{"type": "FeatureCollection", "features": [{"id": "10.60692/wzwcw-szh03", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:26:19Z", "type": "Journal Article", "created": "2018-05-30", "title": "Effects of agricultural management practices on soil quality: A review of long-term experiments for Europe and China", "description": "Open AccessIn this paper we present effects of four paired agricultural management practices (organic matter (OM) addition versus no organic matter input, no-tillage (NT) versus conventional tillage, crop rotation versus monoculture, and organic agriculture versus conventional agriculture) on five key soil quality indicators, i.e., soil organic matter (SOM) content, pH, aggregate stability, earthworms (numbers) and crop yield. We have considered organic matter addition, no-tillage, crop rotation and organic agriculture as 'promising practices'; no organic matter input, conventional tillage, monoculture and conventional farming were taken as the respective references or 'standard practice' (baseline). Relative effects were analysed through indicator response ratio (RR) under each paired practice. For this we considered data of 30 long-term experiments collected from 13 case study sites in Europe and China as collated in the framework of the EU-China funded iSQAPER project. These were complemented with data from 42 long-term experiments across China and 402 observations of long-term trials published in the literature. Out of these, we only considered experiments covering at least five years. The results show that OM addition favourably affected all the indicators under consideration. The most favourable effect was reported on earthworm numbers, followed by yield, SOM content and soil aggregate stability. For pH, effects depended on soil type; OM input favourably affected the pH of acidic soils, whereas no clear trend was observed under NT. NT generally led to increased aggregate stability and greater SOM content in upper soil horizons. However, the magnitude of the relative effects varied, e.g. with soil texture. No-tillage practices enhanced earthworm populations, but not where herbicides or pesticides were applied to combat weeds and pests. Overall, in this review, yield slightly decreased under NT. Crop rotation had a positive effect on SOM content and yield; rotation with ley very positively influenced earthworms' numbers. Overall, crop rotation had little impact on soil pH and aggregate stability \u2212 depending on the type of intercrop; alternatively, rotation of arable crops only resulted in adverse effects. A clear positive trend was observed for earthworm abundance under organic agriculture. Further, organic agriculture generally resulted in increased aggregate stability and greater SOM content. Overall, no clear trend was found for pH; a decrease in yield was observed under organic agriculture in this review.", "keywords": ["Soil Science", "Organic chemistry", "Crop", "01 natural sciences", "Long-term field experiments", "Crop Productivity", "Soil quality", "Environmental science", "Organic Matter Dynamics", "Tillage", "Agricultural and Biological Sciences", "Soil quality indicators", "Crop rotation", "Management of Soil Fertility and Crop Productivity", "Soil water", "FOS: Mathematics", "Agricultural management practices", "Monoculture", "Crop Yield Stability", "Biology", "0105 earth and related environmental sciences", "Literature review", "Response ratio", "Soil science", "2. Zero hunger", "Soil organic matter", "Soil Fertility", "Conventional tillage", "Geography", "Life Sciences", "Agriculture", "04 agricultural and veterinary sciences", "Soil Nutrient Management", "15. Life on land", "Agronomy", "Chemistry", "Archaeology", "13. Climate action", "0401 agriculture", " forestry", " and fisheries", "Organic matter", "Intercropping in Agricultural Systems", "Soil Carbon Dynamics and Nutrient Cycling in Ecosystems", "Agronomy and Crop Science", "Mathematics"]}, "links": [{"href": "https://doi.org/10.60692/wzwcw-szh03"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Agriculture%2C%20Ecosystems%20%26amp%3B%20Environment", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.60692/wzwcw-szh03", "name": "item", "description": "10.60692/wzwcw-szh03", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.60692/wzwcw-szh03"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-10-01T00:00:00Z"}}, {"id": "10.5281/zenodo.13347950", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:09Z", "type": "Report", "title": "Analysis of knowledge base available to monitor soil indicators proposed under the Soil Mission", "description": "The PREPSOIL\u00a0Preparing for the 'Soil Deal for Europe Mission project facilitates the deployment of the Mission across European regions. This will be achieved through the co-creation and roll out of tools\u00a0and spaces for interaction, knowledge-sharing and co-learning, as well as\u00a0stocktaking and dialogue to understand how regional assessment of soil\u00a0needs, supported by harmonized monitoring mechanisms, can then lead to\u00a0action in living labs and lighthouses for soil health.  One of the major Soil Mission components is development of a robust, harmonized soil monitoring framework, enabling assessment of policy effects and building information on soil health status trends. In order to develop such a monitoring framework, it is necessary to integrate current knowledge on existing monitoring programs and look for harmonization and improvement of the approaches applied across Europe. One of current gaps in soil monitoring is insufficient coverage of soils located in urban, forest or industrial areas.The overall objective of PREPSOIL task 5.1 is to contribute to consolidation of the Mission\u2019s soil monitoring framework by assessing how to extend the current and upcoming results from other projects dedicated to agricultural soils and existing soil monitoring initiatives to natural, forest, urban and industrial soils.The task methodology leading to collection of information on agricultural and non-agricultural soil monitoring involved two main phases: phase 1 - a review of selected (completed, ongoing, newly started) projects, supported by the European Commission, dedicated or linked to soil monitoring issues; phase 2 - an inventory of national experiences (national systems, initiatives) on soil monitoring with a special focus on non-agricultural areas. The results of these two phases constitute the basis for a broader discussion on future monitoring of non-agricultural soils. Such a discussion will be carried out in the third phase of the Task 5.1 activity.", "keywords": ["2. Zero hunger", "non-agricultural areas", "13. Climate action", "11. Sustainability", "Soil monitoring", "Healthy Soils", "15. Life on land", "Soil Mission", "PREPSOIL"], "contacts": [{"organization": "Klimkowicz-Pawlas, Agnieszka, Siebielec, Grzegorz, \u015awi\u0105tek, Karolina,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13347950"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13347950", "name": "item", "description": "10.5281/zenodo.13347950", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13347950"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-02-12T00:00:00Z"}}, {"id": "10.5281/zenodo.13619449", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:10Z", "type": "Report", "title": "Integration and Simulation of Precision Weed Spraying System on Unmanned Ground Vehicle", "description": "This paper presents a robotics system aimed at blueberry production and targeting precision low\u2011volume weed spraying for the blueberries planted on ridges. Equipped with visually-based machine learning weed segmentation and clusterization algorithms, it represents a powerful tool for precise, targeted weed eradication with minimum impact on the environment. The simulation of the system operation is an indispensable step in developing complex systems, hence this paper presents simulation results.", "keywords": ["Agriculture", "Robotics", "robotics", " agriculture", " spraying", " weeds"], "contacts": [{"organization": "Krklje\u0161, Damir, Kiti\u0107, Goran, Petes, Csaba, Filipovi\u0107, Vladan, Mirovi\u0107, Mina, Birgermajer, Slobodan,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13619449"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13619449", "name": "item", "description": "10.5281/zenodo.13619449", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13619449"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-08-30T00:00:00Z"}}, {"id": "10.5281/zenodo.13624636", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:10Z", "type": "Dataset", "title": "DeDuCE: Deforestation and carbon emissions due to agriculture and forestry activities from 2001-2022", "description": "Overview  This dataset provides country-level estimates of agriculture and forestry-driven deforestation and associated carbon emissions for the period 2001-2022. A sub-national level attribution dataset is available for Brazil. Generated by the Deforestation Driver and Carbon Emission (DeDuCE) model, it amalgamates remotely sensed datasets with extensive agricultural statistics to estimate deforestation attributable to agricultural and forestry activities globally. Developed utilizing Google Earth Engine and Python, DeDuCE comprehensively covers over 9300 unique country-commodity footprints across\u00a0179 countries and 184 commodities within the specified period, presenting an unmatched scope and granularity of data.  Documentation  The manuscript detailing the dataset is currently archived at EarthArXiV:\u00a0Singh, C., & Persson, U. M. (2024). Global patterns of commodity-driven deforestation and associated carbon emissions. https://doi.org/10.31223/X5T69B  The insights from this dataset can also be viewed at:\u00a0https://www.deforestationfootprint.earth  Repository contents  The input and output/data generated by the model are archived here at\u00a0Zenodo, and their\u00a0description is available in\u00a0'README (files in the directory).txt'.  