Fire Prediction Based on CatBoost Algorithm

Table 1

MODIS C6 product details.

Brightness	Scan	Track	ACQ_Date	Satellite	Confidence	Bright_T31	FRP
312.4	1.1	1.1	2015/1/1	Terra	72	290.3	11.6
305.3	1.3	1.1	2015/1/1	Terra	61	289.2	9.1
304.3	1.3	1.1	2015/1/1	Terra	59	292.3	6.9
326.2	1.3	1.1	2015/1/1	Terra	84	289.8	34.1
307.8	1.3	1.1	2015/1/1	Terra	66	288.3	11.2
312	3.3	1.7	2015/1/1	Aqua	72	285.9	67.5
305	4.3	1.9	2015/1/1	Aqua	57	290.3	42.7
304.5	1	1	2015/1/2	Aqua	48	292.2	4.9
324.5	1	1	2015/1/2	Aqua	83	291.6	22.5
309.7	1	1	2015/1/2	Aqua	35	293.6	5.8
346.2	1	1	2015/1/2	Aqua	94	294	55.8
305.6	1	1	2015/1/2	Aqua	62	287.8	6.7
315.4	1	1	2015/1/2	Aqua	73	293.2	12.9
301.1	1	1	2015/1/2	Aqua	44	289.6	3.9
…	…	…	…	…	…	…	…
300.3	1	1	2019/12/30	Terra	30	286.9	4.3
304.7	1.1	1	2019/12/30	Terra	60	292.1	5.6
308.1	1	1	2019/12/31	Aqua	61	295.5	5
302.9	1	1	2019/12/31	Aqua	24	290.4	3
300.1	1	1	2019/12/31	Aqua	13	285.9	3.8
302.4	1.2	1.1	2019/12/31	Aqua	49	290	5