Highlights
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The Logic Scoring of Preference (LSP) has been used as new GIS-based MCE decision making method.
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The LSP-MCE method is based on soft computing and covers wide range of human decision logic.
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The LSP-MCE method is applied for the analysis of agricultural land capability and suitability.
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Three scenarios are developed as possible outcomes of the agricultural suitability analysis.
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Results indicate that the LPS method can be used as tool for land-use planning and decision-making.