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Datasets:
phanerozoic
/
ww3-ndbc-pairs

Modalities:
Tabular
Text
Formats:
parquet
Size:
1M - 10M
Tags:
ocean-waves
noaa
wavewatch-iii
buoys
regression
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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station
large_stringclasses
181 values
lat
float64
-19.62
60.6
lon
float64
-177.58
179
time
large_stringlengths
13
13
month
int64
1
12
hour
int64
0
23
m_hs
float64
0
14.6
m_wspd
float64
0
42.9
m_wdir
float64
0
360
p1_hs
float64
0
14.6
p1_tp
float64
0
25.3
p1_dir
float64
0
360
p2_hs
float64
0
14.6
p2_tp
float64
0
24.2
p2_dir
float64
0
360
p3_hs
float64
0
7.01
p3_tp
float64
0
28
p3_dir
float64
0
360
o_hs
float64
-999
17.2
o_dpd
float64
2
28.6
⌀
o_mwd
float64
0
360
⌀
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2015-08-01T00
8
0
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8
123
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107.2
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217
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2015-08-01T01
8
1
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124
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15.5
215.21
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5.97
114.76
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212
32012
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2015-08-01T02
8
2
2.9
8.3
124
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202.28
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1.37
5.92
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14.81
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2015-08-01T03
8
3
2.9
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124
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215.18
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114.21
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16
215
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2015-08-01T04
8
4
2.9
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122
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221
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2015-08-01T05
8
5
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119
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5.88
113.61
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16
225
32012
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2015-08-01T06
8
6
2.9
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117
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222
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2015-08-01T07
8
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117
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5.91
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204
32012
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2015-08-01T08
8
8
2.8
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117
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215.25
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111.55
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14.81
186
32012
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2015-08-01T09
8
9
2.8
8.6
117
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15.29
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215.27
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5.99
110.87
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2015-08-01T10
8
10
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116
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211
32012
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2015-08-01T11
8
11
2.8
8.6
115
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6.08
109.23
2.69
14.81
218
32012
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2015-08-01T12
8
12
2.7
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114
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215.34
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6.14
108.34
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14.81
213
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2015-08-01T13
8
13
2.7
8.5
113
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215.36
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6.2
107.44
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14.81
216
32012
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2015-08-01T14
8
14
2.7
8.4
112
2.7
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2.25
15.19
215.38
1.5
6.23
106.49
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14.81
220
32012
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2015-08-01T15
8
15
2.7
8.4
111
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189
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2015-08-01T16
8
16
