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msg1-enh-icoads-subset-6

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train · 10.9M rows

year int32 1.96k 2.01k	month int32 1 12	longitude float64 0 359	latitude float64 -78 85	box_size_degrees float64 1 1	platform_id1 float64 -1 -1	platform_id2 float64 1 1	data_group int32 6 6	checksum int32 0 14	source_file stringclasses 660 values	sea_air_temp_diff_tercile1 float64 -28.52 35.5	sea_air_temp_diff_median float64 -21.9 35.5	sea_air_temp_diff_tercile3 float64 -21.9 35.5	sea_air_temp_diff_mean float64 -21.9 35.5	temp_diff_wind_tercile1 float64 -421.2 622 ⌀	temp_diff_wind_median float64 -421.2 622 ⌀	temp_diff_wind_tercile3 float64 -421.2 622 ⌀	temp_diff_wind_mean float64 -421.2 622 ⌀	humidity_deficit_tercile1 float64 -13.3 25.3 ⌀	humidity_deficit_median float64 -13.3 25.3 ⌀	humidity_deficit_tercile3 float64 -13.3 31.6 ⌀	humidity_deficit_mean float64 -13.3 25.3 ⌀	humidity_flux_tercile1 float64 -138.6 399 ⌀	humidity_flux_median float64 -132.6 399 ⌀	humidity_flux_tercile3 float64 -132.6 405 ⌀	humidity_flux_mean float64 -132.6 399 ⌀	date_string stringdate 1960-01-01 00:00:00 2014-12-01 00:00:00
1,960	1	14	75	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	5.9	8.8	9.25	6.97	33.7	115.3	150.3	91.9	2.65	2.78	2.89	2.77	35.8	42.5	49.1	42.5	1960-01
1,960	1	15	75	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	2.06	6	10.8	6.22	19.9	44.8	124.7	64.5	1.29	1.88	2.56	1.91	11.2	18.8	33.8	21.9	1960-01
1,960	1	16	75	1	-1	1	6	14	MSG1_1960.01.6.ENH.gz	2.01	5.1	9.58	5.49	15.3	31.5	115.9	62.8	1.16	2.02	2.98	2.04	6.8	19.2	37.5	22.4	1960-01
1,960	1	17	75	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	0.44	1.4	2.9	1.67	4	12.6	28.6	16.2	1.44	1.44	1.44	1.44	14.4	14.4	14.4	14.4	1960-01
1,960	1	15	74	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	2.99	4.9	9.68	5.9	31	70	98.4	65.9	1.74	1.81	1.89	1.81	15.6	16.3	17	16.3	1960-01
1,960	1	16	74	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	-1.66	-0.2	7.8	2.13	-16.6	-1.2	29.7	5.6	-0.07	0.27	3.06	1.27	-0.7	1.9	13.9	5.8	1960-01
1,960	1	18	74	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	0.5	0.5	0.5	0.5	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	16	73	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	-1	-0.85	0.31	-0.13	-14.4	-10	10.8	1.9	null	null	null	null	null	null	null	null	1960-01
1,960	1	19	73	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	-1.3	2.05	8.55	3.16	-7.8	14.9	61.1	26.9	1.08	1.08	1.08	1.08	10.8	10.8	10.8	10.8	1960-01
1,960	1	15	72	1	-1	1	6	4	MSG1_1960.01.6.ENH.gz	0.26	0.4	1.22	0.73	3.6	5.6	17.1	10.2	1.4	1.41	1.48	1.44	19.6	19.7	19.7	19.7	1960-01
1,960	1	17	72	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	9.6	9.6	9.6	9.6	9.6	9.6	9.6	9.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	18	71	1	-1	1	6	8	MSG1_1960.01.6.ENH.gz	9.7	9.7	9.7	9.7	39.8	39.8	39.8	39.8	null	null	null	null	null	null	null	null	1960-01
1,960	1	19	71	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	5.52	7.7	9.13	7.33	28.1	40.2	60.1	44	null	null	null	null	null	null	null	null	1960-01
1,960	1	20	71	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	9.6	9.6	9.6	9.6	39.4	39.4	39.4	39.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	1	70	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	2.1	2.1	2.1	2.1	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	2	70	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	1	1	1	1	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	15	70	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	8	8	8	8	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	16	70	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	5.71	7.85	8.2	7	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	17	70	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	4	6.2	8.23	6.07	19.5	59.6	103.1	62.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	19	70	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	3.73	5.85	8.86	6.17	28.8	72.6	103.6	69.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	21	70	1	-1	1	6	1	MSG1_1960.01.6.ENH.gz	6.7	6.7	6.7	6.7	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	340	70	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	1	1	1	1	5	5	5	5	null	null	null	null	null	null	null	null	1960-01
