DATE
stringclasses
365 values
MST
stringclasses
85 values
Global_horizontal_irradiance
float32
0.41
1.41k
Direct_normal_irradiance
float32
0
1.08k
Diffuse_horizontal_irradiance
float32
0.09
873
Air_temperature
float32
-22.7
35.2
Rel_humidity
float32
3.6
91.9
Avg_wind_speed
float32
0
28.4
Avg_wind_direction
float32
0
360
Pressure
float32
790
831
Precipitation
float32
0
0.26
Zenith_angle
float32
16.3
86.9
Azimuth_angle
float32
45
297
Raw_images
imagewidth (px)
288
288
Processed_images
imagewidth (px)
288
288
1/1/2021
07:50
14.9949
3.13887
14.7837
-3.1
50.450001
2.4
285
817.099976
0
86.199997
124.199997
1/1/2021
08:00
18.3344
0
18.3344
-3.3
51.5
3.95
297
817.200012
0
84.599998
125.800003
1/1/2021
08:10
21.249399
1.43974
21.0758
-3.15
51.799999
4.35
292.5
817.5
0
83.099998
127.599998
1/1/2021
08:20
58.326099
0.024705
58.322498
-2.7
50.75
4.25
283
817.700012
0
81.599998
129.300003
1/1/2021
08:30
96.082397
0
96.082397
-2.3
49.25
3.65
270.5
817.799988
0
80.199997
131.100006
1/1/2021
08:40
129.748993
0.148079
129.720001
-2.15
49.349998
3.65
288
817.900024
0
78.739998
132.899994
1/1/2021
08:50
147.643005
0
147.643005
-1.6
48.950001
3.1
281.5
818.099976
0
77.370003
134.800003
1/1/2021
09:00
69.276802
2.20925
68.743599
-1.5
49.200001
3.5
285.5
818.200012
0
76.029999
136.699997
1/1/2021
09:10
102.120003
0
102.120003
-1.4
47.5
3.6
277
818.400024
0
74.739998
138.699997
1/1/2021
09:20
96.9105
0
96.9105
-1.2
48.650002
3.2
275.5
818.400024
0
73.5
140.699997
1/1/2021
09:30
91.335503
0
91.335503
-1.1
48.450001
2.85
272.5
818.5
0
72.32
142.800003
1/1/2021
09:40
105.398003
0
105.398003
-0.9
49.099998
1.75
280
818.599976
0
71.18
144.899994
1/1/2021
09:50
144.093002
0.224546
144.016998
-0.7
47.549999
1.95
268.5
818.599976
0
70.110001
147
1/1/2021
10:00
196.507004
0
196.507004
-0.45
47.450001
2.05
259
818.400024
0
69.099998
149.300003
1/1/2021
10:10
206.464996
0
206.464996
-0.1
47.5
1.6
255
818.299988
0
68.150002
151.5
1/1/2021
10:20
233.414993
0
233.414993
0.1
46.549999
2.2
262.5
818.200012
0
67.269997
153.800003
1/1/2021
10:30
262.036987
0
262.036987
0.3
46.200001
1.35
275
818.099976
0
66.449997
156.100006
1/1/2021
10:40
284.013
0
284.013
0.85
45.900002
1
224
818.099976
0
65.709999
158.5
1/1/2021
10:50
316.618988
9.57131
312.579987
1.2
45.900002
0.25
126
817.799988
0
65.050003
160.899994
1/1/2021
11:00
336.285004
5.17161
334.054993
1.55
44.400002
0.8
79
817.599976
0
64.459999
163.399994
1/1/2021
11:10
261.263
0
261.263
1.7
44.049999
1.1
111
817.400024
0
63.950001
165.899994
1/1/2021
11:20
367.067993
139.108994
305.04599
1.9
43.900002
0.7
116.5
817.200012
0
63.52
168.399994
1/1/2021
11:30
521.843018
877.114014
126.082001
2.95
41.849998
0.6
140.5
817
0
63.18
171
1/1/2021
11:40
499.946014
972.828979
57.0783
2.8
40.349998
2.1
120
816.799988
0
62.919998
173.5
1/1/2021
11:50
499.55899
974.778992
53.169498
2.6
41.549999
1.7
118
816.599976
0
62.75
176.100006
1/1/2021
12:00
500.229004
973.809021
52.959599
2.25
41.549999
2.5
114
816.5
0
62.66
178.699997
1/1/2021
12:10
500.832001
978.656982
51.325901
2.25
42.799999
1.65
85
816.299988
0
62.66
181.300003
