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- ---
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- license: cc-by-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ tags:
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+ - soil
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+ - agriculture
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+ - remote-sensing
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+ - earth-observation
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+ - geospatial
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+ - gis
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+ - environment
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+ - open-data
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+ - spectroscopy
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+ - murcia
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+ - spain
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+ pretty_name: Open Soil Nutrient Dataset – Murcia, Spain (2000–2020)
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+ ---
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+ This dataset contains open-access soil nutrient maps for the Region of Murcia, Spain, produced by Siora.
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+ It provides high-resolution (30 m) spatial data for five key soil variables: Nitrogen (N), Phosphorus (P), Potassium (K), Organic Carbon (OC), and pH.
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+ Three time steps are included: 2000, 2010, and 2020, allowing comparisons of soil fertility changes across two decades.
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+
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+ Each package includes:
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+ - GeoTIFF raster files with nutrient concentrations (mg/kg)
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+ - Preview PNGs for quick visualization
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+ - Metadata JSON with technical specifications
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+ - A README with methodology notes
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+ - CC-BY 4.0 license
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+
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+ These maps are derived from satellite reflectance spectroscopy combined with auxiliary variables such as terrain and climate, calibrated against reference laboratory methods (ISO and USDA standards).
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+ The dataset is intended for use in agronomic research, precision agriculture trials, environmental monitoring, and geospatial modeling.
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+
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+ For citation, please use DOI: 10.5281/zenodo.16889684.
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+
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+ ## Contact
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+ Visit siora.ai or email [email protected] for questions or custom analysis