2.7
8.3
110
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15.14
192.87
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15.14
215.38
1.49
6.31
104.78
2.58
14.81
226
32012
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2015-08-01T17
8
17
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110
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103.77
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215
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2015-08-01T18
8
18
2.6
8.1
109
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192.39
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15.1
215.26
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6.36
102.96
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14.81
220
32012
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2015-08-01T19
8
19
2.6
8
109
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192.46
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15.08
215.12
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6.38
102.28
2.66
14.81
206
32012
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2015-08-01T20
8
20
2.6
7.9
109
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15.09
192.74
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214.92
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14.81
229
32012
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2015-08-01T21
8
21
2.6
7.7
109
2.6
15.1
193.22
2.17
15.1
214.59
1.43
6.4
101.21
2.64
13.79
208
32012
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2015-08-01T22
8
22
2.6
8
111
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15.1
193.71
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15.1
214.18
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6.41
100.93
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13.79
221
32012
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2015-08-01T23
8
23
2.6
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113
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194.13
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15.08
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1.41
6.41
101.09
2.59
14.81
209
32012
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2015-08-02T00
8
0
2.7
8.4
115
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194.49
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15.05
213.12
1.41
6.4
101.51
2.51
12.12
207
32012
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2015-08-02T01
8
1
2.7
8.3
113
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14.98
194.93
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14.98
212.55
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6.36
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201
32012
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2015-08-02T02
8
2
2.8
8.3
111
2.8
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2.42
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212
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6.33
101.9
2.45
14.81
210
32012
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2015-08-02T03
8
3
2.9
8.2
109
2.86
14.85
195.98
2.49
14.85
211.52
1.4
6.3
101.72
2.63
14.81
207
32012
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2015-08-02T04
8
4
2.9
8.2
109
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196.49
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211.1
1.4
6.27
101.46
2.78
12.9
215
32012
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2015-08-02T05
8
5
3
8.1
108
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14.76
196.95
2.62
14.76
210.78
1.4
6.24
101.23
2.92
14.81
205
32012
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2015-08-02T06
8
6
3
8.1
107
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14.74
197.35
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210.53
1.39
6.21
101.01
3.06
16
220
32012
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2015-08-02T07
8
7
3.1
8.1
107
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14.74
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2.72
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210.34
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6.18
100.78
2.65
14.81
234
32012
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2015-08-02T08
8
8
3.1
8.1
106
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14.74
197.88
2.77
14.74
210.19
1.39
6.17
100.56
2.71
14.81
197
32012
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2015-08-02T09
8
9
3.1
8.1
106
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14.75
198.03
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210.07
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6.16
100.34
2.68
13.79
203
32012
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2015-08-02T10
8
10