1/1/2021
12:20
499.960999
976.903015
52.561699
3
40.349998
2.25
125
816.150024
0
62.740002
183.899994
1/1/2021
12:30
496.109009
974.666016
52.338799
2.95
40.849998
1.85
123
816
0
62.919998
186.5
1/1/2021
12:40
491.997009
970.15802
54.168999
3.5
39.299999
1.5
141
815.900024
0
63.169998
189
1/1/2021
12:50
485.904999
970.713013
53.013901
3.25
39.75
0.8
142
815.799988
0
63.52
191.600006
1/1/2021
13:00
476.944
966.296021
52.459202
2.85
40.849998
1.65
128
815.700012
0
63.939999
194.100006
1/1/2021
13:10
466.687988
960.992981
52.188099
3.45
40.049999
2.75
119
815.75
0
64.449997
196.600006
1/1/2021
13:20
454.96701
955.44397
51.706501
2.7
40.75
2.05
130.5
815.700012
0
65.029999
199
1/1/2021
13:30
442.151001
948.775024
51.695999
4.3
37.700001
2.1
143.5
815.650024
0
65.699997
201.5
1/1/2021
13:40
427.488007
939.130981
52.073502
3.55
39.349998
1.95
120.5
815.650024
0
66.440002
203.800003
1/1/2021
13:50
410.203003
929.226013
50.841202
3.55
39.849998
0.45
170.5
815.599976
0
67.25
206.199997
1/1/2021
14:00
393.432007
916.531982
52.012402
4.1
39.200001
0.95
172.5
815.599976
0
68.129997
208.5
1/1/2021
14:10
374.25
909.35199
49.506199
3.05
41.25
3.2
125
815.599976
0
69.080002
210.699997
1/1/2021
14:20
353.058014
892.973022
48.940601
2.7
42.049999
1.5
71
815.599976
0
70.089996
212.899994
1/1/2021
14:30
333.414001
883.994995
47.965199
3
41.900002
1.35
98.5
815.599976
0
71.160004
215.100006
1/1/2021
14:40
311.197998
870.638977
46.376099
2.95
42.299999
1.1
120.5
815.700012
0
72.290001
217.199997
1/1/2021
14:50
289.34201
854.359009
46.3778
3.35
40.650002
1.8
116.5
815.799988
0
73.480003
219.300003
1/1/2021
15:00
266.377014
835.422974
46.156502
3.1
42.799999
2.35
105
815.700012
0
74.720001
221.300003
1/1/2021
15:10
247.929001
815.611023
50.673901
3.25
41.900002
1.3
130
815.799988
0
76
223.300003
1/1/2021
15:20
230.001007
791.770996
56.451698
3.85
40.25
1.45
150
815.700012
0
77.339996
225.199997
1/1/2021
15:30
209.024994
757.106018
60.882301
3.45
40.25
1.75
140
815.75
0
78.720001
227.100006
1/1/2021
15:40
171.757004
718.960999
48.571098
3.4
41.150002
1.5
134.5
815.799988
0
80.099998
228.899994
1/1/2021
15:50
135.776993
685.643982
35.5009
3.45
40.900002
1.7
138.5
815.799988
0
81.599998
230.699997
1/1/2021
16:00
105.349998
629.442993
29.502899
3.6
40.5
1.4
146
815.900024
0
83.099998
232.5
1/1/2021
16:10
71.905602
514.109009
23.485201
4
39.599998
1.45
174.5
816
0
84.599998
234.199997
1/1/2021
16:20
18.647301
34.084301
16.330299
3.7
40.25
1
177
816
0
86.099998
235.899994
1/2/2021
07:50
47.6301
466.550995
16.4942
3.3
17.799999
6.55
278
811.400024
0
86.199997
124
1/2/2021
08:00
76.435402
593.336975
20.9391
3.55
17.049999
7.9
290.5
811.400024
0
84.599998
125.699997
1/2/2021
08:10
109.966003
710.276001
24.7924
3.7
17.25
4.05
291
811.5
0
83.099998
127.400002
1/2/2021
08:20
139.016998
760.827026
28.140699
3.9
16.65
6.25
274
811.400024
0
81.599998
129.199997
1/2/2021
08:30
166.464005
792.635986
31.018101
4.15
16
5.95
283.5
811.5
0
80.199997
131
1/2/2021
08:40
195.399002
830.38501
33.233398
4.3
16.799999
4.9
278
811.599976
0
78.739998
132.800003
1/2/2021
08:50