1,960	1	352	70	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	4	4	4	4	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	354	70	1	-1	1	6	14	MSG1_1960.01.6.ENH.gz	2.37	3.15	3.93	3.15	9.6	30.1	50.6	30.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	358	70	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	2.9	3.75	4.6	3.75	21.6	25	28.4	25	null	null	null	null	null	null	null	null	1960-01
1,960	1	0	69	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	2.5	2.5	2.5	2.5	10.3	10.3	10.3	10.3	null	null	null	null	null	null	null	null	1960-01
1,960	1	1	69	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	1.5	1.5	1.5	1.5	6.2	6.2	6.2	6.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	3	69	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	3.85	3.95	4.05	3.95	41.6	44.6	47.6	44.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	4	69	1	-1	1	6	4	MSG1_1960.01.6.ENH.gz	3.5	3.5	3.5	3.5	34.3	34.3	34.3	34.3	null	null	null	null	null	null	null	null	1960-01
1,960	1	5	69	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	3.77	5	6.23	5	17.8	38.2	58.5	38.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	6	69	1	-1	1	6	1	MSG1_1960.01.6.ENH.gz	3.1	3.1	3.1	3.1	8.1	8.1	8.1	8.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	8	69	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	5.5	5.5	5.5	5.5	110	110	110	110	null	null	null	null	null	null	null	null	1960-01
1,960	1	12	69	1	-1	1	6	5	MSG1_1960.01.6.ENH.gz	3.7	3.7	3.7	3.7	9.6	9.6	9.6	9.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	13	69	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	1.91	4.75	7.95	4.84	14.2	29	68.9	39.4	1.22	1.76	2.42	1.82	10	13.5	21.8	15.8	1960-01
1,960	1	14	69	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	2.78	5	7.69	5.09	11.2	26.5	54.2	31.9	2.43	2.43	2.43	2.43	12.4	12.4	12.4	12.4	1960-01
1,960	1	15	69	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	2	4	7.6	4.66	10.9	36.4	68	38.8	1.39	1.8	2.21	1.8	7.7	11.1	14.5	11.1	1960-01
1,960	1	16	69	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	3.08	6.1	8.02	5.86	10.4	35	82.5	42.6	2.06	2.81	3.14	2.68	7.6	18.9	31.4	19.3	1960-01
1,960	1	17	69	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	6.02	8.8	9.88	8.05	23.1	62.2	124.8	71.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	19	69	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	6	6	6	6	54	54	54	54	null	null	null	null	null	null	null	null	1960-01
1,960	1	348	69	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	2.3	2.3	2.3	2.3	11.5	11.5	11.5	11.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	349	69	1	-1	1	6	4	MSG1_1960.01.6.ENH.gz	1.2	1.2	1.2	1.2	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	351	69	1	-1	1	6	8	MSG1_1960.01.6.ENH.gz	1.6	1.6	1.6	1.6	14.4	14.4	14.4	14.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	353	69	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	1.1	1.1	1.1	1.1	13.2	13.2	13.2	13.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	359	69	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	2.2	2.2	2.2	2.2	5.7	5.7	5.7	5.7	null	null	null	null	null	null	null	null	1960-01