The columns of the (final) dataset 'DeDuCE_Deforestation_attribution_v1.0.1 (2001-2022).xlsx' in the folder 'Final Attribution Results' represent the following:    Continent/Country group: All countries are divided into 8 geographical regions  ISO: Three-letter country codes defined by ISO  Producer country: Country of deforestation  Year: Year of deforestation, ranges from 2001-2022\u00a0  Commodity group: All commodities are divided into 11 commodity groups  Commodity: Name of commodity aligning with FAOSTAT  Deforestation attribution, unamortized (ha): Annual deforestation estimates  Deforestation risk, amortized (ha): 5-year amortised deforestation estimates  Deforestation emissions excl. peat drainage, unamortized (MtCO2): Annual estimates of carbon emissions (based on AGB, BGB, deadwood, litter, soil organic carbon and carbon stock of replacing commodity)  Deforestation emissions excl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, excluding carbon emissions from peatland drainage\u00a0  Peatland drainage emissions (MtCO2): Annual estimates of carbon emissions from peatland drainage\u00a0  Deforestation emissions incl. peat drainage, amortized (MtCO2):\u00a05-year amortised carbon emission estimates, including emissions from peatland drainage  Quality Index: Flagging deforestation estimates\u00a0   Contact  If you have any questions, you can contact us at: \u00a0 \u00a0 \u00a0 \u00a0  \u00a0 \u00a0 \u00a0 Chandrakant Singh and U. Martin Persson\u00a0 \u00a0\u00a0 \u00a0 \u00a0 Email: chandrakant.singh@chalmers.se and martin.persson@chalmers.se \u00a0\u00a0\u00a0 \u00a0 \u00a0 Physical Resource Theory, Department of Space, Earth & Environment, \u00a0\u00a0\u00a0 \u00a0 \u00a0 Chalmers University of Technology, Gothenburg, Sweden", "keywords": ["Agriculture", "Forestry", "Deforestation", "Carbon emissions"], "contacts": [{"organization": "Singh, Chandrakant, Persson, U. Martin,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13624636"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13624636", "name": "item", "description": "10.5281/zenodo.13624636", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13624636"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-08-31T00:00:00Z"}}, {"id": "10.5281/zenodo.13805742", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:12Z", "type": "Software", "title": "EOM4SOIL - Exogenous organic matter physicochemical characteristics visualisation tool - RShiny script", "description": "This repository contains the R and Rshiny scripts needed to run the EOM4SOIL visualisation tool. This user-friendly software allows for the dissemination of EOM references at the national and European levels to public authorities and EOM sector partners. This interactive tool enables users to explore and analyze the diverse physicochemical properties of EOM types contained in the 'Physico-chemical Characteristics of External Organic Matters' database (datapaper in progress). The software allows for dynamic filtering and visualization of data, providing users with customized graphical representations of EOM. By offering an intuitive interface, the application supports policymakers, scientists, and other stakeholders in making informed decisions by visualizing complex datasets in a clear and accessible manner.", "keywords": ["rshiny", "FOS: Agricultural sciences", "visualisation tool", "Sustainable architecture", "Software", "Agricultural sciences", "organic matter"], "contacts": [{"organization": "Caradec, Lucille, Tampio, Elina, Laakso, Johanna, Michaud, Aurelia,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13805742"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13805742", "name": "item", "description": "10.5281/zenodo.13805742", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13805742"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-09-20T00:00:00Z"}}, {"id": "10.5281/zenodo.13834642", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:12Z", "type": "Report", "title": "Definition of scenarios on the basis of trends in relevant drivers- EJP Soil SERENA Deliverable 1.4 version 2.0", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.", "keywords": ["EJP Soil", "climate change", "land cover", "scenarios", "H2020", "land management", "land use", "soil-based ecosystem services", "population trend", "soil threats", "SERENA", "stakeholders"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, Mernagh, Orlaith, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13834642"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13834642", "name": "item", "description": "10.5281/zenodo.13834642", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13834642"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-01-31T00:00:00Z"}}, {"id": "10.5281/zenodo.13844801", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:12Z", "type": "Journal Article", "created": "2023-08-11", "title": "Exploitation of the SoilPRO\u00ae (SP) apparatus to measure soil surface reflectance in the field: Five case studies", "description": "The SoilPRO\u00ae (SP) is an assembly designed to acquire soil reflectance information in the field without disturbing the soil surface, and regardless of atmospheric and solar radiation conditions. This paper summarizes five case studies in which the SP assembly was used for different applications. The case studies consisted of: (1) generating surface spectral measurements under any atmospheric condition; (2) comparing the performance of the SP to the traditional bare fiber method for vicarious calibration of hyperspectral satellite sensors; (3) assessing water repellency of a soil surface governed by organic matter hydrophobicity; (4) spatial prediction of the rate of water infiltration into the soil profile as governed by the soil surface seal; and (5) using the SP apparatus to measure soil surface reflectance in South Shetland Island, Antartica under severe weather conditions. The case studies included calculation of spectral quality, prediction accuracy and measurement stability. The paper discusses each of the cases in detail and concludes that the SP (or similar assembly) is the best way to measure the reflectance of the original soil surface in the field. In the first case study, the spectrum collected by the SP under daily changing illumination was shown to be stable relative to the traditional measurement methods of contact probe or bare fiber. The second case study indicated that use of the SP for vicarious calibration is much more efficient (in terms of time and stability) than ground-truth practice over a large area, and in the third case study, the SP was able to assess a soil surface property governed by organic matter hydrophobicity better than the contact probe, which destroys the soil surface organic seal. A similar achievement was gained in the fourth case study, providing a better assessment of the water-infiltration rate into the soil. In the fifth case study, the SP demonstrated impressive high-quality acquisition of soil surface reflectance with a very low sun angle over the South Pole. Based on these case studies and the high quality of the data generated by the SP in the field, we suggest building, in parallel to the classical soil spectral libraries generated in the laboratory, field soil spectral libraries that will preserve the soil surface properties scanned in the field. We anticipate the development of more applications for the SP assembly based on the capabilities shown in this paper.", "keywords": ["EJP SOIL", "ProbeField", "Field measurements", "Science", "Soil reflectance", "EJPSOIL", "Q", "0401 agriculture", " forestry", " and fisheries", "04 agricultural and veterinary sciences", "01 natural sciences", "SoilPRO", "Soil surface properties", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13844801"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Geoderma", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13844801", "name": "item", "description": "10.5281/zenodo.13844801", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13844801"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-10-01T00:00:00Z"}}, {"id": "10.5281/zenodo.14331422", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:28Z", "type": "Dataset", "title": "Macro- and microplastics leachates: Characterization and impact on seed germination", "description": "Open AccessThe\u00a0data is split into 8 parts:  Part 1 \u2013 ESR09_31: The data set contains data about the plastic weight loss after 7 days of incubation in a rotatory shaker in water. The data is stored in file ESR09_31.csv while metadata can be found in ESR09_31.pdf.  Part 2 \u2013 ESR09_32: The data set contains data about the physicochemical properties of the leachates solutions from conventional and biodegradable plastic mulch after 7 days of incubation in water. The data is stored in file ESR09_32.csv while metadata can be found in ESR09_32.pdf.  Part 3 \u2013 ESR09_33: The data set contains data about UV\u2013vis characterization of leachates solutions from conventional and biodegradable plastic mulch. The data is stored in file ESR09_33.csv while metadata can be found in ESR09_33.pdf.  Part 4 \u2013 ESR09_34: The data set contains data about the germination of Arabidopsis seed after treatments with leaching solution from conventional and biodegradable plastic mulches. The data is stored in file ESR09_34.csv while metadata can be found in ESR09_34.pdf.  Part 5 \u2013 ESR09_35: The data set contains data about the germination of Cotton seed after treatments with leaching solution from conventional and biodegradable plastic mulches. The data is stored in file ESR09_35.csv while metadata can be found in ESR09_35.pdf.   Part 6 \u2013 ESR09_36: The data set contains data about the germination of Tomato seeds after treatments with leaching solution from conventional and biodegradable plastic mulches. The data is stored in file ESR09_36.csv while metadata can be found in ESR09_36.pdf.  Part 7 \u2013 ESR09_37: The data set contains data about the physicochemical properties of the leachates solutions from conventional and biodegradable plastic mulch after 49days incubation in water. The data is stored in file ESR09_37.csv while metadata can be found in ESR09_37.pdf.  Part 8 \u2013 ESR09_38: The data set contains data about the plastic weight loss after\u00a07 days of incubation in a rotatory shaker in water. The data is stored in file ESR09_38.csv while metadata can be found in ESR09_38.pdf.", "keywords": ["Agriculture", "Plastic", "Plasticulture"], "contacts": [{"organization": "Macan, Giovana P.F., Munhoz, Davi R., Willems, Leo A.J., Monkley, Charlie, Lloyd, Charlotte E.M., Hageman, Jos, Geissen, Violette, Landa, Blanca B., Harkes, Paula,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14331422"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14331422", "name": "item", "description": "10.5281/zenodo.14331422", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14331422"}, {"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": "10.5281/zenodo.14337920", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:29Z", "type": "Dataset", "title": "Interactions of MPs on soil meso- and macro-fauna", "description": "Open AccessThis dataset includes information on reproduction and mortality of soil organisms, bacterial abundance at various taxonomic levels, earthworm biomass changes, soil physiochemistry, and infrared absorbance readings of pristine and UV-aged polyethylene microplastics.", "keywords": ["Agriculture", "Plastic", "Plasticulture"], "contacts": [{"organization": "Quigley, Elise, Briones, Maria J. I., Sousa, Jose Paulo,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14337920"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14337920", "name": "item", "description": "10.5281/zenodo.14337920", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14337920"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-12-09T00:00:00Z"}}, {"id": "10.5281/zenodo.13890289", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Report", "title": "Manuscript draft on Q-Methodological study (Project SoilX)", "description": "Fostering the uptake of sustainable soil management practices requires a good understanding of farmers\u2019 motivations and priorities. To comprehensively assess these priorities, we identify and describe archetypical viewpoints on soil management among European farmers. We analyse interviews conducted with 132 farmers from five case study regions using Q-Methodology, a mixed quantitative and qualitative method. We identify five archetypical viewpoints that are distinct in their focus on soil health, farm economics, social sustainability, traditional farming values, and risk avoidance, respectively. By comparing the results from three different analytical approaches, we find that these viewpoints are partly\u2014but by no means fully\u2014context-dependent. This implies that farmers\u2019 needs do not only vary due to natural farming conditions and farm structural conditions, but also due to their subjective worldviews.  