Table 4. The results of the evaluation of the land cover classification model (VGG16) using validation data.

Class		Validation data						UA(%)
		Forest land	Cropland	Grassland	Wetlands	Settlements	Total
Classified by deep learning model	Forest land	285	2	26	0	0	313	91
	Cropland	0	268	4	0	8	280	96
	Grassland	14	25	268	5	42	354	76
	Wetlands	1	0	1	295	0	297	99
	Settlements	0	5	1	0	250	256	98
	Total	300	300	300	300	300	1,500
PA(%)		95	89	89	98	83
F-score(%)		93	92	82	99	90