1,960	1	2	68	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	1.67	2.05	2.43	2.05	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	3	68	1	-1	1	6	5	MSG1_1960.01.6.ENH.gz	1.2	1.2	1.2	1.2	3.1	3.1	3.1	3.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	4	68	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	3	3	3	3	7.8	7.8	7.8	7.8	null	null	null	null	null	null	null	null	1960-01
1,960	1	5	68	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	2.73	2.8	3.96	3.33	11.2	11.5	40.5	25.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	6	68	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	3.29	5.2	7.11	5.2	34.4	46.4	58.4	46.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	7	68	1	-1	1	6	1	MSG1_1960.01.6.ENH.gz	5.67	6.05	6.43	6.05	14.8	15.7	16.7	15.7	null	null	null	null	null	null	null	null	1960-01
1,960	1	8	68	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	6	6	6	6	24.6	24.6	24.6	24.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	9	68	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	5.9	5.9	5.9	5.9	15.3	15.3	15.3	15.3	null	null	null	null	null	null	null	null	1960-01
1,960	1	10	68	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	4.87	5.25	5.63	5.25	20	21.5	23.1	21.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	11	68	1	-1	1	6	1	MSG1_1960.01.6.ENH.gz	1.4	5.6	8.21	5.02	6.5	22.4	52.2	32	2.23	2.73	3.02	2.54	4.5	13.9	22.4	14.4	1960-01
1,960	1	12	68	1	-1	1	6	1	MSG1_1960.01.6.ENH.gz	2.26	4.85	8	5.13	16.7	31.8	79	44.2	1.75	2.44	3.05	2.41	14.9	24.8	38.3	26	1960-01
1,960	1	13	68	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	0.75	4.75	6.82	4.09	6.3	25	57.1	34.5	0.57	1.88	2.67	1.68	8.4	17.5	22.3	18.4	1960-01
1,960	1	14	68	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	0.37	2.65	3.5	2.23	0.7	7	14.4	8.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	15	68	1	-1	1	6	5	MSG1_1960.01.6.ENH.gz	3.66	3.8	8.71	6.13	9.5	9.9	33.2	21.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	343	68	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	0.55	1.95	3.35	1.95	-0.6	-0.3	-0.1	-0.3	null	null	null	null	null	null	null	null	1960-01
1,960	1	345	68	1	-1	1	6	4	MSG1_1960.01.6.ENH.gz	0.7	0.7	0.7	0.7	3.5	3.5	3.5	3.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	346	68	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	1.2	1.2	1.2	1.2	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	357	68	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	3.5	3.5	3.5	3.5	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	358	68	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	3.5	3.5	3.5	3.5	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	359	68	1	-1	1	6	14	MSG1_1960.01.6.ENH.gz	1.26	1.6	1.94	1.6	5.2	6.6	8	6.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	0	67	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	3.9	3.9	3.9	3.9	16	16	16	16	null	null	null	null	null	null	null	null	1960-01
1,960	1	1	67	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	3.5	3.5	3.5	3.5	14.4	14.4	14.4	14.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	2	67	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	3.83	4.1	4.37	4.1	12.3	13.4	14.6	13.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	5	67	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	6	67	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	1.89	2.55	5.21	3.5	18.5	29.5	53.3	35.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	7	67	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	2.55	3.1	8.78	4.99	22.4	36.8	52.7	44.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	8	67	1	-1	1	6	8	MSG1_1960.01.6.ENH.gz	2.39	3.4	3.95	3.36	22.9	26.1	42.7	33.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	9	67	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	2.71	3.3	3.75	3.22	20.6	24.2	35.8	28.3	null	null	null	null	null	null	null	null	1960-01
