{"type": "FeatureCollection", "features": [{"id": "10.5281/zenodo.14044657", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:23Z", "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.14039385", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:23Z", "type": "Dataset", "title": "Maps of topsoil (0-30 cm) properties of Tuscany (Italy)", "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 topsoil (0-30 cm) properties maps are prepared to evaluate soil ecosystem services in SERENA/EJP-Soil and for applying SOC loss Cookbook and SOIL Loss Cookbook. In particular Soil Organic Carbon content map was directly considered as an application of SOC loss Cookbook (DOI: 10.5281/zenodo.13951265\u00a0Version 3).  They are based on Tuscany Region soil database available at Geoscopio (https://www502.regione.toscana.it/geoscopio/pedologia.html) and on point soil data not freely available (Lamma Consortium). More information and requests to:\u00a0info@lamma.toscana.it.  In accordance with the methodology reported in the Soil Organic Carbon Mapping Cookbook (Yigini et al., 2018), the following soil properties were mapped for all Tuscany Region:    soil organic carbon content (dag/kg),  soil organic carbon stock (t/ha),  textural fractions (sand, silt and clay, USDA limits, dag/kg),  rock fragments (vol/vol),  pH in water,  bulk density (g/cm3).   They were obtained through Digital Soil Mapping (DSM) approach, based on correlations with numerous environmental factors and using Random Forest algorithm.  All the maps have a 100 m spatial resolution.", "keywords": ["silt", "bulk density", "pH", "soil organic carbon content", "sand", "clay", "Grant n. 862695", "Digital Soil Mapping", "textural fractions", "Italy", "topsoil properties", "Tuscany", "soil organic carbon stock", "EJP-SOIL", "SERENA Project"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14039385"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14039385", "name": "item", "description": "10.5281/zenodo.14039385", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14039385"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-11-05T00:00:00Z"}}, {"id": "10.1016/j.geoderma.2024.116962", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:17:00Z", "type": "Journal Article", "created": "2024-07-06", "title": "Disentangling soil-based ecosystem services synergies, trade-offs, multifunctionality, and bundles: A case study at regional scale (NE Italy) to support environmental planning", "description": "The explicit use of ecosystem services (ESs) assessments has been called as a way to guide environmental decision making, yet the promise of the ES approach lies behind its potential. A way to consolidate the approach could be to introduce some aspects into the ESs assessments which might have been neglected so far. Such aspects are mainly: (1) a focus on the complex ESs relations (such as synergies and trade-offs) that can impact the supply of multiple SESs (soil ecosystem services), and (2) focus on potential drivers of SESs relations. We applied bivariate and multivariate approaches to SESs indicators derived from a solid pedological knowledge of the Emilia-Romagna study area in NE Italy. We focused on 7 SES: (1) habitat for soil organisms, (2) filtering and buffering capacity, (3) contribution to microclimate regulation, (4) carbon sequestration, (5) food provision potential, (6) water regulation, and (7) water storage capacity. These SESs were estimated through a combination of point observations, and pedotransfer functions (PTF) estimates spatialised over the area of interest with geostatistical simulation techniques. We found that SESs bivariate spatial relations could be categorised mainly in three types of patterns at regional scale, either: (1) synergistic SESs relations dominating at the region level, (2) trade-offs dominating, or (3) both kind of relations more or less equally frequent. Interestingly, in some cases the dominant regional SESs relation switched at a local level, and such switch was driven by soil properties. For the multivariate case (>2 SESs), two main results are highlighted. First, the combination of properties of some soils is so characteristic that they conform a single SESs bundle, as in the case of the rich SOM soils of alluvial origin in the NE of the region with low agricultural productivity, but high value in regulating SESs. Secondly, some SESs such as potential food provision and water regulation are more important than others to determine locations with high multi-services value at a regional level. This suggests that attention must be paid when ascribing high multi-services value locations as this is not independent of SESs relations. Overall, our results highlight the importance of soils in the potential supply of ESs and show that SESs relations are useful in the implementation of the concept in environmental assessments.", "keywords": ["2. Zero hunger", "Soil multifunctionality index", "Science", "Q", "15. Life on land", "Bivariate local indicators of spatial association", "01 natural sciences", "Soil-based ecosystem services relations", "6. Clean water", "EJPSoil", "WP3", "SERENA project", "Ecosystem services relations\u2019 drivers", "Grant Agreement: 862695", "Pedo-landscapes; Soil multifunctionality index; Soil-based ecosystem services relations; Bivariate local indicators of spatial association; SES k-means clustering; Ecosystem services relations\u2019 drivers", "Ecosystem services relations' drivers", "SES k-means clustering", "bundle", "Pedo-landscapes", "0105 earth and related environmental sciences"], "contacts": [{"organization": "Medina-Roldan, Eduardo, Lorenzetti, Romina, Calzolari, Costanza, UNGARO, FABRIZIO,", "roles": ["creator"]}]}, "links": [{"href": "https://iris.cnr.it/bitstream/20.500.14243/532230/1/1-s2.0-S0016706124001915-main.pdf"}, {"href": "https://doi.org/10.1016/j.geoderma.2024.116962"}, {"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": "10.1016/j.geoderma.2024.116962", "name": "item", "description": "10.1016/j.geoderma.2024.116962", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.geoderma.2024.116962"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-08-01T00:00:00Z"}}, {"id": "10.5194/egusphere-egu23-4377", "type": "Feature", "geometry": null, "properties": {"license": "Closed Access", "updated": "2026-06-23T16:22:34Z", "type": "Report", "created": "2023-02-22", "title": "What is the place for soils in scenario-based ecosystem services approaches ? A systematic review", "description": "<?xml version='1.0' encoding='UTF-8'?