/zenodo.7152653", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.7152653"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-10-06T00:00:00Z"}}, {"id": "10.5281/zenodo.7152717", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:32Z", "type": "Dataset", "title": "Soil properties as point estimations over the Lithuanian pilot area (2022)", "description": "In the context of the EU-funded project DIONE (No. 870378), VNIR topsoil reflectance was captured with DIONE\u2019s Soil Scanning System and transformed through Machine Learning modelling to a set of soil properties that are meaningful for the assessment of soil health. The captured reflectance measurements correspond to locations distributed within the pilot areas of Lithuania and are indicated after the analysis of EO multispectral imagery, aiming to create a collection of point locations that well represent the soil characteristics of the area, and provide valuable information about soil condition through the estimations of the following soil properties: Sand % Clay % Silt % Electrical Conductivity (mS/m) pH Calcium carbonate % Soil Organic Carbon % The dataset is delivered in a shapefile format (DIONE_LT_point_estimations_2022_WP4.shp - EPSG:4326 - WGS 84) containing the following fields: <strong>Description of the information contained in the corresponding 'LT points estimations' dataset</strong> Field Type Description Sample ID String Unique ID Lat Real Latitude Lon Real Longitude Sand Real Sand fraction Clay Real Clay fraction Silt Real Silt fraction EC Real Electrical Conductivity ph_H<sub>2</sub>0 Real ph CaCO<sub>3</sub> Real Calcium Carbonate SOC Real Soil Organic Carbon", "keywords": ["Soil Scanning System", "Common Agriculture Policy", "Soil properties", "15. Life on land"], "contacts": [{"organization": "Tsakiridis, Nikolaos, Karyotis, Konstantinos,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.7152717"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.7152717", "name": "item", "description": "10.5281/zenodo.7152717", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.7152717"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-10-06T00:00:00Z"}}, {"id": "10.5281/zenodo.7229104", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:32Z", "type": "Dataset", "title": "Soil properties as point estimations over the Cypriot pilot area (2021)", "description": "In the context of the EU-funded project DIONE (No. 870378), VNIR topsoil reflectance was captured with DIONE\u2019s Soil Scanning System and transformed through Machine Learning modelling to a set of soil properties that are meaningful for the assessment of soil health. The captured reflectance measurements correspond to locations distributed within the pilot areas of Cyprus and are indicated after the analysis of EO multispectral imagery, aiming to create a collection of point locations that well represent the soil characteristics of the area, and provide valuable information about soil condition through the estimations of the following soil properties: Sand % Clay % Silt % Electrical Conductivity (mS/m) pH Calcium carbonate % Soil Organic Carbon % The dataset is delivered in a shapefile format (DIONE_CY_point_estimations_2021.shp - EPSG:4326 - WGS 84) containing the following fields: <strong>Description of the information contained in the corresponding 'CY points estimations' dataset</strong> Field Type Description Sample_ID String Unique ID lat Real Latitude lon Real Longitude Sand Real Sand fraction Clay Real Clay fraction Silt Real Silt fraction EC Real Electrical Conductivity pH_H20 Real pH CaCO3 Real Calcium Carbonate SOC Real Soil Organic Carbon", "keywords": ["Soil Scanning System", "Common Agriculture Policy", "Soil properties", "15. Life on land"], "contacts": [{"organization": "Tsakiridis, Nikolaos, Karyotis, Konstantinos,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.7229104"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.7229104", "name": "item", "description": "10.5281/zenodo.7229104", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.7229104"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-10-20T00:00:00Z"}}, {"id": "10.5281/zenodo.7229184", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:32Z", "type": "Dataset", "title": "Soil properties as point estimations over the Lithuanian pilot area (2021)", "description": "In the context of the EU-funded project DIONE (No. 870378), VNIR topsoil reflectance was captured with DIONE\u2019s Soil Scanning System and transformed through Machine Learning modelling to a set of soil properties that are meaningful for the assessment of soil health. The captured reflectance measurements correspond to locations distributed within the pilot areas of Lithuania and are indicated after the analysis of EO multispectral imagery, aiming to create a collection of point locations that well represent the soil characteristics of the area, and provide valuable information about soil condition through the estimations of the following soil properties: Sand % Clay % Silt % Electrical Conductivity (mS/m) pH Calcium carbonate % Soil Organic Carbon % The dataset is delivered in a shapefile format (DIONE_LT_point_estimations_2021.shp - EPSG:4326 - WGS 84) containing the following fields: <br> <strong>Description of the information contained in the corresponding 'LTH points estimations' dataset</strong> Field Type Description Sample_ID String Unique ID lat Real Latitude lon Real Longitude Sand Real Sand fraction Clay Real Clay fraction Silt Real Silt fraction EC Real Electrical Conductivity pH_H20 Real pH CaCO3 Real Calcium Carbonate SOC Real Soil Organic Carbon <br>", "keywords": ["Soil Scanning System", "Common Agriculture Policy", "Soil properties", "15. Life on land"], "contacts": [{"organization": "Tsakiridis, Nikolaos, Karyotis, Konstantinos,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.7229184"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.7229184", "name": "item", "description": "10.5281/zenodo.7229184", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.7229184"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-10-20T00:00:00Z"}}, {"id": "10.5281/zenodo.8057232", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:21:37Z", "type": "Dataset", "title": "Upscaling soil organic carbon measurements at the continental scale using multivariate clustering analysis and machine learning", "description": "<strong>Data Description</strong>: To improve SOC estimation in the United States, we upscaled site-based SOC measurements to the continental scale using multivariate geographic clustering (MGC) approach coupled with machine learning models. First, we used the MGC approach to segment the United States at 30 arc second resolution based on principal component information from environmental covariates (gNATSGO soil properties, WorldClim bioclimatic variables, MODIS biological variables, and physiographic variables) to 20 SOC regions. We then trained separate random forest model ensembles for each of the SOC regions identified using environmental covariates and soil profile measurements from the International Soil Carbon Network (ISCN) and an Alaska soil profile data. We estimated United States SOC for 0-30 cm and 0-100 cm depths were 52.6 + 3.2 and 108.3 + 8.2 Pg C, respectively. Files in collection (32): Collection contains 22 soil properties geospatial rasters, 4 soil SOC geospatial rasters, 2 ISCN site SOC observations csv files, and 4 R scripts gNATSGO TIF files: \u251c\u2500\u2500 available_water_storage_30arc_30cm_us.tif [30 cm depth soil available water storage]<br> \u251c\u2500\u2500 available_water_storage_30arc_100cm_us.tif [100 cm depth soil available water storage]<br> \u251c\u2500\u2500 caco3_30arc_30cm_us.tif [30 cm depth soil CaCO3 content]<br> \u251c\u2500\u2500 caco3_30arc_100cm_us.tif [100 cm depth soil CaCO3 content]<br> \u251c\u2500\u2500 cec_30arc_30cm_us.tif [30 cm depth soil cation exchange capacity]<br> \u251c\u2500\u2500 cec_30arc_100cm_us.tif [100 cm depth soil cation exchange capacity]<br> \u251c\u2500\u2500 