1,960	1	10	67	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	1.54	2.5	5.67	3.48	13	21.5	51.4	29	1.04	1.04	1.04	1.04	11.7	11.7	11.7	11.7	1960-01
1,960	1	11	67	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	1.26	3.95	6.07	3.68	3.4	17	26.8	15.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	12	67	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	3.08	3.95	4.65	4.05	9.5	39.4	49.4	36.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	13	67	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	1.4	2.4	3.84	2.56	4.3	21.5	41.3	22.8	null	null	null	null	null	null	null	null	1960-01
1,960	1	14	67	1	-1	1	6	14	MSG1_1960.01.6.ENH.gz	3.16	3.3	3.98	3.57	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	335	67	1	-1	1	6	4	MSG1_1960.01.6.ENH.gz	2.75	4.15	4.78	3.53	7	15.2	44.5	21.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	336	67	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	0.69	4.1	5.14	3.59	1	10.7	15.9	9.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	337	67	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	2	2	2	2	30	30	30	30	null	null	null	null	null	null	null	null	1960-01
1,960	1	339	67	1	-1	1	6	8	MSG1_1960.01.6.ENH.gz	0.2	0.2	0.2	0.2	3	3	3	3	null	null	null	null	null	null	null	null	1960-01
1,960	1	340	67	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	4	4	4	4	0	0	0	0	null	null	null	null	null	null	null	null	1960-01
1,960	1	350	67	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	2.38	2.55	2.72	2.55	20.2	29.1	37.9	29.1	null	null	null	null	null	null	null	null	1960-01
1,960	1	352	67	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	3.3	3.3	3.3	3.3	19.8	19.8	19.8	19.8	null	null	null	null	null	null	null	null	1960-01
1,960	1	353	67	1	-1	1	6	0	MSG1_1960.01.6.ENH.gz	4.3	4.3	4.3	4.3	17.2	17.2	17.2	17.2	null	null	null	null	null	null	null	null	1960-01
1,960	1	355	67	1	-1	1	6	7	MSG1_1960.01.6.ENH.gz	7.5	7.5	7.5	7.5	30	30	30	30	null	null	null	null	null	null	null	null	1960-01
1,960	1	356	67	1	-1	1	6	5	MSG1_1960.01.6.ENH.gz	2.3	2.3	2.3	2.3	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	357	67	1	-1	1	6	10	MSG1_1960.01.6.ENH.gz	1.5	1.5	1.5	1.5	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	358	67	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	2.35	3.75	5.15	3.75	11.1	25.4	39.7	25.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	359	67	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	2.46	4.1	5.74	4.1	30.9	31.6	32.2	31.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	0	66	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	2.8	2.8	2.8	2.8	18.8	18.8	18.8	18.8	null	null	null	null	null	null	null	null	1960-01
1,960	1	1	66	1	-1	1	6	13	MSG1_1960.01.6.ENH.gz	3.99	4.5	5.8	4.92	11.6	17.2	47.4	28.2	2.19	2.55	2.91	2.52	6.2	13.2	23.9	14.5	1960-01
1,960	1	2	66	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	0.5	2.9	6.7	3.47	1.5	21.9	71.3	33.7	1.21	2.37	3.44	2.33	4.2	16.6	38.6	21	1960-01
1,960	1	3	66	1	-1	1	6	12	MSG1_1960.01.6.ENH.gz	4.3	4.3	4.3	4.3	17.6	17.6	17.6	17.6	null	null	null	null	null	null	null	null	1960-01
1,960	1	4	66	1	-1	1	6	3	MSG1_1960.01.6.ENH.gz	3.51	3.95	4.39	3.95	12.2	12.7	13.3	12.7	null	null	null	null	null	null	null	null	1960-01
1,960	1	5	66	1	-1	1	6	11	MSG1_1960.01.6.ENH.gz	1.08	2.1	3.26	2.17	7.6	8.4	20	13.7	null	null	null	null	null	null	null	null	1960-01
1,960	1	6	66	1	-1	1	6	9	MSG1_1960.01.6.ENH.gz	1.77	3.6	5.82	3.74	3.8	14.8	37.6	22.7	null	null	null	null	null	null	null	null	1960-01
1,960	1	7	66	1	-1	1	6	6	MSG1_1960.01.6.ENH.gz	6.6	6.6	6.6	6.6	59.4	59.4	59.4	59.4	null	null	null	null	null	null	null	null	1960-01
1,960	1	8	66	1	-1	1	6	2	MSG1_1960.01.6.ENH.gz	3.92	4.4	4.54	4.23	29.8	37	49.4	39.5	null	null	null	null	null	null	null	null	1960-01
1,960	1	9	66	1	-1	1	6	14	MSG1_1960.01.6.ENH.gz	1.62	4	7.09	4.52	10.1	32	92	44.3	1.78	1.87	1.95	1.87	15.2	17	18.9	17	1960-01

