Datasets:

leonhard-behr
/

msg1-enh-icoads-subset-5

Modalities:

Tabular

Text

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Viewer

Auto-converted to Parquet

Split (1)

train · 11.8M rows

year int32 1.96k 2.01k	month int32 1 12	longitude float64 0 359	latitude float64 -79 89	box_size_degrees float64 1 1	platform_id1 float64 -1 -1	platform_id2 float64 1 1	data_group int32 5 5	checksum int32 0 14	source_file stringclasses 660 values	cloud_coverage_tercile1 float64 0 8 ⌀	cloud_coverage_median float64 0 8 ⌀	cloud_coverage_tercile3 float64 0 8 ⌀	cloud_coverage_mean float64 0 8 ⌀	rainfall_amount_tercile1 float64 3.5 100 ⌀	rainfall_amount_median float64 3.6 100 ⌀	rainfall_amount_tercile3 float64 3.6 100 ⌀	rainfall_amount_mean float64 3.6 100 ⌀	wind_stress_u_tercile1 float64 -1,753.7 1.98k ⌀	wind_stress_u_median float64 -1,753.7 1.98k ⌀	wind_stress_u_tercile3 float64 -1,753.7 1.98k ⌀	wind_stress_u_mean float64 -1,753.7 1.98k ⌀	wind_stress_v_tercile1 float64 -1,483.1 1.67k ⌀	wind_stress_v_median float64 -1,483.1 1.67k ⌀	wind_stress_v_tercile3 float64 -1,483.1 1.67k ⌀	wind_stress_v_mean float64 -1,483.1 1.67k ⌀	date_string stringdate 1960-01-01 00:00:00 2014-12-01 00:00:00
1,960	1	186	77	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	0	6	8	4.9	null	null	null	null	-6.1	0	0	-4.4	-0.6	3.7	33.5	11.4	1960-01
1,960	1	187	77	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	0	7	8	4.3	null	null	null	null	-16.7	0	17.3	-0.3	-19.9	0	14.8	-2.1	1960-01
1,960	1	188	77	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	0	3	8	4.1	null	null	null	null	-1.3	0	7.9	0.9	-36	-23.8	-6.3	-23.3	1960-01
1,960	1	189	77	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	0	0	0	0	null	null	null	null	-6.2	-1.5	11.1	2.1	-14.8	-8.3	-4	-8.2	1960-01
1,960	1	190	77	1	-1	1	5	6	MSG1_1960.01.5.ENH.gz	2	6	8	5	null	null	null	null	-35.6	-1.3	24	-5.4	-16.8	1	18.4	0.9	1960-01
1,960	1	191	77	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	0	0	8	2.2	null	null	null	null	2.5	9.7	31.7	15.9	-28.1	-6.3	0	-10	1960-01
1,960	1	192	77	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	0	0	0	0.1	null	null	null	null	0	0	6.3	2.4	-16.8	-15.6	-9.4	-13.8	1960-01
1,960	1	16	76	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-92.7	-92.7	-92.7	-92.7	-77.8	-77.8	-77.8	-77.8	1960-01
1,960	1	17	76	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-76.6	-76.6	-76.6	-76.6	-64.3	-64.3	-64.3	-64.3	1960-01
1,960	1	14	75	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	5.8	8	8	7	83.2	84.5	86.9	85.1	-98.8	-64.3	75.8	-30.5	-271.6	-150.1	4.7	-135.3	1960-01
1,960	1	15	75	1	-1	1	5	7	MSG1_1960.01.5.ENH.gz	5	8	8	7	71.6	80.7	89.1	79.9	-113.7	-16.8	49.9	-32.7	-135.3	-16.8	137.4	-8.4	1960-01
1,960	1	16	75	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	4.5	8	8	6.8	64.5	78.5	85.8	76.2	-96.1	-2	81	-6.5	-158.8	-22.5	8.7	-60.1	1960-01
1,960	1	17	75	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	8	8	8	7.6	79	79	79	79	-92.9	28.7	80.7	-1.9	-92.9	-41.7	8.4	-31.4	1960-01
1,960	1	18	75	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-160.6	-150.1	-28.4	-97	-166.8	-126	-43.5	-77	1960-01
1,960	1	15	74	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	5.2	8	8	6.9	60.3	69.3	78.2	69.3	-77.1	-19.6	17.1	-47	-27.2	6.8	27.7	2.6	1960-01
1,960	1	16	74	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	4.9	7	8	6.3	68.1	80.5	91	79.9	-87.1	-13.5	0	-31.7	0	24.2	49	23.5	1960-01
1,960	1	17	74	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	3	5	8	5.5	null	null	null	null	-44.2	-6.4	54.7	-5.4	-13.2	0	35.6	10.3	1960-01
1,960	1	18	74	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	7.2	7.5	7.8	7.5	null	null	null	null	38.1	38.1	38.1	38.1	45.4	45.4	45.4	45.4	1960-01
1,960	1	19	74	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	42.2	42.2	42.2	42.2	-15.4	-15.4	-15.4	-15.4	1960-01