clay_30arc_30cm_us.tif [30 cm depth soil clay content]<br> \u251c\u2500\u2500 clay_30arc_100cm_us.tif [100 cm depth soil clay content]<br> \u251c\u2500\u2500 depthWT_30arc_us.tif [depth to water table]<br> \u251c\u2500\u2500 kfactor_30arc_30cm_us.tif [30 cm depth soil erosion factor]<br> \u251c\u2500\u2500 kfactor_30arc_100cm_us.tif [100 cm depth soil erosion factor]<br> \u251c\u2500\u2500 ph_30arc_100cm_us.tif [100 cm depth soil pH]<br> \u251c\u2500\u2500 ph_30arc_100cm_us.tif [30 cm depth soil pH]<br> \u251c\u2500\u2500 pondingFre_30arc_us.tif [ponding frequency]<br> \u251c\u2500\u2500 sand_30arc_30cm_us.tif [30 cm depth soil sand content]<br> \u251c\u2500\u2500 sand_30arc_100cm_us.tif [100 cm depth soil sand content]<br> \u251c\u2500\u2500 silt_30arc_30cm_us.tif [30 cm depth soil silt content]<br> \u251c\u2500\u2500 silt_30arc_100cm_us.tif [100 cm depth soil silt content]<br> \u251c\u2500\u2500 water_content_30arc_30cm_us.tif [30 cm depth soil water content]<br> \u2514\u2500\u2500 water_content_30arc_100cm_us.tif [100 cm depth soil water content] SOC TIF files: \u251c\u2500\u250030cm SOC mean.tif [30 cm depth soil SOC]<br> \u251c\u2500\u2500100cm SOC mean.tif [100 cm depth soil SOC]<br> \u251c\u2500\u250030cm SOC CV.tif [30 cm depth soil SOC coefficient of variation]<br> \u2514\u2500\u2500100cm SOC CV.tif [100 cm depth soil SOC coefficient of variation] site observations csv files: ISCN_rmNRCS_addNCSS_30cm.csv 30cm ISCN sites SOC replaced NRCS sites with NCSS centroid removed data ISCN_rmNRCS_addNCSS_100cm.csv 100cm ISCN sites SOC replaced NRCS sites with NCSS centroid removed data <br> <strong>Data format</strong>: Geospatial files are provided in Geotiff format in Lat/Lon WGS84 EPSG: 4326 projection at 30 arc second resolution. <strong>Geospatial projection</strong>: <pre><code>GEOGCS['GCS_WGS_1984', DATUM['D_WGS_1984', SPHEROID['WGS_1984',6378137,298.257223563]], PRIMEM['Greenwich',0], UNIT['Degree',0.017453292519943295]] (base) [jbk@theseus ltar_regionalization]$ g.proj -w GEOGCS['wgs84', DATUM['WGS_1984', SPHEROID['WGS_1984',6378137,298.257223563]], PRIMEM['Greenwich',0], UNIT['degree',0.0174532925199433]] </code></pre>", "keywords": ["gNATSGO", "the United States SOC", "US soil properties", "15. Life on land", "Gridded National Soil Survey Geographic Database", "International Soil Carbon Network (ISCN)"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.8057232"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.8057232", "name": "item", "description": "10.5281/zenodo.8057232", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.8057232"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-01-25T00:00:00Z"}}, {"id": "10067/1897670151162165141", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:13Z", "type": "Journal Article", "created": "2022-07-01", "title": "Global stocks and capacity of mineral-associated soil organic carbon", "description": "Abstract<p>Soil is the largest terrestrial reservoir of organic carbon and is central for climate change mitigation and carbon-climate feedbacks. Chemical and physical associations of soil carbon with minerals play a critical role in carbon storage, but the amount and global capacity for storage in this form remain unquantified. Here, we produce spatially-resolved global estimates of mineral-associated organic carbon stocks and carbon-storage capacity by analyzing 1144 globally-distributed soil profiles. We show that current stocks total 899 Pg C to a depth of 1\uffe2\uff80\uff89m in non-permafrost mineral soils. Although this constitutes 66% and 70% of soil carbon in surface and deeper layers, respectively, it is only 42% and 21% of the mineralogical capacity. Regions under agricultural management and deeper soil layers show the largest undersaturation of mineral-associated carbon. Critically, the degree of undersaturation indicates sequestration efficiency over years to decades. We show that, across 103 carbon-accrual measurements spanning management interventions globally, soils furthest from their mineralogical capacity are more effective at accruing carbon; sequestration rates average 3-times higher in soils at one tenth of their capacity compared to soils at one half of their capacity. Our findings provide insights into the world\uffe2\uff80\uff99s soils, their capacity to store carbon, and priority regions and actions for soil carbon management.</p", "keywords": ["Carbon sequestration", "550", "Permafrost", "/704/106/47/4113", "Carbon Dynamics in Peatland Ecosystems", "Digital Soil Mapping Techniques", "Oceanography", "01 natural sciences", "Agricultural and Biological Sciences", "Soil", "Soil water", "Carbon fibers", "Climate change", "2. Zero hunger", "Minerals", "Ecology", "Forestry Sciences", "Q", "Total organic carbon", "article", "Life Sciences", "Composite number", "Geology", "Agriculture", "/704/106/694/682", "Soil carbon", "Chemistry", "/704/47/4113", "CESD-Soil Quality", "Physical Sciences", "Environmental chemistry", "Engineering sciences. Technology", "Composite material", "/141", "Carbon Sequestration", "Environmental Engineering", "Life on Land", "Science", "[SDU.STU]Sciences of the Universe [physics]/Earth Sciences", "Veterinary and Food Sciences", "Soil Science", "/704/106/694/1108", "Environmental science", "Article", "Digital Soil Mapping", "[SDU] Sciences of the Universe [physics]", "Global Soil Information", "Soil Carbon Sequestration", "Biology", "0105 earth and related environmental sciences", "Soil science", "Agricultural", "Soil organic matter", "FOS: Environmental engineering", "Soil Properties", "FOS: Earth and related environmental sciences", "15. Life on land", "Materials science", "Carbon", "Carbon dioxide", "[SDU]Sciences of the Universe [physics]", "13. Climate action", "FOS: Biological sciences", "Environmental Science", "[SDU.STU] Sciences of the Universe [physics]/Earth Sciences", "Soil Carbon Dynamics and Nutrient Cycling in Ecosystems", "/119", "Climate Change Impacts and Adaptation", "Environmental Sciences"]}, "links": [{"href": "https://www.nature.com/articles/s41467-022-31540-9.pdf"}, {"href": "https://escholarship.org/content/qt2vm0b30s/qt2vm0b30s.pdf"}, {"href": "https://doi.org/10067/1897670151162165141"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Nature%20Communications", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10067/1897670151162165141", "name": "item", "description": "10067/1897670151162165141", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10067/1897670151162165141"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-07-01T00:00:00Z"}}, {"id": "10138/334890", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:14Z", "type": "Journal Article", "created": "2021-06-21", "title": "Hydraulic and Physical Properties of Managed and Intact Peatlands: Application of the Van Genuchten\u2010Mualem Models to Peat Soils", "description": "Abstract<p>Undisturbed peatlands are effective carbon sinks and provide a variety of ecosystem services. However, anthropogenic disturbances, especially land drainage, strongly alter peat soil properties and jeopardize the benefits of peatlands. The effects of disturbances should therefore be assessed and predicted. To support accurate modeling, this study determined the physical and hydraulic properties of intact and disturbed peat samples collected from 59 sites (in total 3,073 samples) in Finland and Norway. The bulk density (BD), porosity, and specific yield (Sy) values obtained indicated that the top layer (0\uffe2\uff80\uff9330\uffc2\uffa0cm depth) at agricultural and peat extraction sites was most affected by land use change. The BD in the top layer at agricultural, peat extraction, and forestry sites was 441%, 140%, and 92% higher, respectively, than that of intact peatlands. Porosity decreased with increased BD, but not linearly. Agricultural and peat extraction sites had the lowest saturated hydraulic conductivity, Sy, and porosity, and the highest BD of the land use options studied. The van Genuchten\uffe2\uff80\uff90Mualem (vGM) soil water retention curve (SWRC) and hydraulic conductivity (K) models proved to be applicable for the peat soils tested, providing values of SWRC, K, and vGM\uffe2\uff80\uff90parameters (\uffce\uffb1 and n) for peat layers (top, middle and bottom) under different land uses. A decrease in peat soil water content of \uffe2\uff89\uffa510% reduced the unsaturated K values by two orders of magnitude. This unique data set can be used to improve hydrological modeling in peat\uffe2\uff80\uff90dominated catchments and for fuller integration of peat soils into large\uffe2\uff80\uff90scale hydrological models.