><article><p>Prospective studies and scenario-based approaches are pivotal to support land planning, agricultural and environmental management. The integration of soils within such approaches have recently developed significantly, alongside the increasing attention given to soil-related ecosystem services (ES). Such interest is explained by the urgent need to assess how soil ecosystem services and their related threats (ST) (e.g. soil erosion, soil biodiversity loss, soil contamination, soil sealing) may evolve in response to potential changes in climate, production systems or land management. This generally involves describing the dynamics of soil changes over time as a function of different driving forces (e.g., climate change, public policies), but also assessing variations in space considering soil characteristics.A group of researchers participating in the SERENA project of the EJP Soil program conducted a meta-analysis to study the methods used in existing prospective studies focusing on six soil ES (e.g. biomass production, habitat for biodiversity, hydrological control, environmental pollution control, greenhouse gas and climate regulation, pest and disease control) and ten ST (e.g. soil erosion, soil organic carbon loss, nutrient imbalance, soil acidification, soil contamination, waterlogging, soil compaction, soil sealing, salinization, loss of diversity). Approximately 150 scientific articles referenced in Scopus and the Web of Science were selected in order to analyze how soil properties are considered in scenario-based approaches for ES and ST mapping and assessment.The objective of this study is to show the results of this&amp;#160; review which involved multiple researchers at the European level in order to highlight how soils are accounted for in ES and ST assessment and mapping exercises through scenario-based approaches. More particularly, the aims of the review are to: i) understand what main drivers are used in scenarization approaches (e.g. land use changes, climate change) and how the scenarios are developed; ii) what are the main soil properties and the associated metrics used to assess and map soil ES and ST, and; iii) what methodological approaches are currently chosen to assess ES and ST changes across time and space.The outcomes of such an analysis would help highlighting the state of the art of soil ES and ST research at the European level and, therefore, establish milestones to guide future trajectories in the field.This might support and encourage the harmonization of practices at the European level in ES-related studies and in scenarization practices, in order to create operational and homogeneous tools and frameworks to support the development of pertinent strategies and land-planning policies, with a specific focus on agricultural lands.</p></article>", "keywords": ["[SDE] Environmental Sciences", "2. Zero hunger", "scenarization practices", "13. Climate action", "SERENA project", "11. Sustainability", "soil ES", "soil ST", "EJP Soil program", "15. Life on land", "[SDV.SA.SDS] Life Sciences [q-bio]/Agricultural sciences/Soil study", "3. Good health", "12. Responsible consumption"]}, "links": [{"href": "https://doi.org/10.5194/egusphere-egu23-4377"}, {"rel": "self", "type": "application/geo+json", "title": "10.5194/egusphere-egu23-4377", "name": "item", "description": "10.5194/egusphere-egu23-4377", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5194/egusphere-egu23-4377"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-05-15T00:00:00Z"}}, {"id": "10.5281/zenodo.10402478", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Currently available assessments of soil threats and ecosystem services: data, metadata, and methodologies", "description": "Deliverable of the EJPSoil project SERENA (Soil Ecosystem Services and soil threats modelling and mapping): Short descriptions of available assessments of selected soil threats and soil-based ecosystem services provided by the participating member states.  The internal EJPSoil 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": ["Carbon sequestration", "Task 3.1", "Soil sealing", "Primary/biomass production", "Hydrological control", "15. Life on land", "Assessment", "SERENA", "Nutrient imbalance", "6. Clean water", "Soil organic carbon loss", "13. Climate action", "EJPSoil", "WP3", "Erosion control", "Soil erosion", "Soil-based ecosystem service", "Bundles", "D3.1.1", "Soil compaction", "Greenhouse gas and climate regulation", "Soil threat"], "contacts": [{"organization": "Michel, Kerstin", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10402478"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10402478", "name": "item", "description": "10.5281/zenodo.10402478", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10402478"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-12-21T00:00:00Z"}}, {"id": "10.5281/zenodo.10402591", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Currently available assessments of soil threats and ecosystem services: data, metadata, and methodologies - update", "description": "Deliverable of the EJPSoil project SERENA (Soil Ecosystem Services and soil threats modelling and mapping): Short descriptions of available assessments of selected soil threats and soil-based ecosystem services provided by the participating member states.  The internal EJPSoil 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": ["Task 3.1", "Soil drought", "Salinization", "Habitat for biodiversity", "Pest and disease control", "15. Life on land", "Loss of diversity", "SERENA", "Environmental pollution control", "Soil contamination", "13. Climate action", "EJPSoil", "WP3", "D3.1.2", "Waterlogging", "Soil acidification"], "contacts": [{"organization": "Michel, Kerstin", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10402591"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10402591", "name": "item", "description": "10.5281/zenodo.10402591", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10402591"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-01-01T00:00:00Z"}}, {"id": "10.5281/zenodo.10402592", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Currently available assessments of soil threats and ecosystem services: data, metadata, and methodologies - update", "description": "Deliverable of the EJPSoil project SERENA (Soil Ecosystem Services and soil threats modelling and mapping): Short descriptions of available assessments of selected soil threats and soil-based ecosystem services provided by the participating member states.  The internal EJPSoil 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": ["Soil-threat", "Task 3.1", "Soil drought", "Salinization", "Habitat for biodiversity", "Pest and disease control", "15. Life on land", "Loss of diversity", "Assessment", "SERENA", "Environmental pollution control", "Soil contamination", "13. Climate action", "EJPSoil", "WP3", "Soil-based ecosystem service", "D3.1.2", "Waterlogging", "Soil acidification"], "contacts": [{"organization": "Michel, Kerstin", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10402592"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10402592", "name": "item", "description": "10.5281/zenodo.10402592", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10402592"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-12-18T00:00:00Z"}}, {"id": "10.5281/zenodo.10409631", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Technical report on aligned definitions and indicators characterizing agricultural soil threats and ecosystem services in various scales - EJP Soil SERENA Deliverable 1.2", "description": "The purpose of SERENA\u00b4s task 1.2 is to align research-based definitions of soil policy concepts, soil threats, ecosystem services and relevant indicators amongst end-users representing administration, decision makers and farmers from various European countries and pedo-climatic conditions. To communicate definitions and indicators to stakeholders and gather their opinions, an online questionnaire was developed and widely spread around European soil experts. The agreement of participants with proposed definitions and indicator allocations was demanded and the possibility for text comments was provided. The results showed a high level of agreement with the proposed definitions, only a few