1,960	1	22	74	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-24.9	-14.8	-4.7	-14.8	-85.7	-83.9	-82.1	-83.9	1960-01
1,960	1	13	73	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-27.7	-27.7	-27.7	-27.7	76.1	76.1	76.1	76.1	1960-01
1,960	1	14	73	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	67	67	67	67	184.2	184.2	184.2	184.2	1960-01
1,960	1	15	73	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-223.6	-153.9	-84.2	-153.9	22.6	71.1	119.6	71.1	1960-01
1,960	1	16	73	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	6.2	7	8	6.8	null	null	null	null	-57.7	3.3	65.9	-13.8	-0.7	31	184.2	79.2	1960-01
1,960	1	17	73	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	3.3	4	5.4	4.3	null	null	null	null	-18.5	-13.6	-8.7	-13.6	-3.5	-3	-2.5	-3	1960-01
1,960	1	18	73	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	3.6	7	8	6	null	null	null	null	-42.3	7.4	39.2	-1.1	-34.7	1.2	23.8	-5.2	1960-01
1,960	1	19	73	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	3.6	7	8	6.2	73.6	73.6	73.6	73.6	-94	-21.8	37.6	-31.5	-55.9	-15.4	25.7	-16.5	1960-01
1,960	1	20	73	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	3.3	7.5	8	5.8	null	null	null	null	-81.3	-34.4	-18.8	-45.3	-48.5	-29.6	-18.7	-34.1	1960-01
1,960	1	22	73	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	3	3	3	3	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	23	73	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	7.2	7.5	7.8	7.5	null	null	null	null	-29.6	-29.6	-29.6	-29.6	-81.3	-81.3	-81.3	-81.3	1960-01
1,960	1	24	73	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	-29.6	-29.6	-29.6	-29.6	-81.3	-81.3	-81.3	-81.3	1960-01
1,960	1	80	73	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-13.4	-5.8	-3.5	-8.3	4.4	15	36.9	21.1	1960-01
1,960	1	12	72	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	57.8	57.8	57.8	57.8	158.8	158.8	158.8	158.8	1960-01
1,960	1	14	72	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	0	0	0	0	21.2	21.2	21.2	21.2	1960-01
1,960	1	15	72	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	6	8	8	7.3	70	72.9	78.1	74	-36.4	-7.7	56.3	-3.1	-90.8	-19.8	148.8	-5.2	1960-01
1,960	1	16	72	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	6.6	8	8	7.5	null	null	null	null	-127.2	-33.8	0	-54.8	-74.1	-49.3	9	-33.2	1960-01
1,960	1	17	72	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-55.9	-33.5	-11.2	-33.5	-46.9	-28.1	-9.4	-28.1	1960-01
1,960	1	18	72	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	-8.6	-8.6	-8.6	-8.6	-23.5	-23.5	-23.5	-23.5	1960-01
1,960	1	24	72	1	-1	1	5	3	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	2.3	2.3	2.3	2.3	6.4	6.4	6.4	6.4	1960-01
1,960	1	26	72	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	3.1	7	7.9	5.5	null	null	null	null	-14.5	0	7.2	-16.1	1	20.5	44.6	25.1	1960-01
1,960	1	27	72	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	3	7	7	5.9	null	null	null	null	-39.2	-3.1	7.5	-24.4	-18.3	-0.9	18.3	-1.3	1960-01
1,960	1	28	72	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	6	7	8	6.6	null	null	null	null	-143.6	-78.1	-14.3	-78	-73.8	-29.6	15.9	-34.8	1960-01
1,960	1	29	72	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	6	7	8	6.9	null	null	null	null	-3.2	11.4	44.9	16.2	0	31.7	52.7	32.1	1960-01
1,960	1	30	72	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	-7.2	-7.2	-7.2	-7.2	-19.9	-19.9	-19.9	-19.9	1960-01
1,960	1	31	72	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	233.6	233.6	233.6	233.6	41.2	41.2	41.2	41.2	1960-01
1,960	1	333	72	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	3.3	4	4.7	4	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	9	71	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	289	289	289	289	0	0	0	0	1960-01
