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- The data provided has been prepared for use by internal research activities of the Joint Research Centre (JRC) in collaboration with ETHZ (Switzerland) .
- The data are the result of JRC research activities and are primarily made available for further research. The JRC does not accept any liability whatsoever for any error, missing data or omission in the data, or for any loss or damage arising from its use. The JRC agrees to provide the data free of charge but is not bound to justify the content and values contained in the databases.
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a) Make proper reference to the source of the data when disseminating the results to which this agreement relates;
b) Participate in the verification of the data (e.g. by noting and reporting any errors or omissions discovered to the JRC).
Overview
This repository contains raster datasets describing current and projected carbon (C), nitrogen (N), and phosphorus (P) stocks and fluxes, as well as crop yields, for European agricultural soils under different organic agriculture (OA) scenarios. The datasets were generated using the calibrated DayCent ecosystem model at European scale, combined with spatially explicit soil properties, climate data, land use information, and representative management practices. Detailed model descriptions, scenario assumptions, and calculation methods are provided in the accompanying manuscript and supplementary material. Reference to figures in the text is according to the published figures of the relevant publication in Global Change Biology.
For further information on model parameters, scenario assumptions, raster layers, or data interpretation beyond what is described in the manuscript and referenced literature, please contact the corresponding author.
Repository Structure
The repository contains raster data in four main folders:
1. Current_BAU/
2. 100%OA/
3. 25%OA/
4. Stencils/
Data Properties
Property Value
Coordinate Reference System ETRS89-LAEA
Pixel size 1km x 1km
Spatial coverage European agricultural land (EU + UK)
Temporal coverage Current (2019-2022) & future projections (2031-2034)
Type of Dataset GeoTIFF (.tif)
Reference Muntwyler, A., Lugato, E., Panagos, P., Scherer, L., Muller, A., Pfister, S. (2026). Modelling organic agriculture expansion in the EU: Assessing productivity and environmental trade-offs. Global Change Biology
Raster File Description
Current & Business-As-Usual (BAU)
The raster data in the folder /Current_BAU represent the current (2019-2022) and projected (2031-2034) agricultural management without implementation of additional organic agriculture measures. The nutrient stocks and flows and crop yield are split into two raster files per scenario (SOC / FLX), as described in Table 1 & 2. Other raster datasets describe the soil degradation criteria to select the target areas to convert as described in Fig. 3, or the limiting nutrient as in Fig. S3.
Files:
• SOC_BAU.tif
• FLX_BAU.tif
• Fig3a_Pexcess_current.tif
• Fig3b_Nsurplus_current.tif
• Fig3c_erosion_current.tiff
• Fig3d_deg_overlap.tif
• FigS3_NutrientLimit.tif
100% OA
This scenario assumes conversion of all agricultural land to organic agriculture. Provided raster files show a) two yield-gap assumptions (low = 20% yield reduction under organic agriculture; high = 10 % yield reduction under organic agriculture) and b) an additional cover crop scenario (CC). Again, the parameters are split into two raster files per scenario (SOC / FLX), as described in Table 1 & 2.
Files
• SOC_ORG_low.tif
• SOC_ORG_low_CC.tif
• SOC_ORG_high.tif
• SOC_ORG_high_CC.tif
• FLX_ORG_low.tif
• FLX_ORG_low_CC.tif
• FLX_ORG_high.tif
• FLX_ORG_high_CC.tif
25% OA
This scenario assumes conversion of 25% agricultural land to organic agriculture. Two different spatial implementation strategies are provided (EU-wide (EU) vs. member-state-wide (memberstate)). Again, the two yield gap assumptions (low = 20% yield reduction under organic agriculture; high = 10 % yield reduction under organic agriculture) and the additional cover crop scenario (CC) is provided. Each layer is described in Table 3.
Files
• OA_EU_low.tif
• OA_EU_low_CC.tif
• OA_EU_high.tif
• OA_EU_high_CC.tif
• OA_memberstate_low.tif
• OA_memberstate_low_CC.tif
• OA_memberstate_high.tif
• OA_memberstate_high_CC.tif
Stencils
Additional raster files provide the selected implementation areas for both yield gap assumptions (low = 20% yield reduction under organic agriculture; high = 10 % yield reduction under organic agriculture):
Files
• EU_high.tif
• EU_low.tif
• Memberstate_high.tif
• Memberstate_low.tif
Table 1 description of the provided raster data.