were rated distinctively lower than the average and therefore chosen for reformulation. As an interesting pattern, it was observed that rather new terms such as Ecosystem Services or Bundles were rated worse than more established ones. The text comments revealed rather clear and consistent critics and proposals for improvement, which were implemented in a set of new terminology.", "keywords": ["2. Zero hunger", "SERENA EJPSOIL/Grant n 862695/Deliverable number 1_2/WP1/Task1_2", "SERENA EJPSOIL", "13. Climate action", "Soil Science", "15. Life on land"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10409631"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10409631", "name": "item", "description": "10.5281/zenodo.10409631", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10409631"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-12-20T00:00:00Z"}}, {"id": "10.5281/zenodo.10417013", "type": "Feature", "geometry": null, "properties": {"license": "unspecified", "updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Definition of scenarios on the bases of trends in relevant drivers - EJP Soil SERENA Deliverable 1.4", "description": "unspecifiedDisclaimer: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", "Horizon 2020", "climate change", "land cover", "scenarios", "land management", "land use", "soil-based ecosystem services", "population trend", "soil threats", "SERENA"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10417013"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10417013", "name": "item", "description": "10.5281/zenodo.10417013", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10417013"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-12-21T00:00:00Z"}}, {"id": "10.5281/zenodo.10417014", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:22:46Z", "type": "Report", "title": "Definition of scenarios on the bases of trends in relevant drivers - EJP Soil SERENA Deliverable 1.4", "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", "Horizon 2020", "climate change", "land cover", "scenarios", "land management", "land use", "Soil Science", "soil-based ecosystem services", "population trend", "soil threats", "SERENA"], "contacts": [{"organization": "Smiraglia, Daniela, Assennato, Francesca, Foldal, Cecilie, Asins-Velis, Sabina, Astover, Alar, Fioramonti, Veronica, Kukk, Liia, O'Sullivan, Lilian, Riitano, Nicola, Stefanova, Milena,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.10417014"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.10417014", "name": "item", "description": "10.5281/zenodo.10417014", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.10417014"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2023-12-21T00:00:00Z"}}, {"id": "10.5281/zenodo.13993234", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:20Z", "type": "Dataset", "title": "SERENA EJPSOIL BE Flanders EROSION SOILLOSS 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 dataset (5m resolution) was mainly produced to test the methodology of the SERENA soil erosion cookbook of the European SERENA EJP SOIL project. The data was prepared according to the methodology of SERENA soil erosion cookbook. The objective of SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. Soil loss was used as an indicator for soil erosion. For Belgium, the application was carried out at regional scale for the Flanders region. To create the soil erosion map, RULSE modelling was done according to the SERENA cookbook using several publicly available datasets. The following auxiliary data was used: K-Factor, Land-Cover Map, Long-term 30 yr averaged monthly rainfall,\u00a0LS-Factor given by Panagos et al. (2015). The dataset will be mostly useful as a reference result for actors that want to learn to implement the part of the soil erosion cookbook of SERENA dealing with the creation of an erosion map. It has limited use as an erosion map for Flanders because a more detailed and accurate map exists for Flanders based on regional covariates.  This dataset is originally hosted at DOV (https://www.dov.vlaanderen.be/), for the most up to date version of the dataset access the data from the DOV repository through the DOV services. The original metdata is accesible through the DOV metadata catalog: SERENA EJPSOIL BE Flanders EROSION SOILLOSS cookbook  The DOV services:    WMS ( OGC:WMS-1.3.0-http-get-map )\u00a0  WCS ( OGC:WCS )", "keywords": ["soil erosion", "Belgium", "EROSION", "D3.3/ WP3/ Task 3.2", "EJPSOIL", "SERENA project", "SOILLOSS", "Flanders", "Grant n 862695", "Digital Soil Mapping"], "contacts": [{"organization": "Callewaert, Seth, Oorts, Katrien, Luts, Dries, Deproost, Petra,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993234"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993234", "name": "item", "description": "10.5281/zenodo.13993234", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993234"}, {"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.12546320", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:07Z", "type": "Report", "title": "Critical analysis of the experiences at member state level", "description": "The internal EJPSoil 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  In the current report (deliverable D3.2, version 1), the indicators, methods and data (including data availability) used by the countries participating in the SERENA project to assess specific soil threats and soil-based-ecosystem services were compared. Differences and similarities between the assessments of the different countries and the need for harmonisation were identified. The four soil threats considered are soil organic carbon loss, soil erosion, soil compaction, and soil sealing. The four soil-based ecosystem services included are greenhouse gas and climate regulation including carbon sequestration, hydrological control, primary/biomass production, and erosion control.", "keywords": ["Carbon sequestration", "Task 3.1", "Soil sealing", "Primary/biomass production", "Hydrological control", "15. Life on land", "SERENA", "6. Clean water", "Soil organic carbon loss", "D3.2v1", "13. Climate action", "EJPSoil", "WP3", "Erosion control", "11. Sustainability", "Soil erosion", "Regional scale", "National level", "Soil compaction"], "contacts": [{"organization": "Michel, Kerstin, Lemercier, Blandine, Lorenzetti, Romina,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.12546320"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.12546320", "name": "item", "description": "10.5281/zenodo.12546320", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.12546320"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-06-26T00:00:00Z"}}, {"id": "10.5281/zenodo.13834642", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:16Z", "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.13929611", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:17Z", "type": "Other", "title": "Technical report on aligned definitions and indicators characterizing agricultural soil threats and ecosystem services in various scales - EJP Soil SERENA Deliverable 1.2", "description": "The purpose of SERENA\u00b4s task 1.2 is to align research-based definitions of soil policy concepts, soil threats, ecosystem services and relevant indicators amongst end-users representing administration, decision makers and farmers from various European countries and pedo-climatic conditions. To communicate definitions and indicators to stakeholders