</p", "keywords": ["hydrologia", "bogs", "porosity", "peat extraction", "soil water retention curve", "hydraulics", "ta1171", "hydrology", "maank\u00e4ytt\u00f6", "soil", "mets\u00e4talous", "huokoisuus", "Norja", "maatalous", "groundwater", "Suomi", "turpeennosto", "suot", "soils", "turvemaat", "peatlands", "Finland", "turvetuotanto", "hydrauliikka", "agriculture", "maaper\u00e4", "pohjavesi", "Norway", "forestry", "land use", "15. Life on land", "peat soil", "maatalousmaa", "peat production", "6. Clean water", "maalajit", "agricultural land", "ominaisuudet", "13. Climate action", "soil properties", "peatland", "van Genuchten"]}, "links": [{"href": "https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2020WR028624"}, {"href": "https://doi.org/10138/334890"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Water%20Resources%20Research", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10138/334890", "name": "item", "description": "10138/334890", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10138/334890"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2021-07-01T00:00:00Z"}}, {"id": "10261/349896", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:19Z", "type": "Report", "title": "PROBEFIELD: balance r\u00e1pido de C org\u00e1nico del suelo", "description": "Open AccessEl Proyecto ProbeField, \u2018A novel protocol for robust in field monitoring of carbon stock and soil fertility based on proximal sensors and existing soil spectral libraries\u2019, estudia el uso de t\u00e9cnicas de an\u00e1lisis de proximidad (que usan sensores port\u00e1tiles de medici\u00f3n r\u00e1pida y simple) para predecir propiedades de suelos agr\u00edcolas que son determinadas habitualmente mediante t\u00e9cnicas de laboratorio convencionales m\u00e1s lentas y laboriosas. Estos sensores proximales tienen el potencial para aumentar sustancialmente el n\u00famero de muestras analizadas y permitir el an\u00e1lisis in situ. El enfoque principal es en espectroscop\u00eda visible y de infrarrojo cercano (Vis-NIR) para la predicci\u00f3n del contenido de materia org\u00e1nica del suelo (SOM) aunque la evaluaci\u00f3n se extiende a otras t\u00e9cnicas y propiedades. Un objetivo es superar la interferencia que en el campo producen la variabilidad de la humedad y la estructura de los suelos, en contraste con las predicciones obtenidas mediante las t\u00e9cnicas espectrosc\u00f3picas realizadas en laboratorio con muestras preparadas. ProbeField probar\u00e1 y sugerir\u00e1 pruebas f\u00edsicas y procedimiento matem\u00e1ticos para gestionar estos problemas. Se elaborar\u00e1 un protocolo de mejores pr\u00e1cticas susceptible de ser aplicado a una amplia gama de suelos, se analizar\u00e1n diversas propiedades y se realizar\u00e1 un mapeo 3D para las reservas de carbono del suelo.", "keywords": ["Proximal soil sensors", "Soil spectroscopy", "FRX", "MIR", "NIR", "Soil properties", "Soil fertility", "SOC stocks", "In-situ analysis", "Field analysis"], "contacts": [{"organization": "L\u00f3pez N\u00fa\u00f1ez, Rafael, Cobos, Joaqu\u00edn, Soriguer-Escofet, Ram\u00f3n, Almendros-Mart\u00edn Gonzalo, Cayuela, Jos\u00e9 Antonio,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10261/349896"}, {"rel": "self", "type": "application/geo+json", "title": "10261/349896", "name": "item", "description": "10261/349896", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10261/349896"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-01T00:00:00Z"}}, {"id": "10261/276556", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:17Z", "type": "Journal Article", "created": "2021-12-03", "title": "Assessing spatial soil moisture patterns at a small agricultural catchment", "description": "Open AccessPeer reviewed", "keywords": ["Vegetation mapping", "13. Climate action", "Solid modeling", "0207 environmental engineering", "Three-dimensional displays", "Soil moisture", "Soil properties", "02 engineering and technology", "15. Life on land", "Moisture", "6. Clean water", "Correlation"]}, "links": [{"href": "http://xplorestaging.ieee.org/ielx7/9628139/9628392/09628588.pdf?arnumber=9628588"}, {"href": "https://doi.org/10261/276556"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2021%20IEEE%20International%20Workshop%20on%20Metrology%20for%20Agriculture%20and%20Forestry%20%28MetroAgriFor%29", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10261/276556", "name": "item", "description": "10261/276556", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10261/276556"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2021-11-03T00:00:00Z"}}, {"id": "10871/134717", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:27Z", "type": "Journal Article", "created": "2023-10-27", "title": "Shifts in soil ammonia\u2010oxidizing community maintain the nitrogen stimulation of nitrification across climatic conditions", "description": "Abstract<p>Anthropogenic nitrogen (N) loading alters soil ammonia\uffe2\uff80\uff90oxidizing archaea (AOA) and bacteria (AOB) abundances, likely leading to substantial changes in soil nitrification. However, the factors and mechanisms determining the responses of soil AOA:AOB and nitrification to N loading are still unclear, making it difficult to predict future changes in soil nitrification. Herein, we synthesize\uffc2\uffa068 field studies around the world to evaluate the impacts of N loading on soil ammonia oxidizers and nitrification. Across a wide range of biotic and abiotic factors, climate is the most important driver of the responses of AOA:AOB to N loading. Climate does not directly affect the N\uffe2\uff80\uff90stimulation of nitrification, but does so via climate\uffe2\uff80\uff90related shifts in AOA:AOB. Specifically, climate modulates the responses of AOA:AOB to N loading by affecting soil pH, N\uffe2\uff80\uff90availability and moisture. AOB play a dominant role in affecting nitrification in dry climates, while the impacts from AOA can exceed AOB in humid climates. Together, these results suggest that climate\uffe2\uff80\uff90related shifts in soil ammonia\uffe2\uff80\uff90oxidizing community maintain the N\uffe2\uff80\uff90stimulation of nitrification, highlighting the importance of microbial community composition in mediating the responses of the soil N cycle to N loading.</p", "keywords": ["550", "Nitrogen", "2306 Global and Planetary Change", "ammonia oxidizers", "580 Plants (Botany)", "nitrogen addition", "333", "Nitrogen/analysis", "2300 General Environmental Science", "Soil", "10126 Department of Plant and Microbial Biology", "Ammonia", "Climate change", "10211 Zurich-Basel Plant Science Center", "Soil Microbiology", "Phylogeny", "Soil/chemistry", "2. Zero hunger", "Nitrogen addition", "info:eu-repo/classification/ddc/550", "ddc:550", "Microbial community structure", "15. Life on land", "Nitrification", "Archaea", "6. Clean water", "nitrification", "Ammonia oxidizers", "Earth sciences", "climate change", "13. Climate action", "microbial community structure", "2304 Environmental Chemistry", "soil properties", "Soil properties", "2303 Ecology", "Oxidation-Reduction"]}, "links": [{"href": "https://doi.org/10871/134717"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Global%20Change%20Biology", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10871/134717", "name": "item", "description": "10871/134717", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10871/134717"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-10-27T00:00:00Z"}}, {"id": "158864ac-e232-4ce5-9ddc-5f1f8481f89f", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[11.46, 51.51], [11.46, 54.03], [15.24, 54.03], [15.24, 51.51], [11.46, 51.51]]]}, "properties": {"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: \u201cData reused from the BonaRes Data Centre www.bonares.de.