ID Filename Scenario Description Layers Timeframe
1 ./25%OA/OA_EU_low.tif 25% OA, EU-wide, low yield reduction Multiband raster containing all indicators for the 25% OA scenario implemented EU-wide under the low yield reduction assumption (20%). Table 2 2031–2034
2 ./25%OA/OA_EU_low_CC.tif 25% OA, EU-wide, low yield reduction + cover crops Same as ID 1 with the additional cover crop measure. Table 2 2031–2034
3 ./25%OA/OA_EU_high.tif 25% OA, EU-wide, high yield reduction Multiband raster containing all indicators for the 25% OA scenario implemented EU-wide under the high yield reduction assumption (10%). Table 2 2031–2034
4 ./25%OA/OA_EU_high_CC.tif 25% OA, EU-wide, high yield reduction + cover crops Same as ID 3 with the additional cover crop measure. Table 2 2031–2034
5 ./25%OA/OA_memberstate_low.tif 25% OA, Member-state, low yield reduction Multiband raster containing all indicators for the 25% OA scenario implemented at Member State level under the low yield reduction assumption (20%). Table 2 2031–2034
6 ./25%OA/OA_memberstate_low_CC.tif 25% OA, Member-state, low yield reduction + cover crops Same as ID 5 with the additional cover crop measure. Table 2 2031–2034
7 ./25%OA/OA_memberstate_high.tif 25% OA, Member-state, high yield reduction Multiband raster containing all indicators for the 25% OA scenario implemented at Member State level under the high yield reduction assumption (10%). Table 2 2031–2034
8 ./25%OA/OA_memberstate_high_CC.tif 25% OA, Member-state, high yield reduction + cover crops Same as ID 7 with the additional cover crop measure. Table 2 2031–2034
9 ./100%OA/SOC_ORG_low.tif 100% OA, low yield reduction SOC-related indicators for complete conversion to organic agriculture under the low yield reduction assumption (20%). Table 3 2031–2034
10 ./100%OA/SOC_ORG_low_CC.tif 100% OA, low yield reduction + cover crops Same as ID 9 with the additional cover crop measure. Table 3 2031–2034
11 ./100%OA/SOC_ORG_high.tif 100% OA, high yield reduction SOC-related indicators for complete conversion to organic agriculture under the high yield reduction assumption (10%). Table 3 2031–2034
12 ./100%OA/SOC_ORG_high_CC.tif 100% OA, high yield reduction + cover crops Same as ID 11 with the additional cover crop measure. Table 3 2031–2034
13 ./100%OA/FLX_ORG_low.tif 100% OA, low yield reduction Carbon, nitrogen and phosphorus flux indicators under complete organic conversion and low yield reduction. Table 4 2031–2034
14 ./100%OA/FLX_ORG_low_CC.tif 100% OA, low yield reduction + cover crops Same as ID 13 with the additional cover crop measure. Table 4 2031–2034
15 ./100%OA/FLX_ORG_high.tif 100% OA, high yield reduction Carbon, nitrogen and phosphorus flux indicators under complete organic conversion and high yield reduction. Table 4 2031–2034
16 ./100%OA/FLX_ORG_high_CC.tif 100% OA, high yield reduction + cover crops Same as ID 15 with the additional cover crop measure. Table 4 2031–2034
17 ./Current_BAU/SOC_BAU.tif BAU SOC-related indicators for the baseline (BAU) scenario. Table 3 2019–2022 & 2031–2034