and gather their opinions, an online questionnaire was developed and widely spread around European soil experts. The agreement of participants with proposed definitions and indicator allocations was demanded and the possibility for text comments was provided. The results showed a high level of agreement with the proposed definitions, only a few were rated distinctively lower than the average and therefore chosen for reformulation. As an interesting pattern, it was observed that rather new terms such as Ecosystem Services or Bundles were rated worse than more established ones. The text comments revealed rather clear and consistent critics and proposals for improvement, which were implemented in a set of new terminology.", "keywords": ["SERENA EJPSOIL/Grant n 862695/Deliverable number 1_2/WP1/Task1_2", "SERENA EJPSOIL", "Soil Science"], "contacts": [{"organization": "Weninger, Thomas, Ramler, David, Bondi, Giulia, Asins-Velis, Sabina, O'Sullivan, Lilian, Assenato, Francesca, Astover, Alar, Bispo, Antonio, Boruvka, Lubos, Buttafuoco, Gabriele, Calzolari, Costanza, Castanheira, Nadia, COUSIN, Isabelle, van den Elsen, Erik, Fioramonti, Veronica, Foldal, Cecilie, Hessel, Rudi, Kadziuliene, Zydre, Kuuk, Liia, Molina, Maria J, Montagne, David, Oorts, Katrien, Pindral, Sylwia, Ungaro, Fabrizio, Klimkowicz-Pawlas, Agnieszka,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13929611"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13929611", "name": "item", "description": "10.5281/zenodo.13929611", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13929611"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-14T00:00:00Z"}}, {"id": "10.5281/zenodo.13912844", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:17Z", "type": "Report", "title": "D3.4_Map of Scenarios of Soil Threats and Soil Ecosystem Services in AT_zip", "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. \u00a0  This dataset is part of the Project deliverable 3.4 of SERENA (https://ejpsoil.eu/soil-research/serena) and contains Austrian regional maps of results from the simulation of grassland management by the process-based LandscapeDNDC model. The maps present mean annual N2O emissions, soil carbon stocks, NO3- leaching and yield production of representative grassland soils in the regions. We used the Austrian digital soil map (https://bodenkarte.at/#/center/13.3458,47.7132) and LandscapeDNDC (https://ldndc.imk-ifu.kit.edu/)", "keywords": ["EJP Soil", "Austria", "Deliverable 3.4", "SERENA", "Grassland", "Regional", "Horizon 2020 Grant Number 862695"], "contacts": [{"organization": "Foldal, Cecilie Birgitte, Kitzler, Barbara,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13912844"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13912844", "name": "item", "description": "10.5281/zenodo.13912844", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13912844"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-10T00:00:00Z"}}, {"id": "10.5281/zenodo.13945383", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:17Z", "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.13945384", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:17Z", "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.13946042", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:17Z", "type": "Other", "title": "Deliverable 2.3.1 Towards a cookbook to evaluate soil threats, soil-based ecosystem services and their associated bundles over scenarios of changes: a first identification of indicators for harmonisation at EU level", "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.", "keywords": ["Soil sciences", "Deliverable 2.3.1", "Indicator", "SERENA EJPSOIL", "WP2/T2.3", "Grant n 862695", "Soil-related ecosystem service", "Soil threat"], "contacts": [{"organization": "Montagne, David, Buttafuoco, Gabriele, Scammacca, Ottone, Calzolari, Costanza, Pindral, Sylwia, Foldal, Cecilie, Laborczi, Annam\u00e1ria, Kukk, Liia, Ant\u00f3n, Rodrigo, Medina-Rold\u00e1n, Eduardo, Stefanova, Milena, Oorts, Katrien, Klimkowicz-Pawlas, Agnieszka, Nied\u017awiecki, Jacek, Bor\u016fvka, Lubo\u0161,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13946042"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13946042", "name": "item", "description": "10.5281/zenodo.13946042", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13946042"}, {"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": {"license": "Open Access", "updated": "2026-06-23T16:23:17Z", "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.13951143", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:17Z", "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.13951144", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:17Z", "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.13951145", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "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.13951146", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "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.13951147", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "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.13951151", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-01-01", "title": "SERENA EJPSoil Soil loss by water erosion of Tuscany (Italy)", "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\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for 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\u00a0appropriate 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\u00a0results obtained from the use of this data.", "keywords": ["Soil Threat", "Italy", "Grant  n. 862695", "Tuscany", "EJP soil", "RUSLE", "Grant n. 862695", "SERENA Project", "Soil Erosion"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951151"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951151", "name": "item", "description": "10.5281/zenodo.13951151", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951151"}, {"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.13951152", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-01-01", "title": "SERENA EJPSoil Soil loss by water erosion of Tuscany (Italy)", "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\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for 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\u00a0appropriate 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\u00a0results obtained from the use of this data.", "keywords": ["Soil Threat", "Italy", "Tuscany", "EJP soil", "RUSLE", "Grant n. 862695", "SERENA Project", "Soil Erosion"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13951152"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13951152", "name": "item", "description": "10.5281/zenodo.13951152", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13951152"}, {"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.13952097", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-01-01", "title": "SERENA EJPSoil Soil erosion control in Tuscany (Italy)", "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.  One of the\u00a0objective of SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. The present data was prepared according to the methodology of the SERENA Soil erosion and soil erosion control cookbook.