\u201d Although every care has been taken in preparing and testing the soil profile data, the author and BonaRes Data Centre cannot guarantee that the data are correct; neither does the author and 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 author and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2023-09-12", "type": "Service", "created": "2023-08-29", "language": "eng", "title": "Web Map Service of the dataset 'Reference soil samples (pH, soil texture, SOC, TC, TN, P, K, Mg) from the project \"pH-BB: Precision liming in Brandenburg\" - data set 1 (farm 1)'", "description": "This Web Map Service includes spatial information used by datasets 'Web Map Service of the dataset 'Reference soil samples (pH, soil texture, SOC, TC, TN, P, K, Mg) from the project \"pH-BB: Precision liming in Brandenburg\" - data set 1 (farm 1)''", "formats": [{"name": "CSV"}], "keywords": ["infoMapAccessService", "ph sensors", "optical sensors", "soil pH", "soil organic carbon", "soil organic matter", "nitrogen", "potassium", "magnesium", "phosphorus", "soil chemicophysical properties", "soil fertility", "soil texture", "soil maps", "fertilization", "limes", "soil management", "soil properties", "ph sensors", "optical sensors", "soil pH", "soil organic carbon", "soil organic matter", "nitrogen", "potassium", "magnesium", "phosphorus", "soil chemicophysical properties", "soil fertility", "soil texture", "soil maps", "fertilization", "limes", "soil management", "soil properties"], "contacts": [{"name": "Eric B\u00f6necke", "organization": "Leibniz Institute of Vegetable and Ornamental Crops - IGZ", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "boenecke@igzev.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": {"url": "https://orcid.org", "protocol": null, "protocol_url": "", "name": "0000-0001-9563-8186", "name_url": "", "description": "ORCID", "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "J\u00f6rg R\u00fchlmann", "organization": "Leibniz Institute of Vegetable and Ornamental Crops - IGZ", "position": null, "roles": ["projectMember"], "phones": [{"value": null}], "emails": [{"value": "ruehlmann@igzev.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Swen Meyer", "organization": "University of Rostock", "position": null, "roles": ["researcher"], "phones": [{"value": null}], "emails": [{"value": "s.meyer@uni-rostock.de"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": null}], "links": [{"href": null}]}, {"name": "Eckart Kramer", "organization": "Eberswalde University for Sustainable Development - 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As an alternative, biodegradable plastic films stand as promising products to minimize plastic debris accumulation and reduce soil pollution. However, the effects of residues from traditional and biodegradable plastic films on the soil-plant system are not well studied. In this study, we used a controlled pot experiment to investigate the effects of macro- and micro- sized residues of low-density polyethylene and biodegradable plastic mulch films on the rhizosphere bacterial communities, rhizosphere volatile profiles and soil chemical properties. Interestingly, we identified significant effects of biodegradable plastic residues on the rhizosphere bacterial communities and on the blend of volatiles emitted in the rhizosphere. For example, in treatments with biodegradable plastics, bacteria genera like Bacillus and Variovorax were present in higher relative abundances and volatile compounds like dodecanal were exclusively produced in treatment with biodegradable microplastics. Furthermore, significant differences in soil pH, electrical conductivity and C:N ratio were observed across treatments. Our study provides evidence for both biotic and abiotic impacts of plastic residues on the soil-plant system, suggesting the urgent need for more research examining their environmental impacts on agroecosystems.", "keywords": ["2. Zero hunger", "Volatile Organic Compounds", "Bacteria", "Microplastics", "national", "Plan_S-Compliant_NO", "Biodegradable Plastics", "Biodegradable plastics", "01 natural sciences", "Rhizosphere microbiome", "Soil", "Polyethylene", "13. Climate action", "Rhizosphere", "Soil Pollutants", "Soil properties", "Volatile organic compounds", "Biomass", "Triticum", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/20.500.11755/c93c6b8f-a362-420e-8049-8e1577bb54db"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Journal%20of%20Hazardous%20Materials", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "20.500.11755/c93c6b8f-a362-420e-8049-8e1577bb54db", "name": "item", "description": "20.500.11755/c93c6b8f-a362-420e-8049-8e1577bb54db", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/20.500.11755/c93c6b8f-a362-420e-8049-8e1577bb54db"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-04-01T00:00:00Z"}}, {"id": "20.500.14243/413305", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:22:52Z", "type": "Journal Article", "created": "2022-02-06", "title": "Evaluation of Agricultural Bare Soil Properties Retrieval from Landsat 8, Sentinel-2 and PRISMA Satellite Data", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>The PRISMA satellite is equipped with an advanced hyperspectral Earth observation technology capable of improving the accuracy of quantitative estimation of bio-geophysical variables in various Earth Science Applications and in particular for soil science. The purpose of this research was to evaluate the ability of the PRISMA hyperspectral imager to estimate topsoil properties (i.e., organic carbon, clay, sand, silt), in comparison with current satellite multispectral sensors. To investigate this expectation, a test was carried out using topsoil data collected in Italy following two approaches. Firstly, PRISMA, Sentinel-2 and Landsat 8 spectral simulated datasets were obtained from the spectral resampling of a laboratory soil library. Subsequently, bare soil reflectance data were obtained from two experimental areas in Italy, using real satellites images, at dates close to each other. The estimation models of soil properties were calibrated employing both Partial Least Square Regression and Cubist Regression algorithms. The results of the study revealed that the best accuracies in retrieving topsoil properties were obtained by PRISMA data, using both laboratory and real datasets. Indeed, the resampled spectra of the hyperspectral imager provided the best Ratio of Performance to Inter-Quartile distance (RPIQ) for clay (4.87), sand (3.80), and organic carbon (2.59) estimation, for the spectral soil library datasets. For the bare soil reflectance obtained from real satellite imagery, a higher level of prediction accuracy was obtained from PRISMA data, with RPIQ \u00b1 SE values of 2.32 \u00b1 0.07 for clay, 3.85 \u00b1 0.19 for silt, and 3.51 \u00b1 0.16 for soil organic carbon. The results for the PRISMA hyperspectral satellite imagery with the Cubist Regression provided the best performance in the prediction of silt, sand, clay and SOC. The same variables were better estimated using PLSR models in the case of the resampled hyperspectral data. The statistical accuracy in the retrieval of SOC from real and resampled PRISMA data revealed the potential of the actual hyperspectral satellite. The results supported the expected good ability of the PRISMA imager to estimate topsoil properties.