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Modelling of land use land cover changes using machine learning and GIS techniques: a case study in El-Fayoum Governorate, Egypt
Land use/land cover (LULC) changes can occur naturally or due to human activities. In this study, the maximum likelihood algorithm (MLH) and machine learning (random forest algorithm (RF) and support vector machine (SVM)) were investigated for image classification to oversight spatio-temporal land u...
Autores principales: | Atef, Islam, Ahmed, Wael, Abdel-Maguid, Ramadan H. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10156856/ https://www.ncbi.nlm.nih.gov/pubmed/37133528 http://dx.doi.org/10.1007/s10661-023-11224-7 |
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