\u00a0 Soil loss was used as an indicator for soil erosion (ST). The map of soil mass not eroded was based on the RUSLE model. Soil erosion control was calculated as the difference between potential and actual soil erosion (SES, ecosystem service of soil erosion protection, i.e. soil eroded mass retained by vegetation, Mg/ha/y). For Italy, the cookbook was applied in the Tuscany region. \u00a0     To create the soil loss map we used:\u00a0       for R-factor, not freely available database of meteorological parameters spatialized at 250 m (minimum and maximum daily air temperature; cumulate daily precipitation) over Tuscany region (period 1990\u20132022, Lamma Consortium)\u00a0 and a local linear equation between R and mean annual precipitation (P);   for C -factor, Regional Land use map 1:10.000 (2018, freely available at:\u00a0https://www502.regione.toscana.it/geoscopio/usocoperturasuolo.html) and ESDAC method (https://doi.org/10.1016/j.landusepol.2015.05.021) ; \u00a0  for K-factor, sand, silt, clay, and O.C. (%) maps (built from 4.000 soil profiles, following FAO\u2019s methodology in GSP-GSOC map, Lamma Consortium), and Torri et al. (1997) function;   for LS-factor, DEM 10 m of Tuscany, (freely available at\u00a0https://www502.regione.toscana.it/geoscopio/cartoteca.html99) and Desmet & Govers (1996) SAGA tool (applied at 10 m and upscaled);   for P-factor, not freely available database 1:10.00 of terraced areas (Lamma Consortium, 2020) (for terraced areas a multiplication factor of\u00a0 0.5\u00a0 was considered, based on expert evaluation)   for P-factor, not freely available database 1:10.00 of terraced areas (Lamma Consortium, 2020) (for terraced areas a multiplication factor\u00a0of\u00a0 0.5\u00a0 was considered, based on expert evaluation)\u00a0      Maps was delivered in the GeoTIFF format in the resolution of 100m. \u00a0     Delivered data will be validated by stakeholders from Italy (scientist) in October, 2024.", "keywords": ["Italy", "Tuscany", "SERENA project", "Soil-based ecosystem service", "RUSLE", "soil erosion control", "Grant n. 862695", "EJP-Soil"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13952097"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13952097", "name": "item", "description": "10.5281/zenodo.13952097", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13952097"}, {"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.13959777", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "type": "Dataset", "title": "EJPSOIL_SERENA: Net Ecosystem Productivity of Peipsi\u00e4\u00e4re municipality, 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", "NEP", "WP3", "Task 3.2", "Cookbook", "Net Ecosystem Productivity", "GHG", "Green House Gaz", "D3.3"], "contacts": [{"organization": "Astover, Alar, Kukk, Liia,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13959777"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13959777", "name": "item", "description": "10.5281/zenodo.13959777", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13959777"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-21T00:00:00Z"}}, {"id": "10.5281/zenodo.13959778", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "type": "Dataset", "title": "EJPSOIL_SERENA: Net Ecosystem Productivity of Peipsi\u00e4\u00e4re municipality, 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", "NEP", "WP3", "Task 3.2", "Cookbook", "Net Ecosystem Productivity", "GHG", "Green House Gaz", "D3.3"], "contacts": [{"organization": "Astover, Alar, Kukk, Liia,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13959778"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13959778", "name": "item", "description": "10.5281/zenodo.13959778", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13959778"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-21T00:00:00Z"}}, {"id": "10.5281/zenodo.13981884", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:19Z", "type": "Dataset", "title": "SERENA EJPSOIL BE Flanders SOCLOSS SOC 0-20cm 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\u00a0stakeholders, 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\u00a0the regional, national, and European scales.  This SERENA dataset (100 m resolution) of soil orgnanic carbon concentration (0-20 cm soil layer) for Flanders was mainly produced to test the methodology of the SERENA SOC LOSS cookbook of the European SERENA EJP SOIL project. The data was prepared according to the methodology of SERENA SOC LOSS cookbook. The objective of SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. Soil organic carbon concentration was used as an indicator for soil organic carbon loss (ST). The map was based on digital soil mapping according to the method used in the EJP SOIL project WP6: Digital soil mapping approach with random forest using ISRIC workflow seedling. To create the soil organic carbon concentration map, we used soil organic carbon data of the regional soil organic carbon monitoring network Cmon in Flanders (0-10 and 10-30 cm soil layer) from the period 2021-2024. The soil organic carbon concentration of the 0-20 cm was derived from the 0-10 and 10-30 cm Cmon data. The following auxiliary data was used: Digitale bodemkaart van het Vlaams Gewest: bodemtypes; Regional climate data; Landgebruik - Vlaanderen - toestand 2022; Tertiair geologische kaart (1/50.000); Bodembedekkingskaart (BBK), 1m resolutie, opname 2021; WRB Soil Units 40k: Bodemkaart van het Vlaamse Gewest volgens het internationale bodemclassificatiesysteem World Reference Base op schaal 1:40.000; Digitaal Hoogtemodel Vlaanderen II, DSM, raster, 1 m. The dataset will be mostly useful as a reference result for actors that want to learn to implement the part of the soil organic carbon loss cookbook of SERENA dealing with the creation of a SOC concentration map. It can have limited use as an interim SOC concentration map for Flanders until a better map becomes available using an optimised methodology and/or new data from the regional soil organic carbon monitoring network that was not yet available when this map was created.  This dataset is originally hosted at DOV (https://www.dov.vlaanderen.be/), for the most up to date version of the dataset access the data from the DOV repository through the DOV services. The original metdata is accesible through the DOV metadata catalog: SERENA EJPSOIL BE Flanders SOC 0-20cm cookbook.  The DOV services:    WMS ( OGC:WMS-1.3.0-http-get-map )\u00a0  WCS ( OGC:WCS )", "keywords": ["Soil organic carbon concentration", "Belgium", "Grant\u202f n 862695", "D3.3/ WP3/ Task 3.2", "EJPSOIL", "SERENA project", "Flanders", "SOC", "SOCLOSS", "Grant n 862695", "Digital Soil Mapping"], "contacts": [{"organization": "Oorts, Katrien, Josipovic, Davor, Luts, Dries, Salomez, Joost,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13981884"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13981884", "name": "item", "description": "10.5281/zenodo.13981884", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13981884"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-24T00:00:00Z"}}, {"id": "10.5281/zenodo.13969536", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-10-22", "title": "Review of existing modelling studies focusing on specific soil-based ecosystem services (SES) and threats (ST) including climate change, management and land use change scenarios.", "description": "We reviewed existing modelling studies focusing on soil ecosystem services (SES) and soil threats (ST) including climate change, land use change and management scenarios. A publication has been submitted and is currently being reviewed. The title of the manuscript is: Assessing and mapping soil ecosystem services and soil threats changes in agroecosystems through scenario-based approaches \u2013 a systematic review.   