</p></article>", "keywords": ["Landsat 8", "Sentinel\u20102", "Multispectral", "multispectral", "Science", "hyperspectral; multispectral; PRISMA; soil properties; bare soil; SOC; soil texture; Sentinel-2; Landsat 8; PLSR; Cubist", "Q", "Bare soil", "Cubist", "PRISMA", "04 agricultural and veterinary sciences", "15. Life on land", "hyperspectral", "Hyperspectral", "PLSR", "bare soil", "soil properties", "Soil texture", "Bare soil; Cubist; Hyperspectral; Landsat 8; Multispectral; PLSR; PRISMA; Sentinel\u20102; SOC; Soil properties; Soil texture", "0401 agriculture", " forestry", " and fisheries", "SOC", "Soil properties", "Sentinel-2"]}, "links": [{"href": "http://www.mdpi.com/2072-4292/14/3/714/pdf"}, {"href": "https://iris.cnr.it/bitstream/20.500.14243/413305/1/prod_473291-doc_192827_compressed.pdf"}, {"href": "https://www.iris.unina.it/bitstream/11588/948571/1/Evaluation%20of%20Agricultural%20Bare%20Soil%20Properties%20Retrieval%20from%20Landsat%208%2c%20Sentinel-2%20and%20PRISMA%20Satellite%20Data%20Enhanced%20Reader.pdf"}, {"href": "https://www.mdpi.com/2072-4292/14/3/714/pdf"}, {"href": "https://doi.org/20.500.14243/413305"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Remote%20Sensing", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "20.500.14243/413305", "name": "item", "description": "20.500.14243/413305", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/20.500.14243/413305"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-02-02T00:00:00Z"}}, {"id": "2745857202", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:23:06Z", "type": "Journal Article", "created": "2017-08-23", "title": "Spatial variability of soil properties and cereal yield in a cultivated field on sandy soil", "description": "Abstract   Sandy soils are used in agriculture in different regions of the world. In Poland soils derived from sands occupy about 50% of agricultural area. Productivity of the soils depend on the soil properties that vary in the scale of field. This study aimed at determining and mapping the within-field variation of soil physical and chemical properties and grain yield of oats, rye, oats and triticale in 2001, 2002, 2003, 2015, respectively. The experiment was set up in a field (200\u00a0\u00d7\u00a050\u00a0m) on sandy soil in Trzebieszow (region Podlasie, Poland). The soil measurements included sand, silt, clay, and organic carbon (SOC) contents, cation exchange capacity (CEC), pH in the topsoil (0\u201310\u00a0cm) and subsoil (30\u201340\u00a0cm) layers in 2001, and water content and bulk density in the topsoil layer in spring and summer 2002\u20132003. The yields of oats were assessed in 2001 and 2003 and those of rye and triticale in 2002 and 2015, respectively. The soil properties and cereal yields were determined at 33\u201355 points in a grid evenly covering the whole field area. The results were analyzed using classic statistics and geostatistics by constructing semivariograms and 2D mapping by Inverse Distance Weighting (IDW). The cereal grain yields were significantly positively correlated with the topsoil water content (SWC) (r\u00a0=\u00a00.295\u20130.711), clay content (r\u00a0=\u00a00.081\u20130.174), and SOC in the subsoil (r\u00a0=\u00a00.208\u20130.271) and CEC in both layers (r\u00a0=\u00a00.123\u20130.298) and negatively correlated with bulk density (BD) (r\u00a0=\u00a0\u20130.065 to \u22120.279). The spatial dependence determined by the \u201cnugget-to-sill\u201d ratio was moderate or weak for the silt and clay content, CEC, and pH (29\u201379%) and strong for SOC, BD, SWC, and crop yield (0.2\u201313.2%). The effective range of the spatial dependence for all studied quantities varied from 9.9 to 120\u00a0m. The cereal yields were positively and significantly correlated between all study years (r\u00a0=\u00a00.141\u20130.734), which indicates inter-annual similarity in their spatial distribution. The 2D maps based on the IDW allowed assessing how gradual or sharp the changes in the studied quantities from one place to another are. Similar spatial patterns of the SWC, SOC and CEC, and crop yields were observed. This is of importance in precise and sustainable field management aimed at increasing and aligning spatial crop productivity of the studied low-productivity sandy soils that will have to be used in crop production due to the current shortage of land resources and food supplies on a global scale.", "keywords": ["2. Zero hunger", "2D maps", "soil properties", "sandy soil", "spatial variation", "0401 agriculture", " forestry", " and fisheries", "cereal yield", "04 agricultural and veterinary sciences", "semivariograms", "15. Life on land"]}, "links": [{"href": "https://doi.org/2745857202"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Soil%20and%20Tillage%20Research", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2745857202", "name": "item", "description": "2745857202", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2745857202"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2017-12-01T00:00:00Z"}}, {"id": "2984211806", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:23:13Z", "type": "Journal Article", "created": "2019-11-17", "title": "Effects of plastic mulch film residues on wheat rhizosphere and soil properties", "description": "Plastic residues could accumulate in soils as a consequence of using plastic mulching, which results in a serious environmental concern for agroecosystems. As an alternative, biodegradable plastic films stand as promising products to minimize plastic debris accumulation and reduce soil pollution. However, the effects of residues from traditional and biodegradable plastic films on the soil-plant system are not well studied. In this study, we used a controlled pot experiment to investigate the effects of macro- and micro- sized residues of low-density polyethylene and biodegradable plastic mulch films on the rhizosphere bacterial communities, rhizosphere volatile profiles and soil chemical properties. Interestingly, we identified significant effects of biodegradable plastic residues on the rhizosphere bacterial communities and on the blend of volatiles emitted in the rhizosphere. For example, in treatments with biodegradable plastics, bacteria genera like Bacillus and Variovorax were present in higher relative abundances and volatile compounds like dodecanal were exclusively produced in treatment with biodegradable microplastics. Furthermore, significant differences in soil pH, electrical conductivity and C:N ratio were observed across treatments. Our study provides evidence for both biotic and abiotic impacts of plastic residues on the soil-plant system, suggesting the urgent need for more research examining their environmental impacts on agroecosystems.", "keywords": ["2. Zero hunger", "Volatile Organic Compounds", "Bacteria", "Microplastics", "national", "Plan_S-Compliant_NO", "Biodegradable Plastics", "Biodegradable plastics", "01 natural sciences", "Rhizosphere microbiome", "Soil", "Polyethylene", "13. Climate action", "Rhizosphere", "Soil Pollutants", "Soil properties", "Volatile organic compounds", "Biomass", "Triticum", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/2984211806"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Journal%20of%20Hazardous%20Materials", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "2984211806", "name": "item", "description": "2984211806", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/2984211806"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-04-01T00:00:00Z"}}, {"id": "3153312371", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:23:24Z", "type": "Journal Article", "created": "2021-04-11", "title": "Georeferenced tractor wheel slip data for prediction of spatial variability in soil physical properties", "description": "The upcoming technological breakthrough in the cropping system will offer a more detailed insight into soil-to-plant, man-to-soil, and man-to-plant impacts, thus improving the forecasting and ensuring more efficient in-field management. This study presents various on-the-go sensing procedures which were conducted in order to evaluate the quality of spatial estimations of soil physical properties such as soil compaction, soil moisture content, bulk density and texture. Standard statistical tools showed high positive correlations between soil specific resistance and soil compaction (R2\u2009=\u2009.75), soil electromagnetic conductivity and moisture content (R2\u2009=\u2009.72) and