3.2
8.1
105
3.15
14.75
198.13
2.83
14.75
209.97
1.39
6.16
100.12
2.85
16
223
32012
-19.62
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2015-08-02T11
8
11
3.2
8
105
3.17
14.74
198.2
2.85
14.74
209.85
1.39
6.17
99.87
2.91
16
221
32012
-19.62
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2015-08-02T12
8
12
3.2
7.9
105
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14.73
198.25
2.87
14.73
209.72
1.39
6.18
99.59
3.07
14.81
210
32012
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2015-08-02T13
8
13
3.2
8.1
103
3.21
14.71
198.19
2.89
14.71
209.57
1.39
6.23
99.23
2.76
14.81
211
32012
-19.62
-85.38
2015-08-02T14
8
14
3.2
8.2
102
3.23
14.69
198
2.91
14.69
209.4
1.4
6.24
98.99
3.06
16
208
32012
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2015-08-02T15
8
15
3.2
8.4
101
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14.68
197.7
2.92
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209.21
1.41
6.26
98.74
3.28
14.81
210
32012
-19.62
-85.38
2015-08-02T16
8
16
3.3
8.3
98
3.26
14.69
197.42
2.93
14.69
208.99
1.42
6.27
98.32
3.54
14.81
220
32012
-19.62
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2015-08-02T17
8
17
3.3
8.1
95
3.27
14.73
197.23
2.95
14.73
208.78
1.43
6.27
97.71
3.5
16
227
32012
-19.62
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2015-08-02T18
8
18
3.3
8
92
3.28
14.81
197.09
2.95
14.81
208.55
1.42
6.28
97.06
3.19
16
209
32012
-19.62
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2015-08-02T19
8
19
3.3
7.8
92
3.28
14.98
197.03
2.96
14.98
208.32
1.42
6.3
96.59
3.29
16
212
32012
-19.62
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2015-08-02T20
8
20
3.3
7.5
93
3.28
15.71
197.03
2.97
15.71
208.07
1.41
6.31
96.31
3.18
16
205
32012
-19.62
-85.38
2015-08-02T21
8
21
3.3
7.3
94
3.28
15.77
197.06
2.97
15.77
207.81
1.39
6.33
96.16
3.44
16
211
32012
-19.62
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2015-08-02T22
8
22
3.3
7.4
97
3.28
15.71
197.03
2.98
15.71
207.55
1.38
6.34
96.23
3.38
17.39
200
32012
-19.62
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2015-08-02T23
8
23
3.3
7.5
101
3.29
15.63
196.91
2.99
15.63
207.27
1.37
6.35
96.57
3.69
16
204
32012
-19.62
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2015-08-03T00
8
0
3.3
7.7
104
3.29
15.56
196.72
3
15.56
206.98
1.36
6.35
97.19
3.55
16
208
32012
-19.62
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2015-08-03T01
8
1
3.3
7.8
105
3.3
15.49
196.47
3.01
15.49
206.63
1.36
6.36
97.68
3.62
16
214
32012
-19.62
-85.38
2015-08-03T02
8
2
3.3
7.9
106
3.31
15.44
196.16
3.02
15.44
206.28
1.36
6.34
98.41
3.68
16
206
32012
-19.62
-85.38
2015-08-03T03
8
3
3.3
8.1
107
3.32
15.38
195.77
3.03
15.38
205.88
1.36
6.33
99.04
3.45
16
203
32012
-19.62
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2015-08-03T04
8
4
3.3
8.3
105
3.33
15.33
195.28
3.04
15.33
205.46
1.37
6.32
99.51
3.74
16
202
32012
-19.62
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2015-08-03T05
8
5
3.3
8.4
103
3.35
15.28
194.68
3.05
15.28
205.02
1.38
6.29
99.72
3.71
16
202
32012
-19.62
-85.38
2015-08-03T06
8
6
3.4
8.6
102
3.36
15.22
193.98
3.05
15.22
204.57
1.4
6.28
99.54
2.91
16
213
32012
-19.62
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2015-08-03T07
8
7
3.4
8.4
98
3.37
15.17
193.36
2.84
15.17
206.4
1.41
6.26
99.23
3.12
16
208
32012
-19.62
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2015-08-03T08
8
8
3.4
8.1
95
3.37
15.12
192.88
2.83
15.12
206.04
1.42
6.24
98.63
3.14
12.9
211
32012
-19.62
-85.38
2015-08-03T09
8
9
3.4
7.9
92
3.37
15.06
192.49
2.81
15.06
205.75
1.42
6.24
97.92
3.18
14.81
212
32012
-19.62
-85.38
2015-08-03T10
8
10
3.4
7.7
92
3.36
14.99
192.16
3.04
14.99
202.97
1.42
6.22
97.49
3.39
16
190
32012
-19.62
-85.38
2015-08-03T11
8
11
3.3
7.4
92
3.34
14.93
191.88
3.03
14.93
202.63
1.41
6.25
96.97
3.53
14.81
197
32012
-19.62
-85.38
2015-08-03T12
8
12
3.3
7.2
91
3.32
14.89
191.62
3.02
14.89
202.32
1.4
6.28
96.62
3.46
14.81
206
32012
-19.62
-85.38
2015-08-03T13
8
13
3.3
6.9
91
3.3
14.87
191.41
3
14.87
202.03
1.38
6.31
96.35
3.12
16
195
32012
-19.62
-85.38
2015-08-03T14
8
14
3.3
6.5
91
3.28
14.86
191.25
2.98
14.86
201.77
1.37
6.34
96.13
3.25
14.81
202
32012
-19.62
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2015-08-03T15
8
15
3.2
6.2
91
3.25
14.86
191.1
2.95
14.86
201.53
1.35
6.37
96
3.43
17.39
201
32012
-19.62
-85.38
2015-08-03T16
8
16
3.2
5.8
88
3.22
14.86
190.99
2.93
14.86
201.31
1.33
6.41
95.84
3.31
16
191
32012
-19.62
-85.38
2015-08-03T17
8
17
3.2
5.5
84
3.19
14.85
190.9
2.9
14.85
201.11
1.32
6.44
95.77
3.52
14.81
209
32012
-19.62
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2015-08-03T18
8
18
3.2
5.1
81
3.15
14.84
190.83
2.88
14.84
200.93
1.3
6.46
95.65
3.34
16
195
32012
-19.62
-85.38
2015-08-03T19
8
19
3.1
4.8
85
3.12
14.83
190.78
2.85
14.83
200.76
1.28
6.48
95.73
3.79
14.81
192
32012