222.848007
860.278015
34.539001
4.6
15.75
5.95
275.5
811.650024
0
77.360001
134.699997
1/2/2021
09:00
250.352997
884.695007
36.590099
4.9
15.25
3.6
264
811.799988
0
76.019997
136.600006
1/2/2021
09:10
276.014008
902.362976
38.286999
5.1
14.95
3.2
232.5
811.799988
0
74.730003
138.600006
1/2/2021
09:20
301.562012
919.271973
40.196098
5.5
14.45
2.9
257.5
811.700012
0
73.480003
140.600006
1/2/2021
09:30
325.794006
935.445007
41.246201
5.8
15.2
2.45
261.5
811.599976
0
72.290001
142.600006
1/2/2021
09:40
348.90799
949.10199
42.3395
6.4
14.55
4.35
238.5
811.5
0
71.160004
144.699997
1/2/2021
09:50
370.766998
959.403992
43.842602
6.5
13.75
3.45
256.5
811.349976
0
70.080002
146.899994
1/2/2021
10:00
391.52301
969.768005
44.940601
6.6
13.2
2.05
223.5
811.299988
0
69.059998
149.100006
1/2/2021
10:10
411.316986
981.877014
45.200401
7.1
12.7
2.05
233.5
811.099976
0
68.110001
151.399994
1/2/2021
10:20
428.825012
987.122009
46.621899
7.3
11.95
2
311
811.049988
0
67.220001
153.699997
1/2/2021
10:30
445.713013
997.200989
46.537201
7.5
13.85
2.45
279
810.900024
0
66.400002
156
1/2/2021
10:40
460.408997
1,002.22998
47.322399
7.8
13.4
3.8
272
810.700012
0
65.660004
158.399994
1/2/2021
10:50
473.898987
1,004.789978
49.079399
8.1
11.65
2.9
260.5
810.5
0
64.989998
160.800003
1/2/2021
11:00
486.057007
1,011.280029
49.034401
8.15
12.2
4.75
271
810.25
0
64.400002
163.300003
1/2/2021
11:10
495.90799
1,014.73999
49.209599
8.1
11.15
6.2
273.5
810.099976
0
63.880001
165.800003
1/2/2021
11:20
504.580994
1,017.530029
49.785
8.25
13.85
5.8
293
810.099976
0
63.450001
168.300003
1/2/2021
11:30
511.125
1,020.890015
49.2813
8.35
11.25
5.8
268
809.849976
0
63.099998
170.800003
1/2/2021
11:40
516.987
1,022.75
50.1045
8
11.45
6.05
274.5
809.799988
0
62.84
173.399994
1/2/2021
11:50
520.265015
1,021.950012
50.917801
8
10.9
8.35
258.5
809.400024
0
62.66
176
1/2/2021
12:00
522.375
1,024.369995
50.4557
8.4
11.55
6.2
266
809.400024
0
62.57
178.600006
1/2/2021
12:10
522.538025
1,021.48999
51.871799
8.65
10.8
6.05
269.5
809.150024
0
62.560001
181.199997
1/2/2021
12:20
522.538025
1,023.340027
52.320599
8.9
10.9
5.45
242.5
808.849976
0
62.650002
183.800003
1/2/2021
12:30
519.309998
1,024.339966
51.308399
9.1
9.75
4.1
226.5
808.700012
0
62.810001
186.300003
1/2/2021
12:40
514.276978
1,023.909973
50.5107
9.3
9.9
4.9
235
808.599976
0
63.07
188.899994
1/2/2021
12:50
507.985992
1,018.109985
52.231098
9.45
9.15
4.35
230
808.400024
0
63.41
191.5
1/2/2021
13:00
500.884003
1,017.390015
52.173302
9.75
10.6
3.85
238
808.299988
0
63.830002
194
1/2/2021
13:10
491.033997
1,012.669983
52.4142
10
9.7
2.8
248.5
808.200012
0
64.330002
196.5
1/2/2021
13:20
477.348999
1,001.210022
52.903301
10
8.75
0.6
45.5
808.299988
0
64.919998
199
1/2/2021
13:30
464.815002
994.271973
53.729301
10.45
10.7
6.05
304
808.299988
0
65.580002
201.399994
1/2/2021
13:40
452.786987
988.736023
55.600498
9.8
11.7
8.5
287.5
807.900024
0
66.309998
203.800003
1/2/2021
13:50
438.286011
976.862
58.536301
9.1
12.9
9.4
293
808
0
67.120003
206.100006
1/2/2021
14:00
421.890991
961.992981
61.554298
8.55
14.1
11.2
296.5
808.150024