Knowledge about these archetypical viewpoints can help policy makers and advisory services to support farmers in changing their soil management. Policies, information, or advice can be tailored to the needs of all viewpoints. We identify support measures that are potentially attractive for each of the archetypes in a series of workshops with farmers and other stakeholders. These include, among many others: a) information materials and practical advice for the soil health-focused farmers, b) financial support measures for economically-focused farmers, c) consumer education and support for on-farm experimentation for the social sustainability-focused farmers, d) education and support for farm succession for traditionally-minded farmers, and e) insurance instruments and investment support for risk-averse farmers.", "keywords": ["farmer viewpoints", "Q Methodology", "Qualitative interviews", "farmer typology", "soil management"], "contacts": [{"organization": "Graversgaard, Morten, Lundstr\u00f6m, Christina, Leonhardt, Heidi, H\u00f6ckert, Jenny,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13890289"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13890289", "name": "item", "description": "10.5281/zenodo.13890289", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13890289"}, {"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": "10.5281/zenodo.13890288", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Report", "title": "Manuscript draft on Q-Methodological study (Project SoilX)", "description": "Fostering the uptake of sustainable soil management practices requires a good understanding of farmers\u2019 motivations and priorities. To comprehensively assess these priorities, we identify and describe archetypical viewpoints on soil management among European farmers. We analyse interviews conducted with 132 farmers from five case study regions using Q-Methodology, a mixed quantitative and qualitative method. We identify five archetypical viewpoints that are distinct in their focus on soil health, farm economics, social sustainability, traditional farming values, and risk avoidance, respectively. By comparing the results from three different analytical approaches, we find that these viewpoints are partly\u2014but by no means fully\u2014context-dependent. This implies that farmers\u2019 needs do not only vary due to natural farming conditions and farm structural conditions, but also due to their subjective worldviews.  Knowledge about these archetypical viewpoints can help policy makers and advisory services to support farmers in changing their soil management. Policies, information, or advice can be tailored to the needs of all viewpoints. We identify support measures that are potentially attractive for each of the archetypes in a series of workshops with farmers and other stakeholders. These include, among many others: a) information materials and practical advice for the soil health-focused farmers, b) financial support measures for economically-focused farmers, c) consumer education and support for on-farm experimentation for the social sustainability-focused farmers, d) education and support for farm succession for traditionally-minded farmers, and e) insurance instruments and investment support for risk-averse farmers.", "keywords": ["farmer viewpoints", "Q Methodology", "Qualitative interviews", "farmer typology", "soil management"], "contacts": [{"organization": "Graversgaard, Morten, Lundstr\u00f6m, Christina, Leonhardt, Heidi, H\u00f6ckert, Jenny,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13890288"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13890288", "name": "item", "description": "10.5281/zenodo.13890288", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13890288"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-04T00:00:00Z"}}, {"id": "10.5281/zenodo.13903428", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Report", "title": "Metadata dataset: benchmark datasets for modelling", "description": "The main goal of the Soil Mission MARVIC project is to develop a framework for designing harmonized context-specific Monitoring, Reporting and Verification (MRV) systems for carbon farming, in support of the EU Carbon Removals and Carbon Farming (CRCF) regulation.   The scope of this report (MARVIC Deliverable 2.1) is to provide a metadata dataset of benchmark sites (BS) that are relevant to the calibration and validation of models used within the MARVIC\u00a0test cases. The dataset provided by Deliverable 2.1 describes the main characteristics of each site, such as pedoclimatic conditions, management practices applied, soil chemical, physical, and biological parameters, and details the measured variables that have been collected over time.", "keywords": ["Soil sciences", "Carbon Farming", "Sustainable agriculture"], "contacts": [{"organization": "BIFFI, Sofia, MARTIN, Manuel, VAN EGMOND, Fenny, FERRARINI, Andrea, XU, Hui, RUYSSCHAERT, Greet,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13903428"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13903428", "name": "item", "description": "10.5281/zenodo.13903428", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13903428"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-08T00:00:00Z"}}, {"id": "10.5281/zenodo.13935388", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Dataset", "created": "2024-10-31", "title": "SoilX D2.2: Dataset of physical, biological and chemical soil properties from 10 European long-term experiments", "description": "This dataset contains all measurements that were conducted within the Workpackage #2 of the SoilX Project (2022-2024). The data contains physical, chemical and biological soil parameters that were measured in ten European long-term field experiments. Each data table contains different parameters, and they can be linked by the identifying columns (LTE, treatment, depth, block, replicate). Further information can be found in the ReadMe.txt.", "keywords": ["Soil sciences", "Sustainable agriculture", "Agriculture", "Hydrology"], "contacts": [{"organization": "Heller, Olivier, ten Damme, Loraine, D'Hose, Tommy, Arr\u00e1zola-V\u00e1squez, Elsa M., B\u00f6ning, Kristin, Bragazza, Luca, B\u00fcrge, Diane, Ding, Friederike, Euteneuer, Pia, Goberna, Marta, Guillaume, Thomas, F\u00e9r, Miroslav, Ghiasi, Shiva, Jarvis, Nicholas, J\u00f8rgensen, Palle, Koestel, John, Kunzov\u00e1, Eva, Lindahl, Anna, Madaras, Mikul\u00e1\u0161, Mehdi-Schulz, Bano, Mayer, Jochen, Munkholm, Lars J., Nielsen, J\u00f8rgen M., Ribes Bargues, Marta, P\u00f6schl, Stephanie, Pullens, Johannes W. M., Rasmussen, Stig T., Sant\u00edn-Montany\u00e1, In\u00e9s, Scheiblmair, Sarah, Schittli, Dominik, Sommer, Marlies, Stumpp, Christine, Torres, Lorena C., van der Heijden, Marcel, Volpe, Valerio, Wittwer, Rapha\u00ebl, Keller, Thomas,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13935388"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13935388", "name": "item", "description": "10.5281/zenodo.13935388", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13935388"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.13945384", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Report", "title": "Evaluation of soil threats and ecosystem service evolution under climate, land use or management changes.", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.  Based on an intensive literature review and results from previous experiences in member states a scenario framework was developed (climate, land use, and management changes) and common methodologies (statistical methods, simple and/or more sophisticated models) were identified, used or validated to forecast how selected soil ecosystem services (SES) and soil threats (ST) will change according to climate, land-use and management changes. In contrast to WP5 we focus in WP3/Task 3 on forecasts of changes of various soil indicators on site, regional or national scale, and could rely on soil maps with high resolution that are maintained by several member states. Three countries out of 6 were able to give predictions for changes on the SES \u201cGHG and climate regulation\u201d. Two countries were working on the SES \u201cPrimary biomass production\u201d and could predict changes in \u201cErosion control\u201d on a national scale. \u201cHydrological control\u201d and \u201cEnvironmental pollution control\u201d was predicted in one country in 2 regions. Changes in climate, land management or land use change and their effects on ST could be predicted less often. Three countries could predict the effects ofchanges on \u201cSoil organic carbon loss\u201d and on \u201cSoil compaction\u201d, two countries estimated the loss ofsoil via erosion. Only one country each could predict effects of changes on \u201cSoil nutrient imbalance\u201dand \u201cSoil acidification\u201d and \u201cSoil sealing\u201d. Either no appropriate model or no experience was availablefor the SES \u201cHabitat for biodiversity\u201d and \u201cPest and disease control\u201d and for the ST\u2019s \u201cWaterlogging\u201d,\u201cSoil contamination\u201d, \u201cLoss of diversity\u201d and \u201cSalinization\u201d.", "keywords": ["Estonia", "land use change", "Task 3.3", "soil nutrient imbalance", "salinization", "management change", "D3.4", "soil", "Environmental pollution control", "loss of diversity", "soil compaction", "soil sealing", "Erosion control", "Soil threats", "habitat for biodiversity", "loss of soil", "Primary biomass production", "Czech Republic", "agriculture", "GHG and climate regulation", "Hydrological control", "scenario analysis", "Grant n. 862695", "Soil ecosystem services", "waterlogging", "soil organic carbon loss", "climate change", "SERENA EJPSOIL", "WP3", "Austria", "pest and disease control", "France", "Poland", "soil acidification", "Ireland", "soil contamination"], "contacts": [{"organization": "Kitzler, Barbara", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13945384"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13945384", "name": "item", "description": "10.5281/zenodo.13945384", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13945384"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-17T00:00:00Z"}}, {"id": "10.5281/zenodo.13950482", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Report", "title": "Framework for on-farm monitoring of the impact of AE systems on soil quality and soil ecosystem services", "description": "The ARTEMIS project aimed to provide a better understanding of how specific agroecological systems affect soil's ability to mitigate and abate the consequences of climate change. The WP5 \u2013 Framework for AE (lighthouse) farm network on soil quality and ecosystem services \u2013 aimed to develop and test, on a network of farms, a framework for on-farm monitoring of the impact of diverse AE systems on soil quality and soil related ecosystem services (ESS).\u00a0\u00a0     The objective of this report (D5.1) is to provide a monitoring plan with a set of indicators and tools to be used for on-farm monitoring of soil quality and soil-related ESS in diverse AE farms. This protocol and its indicators, parameters, and methods were revised and updated according to the feedback from the land users and results obtained during its use in the field.", "keywords": ["EJPSOIL", "Soil health", "on-farm monitoring", "Ecosystem services", "agroecolgy"], "contacts": [{"organization": "Panagea, Ioanna S., Vanderhasselt, Adriaan, Willekens, Koen, Walder, Florian, Stefanova, Milena, Prieto Fern\u00e1ndez, \u00c1ngeles, Ruysschaert, Greet,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13950482"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13950482", "name": "item", "description": "10.5281/zenodo.13950482", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13950482"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13945383", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:13Z", "type": "Report", "created": "2024-10-22", "title": "Evaluation of soil threats and ecosystem service evolution under climate, land use or management changes.", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.  