Work was split between various authors. All Co-authors were working on either one or more SES or one ST. Excel sheets were prepared by INRA and BFW to ensure the comparability of results that members extracted from the papers found. Literature search was done in Scopus and Web of Science. The final list of related publications is reported here.", "keywords": ["Europe", "WP3", "T3.3", "litererature review", "scenario analysis", "Serena EJPSOIL", "soil threats", "Grant n 862695", "D3.4", "soil ecosystem services"], "contacts": [{"organization": "Kitzler, Barbara", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13969536"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13969536", "name": "item", "description": "10.5281/zenodo.13969536", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13969536"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.13969537", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-10-22", "title": "Review of existing modelling studies focusing on specific soil-based ecosystem services (SES) and threats (ST) including climate change, management and land use change scenarios.", "description": "We reviewed existing modelling studies focusing on soil ecosystem services (SES) and soil threats (ST) including climate change, land use change and management scenarios. A publication has been submitted and is currently being reviewed. The title of the manuscript is: Assessing and mapping soil ecosystem services and soil threats changes in agroecosystems through scenario-based approaches \u2013 a systematic review.   Work was split between various authors. All Co-authors were working on either one or more SES or one ST. Excel sheets were prepared by INRA and BFW to ensure the comparability of results that members extracted from the papers found. Literature search was done in Scopus and Web of Science. The final list of related publications is reported here.", "keywords": ["Europe", "WP3", "T3.3", "litererature review", "scenario analysis", "Serena EJPSOIL", "soil threats", "Grant n 862695", "D3.4", "soil ecosystem services"], "contacts": [{"organization": "Kitzler, Barbara, Scammacca, Ottone, Walter, Christian, Montagne, David,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13969537"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13969537", "name": "item", "description": "10.5281/zenodo.13969537", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13969537"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.13969798", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:18Z", "type": "Dataset", "title": "SERENA EJPSOIL IT SOC Loss SOC", "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": ["Italy", "Tuscany", "EJP soil", "SOC", "grant n. 862695", "Serena project"]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13969798"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13969798", "name": "item", "description": "10.5281/zenodo.13969798", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13969798"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.13969874", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-10-20", "title": "SERENA_EJPSOIL_AT_SOILSEALING_SEALINGDEGREE", "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. \u00a0  This data was prepared according to the methodology of SERENA Soil Sealing cookbook. For Austria, the application was carried out at regional scale. The map of soil sealing (soil threat) was based on classification 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.", "keywords": ["EJP SOIL", "soil threat", "soil sealing", "remote sensing", "Austria", "2018", "D3.3", "SERENA"], "contacts": [{"organization": "Foldal, Cecilie", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13969874"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13969874", "name": "item", "description": "10.5281/zenodo.13969874", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13969874"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.13969875", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:18Z", "type": "Dataset", "created": "2024-10-20", "title": "SERENA_EJPSOIL_AT_SOILSEALING_SEALINGDEGREE", "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. \u00a0  This data was prepared according to the methodology of SERENA Soil Sealing cookbook. For Austria, the application was carried out at regional scale. The map of soil sealing (soil threat) was based on classification 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.", "keywords": ["EJP SOIL", "soil threat", "soil sealing", "remote sensing", "Austria", "2018", "D3.3", "SERENA"], "contacts": [{"organization": "Foldal, Cecilie", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13969875"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13969875", "name": "item", "description": "10.5281/zenodo.13969875", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13969875"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.13970638", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:19Z", "type": "Dataset", "title": "SERENA EJPSOIL IE SOC Loss SOC", "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 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": ["EJP Soil", "Soil organic carbon", "Soil based ecosystem service", "SERENA", "Ireland"], "contacts": [{"organization": "Fahy, Alan, Shahrokh, Vajihe, Buttafuoco, Gabriele, Bondi, Giulia, O'Sullivan, Lilian,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13970638"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13970638", "name": "item", "description": "10.5281/zenodo.13970638", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13970638"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-22T00:00:00Z"}}, {"id": "10.5281/zenodo.14002689", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:21Z", "type": "Dataset", "title": "SERENA EJP SOIL: Soil organic carbon concentration map for the topsoil of Hungary (2016)", "description": "The internal EJP SOIL project\u00a0SERENA 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\u00a0stakeholders, 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\u00a0the regional, national, and European scales.  The data was prepared according to the methodology of SERENA SOC loss cookbook for the territory of Hungary. To compile the soil organic carbon map, soil organic carbon (0-30 cm, year 2016) data of the Hungarian Soil Information and Monitoring System (SIMS) were used, which are not publicly available. The selection of environmental covariates, which are then used to model and map SOC content, was based on the \u2018scorpan\u2019 model: (s) soil properties, (c) climate, (o) organisms, (r) relief, (p) parent material, (a) age and (n) spatial coordinates. The following covariates were used: soil type map of Hungary (P\u00e1sztor et al., 2018); long-term mean annual evapotranspiration, -evaporation, -precipitation, and -temperature (Szentimrey et al., 2007); CORINE Land Cover 2012; EU-DEM and derivatives; Geological map of Hungary (Gyalog & S\u00edkhegyi, 2005). Random forest kriging (RFK, combination of the random forest machine learning algorithm and the kriging technique) was used for the prediction of the SOC concentration.", "keywords": ["EJP SOIL", "Hungary", "soil organic carbon (SOC)", "SERENA project", "digital soil mapping", "SOC