0
68
208.399994
1/2/2021
14:10
337.639008
753.721008
66.877197
8.05
17.049999
12.6
292.5
808
0
68.949997
210.699997
1/2/2021
14:20
106.926003
128.681
62.8097
7.15
18.85
10.9
290
808.349976
0
69.959999
212.899994
1/2/2021
14:30
55.104698
0
55.104698
6.1
21.799999
16.700001
291
807.799988
0
71.029999
215.100006
1/2/2021
14:40
58.755402
0
58.755402
5.5
23
14.9
289.5
808.099976
0
72.160004
217.199997
1/2/2021
14:50
58.805801
0
58.805801
5.3
24.15
12.8
295
808.5
0
73.339996
219.199997
1/2/2021
15:00
56.5247
0
56.5247
5.3
24.299999
11.7
291
808.900024
0
74.580002
221.300003
1/2/2021
15:10
42.9795
0
42.9795
5.1
25.299999
9.25
298.5
809.5
0
75.870003
223.199997
1/2/2021
15:20
32.1693
0.006621
32.1679
5.1
26.1
8.45
296.5
809.650024
0
77.199997
225.100006
1/2/2021
15:30
26.5667
0
26.5667
5.3
26.799999
8.6
288.5
809.700012
0
78.580002
227
1/2/2021
15:40
25.883301
0
25.883301
5.1
27.799999
5.9
290.5
810
0
80
228.899994

Solar Irradiance and Meteorological Dataset (June 2021)

Overview

This dataset contains solar irradiance and meteorological data collected from 1st Jan, 2021 to 31st Dec, 2021. The data is intended to assist in solar energy prediction, weather analysis, and environmental research. The dataset now includes two additional columns, raw_images and processed_images, which hold corresponding raw images from the sky camera and masked images of the sky.

Columns and Units

  1. DATE (MM/DD/YYYY): The date of the data point (in MM/DD/YYYY format).
  2. MST: The time in Mountain Standard Time (MST), represented in HH:MM format.
  3. Global Horizontal [W/m^2]: The total solar irradiance on a horizontal surface, measured in watts per square meter (W/m²).
  4. Direct Normal [W/m^2]: The direct solar irradiance incident on a surface perpendicular to the sun's rays, measured in watts per square meter (W/m²).
  5. Diffuse Horizontal [W/m^2]: The portion of solar irradiance scattered by the atmosphere that reaches a horizontal surface, measured in watts per square meter (W/m²).
  6. Air Temperature [deg C]: The ambient air temperature, measured in degrees Celsius (°C).
  7. Rel Humidity [%]: The relative humidity of the air, expressed as a percentage (%).
  8. Avg Wind Speed @ 19ft [m/s]: The average wind speed at a height of 19 feet, measured in meters per second (m/s).
  9. Avg Wind Direction @ 19ft [deg from N]: The average wind direction at 19 feet, measured in degrees from north (°).
  10. Pressure [mBar]: The atmospheric pressure, measured in millibars (mBar).
  11. Precipitation (Accumulated) [mm]: The accumulated precipitation in millimeters (mm).
  12. Zenith Angle [degrees]: The angle between the sun and the vertical, measured in degrees (°).
  13. Azimuth Angle [degrees]: The angle of the sun relative to the north direction on the horizontal plane, measured in degrees (°).
  14. raw_images: Raw images captured by the sky camera at the corresponding time.
  15. processed_images: Processed(masked) images that are used for further analysis in solar irradiance forecasting.
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