-19.62
-85.38
2015-08-03T20
8
20
3.1
4.5
88
3.08
14.81
190.73
2.82
14.81
200.61
1.26
6.5
95.82
3.59
14.81
201
32012
-19.62
-85.38
2015-08-03T21
8
21
3
4.2
91
3.05
14.78
190.71
2.78
14.78
200.47
1.23
6.52
95.85
3.85
14.81
202
32012
-19.62
-85.38
2015-08-03T22
8
22
3
4.3
103
3.01
14.76
190.69
2.75
14.76
200.34
1.21
6.54
96.15
3.69
16
198
32012
-19.62
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2015-08-03T23
8
23
3
4.4
115
2.97
14.73
190.67
2.72
14.73
200.23
1.19
6.55
96.62
3.32
16
208
32012
-19.62
-85.38
2015-08-04T00
8
0
2.9
4.5
127
2.93
14.71
190.66
2.68
14.71
200.1
1.17
6.56
97.06
2.81
14.81
204
32012
-19.62
-85.38
2015-08-04T01
8
1
2.9
4.6
126
2.88
14.69
190.65
2.65
14.69
200.01
1.14
6.56
97.73
3.04
13.79
200
32012
-19.62
-85.38
2015-08-04T02
8
2
2.8
4.6
125
2.84
14.66
190.64
2.61
14.66
199.93
1.12
6.57
98.32
2.88
16
195
32012
-19.62
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2015-08-04T03
8
3
2.8
4.6
123
2.79
14.62
190.63
2.57
14.62
199.86
1.1
6.56
98.87
3.03
14.81
205
32012
-19.62
-85.38
2015-08-04T04
8
4
2.7
4.5
113
2.74
14.57
190.6
2.52
14.57
199.79
1.08
6.56
99.2
2.61
14.81
207
32012
-19.62
-85.38
2015-08-04T05
8
5
2.7
4.4
102
2.69
14.52
190.56
2.48
14.52
199.74
1.06
6.55
99.35
2.78
13.79
201
32012
-19.62
-85.38
2015-08-04T06
8
6
2.6
4.3
92
2.64
14.46
190.52
2.43
14.46
199.7
1.04
6.55
99.32
2.71
14.81
204
32012
-19.62
-85.38
2015-08-04T07
8
7
2.6
4.1
91
2.59
14.41
190.49
2.38
14.41
199.66
1.02
6.54
99.26
2.46
14.81
197
32012
-19.62
-85.38
2015-08-04T08
8
8
2.5
4
90
2.53
14.36
190.47
2.33
14.36
199.63
0.99
6.52
99.25
2.76
14.81
193
32012
-19.62
-85.38
2015-08-04T09
8
9
2.5
3.8
89
2.48
14.32
190.45
2.28
14.32
199.6
0.97
6.51
99.25
2.29
13.79
203
32012
-19.62
-85.38
2015-08-04T10
8
10
2.4
3.7
84
2.42
14.27
190.43
2.23
14.27
199.57
0.95
6.49
99.26
2.45
14.81
192
32012
-19.62
-85.38
2015-08-04T11
8
11
2.4
3.5
79
2.37
14.23
190.42
2.18
14.23
199.41
0.92
6.49
98.82
2.25
14.81
193
32012
-19.62
-85.38
2015-08-04T12
8
12
2.3
3.4
74
2.31
14.19
190.39
2.13
14.19
199.39
0.9
6.47
98.78
2.41
14.81
194
32012
-19.62
-85.38
2015-08-04T13
8
13
2.3
3.4
74
2.26
14.13
190.37
2.08
14.13
199.37
0.88
6.45
98.75
2.26
14.81
198
32012
-19.62
-85.38
2015-08-04T14
8
14
2.2
3.5
74
2.21
14.06
190.34
2.03
14.06
199.36
0.86
6.43
98.73
2.1
14.81
203
32012
-19.62
-85.38
2015-08-04T15
8
15
2.2
3.5
75
2.15
13.93
190.33
1.98
13.93
199.38
0.84
6.4
98.71
2.17
13.79
192
32012
-19.62
-85.38
2015-08-04T16
8
16
2.1
2.7
83
2.1
13.82
190.36
1.93
13.82
199.39
0.82
6.39
98.37
2.29
13.79
198
32012
-19.62
-85.38
2015-08-04T17
8
17
2.1
1.9
91
2.05
13.73
190.46
1.88
13.73
199.37
0.8
6.36
98.47
2.39
13.79
200
32012
-19.62
-85.38
2015-08-04T18
8
18
2
1.2
99
2
13.65
190.59
1.84
13.66
199.44
0.78
6.32
98.57
2.26
13.79
199
32012
-19.62
-85.38
2015-08-04T19
8
19
2
0.9
85
1.95
13.59
190.69
1.79
13.6
199.69
0.76
6.29
98.91
2.08
12.9
193
32012
-19.62
-85.38
2015-08-04T20
8
20
1.9
0.5
66
1.89
13.54
191.2
1.75
13.55
199.85
0.73
6.26
98.51
2.34
13.79
194
32012
-19.62
-85.38
2015-08-04T21
8
21
1.8
0.3
31
1.83
13.5
192.09
1.7
13.51
200.04
0.68
6.22
98.54
2.24
13.79
207
32012
-19.62
-85.38
2015-08-04T22
8
22
1.8
0.4
112
1.8
13.46
192.59
1.67
13.46
200.27
0.66
6.19
99.44
2.09
14.81
218
32012
-19.62
-85.38
2015-08-04T23
8
23
1.8
1.4
178
1.77
13.42
192.87
1.63
13.43
200.16
0.66
6.15
102.07
1.91
13.79
199
32012
-19.62
-85.38
2015-08-05T00
8
0
1.7
2.8
203
1.74
13.37
193.34
1.6
13.39
200.29
0.65
6.13
104.85
1.82
13.79
188
32012
-19.62
-85.38
2015-08-05T01
8
1
1.7
3.1
200
1.71
13.32
193.87
1.57
13.33
200.54
0.64
6.1
107.91
1.67
13.79
207
32012
-19.62
-85.38
2015-08-05T02
8
2
1.7
3.4
198
1.68
13.25
194.3
1.53
13.27
200.69
0.63
6.08
109.96
1.83
13.79
199
32012
-19.62
-85.38
2015-08-05T03
8
3
1.7
3.7
196
1.65
13.16
194.75
1.5
13.18
200.94
0.63
6.06
113.38
1.43
13.79
219
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WW3 Hindcast / NDBC Observation Pairs

3,932,382 matched station-hours pairing NOAA WAVEWATCH III multi_1 production hindcast point output with NDBC buoy observations, August 2015 - May 2019, 181 stations. One parquet file.

Columns: station, lat, lon, time (UTC hour), month, hour; model state m_hs, m_wspd, m_wdir and top-3 swell partitions p{1,2,3}_{hs,tp,dir} (direction = meteorological, degrees from); observed o_hs, o_dpd, o_mwd from NDBC historical standard meteorological records.

Built from public-domain NOAA sources (multi_1 point archive and the NDBC historical archive). Suitable for model-output-statistics, bias-correction, and wave-forecast benchmarking tasks. A baseline LightGBM corrector trained on this table: https://huggingface.co/phanerozoic/truesea
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Number of rows:
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Total file size:
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