tractor wheel slip and soil compaction (R2\u2009=\u2009.64). Variogram modeling of spatial autocorrelation gave the highest prediction error for tillage resistance (9.85%), followed by cone index (4.49%), moisture content (3.7%), bulk density (1.39%), clay\u2009+\u2009silt content (.98%), soil electromagnetic conductivity (.95%) and the least error was obtained for tractor wheel slip (.58%). The Central Composite Design (CCD) analysis confirmed significant contribution of soil compaction in the modeling of the specific soil resistance and tractor wheel slip, while soil moisture content and fine particle (clay\u2009+\u2009silt) content had a major impact on soil electromagnetic conductivity measurement. Soil bulk density had considerable importance in CCD modeling of tractor wheel slip.", "keywords": ["On-the-go measurement", "2. Zero hunger", "0106 biological sciences", "Sensors", "0401 agriculture", " forestry", " and fisheries", "Soil properties", "04 agricultural and veterinary sciences", "15. Life on land", "General Agricultural and Biological Sciences", "01 natural sciences", "Central composite design", "6. Clean water"]}, "links": [{"href": "https://link.springer.com/content/pdf/10.1007/s11119-021-09805-y.pdf"}, {"href": "https://doi.org/3153312371"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Precision%20Agriculture", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "3153312371", "name": "item", "description": "3153312371", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3153312371"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2021-04-11T00:00:00Z"}}, {"id": "3154789276", "type": "Feature", "geometry": null, "properties": {"updated": "2026-10-06T16:23:24Z", "type": "Journal Article", "created": "2021-04-15", "title": "Spatial variability of saturated hydraulic conductivity and its links with other soil properties at the regional scale", "description": "Abstract<p>Saturated hydraulic conductivity (K) is a key property for evaluating soil water movement and quality. Most studies on spatial variability of K have been performed soil at a field or smaller scale. Therefore, the aim of this work was to assess (quantify) the spatial distribution of K at the larger regional scale in south-eastern Poland and its relationship with other soil properties, including intrinsic sand, silt, and clay contents, relatively stable organic carbon, cation exchange capacity (CEC) and temporally variable water content (WC), total porosity (FI), and dry bulk density (BD) in the surface layer (0\uffe2\uff80\uff9320\uffc2\uffa0cm). The spatial relationships were assessed using a semivariogram and a cross-semivariogram. The studied region (140\uffc2\uffa0km2) with predominantly permeable sandy soils with low fertility and productivity is located in the south-eastern part of Poland (Podlasie region). The mean sand and organic carbon contents are 74 and 0.86 and their ranges (in %) are 45\uffe2\uff80\uff9395 and 0.002\uffe2\uff80\uff933.75, respectively. The number of individual samples varied from 216 to 228 (for K, WC, BD, FI) to 691 for the other soil properties. The best fitting models were adjusted to the empirical semivariogram (exponential) and the cross-semivariogram (exponential, Gaussian, or linear) used to draw maps with kriging. The results showed that, among the soil properties studied, K was most variable (coefficient of variation 77.3%) and significantly (p\uffe2\uff80\uff89&lt;\uffe2\uff80\uff890.05) positively correlated with total porosity (r\uffe2\uff80\uff89=\uffe2\uff80\uff890.300) and negatively correlated with soil bulk density (r\uffe2\uff80\uff89=\uffe2\uff80\uff89\uffe2\uff80\uff93\uffe2\uff80\uff890.283). The normal or close to the normal distribution was obtained by natural logarithmic and root square transformations. The mean K was 2.597\uffc2\uffa0m\uffc2\uffa0day\uffe2\uff88\uff921and ranged from 0.01 up to 11.54\uffc2\uffa0m\uffc2\uffa0day\uffe2\uff88\uff921. The spatial autocorrelation (range) of K in the single (direct) semivariograms was 0.081\uffc2\uffb0 (8.1\uffc2\uffa0km), while it favourably increased up to 0.149\uffc2\uffb0\uffe2\uff80\uff930.81\uffc2\uffb0 (14.9\uffe2\uff80\uff9381\uffc2\uffa0km) in the cross-semivariograms using the OC contents, textural fractions, and CEC as auxiliary variables. The generated spatial maps allowed outlining two sub-areas with predominantly high K above 3.0\uffc2\uffa0m\uffc2\uffa0day\uffe2\uff88\uff921in the northern sandier (sand content\uffe2\uff80\uff89&gt;\uffe2\uff80\uff8974%) and less silty (silt content\uffe2\uff80\uff89&lt;\uffe2\uff80\uff8922%) part and, with lower K in the southern part of the study region. Generally, the spatial distribution of the K values in the study region depended on the share of individual intrinsic textural fractions. On the other hand, the ranges of the spatial relationship between K and the intrinsic and relatively stable soil properties were much larger (from\uffe2\uff80\uff89~\uffe2\uff80\uff8915 to 81\uffc2\uffa0km) than between K and the temporally variable soil properties (0.3\uffe2\uff80\uff930.9\uffc2\uffa0km). This knowledge is supportive for making decisions related to land management aimed at alteration of hydraulic conductivity to improve soil water resources and crop productivity and reduce chemical leaching.</p", "keywords": ["2. Zero hunger", "Science", "saturated hydraulic conductivity", "Q", "R", "04 agricultural and veterinary sciences", "15. Life on land", "commune-scale variability", "Article", "6. Clean water", "kriging maps", "intrinsic and dynamic soil properties", "Medicine", "0401 agriculture", " forestry", " and fisheries", "geostatistics"], "contacts": [{"organization": "Usowicz, Boguslaw, Lipiec, Jerzy,", "roles": ["creator"]}]}, "links": [{"href": "https://www.nature.com/articles/s41598-021-86862-3.pdf"}, {"href": "https://doi.org/3154789276"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Scientific%20Reports", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "3154789276", "name": "item", "description": "3154789276", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3154789276"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2021-04-15T00:00:00Z"}}, {"id": "641D1613-5E4B-43B6-A0CB-723371356E62", "type": "Feature", "geometry": null, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "National"}], "scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope"}, {"concepts": [{"id": "MensMeu"}], "scheme": "Source"}, {"concepts": [{"id": "Germany"}], "scheme": "http://publications.europa.eu/resource/authority/country"}, {"concepts": [{"id": "avaliable water capacity"}], "scheme": "http://aims.fao.org/aos/agrovoc/c_330883"}], "updated": "9-6-2017", "type": "Dataset", "created": "9-6-2017", "language": "ger", "title": "Water balance of soils in Germany", "description": "Soil water balance in Germany. 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Ainsi, les sols pr\u00e9sentant les plus fortes r\u00e9serves en eau utile sont les sols limoneux du Bassin parisien qui cumulent une texture limoneuse favorable et une forte \u00e9paisseur. 