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Fig 1.

Map of the study area in middle Nile Delta showing Burullus Lagoon and sampling sites.

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Table 1.

Summary of vegetation indices, equations, and sources.

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Table 2.

Summary of sediment indices, equations and references.

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Fig 2.

Workflow of the methodological framework applied in this study.

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Table 3.

The floristic composition of the different habitats in Burullus Lake.

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Fig 3.

Summary of taxonomic, life-form, and chorotype patterns of the recorded species in the study area: a) species richness per family, b) distribution of plant life-forms, and c) chorotype groups.

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Fig 4.

Spectral reflectance pattern for plant species.

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Table 4.

One-way ANOVA and Tukey HSD results for species discrimination across spectral regions.

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Fig 5.

ANOVA and Tukey HSD results for differentiating plant samples across the blue, green and NIR spectral Zones.

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Fig 6.

ANOVA and Tukey HSD analyses for differentiating plant samples across Red, SWIR I and SWIR II spectral Zones.

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Table 5.

Linear Discriminant Analysis (LDA) classification results for dominant wetland species based on spectral signatures.

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Table 6.

Optimal spectral wavelengths and zones for discriminating plant species in Burullus wetland.

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Table 7.

Vegetation index values (MSI, NDVI, PSRI, SR, and EVI).

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Table 8.

Calculated Leaf Pigment Index: Carotenoid Reflectance Index (CRI 1 & 2), Anthocyanin Reflectance Index (ARI & 2) and chlorophyll a and b concentration.

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Table 9.

Red-edge vegetation indices (RENDVI, MRENDVI, MRESR, and REPI).

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