loss"], "contacts": [{"organization": "Ben\u0151, Andr\u00e1s, Szatm\u00e1ri, G\u00e1bor, Bakacsi, Zsofia, P\u00e1sztor, L\u00e1szl\u00f3, Szab\u00f3, Brigitta, Kassai, Piroska, Kocsis, Mih\u00e1ly, Gedeon, Csongor Istv\u00e1n, Csontos, P\u00e9ter, Laborczi, Annam\u00e1ria,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14002689"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14002689", "name": "item", "description": "10.5281/zenodo.14002689", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14002689"}, {"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.13982875", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:19Z", "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.13983195", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:19Z", "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.13983320", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:19Z", "type": "Report", "title": "SERENA Project: what is it telling us about soil ecosystem services in Europe?", "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", "soil health", "H2020", "soil function", "soil-based ecosystem services", "soil quality", "soil threats", "Grant  n 862695", "SERENA", "bundle", "Grant n 862695"], "contacts": [{"organization": "Assennato, Francesca, Smiraglia, Daniela, Riitano, Nicola, Luise, Anna, Calzolari, Costanza,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13983320"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13983320", "name": "item", "description": "10.5281/zenodo.13983320", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13983320"}, {"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": {"license": "Open Access", "updated": "2026-06-23T16:23:19Z", "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.13986640", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:20Z", "type": "Dataset", "title": "Map of soil organic carbon loss of mineral soils in Estonia", "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 map was generated to evaluate soil organic carbon (SOC) loss in Estonian agricultural soils. It is directly related to SERENA project WP3, T3.2, D3.3 with the aim of applying cookbooks to assess soil threats or ecosystem services. This map is the outcome of applying a cookbook developed by ISRIC (Genova, G., Poggio, L., Kempen, B., & Colman, B. DSM Workflow Seedling. ISRIC - World Soil Information. https://doi.org/10.17027/ISRIC-FSX2-2691).  The generated map of SOC loss expressed as absolute sequestration rate (t C ha-1 a-1) between 2015 and 2021 is in GEOTIFF format at the resolution of 100m. The input data for the cookbook was from the PANDA database, which contains regular soil monitoring and voluntary soil sampling data by farmers in Estonia. To achieve the aim for accounting SOC loss in agricultural soils temporal pairs were selected resulting in 1037 paired points where the interval between second sampling was more than 5 years. SOC stocks were calculated for the depth of 20 cm using the equation by Adams (1973) to calculate soil bulk density. The calculated SOC stock for time0 and time2 (> 5 years resampled locations) were used as input points for digital soil mapping, that is the ISRIC cookbook.", "keywords": ["Estonia", "Task3.2", "ESTONIA", "EJPSOIL", "WP3", "SERENA project", "D3.3", "SOC loss", "Grant n 862695", "DSM Workflow Seedling"], "contacts": [{"organization": "Putku, Elsa", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13986640"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13986640", "name": "item", "description": "10.5281/zenodo.13986640", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13986640"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-24T00:00:00Z"}}, {"id": "10.5281/zenodo.13987916", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:20Z", "type": "Dataset", "title": "SERENA EJPSOIL IE MEATH 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": ["EJP Soil", " Serena", " Greenhouse gas", " soil based ecosystem service", " NEP", " Ireland"], "contacts": [{"organization": "Fahy, Alan, Bondi, Giulia, O'Sullivan, Lilian,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13987916"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13987916", "name": "item", "description": "10.5281/zenodo.13987916", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13987916"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-24T00:00:00Z"}}, {"id": "10.5281/zenodo.13991192", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:20Z", "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.13992532", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:20Z", "type": "Other", "title": "SERENA EJPSOIL IE WEXFORD SOIL SEALING", "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.  We conducted an analysis using the Level 1 version of the soil-sealing cookbook on Sentinel 2 tiles 29UPU and 29UPT, with a reference year of 2019. For this analysis, we used National Orthophotos and Google Satellite images to confirm/deny potential changes in soil sealing identified by cookbook methodology. The 2018 Copernicus Land Monitoring Service High Resolution Layer Imperviousness served as the baseline for soil sealing.", "keywords": ["EJP Soil", " SERENA", " Soil sealing", " Soil based ecosystem service", " Ireland"], "contacts": [{"organization": "Fahy, Alan, Bondi, Giulia, O'Sullivan, Lilian,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13992532"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13992532", "name": "item", "description": "10.5281/zenodo.13992532", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13992532"}, {"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.13993045", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:20Z", "type": "Dataset", "title": "SERENA EJPSOIL BE Flanders SOCLOSS SOC 0-20cm 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\u00a0stakeholders, 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\u00a0the regional, national, and European scales.  This SERENA dataset (100 m resolution) of soil orgnanic carbon concentration (0-20 cm soil layer) for Flanders was mainly produced to test the methodology of the SERENA SOC LOSS cookbook of the European SERENA EJP SOIL project. The data was prepared according to the methodology of SERENA SOC LOSS cookbook. The objective of SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. Soil organic carbon concentration was used as an indicator for soil organic carbon loss (ST). The map was based on digital soil mapping according to the method used in the EJP SOIL project WP6: Digital soil mapping approach with random forest using ISRIC workflow seedling. To create the soil organic carbon concentration map, we used soil organic carbon data of the regional soil organic carbon monitoring network Cmon in Flanders (0-10 and 10-30 cm soil layer) from the period 2021-2024. The soil organic carbon concentration of the 0-20 cm was derived from the 0-10 and 10-30 cm Cmon data. The following auxiliary data was used: Digitale bodemkaart van het Vlaams Gewest: bodemtypes; Regional climate data; Landgebruik - Vlaanderen - toestand 2022; Tertiair geologische kaart (1/50.000); Bodembedekkingskaart (BBK), 1m resolutie, opname 2021; WRB Soil Units 40k: Bodemkaart van het Vlaamse Gewest volgens het internationale bodemclassificatiesysteem World Reference Base op schaal 1:40.000; Digitaal Hoogtemodel Vlaanderen II, DSM, raster, 1 m. The dataset will be mostly useful as a reference result for actors that want to learn to implement the part of the soil organic carbon loss cookbook of SERENA dealing with the creation of a SOC concentration map. It can have limited use as an interim SOC concentration map for Flanders until a better map becomes available using an optimised methodology and/or new data from the regional soil organic carbon monitoring network that was not yet available when this map was created.  