1,960	1	11	71	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	126	126	126	126	150.1	150.1	150.1	150.1	1960-01
1,960	1	14	71	1	-1	1	5	3	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-207.7	-144.5	-81.2	-144.5	22.6	71.1	119.6	71.1	1960-01
1,960	1	16	71	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	4.5	5.5	6.5	5.5	null	null	null	null	-66.3	-66.3	-66.3	-66.3	-55.6	-55.6	-55.6	-55.6	1960-01
1,960	1	18	71	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-5.7	-5.7	-5.7	-5.7	-15.8	-15.8	-15.8	-15.8	1960-01
1,960	1	19	71	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	7	7	7.7	7.3	null	null	null	null	-35.2	-2.9	13.1	-10.7	-34.8	-12.4	-4.3	-19.2	1960-01
1,960	1	20	71	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-5.7	-5.7	-5.7	-5.7	-15.8	-15.8	-15.8	-15.8	1960-01
1,960	1	21	71	1	-1	1	5	2	MSG1_1960.01.5.ENH.gz	3	3	3	3	null	null	null	null	-55.6	-55.6	-55.6	-55.6	-66.3	-66.3	-66.3	-66.3	1960-01
1,960	1	22	71	1	-1	1	5	7	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	-5.5	-3.6	-1.8	-3.6	-2	-1.3	-0.7	-1.3	1960-01
1,960	1	23	71	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	3	3	3	3	null	null	null	null	7.2	7.2	7.2	7.2	19.9	19.9	19.9	19.9	1960-01
1,960	1	25	71	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	21.2	21.2	21.2	21.2	0	0	0	0	1960-01
1,960	1	26	71	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-124.7	-72.3	-20	-72.3	-22.9	-15.7	-8.5	-15.7	1960-01
1,960	1	27	71	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	5.3	6	6.7	6	null	null	null	null	46.4	100.8	155.2	100.8	-263	-156.3	-49.6	-156.3	1960-01
1,960	1	28	71	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	3.6	7	8	5.9	null	null	null	null	-28	-20.8	-16.7	-18.8	-19.2	-3.7	-0.4	-5.6	1960-01
1,960	1	29	71	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	3.9	7	7	5.5	null	null	null	null	-17.4	-3.2	10.6	-3.4	-18.1	-6.3	10.2	-4.1	1960-01
1,960	1	30	71	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	4.8	6	8	6	null	null	null	null	-61.1	-7.2	8.3	-27.9	-19.9	-7.8	72.5	23.9	1960-01
1,960	1	31	71	1	-1	1	5	0	MSG1_1960.01.5.ENH.gz	2.6	6	7.4	5	null	null	null	null	103.8	232	316.3	210.6	-208.7	-62.7	-25.2	-115.7	1960-01
1,960	1	32	71	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	60.6	97.8	135.1	97.8	-164.7	-128.3	-91.8	-128.3	1960-01
1,960	1	34	71	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	6	8	8	6.8	null	null	null	null	52.6	89.3	257.5	143.8	65.5	165.4	292.9	182	1960-01
1,960	1	214	71	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	0	0	8	2.6	null	null	null	null	null	null	null	null	null	null	null	null	1960-01
1,960	1	352	71	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-5.8	-5.8	-5.8	-5.8	6.9	6.9	6.9	6.9	1960-01
1,960	1	7	70	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	7.2	7.5	7.8	7.5	null	null	null	null	5.7	18	30.3	18	0	0	0	0	1960-01
1,960	1	8	70	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	67	67	67	67	-184.2	-184.2	-184.2	-184.2	1960-01
1,960	1	9	70	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	3	3	3	3	null	null	null	null	-9	-9	-9	-9	0	0	0	0	1960-01
1,960	1	12	70	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	12.9	40.6	68.2	40.6	35.4	111.4	187.5	111.4	1960-01
1,960	1	15	70	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	4	6	7.4	5.7	null	null	null	null	-23.2	-13.8	-4.4	-13.8	-19.5	-11.6	-3.7	-11.6	1960-01
1,960	1	16	70	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	2	6	7	5.1	null	null	null	null	-61.1	-19.4	18	-21.4	-29.2	-25.6	-10.7	-20.2	1960-01
1,960	1	17	70	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	3	7	8	5.8	null	null	null	null	-81.3	-4.4	47.1	-10.1	-116.9	-14.3	16.2	-40.2	1960-01
1,960	1	18	70	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	6.5	7.5	8	7.3	null	null	null	null	-22.9	17.7	80.8	28.4	-23.8	-7.7	50.9	12.6	1960-01
