Propagating aleatory and epistemic uncertainty in land cover change prediction process

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• 作者：Ahlem Ferchichi^a ; ; Wadii Boulila^a ; ^b ; Imed Riadh Farah^a ; ^b
• 关键词：LCC prediction ; Aleatory-epistemic uncertainty ; Input parameters uncertainty ; Model structure uncertainty ; Parameter modeling ; Parameter estimation ; Correlation analysis ; Uncertainty propagation.
• 刊名：Ecological Informatics
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：37
• 期：Complete
• 页码：24-37
• 全文大小：2582 K
• 卷排序：37

文摘

Propagating aleatory and epistemic uncertainty associated with both parameters andmodel structure of LCC prediction process using belief function theory. This method allows to solve multidimensional problems. The changes prediction of land cover in Cairo region, Egypt was anticipated usingmulti-temporal Landsat TM5 satellite images.