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Fig 1.

The study area.

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Table 1.

Selected bands for classification.

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Fig 2.

Species spectral reflectance curves of twelve grass species.

(a) Extracted from Landsat 7 ETM+, (b) Extracted from ASTER MI, (c) Extracted from Sentinel-2.

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Table 2.

Confusion matrix for Sentinel-2 MSI.

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Table 3.

Confusion matrix for Landsat 7 ETM+.

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Table 4.

Confusion matrix for ASTER MI.

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Fig 3.

The map of grass species.

(a) derived from Landsat 7 ETM+, (b) derived from the ASTER MI, (c) derived from Sentinel-2 MSI.

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Fig 4.

Vegetation transformation between 2001 and 2021.

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Fig 5.

Species contributions to changes in Eragrostis curvula.

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Fig 6.

Areas where Themeda triandra succeeded from Eragrostis curvula.

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Fig 7.

Species contributions to change in Sporobolus centrifugus.

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Fig 8.

Areas where M. junceus succeeded from S. centrifugus.

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Fig 9.

Areas where M. junceus succeeded from S. Conrathii.

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Fig 10.

Species contributions to changes in Stiburus Conrathii.

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Fig 11.

Species contributions to change in Phragmites australis.

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Fig 12.

Areas where T. triandra succeeded from P. australis.

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