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International Comprehensive Ocean‑Atmosphere Data Set (ICOADS) - Group 6

The International Comprehensive Ocean‑Atmosphere Data Set (ICOADS) is the world’s most comprehensive and publicly accessible archive of surface marine meteorological and oceanographic observations, spanning from the 17th century (1662) to the present. It integrates data from ships, buoys, coastal stations, and autonomous platforms, encompassing individual reports of sea surface and air temperatures, winds, pressure, humidity, cloudiness, and related oceanographic variables. ICOADS underpins global climate monitoring, reanalyses, and marine‑atmosphere research, and includes both individual observations and gridded monthly at 1° (since 1960) resolution.

This subset has a time range from 1960 to 2014, with a spatial resolution of 1°×1°.

Summary

sea_air_temp_diff
temp_diff_wind
humidity_deficit
humidity_flux

Each variable includes ten monthly statistics (median, mean, count, standard deviation estimate, mean day-of-month, fraction in daylight, mean location), computed on enhanced 1°×1° grids spanning 1960 to 2014.

Use


from datasets import load_dataset

# Login using e.g. `huggingface-cli login` to access this dataset
ds = load_dataset("leonhard-behr/msg1-enh-icoads-subset-6")

Source data producers

Original observation producers include:

U.S. NOAA / NCEI coordinating ICOADS R3.0
International voluntary platforms: VOS ships, research vessels, buoys, coastal stations

MSG Group 6 statistics are described in ICOADS R3.0 documentation (Freeman et al., 2016)

Homepage of the dataset: https://icoads.noaa.gov

This dataset is a redistribution of NOAA ICOADS data. I am not an original contributor to its creation. I contacted NOAA in advance to confirm that sharing this subset on Hugging Face aligns with their data use guidelines.

Licensing

The ICOADS dataset is released under the CC0 1.0 Universal license, which allows for unrestricted use, modification, and distribution of the data without requiring attribution. For more information on the licensing policy, see the LICENSE_information.txt file in this repository.

Citation

Freeman, E. et al. (2016). ICOADS Release 3.0: A major update to the historical marine climate record. International Journal of Climatology, 37(5), 2211–2232. https://doi.org/10.1002/joc.4775

@article{freeman2017icoads,
  title={ICOADS Release 3.0: a major update to the historical marine climate record},
  author={Freeman, Eric and Woodruff, Scott D. and Lubker, Susan J. and Kent, Elizabeth C. and Angel, Warren E. and Berry, David I. and Brohan, Philip and Eastman, Ryan and Gates, Lillian and Gloeden, Warren and Ji, Zeng-Zhen and Lawrimore, Jay H. and Rayner, Nick A. and Rosencrans, Mike and Smith, Shawn R. and Worley, Steve J.},
  journal={International Journal of Climatology},
  volume={37},
  number={5},
  pages={2211--2232},
  year={2017},
  publisher={Wiley Online Library},
  doi={10.1002/joc.4775}
}

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Number of rows:

10,925,043