Based on an intensive literature review and results from previous experiences in member states a scenario framework was developed (climate, land use, and management changes) and common methodologies (statistical methods, simple and/or more sophisticated models) were identified, used or validated to forecast how selected soil ecosystem services (SES) and soil threats (ST) will change according to climate, land-use and management changes. In contrast to WP5 we focus in WP3/Task 3 on forecasts of changes of various soil indicators on site, regional or national scale, and could rely on soil maps with high resolution that are maintained by several member states. Three countries out of 6 were able to give predictions for changes on the SES \u201cGHG and climate regulation\u201d. Two countries were working on the SES \u201cPrimary biomass production\u201d and could predict changes in \u201cErosion control\u201d on a national scale. \u201cHydrological control\u201d and \u201cEnvironmental pollution control\u201d was predicted in one country in 2 regions. Changes in climate, land management or land use change and their effects on ST could be predicted less often. Three countries could predict the effects ofchanges on \u201cSoil organic carbon loss\u201d and on \u201cSoil compaction\u201d, two countries estimated the loss ofsoil via erosion. Only one country each could predict effects of changes on \u201cSoil nutrient imbalance\u201dand \u201cSoil acidification\u201d and \u201cSoil sealing\u201d. Either no appropriate model or no experience was availablefor the SES \u201cHabitat for biodiversity\u201d and \u201cPest and disease control\u201d and for the ST\u2019s \u201cWaterlogging\u201d,\u201cSoil contamination\u201d, \u201cLoss of diversity\u201d and \u201cSalinization\u201d.", "keywords": ["Estonia", "land use change", "Task 3.3", "soil nutrient imbalance", "salinization", "management change", "D3.4", "soil", "Environmental pollution control", "loss of diversity", "soil compaction", "soil sealing", "Erosion control", "Soil threats", "habitat for biodiversity", "loss of soil", "Primary biomass production", "Czech Republic", "agriculture", "GHG and climate regulation", "Hydrological control", "scenario analysis", "Grant n. 862695", "Soil ecosystem services", "waterlogging", "soil organic carbon loss", "climate change", "SERENA EJPSOIL", "WP3", "Austria", "pest and disease control", "France", "Poland", "soil acidification", "Ireland", "soil contamination"], "contacts": [{"organization": "Kitzler, Barbara", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13945383"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13945383", "name": "item", "description": "10.5281/zenodo.13945383", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13945383"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-17T00:00:00Z"}}, {"id": "10.5281/zenodo.13951142", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "SERENA EJP Soil: Green House Gas Regulation Application Emilia-Romagna, Italy (Summer)", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:  It is the result of a modelling exercise and does not necessarily reflect reality.  Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy of the techniques chosen and their prior knowledge .   It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.  These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data.   Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["greenhouse gases and climate regulation indicators", "Soil sciences", "Grant 862695", "net ecosystem productivity", "Emilia-Romagna", " Italy", "SERENA", "EJP-Soil", "Soil-based ecosystem services"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951142"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951142", "name": "item", "description": "10.5281/zenodo.13951142", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951142"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13951144", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "SERENA EJP Soil - Map of Soil Sealing of Italy", "description": "Open AccessThe map of soil sealing of Italy was based on semi-automatic classification process of multitemporal satellite images and photointerpretation. The methodology uses vegetation and backscatter indices calculated over time series of images, and decision rules. The semi-automatic classification supports the subsequent photointerpretation phase based on national orthophotos and other free VHR satellite images. The final map is the product of a binary classification (sealed/not-sealed) having 10 m spatial resolution. The selected indicator was degree of soil sealing.", "keywords": ["ITALY", "soil threat", "soil sealing", "remote sensing", "SERENA EJPSOIL", "WP3", "Task 3.2", "H2020", "Grant n. 862695", "satellite images", "photointerpretation"], "contacts": [{"organization": "Smiraglia, Daniela, Congedo, Luca, Marinosci, Ines, De Fioravante, Paolo, ASSENNATO, FRANCESCA, Munaf\u00f2, Michele, Riitano, Nicola,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951144"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951144", "name": "item", "description": "10.5281/zenodo.13951144", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951144"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13951146", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "Map of SESs/STs Bundles for Estonian agricultural land", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.  This map is the outcome of applying a bundles cookbook developed in SERENA based on soil threats (ST) SOC loss and erosion potential and soil ecosystem service (SES) biomass production. The resulting bundles are clusters of SESs/STs where the intra-cluster variability is lower than the inter-cluster variability in the mean values of the selected SESs/STs to identify the bundles. The generated map of SESs/STs Bundles for Estonian agricultural land is at the resolution of 100m. The input data for the cookbook was the Map of soil organic carbon loss of mineral soils in Estonia ; Soil water erosion potential in agricultural soils modelled by USLE, and primary biomass production.", "keywords": ["Task3.2", "Estonia", "agricultural land", "EJPSOIL", "WP3", "Bundles", "D3.3", "SERENA", "Grant n 862695", "cookbook"], "contacts": [{"organization": "Putku, Elsa", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951146"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951146", "name": "item", "description": "10.5281/zenodo.13951146", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951146"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13951143", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "SERENA EJP Soil: Green House Gas Regulation Application Emilia-Romagna, Italy (Summer)", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:  It is the result of a modelling exercise and does not necessarily reflect reality.  Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy of the techniques chosen and their prior knowledge .   It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.  These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data.   Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["greenhouse gases and climate regulation indicators", "Soil sciences", "Grant 862695", "net ecosystem productivity", "Emilia-Romagna", " Italy", "SERENA", "EJP-Soil", "Soil-based ecosystem services"], "contacts": [{"organization": "Medina-Roldan, Eduardo, Lorenzetti, Romina, GARDIN, LORENZO, Buttafuoco, Gabriele, Ungaro, Fabrizio,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951143"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951143", "name": "item", "description": "10.5281/zenodo.13951143", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951143"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13951145", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "SERENA EJP Soil - Map of Soil Sealing of Italy", "description": "Open AccessThe map of soil sealing of Italy was based on semi-automatic classification process of multitemporal satellite images and photointerpretation. The methodology uses vegetation and backscatter indices calculated over time series of images, and decision rules. The semi-automatic classification supports the subsequent photointerpretation phase based on national orthophotos and other free VHR satellite images. The final map is the product of a binary classification (sealed/not-sealed) having 10 m spatial resolution. The selected indicator was degree of soil sealing.", "keywords": ["ITALY", "soil threat", "soil sealing", "remote sensing", "SERENA EJPSOIL", "WP3", "Task 3.2", "H2020", "Grant n. 862695", "satellite images", "photointerpretation"], "contacts": [{"organization": "Smiraglia, Daniela, Congedo, Luca, Marinosci, Ines, De Fioravante, Paolo, ASSENNATO, FRANCESCA, Munaf\u00f2, Michele, Riitano, Nicola,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951145"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951145", "name": "item", "description": "10.5281/zenodo.13951145", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951145"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13951147", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:14Z", "type": "Dataset", "title": "Map of SESs/STs Bundles for Estonian agricultural land", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.  This map is the outcome of applying a bundles cookbook developed in SERENA based on soil threats (ST) SOC loss and erosion potential and soil ecosystem service (SES) biomass production. The resulting bundles are clusters of SESs/STs where the intra-cluster variability is lower than the inter-cluster variability in the mean values of the selected SESs/STs to identify the bundles. The generated map of SESs/STs Bundles for Estonian agricultural land is at the resolution of 100m. The input data for the cookbook was the Map of soil organic carbon loss of mineral soils in Estonia ; Soil water erosion potential in agricultural soils modelled by USLE, and primary biomass production.", "keywords": ["Task3.2", "Estonia", "agricultural land", "EJPSOIL", "WP3", "Bundles", "D3.3", "SERENA", "Grant n 862695", "cookbook"], "contacts": [{"organization": "Putku, Elsa", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951147"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951147", "name": "item", "description": "10.5281/zenodo.13951147", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951147"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-18T00:00:00Z"}}, {"id": "10.5281/zenodo.13981815", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:15Z", "type": "Report", "title": "Communication and Dissemination Strategy (Update 2). Deliverable D7.2 of the EU Horizon 2020 project OPTAIN.", "description": "Deliverable report D7.2 (update 2) of the EU Horizon 2020 Project OPTAIN (Grant agreement No. 862756)  OPTAINs Communication and Dissemination Strategy, including visual guidelines and social media strategy.   