18 ./Current_BAU/FLX_BAU.tif BAU Carbon, nitrogen and phosphorus flux indicators for the baseline (BAU) scenario. Table 4 2019–2022 & 2031–2034
19 ./Current_BAU/Fig3a_Pexcess_current.tif Current conditions Agricultural soils with excess available phosphorus (>50 mg P kg⁻¹). 2019–2022
20 ./Current_BAU/Fig3b_Nsurplus_current.tif Current conditions Agricultural soils with nitrogen surplus (>50 kg N ha⁻¹ yr⁻¹). 2019–2022
21 ./Current_BAU/Fig3c_erosion_current.tif Current conditions Agricultural soils with soil erosion >2 t ha⁻¹ yr⁻¹. 2019–2022
22 ./Current_BAU/Fig3d_deg_overlap.tif Current conditions Areas affected by one, two or three degradation indicators simultaneously. 2019–2022
23 ./Current_BAU/FigS3_NutrientLimit.tif Current conditions Nutrient limiting crop growth (N, P or other) in BAU and OA scenarios. 2031–2034
24 ./Stencils/EU_high.tif Selection mask Target areas selected for EU-wide implementation under the high yield reduction assumption (10%). Scenario definition
25 ./Stencils/EU_low.tif Selection mask Target areas selected for EU-wide implementation under the low yield reduction assumption (20%). Scenario definition
26 ./Stencils/Memberstate_high.tif Selection mask Target areas selected for Member-state implementation under the high yield reduction assumption (10%). Scenario definition
27 ./Stencils/Memberstate_low.tif Selection mask Target areas selected for Member-state implementation under the low yield reduction assumption (20%). Scenario definition
Table 2 Layer descriptions of multiband raster layers containing all indicators for the 25% OA scenario. All layers represent averages for the period 2031–2034.
Layer Parameter Unit Description
1 Cbud kg ha⁻¹ yr⁻¹ Soil carbon budget (Equation 1)
2 Cerod kg ha⁻¹ yr⁻¹ Net carbon loss through erosion
3 Cin t ha⁻¹ yr⁻¹ Carbon input to soil
4 Cin_net t ha⁻¹ yr⁻¹ Net carbon input (Cin − Cresp)
5 Cresp kg ha⁻¹ yr⁻¹ Heterotrophic respiration
6 erod t ha⁻¹ yr⁻¹ Net soil erosion
7 N2 kg ha⁻¹ yr⁻¹ Nitrogen loss as N₂
8 N2O kg ha⁻¹ yr⁻¹ Nitrous oxide emissions
9 Nerod kg ha⁻¹ yr⁻¹ Nitrogen loss through erosion
10 Nfix kg ha⁻¹ yr⁻¹ Biological nitrogen fixation
11 Nleach kg ha⁻¹ yr⁻¹ Nitrogen leaching
12 Nmin kg ha⁻¹ yr⁻¹ Mineral nitrogen fertilizer input
13 NO kg ha⁻¹ yr⁻¹ Nitric oxide emissions
14 NPP t ha⁻¹ yr⁻¹ Net primary productivity
15 Nsur kg ha⁻¹ yr⁻¹ Gross nitrogen budget (Equation 3)
16 Ntot kg ha⁻¹ Total soil nitrogen stock
17 Pav kg ha⁻¹ Plant-available phosphorus
18 Pbud kg ha⁻¹ yr⁻¹ Phosphorus budget (Equation 2)
19 Perod kg ha⁻¹ yr⁻¹ Phosphorus loss through erosion
20 Pleach kg ha⁻¹ yr⁻¹ Phosphorus leaching
21 Pmin kg ha⁻¹ yr⁻¹ Mineral phosphorus fertilizer input
22 Ptot kg ha⁻¹ Total soil phosphorus stock
23 SOC t ha⁻¹ Soil organic carbon stock
24 yield t ha⁻¹ yr⁻¹ Crop yield
Table 3 Layer descriptions of multiband raster layers containing all indicators for the Current & BAU scenario (Current_BAU/SOC_BAU.tif) and all 100%OA scenarios (files in /100%OA/ beginning with SOC_).
