Methods
Agricultural and Environmental Modelling 8: e167439
https://doi.org/10.3897/aem.8.167439 (29 Apr 2026)
https://doi.org/10.3897/aem.8.167439 (29 Apr 2026)
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Article title
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Abstract
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Key words
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Introduction
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Methods
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Input files for landscape simulation in ALMaSS
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Main spatial data categories and applied data sources
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Land-cover/land-use and topography
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Habitats and vegetation
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Agriculture
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Additional information layers: soil and elevation
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Overview of data processing steps
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ALMaSS landscape map
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Identification of data sources and mapping of spatial information layers to TOLEs
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Clipping, querying and converting data
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Combining layers into thematic maps and stacking them into a ‘raw’ landscape map
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Multi-stage process of removing artefacts and data gaps in the “raw” landscape map
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Reclassification, regionalisation and export of output files for further processing
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Farming structure and cropping system
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Producing ALMaSS landscape external inputs
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Workflow automation
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Operational implementation in Polish agricultural landscapes
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Outcomes
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Beyond ALMaSS applications
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Discussion
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Limitations and future perspectives
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Acknowledgements
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References
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Additional information
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Conflict of interest
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Ethical statement
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Artificial Intelligence (AI) use
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Funding
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Author contributions
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Author ORCIDs
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Data availability
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Supplementary material
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