Comparative analysis of remotely-sensed data products via ecological niche modeling of avian influenza case occurrences in Middle Eastern poultry

Table 1 Summary of General Linear Model ANOVAS in this study.

		E = 100		E = 5%
Test Variable	Random variables	AUC ratio	P	AUC ratio	P
Index	Test region	1.00 ns	0.51 ns	1.36 ns	2.28 ns
Data type	Test region	0.03 ns	0.38 ns	1.97 ns	0.69 ns
Training region (all)	None	1.23 ns	1.33 ns	3.87 **	2.47*
Training and testing region (within)	None	14.86**	4.97**	55.35**	6.90**
Testing region (all)	None	8.02**	7.57**	4.80**	6.11**
Model Level (within region, three predict one, one predict three)	None	23.02**	7.76**	8.68**	5.93**

F-values are reported for the test variable only. * denotes significance at the α = 0.5 level, ** denotes significance at α ≤ 0.01; ns = non-significant. "Index" indicates EVI, LSWI, and NDVI; "data type" indicates monthly versus summary data; "training region" and "testing region" refer to the 4 regions, analyzed either based on performance in all analyses ("all") or only in within-region analyses ("within"); and "model level" refers to numbers of regions predicting versus being predicted.

ISSN: 1476-072X