Layer Variable Unit Description Timeframe Rasters
1 Soil Organic Carbon (SOC) t C ha⁻¹ Soil organic carbon stock 2019–2022 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
2 NPP C t C ha⁻¹ yr⁻¹ Net primary production 2019–2022 /Current_BAU/FLX_BAU.tif
3 C input t C ha⁻¹ yr⁻¹ Total carbon input to soil 2019–2022 /Current_BAU/FLX_BAU.tif
4 C grain & tuber t C ha⁻¹ yr⁻¹ Carbon removed through harvested grain and tubers 2019–2022 /Current_BAU/FLX_BAU.tif
5 C residue & roots not removed t C ha⁻¹ yr⁻¹ Carbon input from crop residues and roots remaining in the field 2019–2022 /Current_BAU/FLX_BAU.tif
6 C soil respiration t C ha⁻¹ yr⁻¹ Carbon respired during decomposition of soil organic carbon 2019–2022 /Current_BAU/FLX_BAU.tif
7 CH₄ net emissions kg C ha⁻¹ yr⁻¹ Net methane emissions from soil 2019–2022 /Current_BAU/FLX_BAU.tif
8 Irrigation mm yr⁻¹ Total irrigation water applied 2019–2022 /Current_BAU/FLX_BAU.tif
9 C org leaching t C ha⁻¹ yr⁻¹ Organic carbon leached from the soil organic layer into stream flow 2019–2022 /Current_BAU/FLX_BAU.tif
10 C manure t C ha⁻¹ yr⁻¹ Carbon input through manure and other organic amendments 2019–2022 /Current_BAU/FLX_BAU.tif
11 C grain & tuber t C ha⁻¹ yr⁻¹ Carbon removed through harvested grain and tubers Year 1 /Current_BAU/FLX_BAU.tif
12 Active SOC pool g C m⁻² Active soil organic carbon pool 2019–2022 /Current_BAU/FLX_BAU.tif
13 Slow SOC pool g C m⁻² Slow soil organic carbon pool 2019–2022 /Current_BAU/FLX_BAU.tif
14 Passive SOC pool g C m⁻² Passive soil organic carbon pool 2019–2022 /Current_BAU/FLX_BAU.tif
31 Soil Organic Carbon (SOC) t C ha⁻¹ Soil organic carbon stock 2031–2034 /Current_BAU/FLX_BAU.tif
32 NPP C t C ha⁻¹ yr⁻¹ Net primary production 2031–2034 /Current_BAU/FLX_BAU.tif
33 C input t C ha⁻¹ yr⁻¹ Total carbon input to soil 2031–2034 /Current_BAU/FLX_BAU.tif
34 C grain & tuber t C ha⁻¹ yr⁻¹ Carbon removed through harvested grain and tubers 2031–2034 /Current_BAU/FLX_BAU.tif
35 C residue & roots not removed t C ha⁻¹ yr⁻¹ Carbon input from crop residues and roots remaining in the field 2031–2034 /Current_BAU/FLX_BAU.tif
36 C soil respiration t C ha⁻¹ yr⁻¹ Carbon respired during decomposition of soil organic carbon 2031–2034 /Current_BAU/FLX_BAU.tif
37 CH₄ net emissions kg C ha⁻¹ yr⁻¹ Net methane emissions from soil 2031–2034 /Current_BAU/FLX_BAU.tif
38 Irrigation mm yr⁻¹ Total irrigation water applied 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
39 C org leaching kg C ha⁻¹ yr⁻¹ Organic carbon leached from the soil organic layer into stream flow 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
40 C manure t C ha⁻¹ yr⁻¹ Carbon input through manure and other organic amendments 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
41 C grain & tuber t C ha⁻¹ yr⁻¹ Carbon removed through harvested grain and tubers 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
42 Active SOC pool g C m⁻² Active soil organic carbon pool 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
43 Slow SOC pool g C m⁻² Slow soil organic carbon pool 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
44 Passive SOC pool g C m⁻² Passive soil organic carbon pool 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
Table 4 Layer descriptions of multiband raster layers containing all indicators for the Current & BAU scenario (Current_BAU/FLX_BAU.tif) and all 100%OA scenarios (files in /100%OA/ beginning with FLX_).