Summary  This deliverable presents the Communication and Dissemination Strategy (CDS) for the OPTAIN project. The document has been updated several times during the project and this version represents the October 2023 update. The CDS is focusing on the whole spectrum of communication, dissemination and engagement aspects, starting with the communication of objectives of OPTAIN, going through target audiences, and tools and methods, all the way to internal communication and monitoring. This document will familiarize the partners with all information, needed for efficient set up of the communication and dissemination strategy and then instruct them on how to\u00a0implement and track it.", "keywords": ["target audiences", "messages", "communication", "visual identity", "social media", "H2020", "OPTAIN", "channels", "dissemination"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13981815"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13981815", "name": "item", "description": "10.5281/zenodo.13981815", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13981815"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.13980629", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:15Z", "type": "Dataset", "created": "2024-01-01", "title": "Morphological and physical chemical characterization of main agricultural plastics articles used for protected cultivation systems during ageing in fields, and collection practices", "description": "This dataset includes data generated upon the implementation of the ST 1.2.1 'Analysis of degradation and fragmentation of AP and transfer of MNP to soil'. The activities dealt with the study of degradation and fragmentation from weathering and agricultural practices of conventional and biodegradable AP relevant for transfer of MNP to soil (during both use and end of life). In particular, the experimental data refer to characterization of biodegradable mulch films, pristine (coded M-BIO0) or subjected to photo-oxidative weathering (M-BIO192), as well as the same samples buried in soil for varying time periods, up to 353 days. The folders included contain gel permeation chromatography (GPC) and Matrix-assisted Laser Desorption Ionization (MALDI-TOF) data, which account for the change in film molecular weight upon soil burial. Furthermore, Differential Scanning Calorimetry (DSC) data and\u00a0 Scanning Electron Microscopy (SEM) and Water Contact Angle (WCA) images of some selected samples are also provided.", "keywords": ["mulch films", "agricultural plastics", "accelerated aging", "polymers", "compostable plastics", "soil burial"], "contacts": [{"organization": "Institute of Polymers, Composites and Biomaterials", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13980629"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13980629", "name": "item", "description": "10.5281/zenodo.13980629", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13980629"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-05-15T00:00:00Z"}}, {"id": "10.5281/zenodo.13983195", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Dataset", "title": "SERENA Task 1.4 \u2013 Definition of scenarios - Survey results", "description": "Open AccessDisclaimer:The data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:  - It is the result of a modelling exercise and does not necessarily reflect reality.  - Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy and prior knowledge of the technical choices made.  - It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.  - These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data.  Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["EJP Soil", "Task1.4", "scenarios", "H2020", "land management", "land use", "WP1", "soil threats", "Grant n. 862695", "SERENA", "stakeholders", "climate change", "land cover", "soil-based ecosystem services", "population trend"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, Mernagh, Orlaith, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13983195"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13983195", "name": "item", "description": "10.5281/zenodo.13983195", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13983195"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-23T00:00:00Z"}}, {"id": "10.5281/zenodo.13993621", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Report", "title": "Deliverable D2.3.2 Cookbook to evaluate indicators of soil threats, soil-based ES and their associated bundles over scenarios of change", "description": "Soil's vulnerability to soil threats (STs) and its capacity to deliver soil based ecosystem services (SESs) depend on specific environmental conditions. Therefore, STs and SESs require to be assessed using explicit and appropriate methodologies. Indicators are suitable communications tools with stakeholders and the general public because they facilitate the simplification of complex human-environmental systems and provide aggregated information on certain phenomena at the spatial and temporal scale that they represent. Task 2.3 of the SERENA project was aimed at developing harmonised methodologies to evaluate bundles of soil threats (STs) and soil-based ecosystem services (SESs) at different levels. The Deliverable 2.3.1 developed the second step of the harmonization of STs and SESs indicators, whereas this deliverable developed the third step of the global tiered strategy for harmonisation and was mainly focused on the definition of methods for the harmonised assessment of indicators of STs and SESs at the member state (MS) level. The deliverable was focused on soil erosion (ST) and soil erosion control (SES), soil organic carbon (SOC) loss (ST), greenhouse gas (GHG) and climate regulation (SES), and soil sealing (ST) as well as a bundle of STs/SESs. Different cookbooks were developed to provide harmonized approaches/methods for assessing indicators for STs/SESs at national scale. The cookbooks for each indicator of ST/SES (including bundles of STs/SESs) reported in this deliverable were provide to Task 3.2 for their application at MS scale and subsequent validation of these applications by Task 1.3.", "keywords": ["570", "soil threat", "Soil sciences", "Deliverable 2.3.2", "indicator", "EJPSOIL", "Task 2.3", "SERENA project", "soil based ecosystem service", "[SDV.SA.SDS]Life Sciences [q-bio]/Agricultural sciences/Soil study", "Grant n 862695", "630"], "contacts": [{"organization": "Buttafuoco, Gabriele, Montagne, David, Hessel, Rudi, Asins-Velis, Sabina, Assennato, Francesca, Lemercier, Blandine, Coblinski, Jo\u00e3o, Cockx, Kasper, Congedo, Luca, Cousin, Isabelle, De Fioravante, Paolo, Foldal, Cecilie, Kukk, Liia, Lorenzetti, Romina, Marinosci, Ines, Medina-Rold\u00e1n, Eduardo, Munaf\u00f2, Michele, Oorts, Katrien, Pesch, Charles, Pindral, Sylwia, Reyes Rojas, Jessica, Riitano, Nicola, Saby, Nicolas, Smiraglia, Daniela, Ungaro, Fabrizio,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993621"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993621", "name": "item", "description": "10.5281/zenodo.13993621", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993621"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-29T00:00:00Z"}}, {"id": "10.5281/zenodo.13982875", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Dataset", "title": "SERENA Task 1.4 \u2013 Definition of scenarios - Survey results", "description": "Open AccessDisclaimer:The data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:  - It is the result of a modelling exercise and does not necessarily reflect reality.  - Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy and prior knowledge of the technical choices made.  - It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.  - These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data.  Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["EJP Soil", "Task1.4", "scenarios", "H2020", "land management", "land use", "WP1", "soil threats", "Grant n. 862695", "SERENA", "stakeholders", "climate change", "land cover", "soil-based ecosystem services", "population trend"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, Mernagh, Orlaith, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13982875"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13982875", "name": "item", "description": "10.5281/zenodo.13982875", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13982875"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-23T00:00:00Z"}}, {"id": "10.5281/zenodo.13983574", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Report", "title": "Stakeholders' collaboration in defining scenarios relating to agricultural soils, on the basis of trends in relevant drivers", "description": "Open AccessDisclaimer:The data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:  - It is the result of a modelling exercise and does not necessarily reflect reality.  - Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy and prior knowledge of the technical choices made.  - It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.  - These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data.  Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["EJP Soil", "Task 1.4", "scenarios", "H2020", "land management", "land use", "WP1", "Grant n. 862695", "soil threats", "SERENA", "stakeholders", "climate change", "land cover", "soil-based ecosystem services", "population trend"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, Mernagh, Orlaith, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13983574"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13983574", "name": "item", "description": "10.5281/zenodo.13983574", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13983574"}, {"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": "10.5281/zenodo.13991192", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Dataset", "title": "EJPSOIL_SERENA: Maps of Soil Organic Carbon Loss Scenarios in Elva Parish, Estonia", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as part of the EJP Soil SERENA programme. Please keep in mind that:It is the result of a modelling exercise and does not necessarily reflect reality.Despite the efforts made to provide reliable data, the results may contain inconsistencies, depending in particular on the raw data available and level of accuracy of the techniques chosen and their prior knowledge. It is necessary to consider how the results have been obtained in order to decide on their relevance in relation to the intended purpose of reuse.These results are interesting from a scientific point of view, but their use for environmental management and policy issues should be done keeping the previous aspects in mind and complementing when necessary the provided results with the best available data. Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["Estonia", "SERENA EJP SOIL", "model", "WP3", "Task 3.3", "SOC loss", "RothC", "management", "D3.4", "scenario"], "contacts": [{"organization": "Kauer, Karin, Escuer-Gatius, Jordi, Kukk, Liia,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13991192"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13991192", "name": "item", "description": "10.5281/zenodo.13991192", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13991192"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-25T00:00:00Z"}}, {"id": "10.5281/zenodo.13991800", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:16Z", "type": "Report", "title": "Swiss Farmers' Views on the Role of Soil Management to Mitigate Impacts of Droughts and Extreme Precipitation", "description": "Extreme weather events, such as severe droughts and intense rainfall, pose growing threats to crop production and soil health across Europe. Integrating sustainable soil management practices can enhance farm resilience and improve soil health. Farmers' decision-making regarding soil management practices is influenced by various context-specific factors, including environmental values and economic considerations. Understanding these factors is essential for promoting sustainable management practices. Through analysis, this study identifies three main perspectives among Swiss farmers: the 'Sustainable Farmer,' the 'Pragmatic Farmer,' and the 'Market-Focused Traditionalist.' The findings highlight how context-specific factors shape soil management choices of farmers. Results suggest that policy measures tailored to farmers\u2019 unique contexts can support conservation practices and foster knowledge sharing.", "keywords": ["Soil sciences", "Q Methodology", "Sustainable soil management", "Climate change adaptation", "Farmer viewpoints"], "contacts": [{"organization": "B\u00fctikofer, Nicole", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13991800"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13991800", "name": "item", "description": "10.5281/zenodo.13991800", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13991800"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-08-24T00:00:00Z"}}, {"id": "10.5281/zenodo.14000724", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:17Z", "type": "Dataset", "title": "EPJSOIL SERENA WP3 T3.3 : France climatic and agricultural change modelling dataset (Naizin)", "description": "Open AccessThe internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales. \u00a0  Data aims to explore the effect of climate change according to different climate scenario up to 2050, and to understand the resistance of soil in response to climate change and different type of agricultural management. Additionally, it aims to understand the relations between SES, and the main factors affecting Soil Ecosystem Services (SES) variations. Data has been produced by the SERENA team WP3 T3.3 France using JAVA-STICS 10.0.0 model and the STICSonR package, using the input files specified in the data. Results consit of the yearly data of SES calculated from the daily modeling from STICS. Because of the file size of daily results from STICS, such file are not part of the dataset. Input data and R scripts used are instead provided.  Naizin\u2019s soil data come from Walter et al. (1993, 1996, 1998), climatic data were obtained from SAFRAN climatic data provided by M\u00e9t\u00e9o-France and were downloaded via the SICLIMA platform developed by AgroClim-INRAE. Plants and fertilizers data come from default dataset from STICS. All input data are available as part of this dataset.", "keywords": ["SERENA EJP SOIL", "model", "WP3", "T3.3", "Climate", "agricultural management", "STICS", "France", "scenario"], "contacts": [{"organization": "Lemercier, Blandine, Michot, Didier, Boutier, Antoine, Walter, Christian, Gaillot, Arthur, Montagne, David, Le Bas, Christine,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14000724"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14000724", "name": "item", "description": "10.5281/zenodo.14000724", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14000724"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-28T00:00:00Z"}}, {"id": "10.5281/zenodo.14000725", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:17Z", "type": "Dataset", "title": "EPJSOIL SERENA WP3 T3.3 : France climatic and agricultural change modelling dataset (Naizin)", "description": "Open AccessThe internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales. \u00a0  Data aims to explore the effect of climate change according to different climate scenario up to 2050, and to understand the resistance of soil in response to climate change and different type of agricultural management. Additionally, it aims to understand the relations between SES, and the main factors affecting Soil Ecosystem Services (SES) variations. Data has been produced by the SERENA team WP3 T3.3 France using JAVA-STICS 10.0.0 model and the STICSonR package, using the input files specified in the data. Results consit of the yearly data of SES calculated from the daily modeling from STICS. Because of the file size of daily results from STICS, such file are not part of the dataset. Input data and R scripts used are instead provided.  Naizin\u2019s soil data come from Walter et al. (1993, 1996, 1998), climatic data were obtained from SAFRAN climatic data provided by M\u00e9t\u00e9o-France and were downloaded via the SICLIMA platform developed by AgroClim-INRAE. Plants and fertilizers data come from default dataset from STICS. All input data are available as part of this dataset.", "keywords": ["SERENA EJP SOIL", "model", "WP3", "T3.3", "Climate", "agricultural management", "STICS", "France", "scenario"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14000725"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14000725", "name": "item", "description": "10.5281/zenodo.14000725", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14000725"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-28T00:00:00Z"}}, {"id": "10.5281/zenodo.1404255", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:19Z", "type": "Report", "title": "Diverfarming General Brochure", "description": "Open AccessThis project has received funding from the European Union\u2019s Horizon 2020 Research and Innovation Programme under grant agreement No 728003", "keywords": ["2. Zero hunger", "Sostenibilidad agr\u00edcola", "Agricultura", "Diversificaci\u00f3n de cultivos", "Agriculture", "farm sustainability", "15. Life on land", "7. Clean energy", "Soil quality", "12. Responsible consumption", "Edafolog\u00eda y Qu\u00edmica Agr\u00edcola", "crop diversification", "13. Climate action", "Crop diversification", "5102.01 Agricultura", "Rentabilidad de la granja", "11. Sustainability", "Calidad del suelo", "Farm profitability", "soil quality", "Farm sustainability", "farm profitability", "agriculture"], "contacts": [{"organization": "M\u00e1rquez, Silvia, L\u00e1zaro, Elena, Zornoza, Ra\u00fal,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.1404255"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.1404255", "name": "item", "description": "10.5281/zenodo.1404255", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.1404255"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2018-01-01T00:00:00Z"}}, {"id": "10.5281/zenodo.14001698", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:17Z", "type": "Dataset", "title": "SERENA EJP Soil: Bundles Application Emilia-Romagna, Italy", "description": "The internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national, and European scales.", "keywords": ["EJP Soil", "bundles", "soil-based ecosystem services' bundles", "Emilia-Romagna", "SERENA"], "contacts": [{"organization": "Medina-Roldan, Eduardo, Lorenzetti, Romina, Ungaro, Fabrizio,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14001698"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14001698", "name": "item", "description": "10.5281/zenodo.14001698", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14001698"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-28T00:00:00Z"}}, {"id": "10.5281/zenodo.14002493", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:17Z", "type": "Report", "title": "Pedotransfer Functions Versus Model Structure: What Drives Variance in Agro-Hydrological Model Results?", "description": "Pedotransfer functions (PTFs) are widely used empirical relationships to estimate soil hydraulic parameters. PTFs are usually derived from point soil samples analysed in the field or laboratory; thus, they contain uncertainties at different levels (i.e., from sampling and measuring techniques, as well as empirical approaches chosen to quantify relationships). When PTFs are used to parametrize agro-hydrological models, both the choice of PTF and the choice of the model may influence the simulation results. Both sources of variance (PTF choice and model structural differences) were found to be relevant in previous studies, but how they relate to each other has rarely been investigated. In this study, we addressed this research gap by conducting a systematic analysis of the variance in selected agro-hydrological model outputs (i.e., seepage water, soil water content, actual evapotranspiration, transpiration, biomass production) based on an ensemble of 18 PTFs applied to four agro-hydrological models, namely: APEX, CANDY, DAISY and SWAP. The models were calibrated for aboveground biomass and phenology of silage maize and evaluated using data of actual evapotranspiration, seepage water and soil water content obtained from a lysimeter facility in Switzerland. ANOVA-based variance partitioning was applied to attribute variance in model outputs to two uncertainty sources (PTF choice, model choice). Overall, we found that agro-hydrological model structural differences had a larger influence on the variance in model outputs than PTF differences. Further analyses undertaken per model showed that the sensitivity of the simulated outputs to the choice of PTF differed between the models; our results showed that the models integrating the Richards equation (SWAP, DAISY) were more sensitive to the choice of PTF than those using a reservoir cascade approach (APEX, CANDY). Our results also showed that simulated outputs using the mean of a PTF ensemble performed better than when using a single PTF, irrespective of the model and output variable. We therefore recommend using PTF ensembles in agro-hydrological modelling studies. The benefit of using large PTF ensembles is, however, likely to be reduced in larger ensembles of agro-hydrological models, as structural model uncertainties will dominate over PTF uncertainties, according to the four-member model ensemble investigated here.", "keywords": ["CANDY", "seepage", "DAISY", "model ensemble", "lysimeter", "SWAP", "evapotranspiration", "soil water", "APEX", "yield"], "contacts": [{"organization": "Turek, Maria Eliza, Pullens, Johannes, Meuer, Katharina, Moura-Lima, Edberto, Bano Mehdi-Schulz, Bano, Holzk\u00e4mper, Annelie,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14002493"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14002493", "name": "item", "description": "10.5281/zenodo.14002493", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14002493"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-03-17T00:00:00Z"}}, {"id": "10.5281/zenodo.14007351", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:17Z", "type": "Report", "title": "Exploring motivating factors for soil protection measures by farmers in the Spanish region of Guadalajara: A Q-Methodology approach", "description": "Soil health is crucial for agricultural productivity and environmental sustainability, yet farmers' adoption of soil protection practices varies widely. This study focuses on understanding the motivations behind soil management decisions among farmers in Guadalajara, Spain, using the Qmethodology. The research identifies three archetypes of farmers: 'The Soil Considered,' who prioritize long-term soil health; 'The Economic Individualist,' who focuses on immediate economic gains; and 'The Contemporary Minded,' who balance economic viability with ecological responsibility. Through semi-structured interviews and Q-sorting, the study reveals that economic pressures, skepticism towards external advice, and bureaucratic challenges are significant barriers to adopting sustainable practices. The findings suggest that current policy measures, particularly those related to the Common Agricultural Policy, are inadequate in addressing these challenges. Farmers expressed a preference for compensation in addition to fair market prices rather than traditional subsidies. The study concludes that a wider approach in agricultural policies, which includes expanding Agri-Environmental Schemes and reducing bureaucratic burdens, could better support soil conservation efforts. This research provides valuable insights for policymakers aiming to enhance agricultural resilience and sustainability, though further investigation