Impact of Tree Cover Loss on Carbon Emission: A Learning-Based Analysis

Table 2

Comparison of ARIMA and LSTM for tree cover loss and carbon emission prediction.

Tree cover loss			Carbon emission
Models	MAP	MAPE	MAP	MAPE
ARIMA (1, 2, 1)	1.34	4.45	1.24	1.20
ARIMA (1, 1, 1)	0.95	4.35	0.89	5.65
ARIMA (1, 2, 2)	3.81	9.10	3.58	8.21
LSTM	0.33	0.25	0.43	0.40