This dataset is originally hosted at DOV (https://www.dov.vlaanderen.be/), for the most up to date version of the dataset access the data from the DOV repository through the DOV services. The original metdata is accesible through the DOV metadata catalog: SERENA EJPSOIL BE Flanders SOC 0-20cm cookbook.  The DOV services:    WMS ( OGC:WMS-1.3.0-http-get-map )\u00a0  WCS ( OGC:WCS )", "keywords": ["Soil organic carbon concentration", "Belgium", "D3.3/ WP3/ Task 3.2", "EJPSOIL", "SERENA project", "Flanders", "SOC", "SOCLOSS", "Grant n 862695", "Digital Soil Mapping"], "contacts": [{"organization": "Oorts, Katrien, Josipovic, Davor, Luts, Dries, Salomez, Joost,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993045"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993045", "name": "item", "description": "10.5281/zenodo.13993045", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993045"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-10-24T00:00:00Z"}}, {"id": "10.5281/zenodo.14002496", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:20Z", "type": "Report", "title": "SERENA EJP Soil: Appendix to the SERENA GHG and Climate Control Cookbook", "description": "Open AccessApprendix to GHG and Climare Regulation Cookbook of SERENA's deliverable D2.3.2 on soil-based ecosystem services and soil threats' cookbooks", "keywords": ["EJP Soil", "Cookbook", "Green house gases", "Net ecosystem productivity", "SERENA"], "contacts": [{"organization": "Medina-Roldan, Eduardo, Kukk, Liia, Reyes Rojas, Jessica, SERENA EJP-Soil GHG Working Group,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.14002496"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.14002496", "name": "item", "description": "10.5281/zenodo.14002496", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.14002496"}, {"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.13993235", "type": "Feature", "geometry": null, "properties": {"updated": "2026-06-23T16:23:20Z", "type": "Dataset", "title": "SERENA EJPSOIL BE Flanders EROSION SOILLOSS 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 dataset (5m resolution) was mainly produced to test the methodology of the SERENA soil erosion cookbook of the European SERENA EJP SOIL project. The data was prepared according to the methodology of SERENA soil erosion cookbook. The objective of SERENA project was to develop methods to calculate and map soil-based ecosystem services and soil threats. Soil loss was used as an indicator for soil erosion. For Belgium, the application was carried out at regional scale for the Flanders region. To create the soil erosion map, RULSE modelling was done according to the SERENA cookbook using several publicly available datasets. The following auxiliary data was used: K-Factor, Land-Cover Map, Long-term 30 yr averaged monthly rainfall,\u00a0LS-Factor given by Panagos et al. (2015). The dataset will be mostly useful as a reference result for actors that want to learn to implement the part of the soil erosion cookbook of SERENA dealing with the creation of an erosion map. It has limited use as an erosion map for Flanders because a more detailed and accurate map exists for Flanders based on regional covariates.  This dataset is originally hosted at DOV (https://www.dov.vlaanderen.be/), for the most up to date version of the dataset access the data from the DOV repository through the DOV services. The original metdata is accesible through the DOV metadata catalog: SERENA EJPSOIL BE Flanders EROSION SOILLOSS cookbook  The DOV services:    WMS ( OGC:WMS-1.3.0-http-get-map )\u00a0  WCS ( OGC:WCS )", "keywords": ["soil erosion", "Belgium", "EROSION", "D3.3/ WP3/ Task 3.2", "EJPSOIL", "SERENA project", "SOILLOSS", "Flanders", "Grant n 862695", "Digital Soil Mapping"], "contacts": [{"organization": "Callewaert, Seth, Oorts, Katrien, Luts, Dries, Deproost, Petra,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993235"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993235", "name": "item", "description": "10.5281/zenodo.13993235", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993235"}, {"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.13993556", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:20Z", "type": "Dataset", "created": "2024-01-01", "title": "SERENA EJPSOIL SK Erosion SoilErosion", "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\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for 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": ["Slovakia", "soil erosion", "SERENA project", "RUSLE", "Erosion cookbook", "Grant  n 862695", "Grant n 862695", "EJP-Soil"], "contacts": [{"organization": "P\u00e1lka, Boris, Makovnikova, Jarmila,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993556"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993556", "name": "item", "description": "10.5281/zenodo.13993556", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993556"}, {"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.13993557", "type": "Feature", "geometry": null, "properties": {"license": "Open Access", "updated": "2026-06-23T16:23:20Z", "type": "Dataset", "created": "2024-01-01", "title": "SERENA EJPSOIL SK Erosion SoilErosion", "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\u00a0in relation to the intended\u00a0purpose\u00a0of reuse.     These results are interesting from a scientific point of view, but their use\u00a0for 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": ["Slovakia", "soil erosion", "SERENA project", "RUSLE", "Erosion cookbook", "Grant n 862695", "EJP-Soil"], "contacts": [{"organization": "P\u00e1lka, Boris, Makovnikova, Jarmila,", "roles": ["creator"]}]}, "links": [{"href": "https://doi.org/10.5281/zenodo.13993557"}, {"rel": "self", "type": "application/geo+json", "title": "10.5281/zenodo.13993557", "name": "item", "description": "10.5281/zenodo.13993557", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.5281/zenodo.13993557"}, {"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"}}], "links": [{"rel": "self", "type": "application/geo+json", "title": "This document as GeoJSON", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items?keywords=SERENA&f=json", "hreflang": "en-US"}, {"rel": "alternate", "type": "text/html", "title": "This document as HTML", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items?keywords=SERENA&f=html", "hreflang": "en-US"}, {"rel": "collection", "type": "application/json", "title": "Collection URL", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main", "hreflang": "en-US"}, {"type": "application/geo+json", "rel": "first", "title": "items (first)", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items?keywords=SERENA&", "hreflang": "en-US"}, {"rel": "next", "type": "application/geo+json", "title": "items (next)", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items?keywords=SERENA&offset=50", "hreflang": "en-US"}], "numberMatched": 87, "numberReturned": 50, "distributedFeatures": [], "timeStamp": "2026-06-23T23:32:44.274343Z"}