1,960	1	19	70	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	2.7	6	8	5.1	null	null	null	null	-93.7	7.2	39.9	-9	-38.9	0	31.6	-4.6	1960-01
1,960	1	20	70	1	-1	1	5	5	MSG1_1960.01.5.ENH.gz	5	6	7	6	null	null	null	null	-42.7	-13.4	17	-13	-16	-6.8	8.6	-4.4	1960-01
1,960	1	26	70	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	16.2	16.2	16.2	16.2	-13.6	-13.6	-13.6	-13.6	1960-01
1,960	1	32	70	1	-1	1	5	6	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	74.9	74.9	74.9	74.9	43.2	43.2	43.2	43.2	1960-01
1,960	1	33	70	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	85.2	85.2	85.2	85.2	-15	-15	-15	-15	1960-01
1,960	1	34	70	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	7	7	7	7	null	null	null	null	38.9	38.9	38.9	38.9	-22.4	-22.4	-22.4	-22.4	1960-01
1,960	1	37	70	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	-3.4	-3.4	-3.4	-3.4	5.9	5.9	5.9	5.9	1960-01
1,960	1	39	70	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	0	0	0	0	44.9	44.9	44.9	44.9	1960-01
1,960	1	40	70	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-246.4	-181.7	-39.7	-144	150.1	152.4	206.8	177.8	1960-01
1,960	1	47	70	1	-1	1	5	6	MSG1_1960.01.5.ENH.gz	6	6	6	6	null	null	null	null	42.2	42.2	42.2	42.2	-15.4	-15.4	-15.4	-15.4	1960-01
1,960	1	340	70	1	-1	1	5	1	MSG1_1960.01.5.ENH.gz	5	5	5	5	null	null	null	null	-25	-25	-25	-25	0	0	0	0	1960-01
1,960	1	352	70	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	0	0	0	0	0	0	0	0	1960-01
1,960	1	354	70	1	-1	1	5	11	MSG1_1960.01.5.ENH.gz	6.9	8	8	7.4	null	null	null	null	0	64.3	209.2	98.5	0	76.6	208.3	104.4	1960-01
1,960	1	358	70	1	-1	1	5	3	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-29.2	-3.7	21.9	-3.7	-2.6	18.4	39.3	18.4	1960-01
1,960	1	0	69	1	-1	1	5	13	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	5.7	5.7	5.7	5.7	-15.8	-15.8	-15.8	-15.8	1960-01
1,960	1	1	69	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	0	0	0	0	-16.8	-16.8	-16.8	-16.8	1960-01
1,960	1	3	69	1	-1	1	5	7	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-53.1	-44.9	-36.7	-44.9	100.7	123.3	145.9	123.3	1960-01
1,960	1	4	69	1	-1	1	5	12	MSG1_1960.01.5.ENH.gz	null	null	null	null	null	null	null	null	-32.8	-32.8	-32.8	-32.8	90.2	90.2	90.2	90.2	1960-01
1,960	1	5	69	1	-1	1	5	10	MSG1_1960.01.5.ENH.gz	4	4	4	4	null	null	null	null	-64.8	-39.5	-14.1	-39.5	-53.1	-29	-4.9	-29	1960-01
1,960	1	6	69	1	-1	1	5	8	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	2.4	7.5	12.6	7.5	-3.5	0.6	4.8	0.6	1960-01
1,960	1	8	69	1	-1	1	5	14	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	-375.9	-375.9	-375.9	-375.9	136.8	136.8	136.8	136.8	1960-01
1,960	1	10	69	1	-1	1	5	7	MSG1_1960.01.5.ENH.gz	8	8	8	8	null	null	null	null	142.2	142.2	142.2	142.2	51.7	51.7	51.7	51.7	1960-01
1,960	1	12	69	1	-1	1	5	6	MSG1_1960.01.5.ENH.gz	4.6	6	7.4	6	null	null	null	null	24.2	76.2	128.3	76.2	23.1	87.5	151.8	87.5	1960-01
1,960	1	13	69	1	-1	1	5	4	MSG1_1960.01.5.ENH.gz	6	8	8	6.9	74.6	92.5	100	87.5	-44.9	-0.5	22.4	-10.4	-95.7	-18.3	20.7	-36.3	1960-01
1,960	1	14	69	1	-1	1	5	9	MSG1_1960.01.5.ENH.gz	2	6	8	5.2	85.9	85.9	85.9	85.9	-43.8	-20.8	40.5	-7.6	-25.9	0	18.9	2.2	1960-01

End of preview. Expand in Data Studio

International Comprehensive Ocean‑Atmosphere Data Set (ICOADS) - Group 5

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

cloud_coverage
rainfall_amount
wind_stress_u
wind_stress_v

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. This dataset is a reupload of the original msg1‑enh‑icoads dataset, repackaged under Group 5 format.

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-5")

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 5 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}
}

Downloads last month: -

Size of downloaded dataset files:

617 MB

Size of the auto-converted Parquet files:

617 MB

Number of rows:

11,846,816