is needed to address the economic and social barriers hindering broader adoption of sustainable practices.", "keywords": ["Landwirtschaft", "Bodenbearbeitung", "Agrarpolitik", "Bodeng\u00fcte"], "contacts": [{"organization": "Lunar-Koch, Ernesto Jos\u00e9", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14007351"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14007351", "name": "item", "description": "10.5281/zenodo.14007351", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14007351"}, {"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": "10.5281/zenodo.14017262", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-07-02", "title": "SERENA EJPSOIL PL EROSION SOIL LOSS", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["862695", "Agricultural soils", "Soil threats", "RUSLE", "Poland", "SERENA", "Soil Loss", "EJP-SOIL", "Soil Erosion"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14017262"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14017262", "name": "item", "description": "10.5281/zenodo.14017262", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14017262"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14017679", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-06-17", "title": "SERENA EJPSOIL PL GHG NEP", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["Agricultural Soils", "Climate Regulation", "GHG", "Poland", "Soil-based Ecosystem Services", "SERENA", "EJP-SOIL"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14017679"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14017679", "name": "item", "description": "10.5281/zenodo.14017679", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14017679"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14017261", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-07-02", "title": "SERENA EJPSOIL PL EROSION SOIL LOSS", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["862695", "Agricultural soils", "Soil threats", "RUSLE", "Poland", "SERENA", "Soil Loss", "EJP-SOIL", "Soil Erosion"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14017261"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14017261", "name": "item", "description": "10.5281/zenodo.14017261", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14017261"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14017678", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-06-17", "title": "SERENA EJPSOIL PL GHG NEP", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["Agricultural Soils", "Climate Regulation", "GHG", "Poland", "Soil-based Ecosystem Services", "SERENA", "EJP-SOIL"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14017678"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14017678", "name": "item", "description": "10.5281/zenodo.14017678", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14017678"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14018112", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-09-10", "title": "SERENA EJPSOIL PL EROSION CONTROL SOIL MASS NOT ERODED", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["RUSLE", "Poland", "Agricultural Land", "Erosion Control", "Soil-based Ecosystem Services", "SERENA", "EJP-SOIL", "Soil Mass Not Eroded"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14018112"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14018112", "name": "item", "description": "10.5281/zenodo.14018112", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14018112"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14018212", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-09-10", "title": "SERENA EJPSOIL PL SOC LOSS SOC CONTENT", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["RCP", "Agricultural Soils", "Soil threats", "Poland", "SOC content", "SOC loss", "SERENA", "EJP-SOIL"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14018212"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14018212", "name": "item", "description": "10.5281/zenodo.14018212", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14018212"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14018111", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-09-10", "title": "SERENA EJPSOIL PL EROSION CONTROL SOIL MASS NOT ERODED", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["RUSLE", "Poland", "Agricultural Land", "Erosion Control", "Soil-based Ecosystem Services", "SERENA", "EJP-SOIL", "Soil Mass Not Eroded"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14018111"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14018111", "name": "item", "description": "10.5281/zenodo.14018111", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14018111"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14018211", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:18Z", "type": "Dataset", "created": "2024-09-10", "title": "SERENA EJPSOIL PL SOC LOSS SOC CONTENT", "description": "Open AccessThe data are derived from the calculation of indicators based on a standard methodology established as\u00a0part of the EJP Soil SERENA\u00a0programme. Please keep in mind that:       It is the result of a modelling exercise and does not necessarily reflect reality.     Despite the efforts made to provide reliable data, the results\u00a0may contain inconsistencies,\u00a0depending\u00a0in particular on\u00a0the raw data\u00a0available\u00a0and level of accuracy of the techniques chosen\u00a0and\u00a0their prior knowledge\u00a0.     It is necessary to consider how the results have been obtained\u00a0in order to\u00a0decide on their\u00a0relevance\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for environmental\u00a0management and policy issues should be done keeping the previous aspects in mind and\u00a0complementing when\u00a0necessary\u00a0the provided results with the best available data.      ==> Finally, it is the responsibility of the users of this information to decide whether it is appropriate to use these data and whether the data meet their needs. The authors of this resource can in no way be held responsible for the results obtained from the use of this data.", "keywords": ["RCP", "Agricultural Soils", "Soil threats", "Poland", "SOC content", "SOC loss", "SERENA", "EJP-SOIL"], "contacts": [{"organization": "Pindral, Sylwia, Klimkowicz-Pawlas, Agnieszka, Smreczak, Bo\u017cena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14018211"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14018211", "name": "item", "description": "10.5281/zenodo.14018211", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14018211"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-31T00:00:00Z"}}, {"id": "10.5281/zenodo.14044657", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:19Z", "type": "Dataset", "title": "SERENA EJPSOIL BE Flanders soil sealing cookbook", "description": "Open AccessThe internal EJP SOIL project SERENA contributed to the evaluation of soil multifunctionality aiming at providing assessment tools for land planning and soil policies at different scales. By co-working with relevant stakeholders, the project provided co-developed indicators and associated cookbooks to assess and map them, to report both on soil degradation, soil-based ecosystem services and their bundles, under actual conditions and for climate and land-use changes, at the regional, national and European scales.The data was prepared according to the Level 2 methodology of the SERENA soil sealing cookbook. For Belgium, the application was carried out at the regional scale for the Flanders region. \u00a0The automatically generated yearly soil sealing maps (1 m resolution GeoTIFF rasters)\u00a0combine \u201cknown\u201d sealing from administrative databases (buildings and transport infrastructure) with modelled sealing based on artificial intelligence. Administrative databases do not (adequately) cover parking lots, private driveways and garden terraces, which are a substantial part of the sealed area in Flanders. Hence, a machine learning model was built for deriving this remaining sealing from aerial imagery. For this purpose, an assessor manually labeled the sealed parts on a subset of the images. Based on this training set, a convolutional neural network model was used to produce a sealing probability map, which was converted to a binary modelled sealing map. Finally, a continuity correction was applied to ensure a temporally consistent result across the yearly maps. \u00a0The objective of the SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. The selected indicator was the degree of soil sealing. By evaluating this degree at two moments in time, the change in soil sealing can be determined. \u00a0\u00a0The following data were used:\u00a0         Large-scale Reference Database (Grootschalig Referentiebestand or Basiskaart), the digital topographic reference map for Flanders (vector)\u00a0           Medium-scale annual winter aerial images of Flanders (15 or 25 cm raster resolution)    This dataset is originally hosted at Geopunt (www.geopunt.be). For the most up-to-date version of the dataset, please access the data from the Geopunt repository.", "keywords": ["soil sealing", "remote sensing", "BELGIUM (FLANDERS)", "aerial images", "SERENA", "EJP-Soil", "photointerpretation"], "contacts": [{"organization": "Cockx, Kasper, Oorts, Katrien,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14044657"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14044657", "name": "item", "description": "10.5281/zenodo.14044657", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14044657"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-30T00:00:00Z"}}, {"id": "10.5281/zenodo.14036322", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:19Z", "type": "Dataset", "created": "2024-11-04", "title": "Geochemistry of soils and eroded suspended sediments from two large rural catchments in southern Brazil for studies on Suspended Sediment Fingerprinting", "description": "1. Introduction  This dataset comes from a research project entitled 'Water and pollutants, from cropfields to cities: evaluation and improved of soil management technologies in a catchment network ' supported by the Foundation for Research Support of the State of Rio Grande do Sul (FAPERGS) and National Council for Scientific and Technological Development (CNPq) (process n\u00b010/0034-0). The project was carried out between 2010 and 2014 under the coordination of Jos\u00e9 Miguel Reichert and Danilo Rheinheimer dos Santos, professors at the Federal University of Santa Maria. One of the aims of this project was to understand the main pollutant transfer process from hillslopes to fluvial systems in large rural catchments representative of the agricultural production system in Southern Brazil. In this context, the Suspended Sediment Fingerprinting (SSF) was extremely useful for quantifying the origin of the sediment yield monitored at the outlet of these catchments. Among the various works carried out in this project, we highlight Tales Tiecher's doctoral thesis (Tiecher, 2015) that explored the SSF in many catchments, including the Concei\u00e7\u00e3o and Guapor\u00e9 river basins.  