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Ces donn\u00e9es n'utilisent pas toutes les analyses de la BDAT. Pour des donn\u00e9es plus r\u00e9centes, consulter l'application https://webapps.gissol.fr/geosol/. Les analyses proviennent de la Base de Donn\u00e9es des Analyses de Terre (BDAT).Le programme Base de Donn\u00e9es des Analyses de Terre (BDAT) regroupe depuis vingt ans les r\u00e9sultats d'analyses d'horizons de surface de sols cultiv\u00e9s, effectu\u00e9es sur l'ensemble du territoire national, \u00e0 la demande d'agriculteurs, par des laboratoires agr\u00e9\u00e9s par le Minist\u00e8re en charge de l'agriculture. Cet article a pour objectif de pr\u00e9senter les derniers r\u00e9sultats produits par ce programme. Il aborde successivement la pr\u00e9sentation de l'organisation du programme, des d\u00e9veloppements m\u00e9thodologiques connexes et des principaux r\u00e9sultats sur le statut et l'\u00e9volution des propri\u00e9t\u00e9s des horizons de surface des sols cultiv\u00e9s. A ce jour, la BDAT recense 22 830 147 r\u00e9sultats analytiques provenant de 1 962 238 \u00e9chantillons r\u00e9colt\u00e9s sur la p\u00e9riode 1990-2009. L'analyse de ces donn\u00e9es permet par exemple de mettre en \u00e9vidence \u00e0 l'\u00e9chelle nationale une forte h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 spatiale de la richesse en phosphore assimilable, des baisses des teneurs en carbone des sols initialement les plus pourvus et d'une hausse g\u00e9n\u00e9ralis\u00e9e des pH des sols non calcaires. Cependant, les biais statistiques inh\u00e9rents \u00e0 la strat\u00e9gie d'\u00e9chantillonnage adopt\u00e9e peuvent \u00eatre importants et difficilement quantifiables. Des pr\u00e9cautions doivent \u00eatre prises pour interpr\u00e9ter les r\u00e9sultats issus d'analyses d'une telle base de donn\u00e9es. Cependant, le programme BDAT constitue une source d'informations importante sur la variabilit\u00e9 des propri\u00e9t\u00e9s des horizons de surface des sols cultiv\u00e9s et les r\u00e9sultats statistiques agr\u00e9g\u00e9s sont aujourd'hui librement disponibles sur internet (http://bdat.gissol.fr).", "protocol": "ogc:wms", "rel": null}, {"href": "https://github.com/ejpsoil/ejpsoildatahub/tree/main/datasets/mensmeu/France/3d9638-3043-507b-bd62-8cb982a96e.yml", "name": "Source of the record", "protocol": "canonical", "rel": "canonical"}, {"rel": "self", "type": "application/geo+json", "title": "3d9638-3043-507b-bd62-8cb982a96e6a", "name": "item", "description": "3d9638-3043-507b-bd62-8cb982a96e6a", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/3d9638-3043-507b-bd62-8cb982a96e6a"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"null": "date"}}, {"id": "500e7063-e828-4e82-b533-91c80a010817", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[12.24, 48.56], [12.24, 51.12], [18.85, 51.12], [18.85, 48.56], [12.24, 48.56]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "National"}], "scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope"}, {"concepts": [{"id": "MensMeu"}], "scheme": "Source"}, {"concepts": [{"id": "Czech Republic"}], "scheme": "http://publications.europa.eu/resource/authority/country"}, {"concepts": [{"id": "Soil Map"}], "scheme": "http://aims.fao.org/aos/agrovoc/c_330883"}], "updated": "1-2-2012", "type": "Dataset", "created": "1-2-2012", "language": "cze", "title": "Soil map 1 : 50 000", "description": "Soil map at a scale of 1 : 50,000 of the new digital edition of the Czech Geological Survey (since 2012)", "formats": [{"name": "ogc:wms"}, {"name": "canonical"}], "keywords": ["soil type", "basic soil properties", "National", "MensMeu", "Czech Republic", "Soil Map"], "contacts": [{"name": "Martin Pale\u010dek", "organization": "Czech Geological Survey", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "martin.palecek@geology.cz"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "Czech Republic"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "http://mapy.geology.cz/arcgis/services/Pudy/pudni_typy50/MapServer/WmsServer", "name": "0,1", "protocol": "ogc:wms", "rel": null}, {"href": "https://github.com/ejpsoil/ejpsoildatahub/tree/main/datasets/mensmeu/Czech Republic/500e7063-e828-4e82-b533-91c80a01.yml", "name": "Source of the record", "protocol": "canonical", "rel": "canonical"}, {"rel": "self", "type": "application/geo+json", "title": "500e7063-e828-4e82-b533-91c80a010817", "name": "item", "description": "500e7063-e828-4e82-b533-91c80a010817", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/500e7063-e828-4e82-b533-91c80a010817"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2012-01-02T00:00:00Z"}}, {"id": "575b4b32-2f3e-5c4d-bab6-debdde4f7ac8", "type": "Feature", "geometry": null, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "National"}], "scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope"}, {"concepts": [{"id": "MensMeu"}], "scheme": "Source"}, {"concepts": [{"id": "France"}], "scheme": "http://publications.europa.eu/resource/authority/country"}, {"concepts": [{"id": "total nitrogen"}], "scheme": "http://aims.fao.org/aos/agrovoc/c_330883"}], "updated": "17-6-2019", "type": "Dataset", "created": "17-6-2019", "language": "fre", "title": "Map of total nitrogen content by canton (BDAT)", "description": "Map of total Nitrogen content by canton. The analyzes come from the Earth Analysis Database (BDAT).", "formats": [{"name": "ogc:wms"}, {"name": "canonical"}], "keywords": ["soil type", "basic soil properties", "National", "MensMeu", "France", "total nitrogen"], "contacts": [{"name": null, "organization": null, "position": null, "roles": ["distributor"], "phones": [{"value": null}], "emails": [{"value": null}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": "None", "country": null}], "links": [{"href": {"url": "http://geoserver.org", "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}, {"name": "Marion Bardy", "organization": "INRA InfoSol", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "infosol@orleans.inra.fr"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "France"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "https://agroenvgeo.data.inra.fr/geoserver/gissol_bdat/wms?", "name": "teneur_n_tot_bdat", "description": "Carte des teneurs en Azote total par canton issues des donn\u00e9es de la Base de donn\u00e9es d'analyses de terre (BDAT) pour la p\u00e9riode 2000-2004. Ces donn\u00e9es n'utilisent pas toutes les analyses de la BDAT. Pour des donn\u00e9es plus r\u00e9centes, consulter l'application https://webapps.gissol.fr/geosol/. Les analyses proviennent de la Base de Donn\u00e9es des Analyses de Terre (BDAT).Le programme Base de Donn\u00e9es des Analyses de Terre (BDAT) regroupe depuis vingt ans les r\u00e9sultats d'analyses d'horizons de surface de sols cultiv\u00e9s, effectu\u00e9es sur l'ensemble du territoire national, \u00e0 la demande d'agriculteurs, par des laboratoires agr\u00e9\u00e9s par le Minist\u00e8re en charge de l'agriculture. Cet article a pour objectif de pr\u00e9senter les derniers r\u00e9sultats produits par ce programme. Il aborde successivement la pr\u00e9sentation de l'organisation du programme, des d\u00e9veloppements m\u00e9thodologiques connexes et des principaux r\u00e9sultats sur le statut et l'\u00e9volution des propri\u00e9t\u00e9s des horizons de surface des sols cultiv\u00e9s. A ce jour, la BDAT recense 22 830 147 r\u00e9sultats analytiques provenant de 1 962 238 \u00e9chantillons r\u00e9colt\u00e9s sur la p\u00e9riode 1990-2009. L'analyse de ces donn\u00e9es permet par exemple de mettre en \u00e9vidence \u00e0 l'\u00e9chelle nationale une forte h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 spatiale de la richesse en phosphore assimilable, des baisses des teneurs en carbone des sols initialement les plus pourvus et d'une hausse g\u00e9n\u00e9ralis\u00e9e des pH des sols non calcaires. Cependant, les biais statistiques inh\u00e9rents \u00e0 la strat\u00e9gie d'\u00e9chantillonnage adopt\u00e9e peuvent \u00eatre importants et difficilement quantifiables. Des pr\u00e9cautions doivent \u00eatre prises pour interpr\u00e9ter les r\u00e9sultats issus d'analyses d'une telle base de donn\u00e9es. Cependant, le programme BDAT constitue une source d'informations importante sur la variabilit\u00e9 des propri\u00e9t\u00e9s des horizons de surface des sols cultiv\u00e9s et les r\u00e9sultats statistiques agr\u00e9g\u00e9s sont aujourd'hui librement disponibles sur internet (http://bdat.gissol.fr).", "protocol": "ogc:wms", "rel": null}, {"href": "https://github.com/ejpsoil/ejpsoildatahub/tree/main/datasets/mensmeu/France/575b4b32-2f3e-5c4d-bab6-debdde4f.yml", "name": "Source of the record", "protocol": "canonical", "rel": "canonical"}, {"rel": "self", "type": "application/geo+json", "title": "575b4b32-2f3e-5c4d-bab6-debdde4f7ac8", "name": "item", "description": "575b4b32-2f3e-5c4d-bab6-debdde4f7ac8", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/575b4b32-2f3e-5c4d-bab6-debdde4f7ac8"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"null": "date"}}, {"id": "7726cc56-8ee0-47f4-9a7f-5b9456b66151", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-54.52, 