Layer Variable Unit Description Timeframe Rasters
1 Mineral P input kg P ha⁻¹ yr⁻¹ Input of phosphorus through mineral fertilization 2019–2022 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
2 P manure input kg P ha⁻¹ yr⁻¹ Input of phosphorus through manure application 2019–2022 /Current_BAU/FLX_BAU.tif
3 P crop harvest kg P ha⁻¹ yr⁻¹ Phosphorus removed through harvested crops 2019–2022 /Current_BAU/FLX_BAU.tif
4 P residue removal kg P ha⁻¹ yr⁻¹ Phosphorus removed through harvested crop residues 2019–2022 /Current_BAU/FLX_BAU.tif
5 P residue removal kg P ha⁻¹ yr⁻¹ Phosphorus removed through residue removal 2019–2022 /Current_BAU/FLX_BAU.tif
6 P org leaching kg P ha⁻¹ yr⁻¹ Organic phosphorus leaching 2019–2022 /Current_BAU/FLX_BAU.tif
7 Soil P available g P m⁻² Labile soil phosphorus pool 2019–2022 /Current_BAU/FLX_BAU.tif
8 Net C erosion t C ha⁻¹ yr⁻¹ Net carbon transported through soil erosion 2019–2022 /Current_BAU/FLX_BAU.tif
9 Soil P available g P m⁻² Plant-available phosphorus pool 2019–2022 /Current_BAU/FLX_BAU.tif
10 Soil P total g P m⁻² Total soil phosphorus stock 2019–2022 /Current_BAU/FLX_BAU.tif
11 Mineral P input kg P ha⁻¹ yr⁻¹ Input of phosphorus through mineral fertilization 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
12 P manure input kg P ha⁻¹ yr⁻¹ Input of phosphorus through manure application 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
13 P crop harvest kg P ha⁻¹ yr⁻¹ Phosphorus removed through harvested crops 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
14 P residue removal kg P ha⁻¹ yr⁻¹ Phosphorus removed through harvested crop residues 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
15 P residue removal kg P ha⁻¹ yr⁻¹ Phosphorus removed through residue removal 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
16 P org leaching kg P ha⁻¹ yr⁻¹ Organic phosphorus leaching 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
17 Soil P available g P m⁻² Labile soil phosphorus pool 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
18 Net C erosion t C ha⁻¹ yr⁻¹ Net carbon transported through soil erosion 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
19 Soil P available g P m⁻² Plant-available phosphorus pool 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
20 Soil P total g P m⁻² Total soil phosphorus stock 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
21 P leaching kg P ha⁻¹ yr⁻¹ Mineral phosphorus leaching 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
22 Mineral N input kg N ha⁻¹ yr⁻¹ Input of nitrogen through mineral fertilization 2019–2022 /Current_BAU/FLX_BAU.tif
23 N manure input kg N ha⁻¹ yr⁻¹ Input of nitrogen through manure application 2019–2022 all files in /100%OA/ beginning with FLX_
24 N crop harvest kg N ha⁻¹ yr⁻¹ Nitrogen removed through harvested crops 2019–2022 all files in /100%OA/ beginning with FLX_
23 N manure input kg N ha⁻¹ yr⁻¹ Input of nitrogen through manure application 2019–2022 /Current_BAU/FLX_BAU.tif
24 N crop harvest kg N ha⁻¹ yr⁻¹ Nitrogen removed through harvested crops 2019–2022 /Current_BAU/FLX_BAU.tif
25 N residue removal kg N ha⁻¹ yr⁻¹ Nitrogen removed through harvested crop residues 2019–2022 /Current_BAU/FLX_BAU.tif
26 N residue removal kg N ha⁻¹ yr⁻¹ Nitrogen removed through residue removal 2019–2022 /Current_BAU/FLX_BAU.tif
27 N leaching kg N ha⁻¹ yr⁻¹ Mineral nitrogen leaching (NO₃⁻) 2019–2022 /Current_BAU/FLX_BAU.tif
28 N leaching kg N ha⁻¹ yr⁻¹ Organic nitrogen leaching (N-DOC) 2019–2022 /Current_BAU/FLX_BAU.tif
29 N fixation kg N ha⁻¹ yr⁻¹ Symbiotic and non-symbiotic nitrogen fixation 2019–2022 /Current_BAU/FLX_BAU.tif
30 N deposition kg N ha⁻¹ yr⁻¹ Atmospheric wet and dry nitrogen deposition 2019–2022 /Current_BAU/FLX_BAU.tif
31 N2O-N kg N ha⁻¹ yr⁻¹ Nitrous oxide emissions 2019–2022 /Current_BAU/FLX_BAU.tif