2. Material and Methods  The catchments represent the magnitude of erosive and hydrological processes representative of Southern Brazil. The Concei\u00e7\u00e3o catchment has a drainage area of 804 km2 (28\u00b027\u203222\u2033S and 53\u00b058\u203224\u2033 W). According to K\u00f6ppen, the climate is Cfa type, with an annual rainfall between 1,750 and 2,000 mm. Geology is riodacithe basalt, with a formation of deep and highly weathered soils (Oxisols, Ultisols, and Alfisols). The relief is characterized by gentle slopes (6\u20139 %) on top and hillside slopes and higher steepness (10\u201314%) near the drainage channels. Farming based on the production of soybeans (Glycine max) in summer and wheat (Triticumspp.), oats (Avena strigosa), and ryegrass (Lolium multiflorum) in winter. The Guapor\u00e9 catchment has a drainage area of 1,980 km2 (28\u00b054\u203241\u2033S and 51\u00b057\u203210\u2033W), it covers part of the meridional plateau border. The climate is classified as Cfa, with annual rainfall varies between 1,400 and 2,000 mm. Geology is characterized by volcanic lava flows, and topography is undulating to hilly. Due to variations in landscape, several classes of soils (Entisols, Luvisol, Cambisol, Oxisol, Ultisol, and Chernosol). The land use is highly heterogeneous. In the upper third of the catchment, there is a predominance of soybean cultivated under no-tillage soil management. In the other two-thirds (middle and lower parts), land use and soil management are very heterogeneous. The main land uses are tobacco (Nicotiana tabacum) and maize (Zea mays) crops, Eucalyptus (Eucalyptus spp.), as well as pastures for dairy cattle. The contribution of unpaved roads is relevant to the sediment yield in both catchments (Didon\u00e9 et al., 2014). Composite samples of potential sediment sources (cropland, unpaved roads, and stream channel banks) were collected. Sediment source samples were taken from the surface soil layer (0\u20130.05 m) of cropland and unpaved roads and on exposed sites located along the river channel network. Each sample was composed of at least 10 subsamples. To obtain representative samples of suspended sediment transported in the catchment\u2019s outlet were used three strategies: (1) to collect flood suspended sediments (FSS) through the manual sampling (USDH-48) at different periods during the rising and falling stages of floods; (2) to deploy time-integrated suspended sediment samplers (TISS), by installing the device developed by Phillips et al. (2000) at different sites within the catchments; to collect fine-bed sediment (FBS) with a suction stainless sampler limiting the loss of fine material at the bed river. Source and sediment samples were oven\u2010dried at 50 \u00b0C, gently disaggregated using a pestle and mortar, and then sieved to 62,5 \u03bcm. The geochemical tracers evaluated were total organic carbon estimated by wet oxidation (K2Cr2O7 + H2SO4) and the total concentration of Al, Ba, Be, Ca, Co, Cr, Cu, Fe, K, La, Li, Mg, Mn, Na, Ni, P, Pb, Sr, Ti, V, and Zn using inductively coupled plasma optical emission spectrometry after microwave\u2010assisted digestion with concentrated HCl and HNO3 (ratio 3:1) for 9.5 min at 182 \u00b0C (Tiecher, 2015; Tiecher et al. 2017, 2018).  \u00a0 3. Final remarks  \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 The SSF results provided by this dataset (Tiecher, 2015) combined with sediment yield monitoring were very important for the assessment and modeling studies in these two catchments that took place after that (Didon\u00e9 et al., 2015; 2017). In addition, other studies have explored the same sample bank, expanding upon the array of tracer properties and increasing our understanding about the mechanisms of sediment and pollutant transfer in these catchments (Le Gall et al. 2017; Zafar et al., 2017; Ramon et al., 2020).  \u00a04. References  \u00a0Didon\u00e9, E. J., Minella, J. P. G., Reichert, J. M., Merten G. H., Dalbianco, L., Barros, C. A. P., Ramon, R. (2014) Impact of no-tillage agricultural systems on sediment yield in two large catchments in southern Brazil. J Soils Sediments 14:1287\u20131297.  Didon\u00e9, E.J., Minella, J.P.G., Evrard, O. (2017). Measuring and modelling soil erosion and sediment yields in a large cultivated catchment under no-till of Southern Brazil. Soil Tillage Res. 174, 24-33. https://doi.org/10.1016/j.still.2017.05.011  Didon\u00e9, E. J.; Minela, J. P. G.; Merten, G. H. (2015). Quantifying soil erosion and sediment yield in a catchment in southern Brazil and implications for land conservation. J. Soils Sediments 11, 2334-2346. https://doi.org/10.1007/s11368-015-1160-0  le Gall, M., Evrard, O., Dapoigny, A., Tiecher, T., Zafar, M., Minella, J. P. G., Laceby, J. P., & Ayrault, S. (2017). Tracing sediment sources in a subtropical agricultural catchment of southern Brazil cultivated with conventional and conservation farming practices. Land Degradation and Development, 28(4). https://doi.org/10.1002/ldr.2662  Ramon, R., Evrard, O., Laceby, J. P., Caner, L., Inda, A. v., Barros, C. A. P., Minella, J. P. G., & Tiecher, T. (2020). Combining spectroscopy and magnetism with geochemical tracers to improve the discrimination of sediment sources in a homogeneous subtropical catchment. Catena, 195, 104800. https://doi.org/10.1016/j.catena.2020.104800  Tiecher, T. (2015). Fingerprinting sediment sources in agricultural catchments in Southern Brazil. Doctoral Dissertation in Soil Science. Universidade Federal de Santa Maria, Santa Maria, RS.  Tiecher, T., Minella, J. P. G., Caner, L., Evrard, O., Zafar, M., Capoane, V., le Gall, M., & Santos, D. R. D. (2017). Quantifying land use contributions to suspended sediment in a large cultivated catchment of Southern Brazil (Guapor\u00e9 River, Rio Grande do Sul). Agriculture, Ecosystems and Environment, 237. https://doi.org/10.1016/j.agee.2016.12.004  Tiecher, T., Minella, J. P. G., Evrard, O., Caner, L., Merten, G. H., Capoane, V., Didon\u00e9, E. J., & dos Santos, D. R. (2018). Fingerprinting sediment sources in a large agricultural catchment under no-tillage in Southern Brazil (Concei\u00e7\u00e3o River). Land Degradation and Development, 29(4). https://doi.org/10.1002/ldr.2917.  Zafar, M., Tiecher, T., Capoane, V., Troian, A., dos Santos, D.R. (2017). Characteristics, lability and distribution of phosphorus in suspended sediment from a subtropical catchment under diverse anthropic pressure in Southern Brazil. Ecol. Eng. 100, 28\u201345.", "keywords": ["No-tiilage", "Fingerprinting approach", "Soil erosion", "Sediment yield", "Sediment quality", "Brazil"], "contacts": [{"organization": "Tiecher, Tales, Minella, Jean P G, Reichert, Jos\u00e9 Miguel, dos Santos, Danilo R, Bender, Marcos, Didon\u00e9, Elizeu, Barros, Cl\u00e1udia A., Dalbianco, Leandro, Ramon, Rafael, Capone, Viviane,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14036322"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14036322", "name": "item", "description": "10.5281/zenodo.14036322", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14036322"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-11-04T00:00:00Z"}}, {"id": "10.5281/zenodo.14034326", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:19Z", "type": "Report", "title": "Final Report", "keywords": ["agroecology", "crop production", "ecosystem services", "soil"], "contacts": [{"organization": "Jarosch, Klaus Alexander, Weiss, Lena, Walder, Florian, Carboni, Gianluca, Di Bene, Claudia, BREGAGLIO, SIMONE, Baratella, Valentina, Valkama, Elena, Fohrafellner, Julia, Panagea, Ioanna, Kizekov\u00e1, Miriam,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14034326"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14034326", "name": "item", "description": "10.5281/zenodo.14034326", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14034326"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-11-04T00:00:00Z"}}, {"id": "10.5281/zenodo.14169408", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:24:23Z", "type": "Report", "title": "D6.3 Results from Focus groups on the EOMs value-chains in Italy", "description": "The present report aims at describing the bottom-up approach used to collect information on the sustainability of Exogenous Organic Matters (EOMs) value chains in Italy and the results achieved in the framework of the Task 6.2.3 Bottom-up dialogue at local level: case studies for a EOMs realistic evaluation. This work has the aim to support the development of useful guidelines for end-users (Subtask 6.1.2) and fair policies promoting the sustainable use of Exogenous Organic Matters (EOMs) (Subtask 6.2.2).  The bottom-up dialogue among actors of different EOMs value chains, in particular biochar, digestate, manure and compost has been established, in Italy, in spring 2024. More specifically, focus groups on biochar, digestate, manure and compost production and use have been conducted to gather more realistic knowledge of the EOMs value chains in specific local contexts and, more generally, at national level.", "keywords": ["Agriculture"], "contacts": [{"organization": "Lasorella, Maria Valentina", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14169408"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14169408", "name": "item", "description": "10.5281/zenodo.14169408", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14169408"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-11-15T00:00:00Z"}}, {"id": "10261/271651", "type": "Feature", "geometry": null, "properties": {"updated": "2026-04-03T16:26:48Z", "type": "Journal Article", "created": "2022-02-28", "title": "Expansion of olive orchards and their impact on the cultivation and landscape through a case study in the countryside of Cordoba (Spain)", "description": "Open Access\u062a\u0645 \u062a\u0639\u0632\u064a\u0632 \u0627\u0633\u062a\u062f\u0627\u0645\u0629 \u0627\u0644\u0646\u0638\u0645 \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0634\u0631\u064a\u0639\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0644\u0643\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0623\u064a\u0636\u064b\u0627 \u0623\u0646\u0638\u0645\u0629 \u0623\u0643\u062b\u0631 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 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\u0627\u0644\u0645\u0636\u0644\u0639\u0629 \u0647\u0630\u0647\u060c \u0644\u0627 \u064a\u0632\u0627\u0644 \u062c\u0632\u0621 \u0643\u0628\u064a\u0631 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u0645\u0646\u062d\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062e\u0627\u062f\u064a\u062f \u0648\u0628\u0646\u0648\u0643 \u0627\u0644\u0645\u064a\u0627\u0647 \u0648\u0627\u0644\u0634\u0631\u0627\u0626\u0637/\u0627\u0644\u0623\u0648\u062c\u0647 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0629) \u063a\u064a\u0631 \u0646\u0628\u0627\u062a\u064a (57 \u066a). \u0644\u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0632\u0631\u0627\u0639\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0643\u0645\u0646\u0627\u0637\u0642 \u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0645\u062d\u062a\u0645\u0644\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0648\u0641\u064a\u0631 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0625\u064a\u0643\u0648\u0644\u0648\u062c\u064a.", "keywords": ["Period (music)", "Soil Degradation", "Vascular Flora of Mediterranean Europe and North Africa", "Soil Science", "Orchard", "Plant Science", "Mediterranean", "Horticulture", "Genetic and Environmental Factors in Grapevine Cultivation", "01 natural sciences", "Environmental science", "Agricultural and Biological Sciences", "Pathology", "Ecosystem services", "Landscape elements", "Agroforestry", "Irrigation", "Biology", "0105 earth and related environmental sciences", "2. 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Part 4 \u2013 Plasticulture area in Germany on a hexagonal grid - false hotspots unmasked: the shapefile contains a hexagonal grid covering the German territory, where the area covered by plastic free farmland, plastic mulched farmland, and plastic covers above vegetation was calculated for each hexagon, before identifying the regions of false plastic detection. 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