2.05], [-54.52, 51.15], [9.56, 51.15], [9.56, 2.05], [-54.52, 2.05]]]}, "properties": {"themes": [{"concepts": [{"id": "geoscientificInformation"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "National"}], "scheme": "https://inspire.ec.europa.eu/metadata-codelist/SpatialScope"}, {"concepts": [{"id": "MensMeu"}], "scheme": "Source"}, {"concepts": [{"id": "France"}], "scheme": "http://publications.europa.eu/resource/authority/country"}, {"concepts": [{"id": "available potassium"}], "scheme": "http://aims.fao.org/aos/agrovoc/c_330883"}], "updated": "28-5-2015", "type": "Dataset", "created": "28-5-2015", "language": "fre", "title": "Cartogram of Total Potassium Contents", "description": "Map of the contents in Potassium total", "formats": [{"name": "ogc:wms"}, {"name": "canonical"}], "keywords": ["soil type", "basic soil properties", "National", "MensMeu", "France", "available potassium"], "contacts": [{"name": "Marion Bardy", "organization": "INRA InfoSol", "position": null, "roles": ["pointOfContact"], "phones": [{"value": null}], "emails": [{"value": "infosol@inra.fr"}], "addresses": [{"deliveryPoint": [null], "city": null, "administrativeArea": null, "postalCode": null, "country": "France"}], "links": [{"href": {"url": null, "protocol": null, "protocol_url": "", "name": null, "name_url": "", "description": null, "description_url": "", "applicationprofile": null, "applicationprofile_url": "", "function": null}}]}]}, "links": [{"href": "https://agroenvgeo.data.inra.fr/geoserver/gissol_rmqs/wms?", "name": "teneur_k_tot_rmqs", "protocol": "ogc:wms", "rel": null}, {"href": "https://github.com/ejpsoil/ejpsoildatahub/tree/main/datasets/mensmeu/France/7726cc56-8ee0-47f4-9a7f-5b9456b6.yml", "name": "Source of the record", "protocol": "canonical", "rel": "canonical"}, {"rel": "self", "type": "application/geo+json", "title": "7726cc56-8ee0-47f4-9a7f-5b9456b66151", "name": "item", "description": "7726cc56-8ee0-47f4-9a7f-5b9456b66151", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/7726cc56-8ee0-47f4-9a7f-5b9456b66151"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"null": "date"}}, {"id": "85da12cd-741f-4f55-afd0-ece89f4f6db9", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[11.26, 51.35], [11.26, 53.55], [14.76, 53.55], [14.76, 51.35], [11.26, 51.35]]]}, "properties": {"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 FORLAND's (https://www.forland.hu-berlin.de) research activities.\" Although every care has been taken in preparing and testing the data, the FORLAND and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the FORLAND 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 FORLAND and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2023-10-11", "type": "Service", "created": "2020-07-20", "language": "eng", "title": "WMS Service of the dataset 'Soil values from the                            agricultural soil valuation for Brandenburg'", "description": "This WMS Service includes spatial\n                    information used by datasets 'WMSService of the dataset 'Soil values from the\n                    agricultural soil valuation for Brandenburg''", "formats": [{"name": "CSV"}], "keywords": ["infoMapAccessService", "Soil", "soil fertility", "quality", "soil properties", "farming systems", "land valuation", "arable land", "grassland soils"], "contacts": [{"name": "Tillman Schmitz", "organization": "Leibniz-Institut f\u00fcr Agrarentwicklung in                            Transformations\u00f6konomien (IAMO)", "position": null, "roles": ["author"], "phones": [{"value": null}], "emails": [{"value": "tillman.schmitz.1@geo.hu-berlin.de"}], "addresses": [{"deliveryPoint": [null], "city": "Halle", "administrativeArea": null, "postalCode": null, "country": "Germany"}], "links": [{"href": null}]}, {"name": "Daniel M\u00fcller", "organization": "Leibniz-Institut f\u00fcr Agrarentwicklung in                            Transformations\u00f6konomien (IAMO)", "position": null, "roles": ["projectLeader"], "phones": [{"value": null}], "emails": [{"value": "mueller@iamo.de"}], "addresses": [{"deliveryPoint": [null], "city": "Halle", "administrativeArea": null, "postalCode": null, "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": "Leibniz-Institut f\u00fcr Agrarentwicklung in                            Transformations\u00f6konomien (IAMO)", "roles": ["contributor"]}], "themes": [{"concepts": [{"id": "infoMapAccessService"}], "scheme": "GEMET - INSPIRE themes, version                                    1.0"}, {"concepts": [{"id": "Soil"}, {"id": "soil fertility"}, {"id": "quality"}, {"id": "soil properties"}, {"id": "farming systems"}, {"id": "land valuation"}, {"id": "arable land"}, {"id": "grassland soils"}], "scheme": "AGROVOC Multilingual agricultural                                    thesaurus"}]}, "links": [{"href": "https://maps.bonares.de/mapapps/resources/apps/bonares/index.html?lang=en&mid=85da12cd-741f-4f55-afd0-ece89f4f6db9", "rel": "information"}, {"href": "https://maps.bonares.de/wss/service/ags-relay/ags/guest/arcgis/rest/services/Extern/ID_E033_bodenschaetzung_BB_PROD/MapServer/WMSServer?request=GetCapabilities&service=WMS"}, {"href": "https://maps.bonares.de/wss/service/ags-relay/ags/guest/arcgis/rest/services/Extern/ID_E033_bodenschaetzung_BB_PROD/MapServer/WMSServer?request=GetCapabilities&service=WMS"}, {"href": "https://maps.bonares.de/wss/service/ags-relay/ags/guest/arcgis/rest/services/Extern/ID_E033_bodenschaetzung_BB_PROD/MapServer/WMSServer?request=GetCapabilities&service=WMS"}, {"href": "https://maps.bonares.de/wss/service/ags-relay/ags/guest/arcgis/rest/services/Extern/ID_E033_bodenschaetzung_BB_PROD/MapServer/WMSServer?request=GetCapabilities&service=WMS"}, {"rel": "self", "type": "application/geo+json", "title": "85da12cd-741f-4f55-afd0-ece89f4f6db9", "name": "item", "description": "85da12cd-741f-4f55-afd0-ece89f4f6db9", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/85da12cd-741f-4f55-afd0-ece89f4f6db9"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-10-11T00:00:00Z"}}, {"id": "93a38c79-a4ae-48d9-92fd-ccf79fb689bf", "type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[5.81, 47.26], [5.81, 54.76], [15.77, 54.76], [15.77, 47.26], [5.81, 47.26]]]}, "properties": {"themes": [{"concepts": [{"id": "farming"}], "scheme": "https://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_TopicCategoryCode"}, {"concepts": [{"id": "Soil"}, {"id": "microplastics"}, {"id": "winter wheat"}], "scheme": "AGROVOC Multilingual agricultural thesaurus"}, {"concepts": [{"id": "opendata"}, {"id": "Multiple level; Plant-soil system; Soil properties; Global change factors"}], "scheme": "Individual"}, {"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 Rhizo4Bio - \u00b5Plastic's research activities.\" Although every care has been taken in preparing and testing the data, the Rhizo4Bio - \u00b5Plastic and the BonaRes Data Centre cannot guarantee that the data are correct; neither does the Rhizo4Bio - \u00b5Plastic 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 Rhizo4Bio - \u00b5Plastic and BonaRes Data Centre will not be responsible for any direct or indirect use which might be made of the data.", "updated": "2024-03-19", "type": "Dataset", "created": "2024-02-27", "language": "eng", "title": "effect of multiple microplastic on soil properties and plant performance in different agricultural soils", "description": "Soil is threatened by multiple global pressures. Soil degradation caused by global change factors (GCFs) can be observed worldwide. Multi-factor studies are still scant due to logistic challenges and research compartmentalization in global change biology. We particularly lack knowledge of how soil-plant systems respond to multiple, concurrently acting GCFs. Microplastic (MP) as an emerging contaminant, now is ubiquitously present in the environment. MP can influence soil structure and plant productivity, and it can also interact with other GCFs. 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