32 NOx-N kg N ha⁻¹ yr⁻¹ Nitric oxide emissions 2019–2022 /Current_BAU/FLX_BAU.tif
33 N2 kg N ha⁻¹ yr⁻¹ Dinitrogen emissions 2019–2022 /Current_BAU/FLX_BAU.tif
34 Soil C:N ratio - Carbon-to-nitrogen ratio of soil organic matter 2019–2022 /Current_BAU/FLX_BAU.tif
35 Soil N total g N m⁻² Total soil nitrogen stock 2019–2022 /Current_BAU/FLX_BAU.tif
36 Mineral N input kg N ha⁻¹ yr⁻¹ Input of nitrogen through mineral fertilization 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
37 N manure input kg N ha⁻¹ yr⁻¹ Input of nitrogen through manure application 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
38 N crop harvest kg N ha⁻¹ yr⁻¹ Nitrogen removed through harvested crops 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
39 N residue removal kg N ha⁻¹ yr⁻¹ Nitrogen removed through harvested crop residues 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
40 N residue removal kg N ha⁻¹ yr⁻¹ Nitrogen removed through residue removal 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
41 N leaching kg N ha⁻¹ yr⁻¹ Mineral nitrogen leaching (NO₃⁻) 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
42 N leaching kg N ha⁻¹ yr⁻¹ Organic nitrogen leaching (N-DOC) 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
43 N fixation kg N ha⁻¹ yr⁻¹ Symbiotic and non-symbiotic nitrogen fixation 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
44 N deposition kg N ha⁻¹ yr⁻¹ Atmospheric wet and dry nitrogen deposition 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
45 N2O-N kg N ha⁻¹ yr⁻¹ Nitrous oxide emissions 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
46 NOx-N kg N ha⁻¹ yr⁻¹ Nitric oxide emissions 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
47 N2 kg N ha⁻¹ yr⁻¹ Dinitrogen emissions 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
48 Soil C:N ratio - Carbon-to-nitrogen ratio of soil organic matter 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
49 Soil N total g N m⁻² Total soil nitrogen stock 2031–2034 /Current_BAU/FLX_BAU.tif and all files in /100%OA/ beginning with FLX_
Citation
If you use these datasets, please cite:
Muntwyler, A., Lugato, E., Panagos, P., Scherer, L., Muller, A., Pfister, S. (2026). Modelling organic agriculture expansion in the EU: Assessing productivity and environmental trade-offs. Global Change Biology
Contact
Anna Muntwyler
annaverena.muntwyler@agroscope.admin.ch
Emanuele Lugato , Emanuele.lugato@ec.europa.eu
Muntwyler, A., Lugato, E., Panagos, P., Scherer, L., Muller, A., Pfister, S. (2026). Modelling organic agriculture expansion in the EU: Assessing productivity and environmental trade-offs. Global Change Biology
Joint Research Centre - European Soil Data Centre (ESDAC)
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|---|---|
| ID | 130322 |
| Date - Time | Thu, 06/18/2026 - 14:42 |
| Name of User | LOUARN Alexandre |
| Organization | CNRS |
| Type of Organization | Research Organization |
| -- Other | |
| alexandre.louarn@groupe-esa.net | |
| Purpose | as part of an engineering internship supporting a thesis on the modeling of phosphorus inputs into the Bay of Brest |
| Notes |
When making reference to the ESDAC
- Panagos, P., Van Liedekerke, M., Borrelli, P., Köninger, J., Ballabio, C., Orgiazzi, A., Lugato, E., Liakos, L., Hervas, J., Jones, A. Montanarella, L. 2022. European Soil Data Centre 2.0: Soil data and knowledge in support of the EU policies. European Journal of Soil Science, 73(6), e13315. DOI: 10.1111/ejss.13315
- Panagos P., Van Liedekerke M., Jones A., Montanarella L., “European Soil Data Centre: Response to European policy support and public data requirements”; (2012) Land Use Policy, 29 (2), pp. 329-338. doi:10.1016/j.landusepol.2011.07.003
- European Soil Data Centre (ESDAC), esdac.jrc.ec.europa.eu, European Commission, Joint Research Centre