Datasets:

Modalities:
Image
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parquet
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image
imagewidth (px)
64
64
time
unknown
pv
float32
0
29.6
"2017-03-09T14:47:00"
0.055691
"2017-03-09T14:48:00"
0.088763
"2017-03-09T14:49:00"
0.109171
"2017-03-09T14:50:00"
0.123206
"2017-03-09T14:51:00"
0.159748
"2017-03-09T14:52:00"
0.187554
"2017-03-09T14:53:00"
0.246712
"2017-03-09T14:54:00"
0.305602
"2017-03-09T14:55:00"
0.377306
"2017-03-09T14:56:00"
0.359507
"2017-03-09T14:57:00"
0.345134
"2017-03-09T14:58:00"
0.354725
"2017-03-09T14:59:00"
0.390664
"2017-03-09T15:00:00"
0.454608
"2017-03-09T15:01:00"
0.505382
"2017-03-09T15:02:00"
0.546516
"2017-03-09T15:03:00"
0.601256
"2017-03-09T15:04:00"
0.656523
"2017-03-09T15:05:00"
0.700257
"2017-03-09T15:06:00"
0.761019
"2017-03-09T15:07:00"
0.813864
"2017-03-09T15:08:00"
0.862825
"2017-03-09T15:09:00"
0.917141
"2017-03-09T15:10:00"
0.989677
"2017-03-09T15:11:00"
1.055411
"2017-03-09T15:12:00"
1.122389
"2017-03-09T15:13:00"
1.196491
"2017-03-09T15:14:00"
1.276721
"2017-03-09T15:15:00"
1.347838
"2017-03-09T15:16:00"
1.431364
"2017-03-09T15:17:00"
1.493554
"2017-03-09T15:18:00"
1.569899
"2017-03-09T15:19:00"
1.682637
"2017-03-09T15:20:00"
1.777972
"2017-03-09T15:21:00"
1.859009
"2017-03-09T15:22:00"
1.946541
"2017-03-09T15:23:00"
2.004047
"2017-03-09T15:24:00"
2.090795
"2017-03-09T15:25:00"
2.213165
"2017-03-09T15:26:00"
2.343655
"2017-03-09T15:27:00"
2.438818
"2017-03-09T15:28:00"
2.537425
"2017-03-09T15:29:00"
2.640562
"2017-03-09T15:30:00"
2.735248
"2017-03-09T15:31:00"
2.851472
"2017-03-09T15:32:00"
2.943094
"2017-03-09T15:33:00"
3.047894
"2017-03-09T15:34:00"
3.147739
"2017-03-09T15:35:00"
3.244824
"2017-03-09T15:36:00"
3.348189
"2017-03-09T15:37:00"
3.459479
"2017-03-09T15:38:00"
3.578032
"2017-03-09T15:39:00"
3.69739
"2017-03-09T15:40:00"
3.804992
"2017-03-09T15:41:00"
3.920716
"2017-03-09T15:42:00"
4.031606
"2017-03-09T15:43:00"
4.132761
"2017-03-09T15:44:00"
4.265265
"2017-03-09T15:45:00"
4.387063
"2017-03-09T15:46:00"
4.498543
"2017-03-09T15:47:00"
4.618031
"2017-03-09T15:48:00"
4.735337
"2017-03-09T15:49:00"
4.859424
"2017-03-09T15:50:00"
4.986014
"2017-03-09T15:51:00"
5.095098
"2017-03-09T15:52:00"
5.205394
"2017-03-09T15:53:00"
5.340899
"2017-03-09T15:54:00"
5.470237
"2017-03-09T15:55:00"
5.520597
"2017-03-09T15:56:00"
5.691123
"2017-03-09T15:57:00"
5.804318
"2017-03-09T15:58:00"
5.858312
"2017-03-09T15:59:00"
5.962276
"2017-03-09T16:00:00"
6.219264
"2017-03-09T16:01:00"
6.310006
"2017-03-09T16:02:00"
6.472498
"2017-03-09T16:03:00"
6.610425
"2017-03-09T16:04:00"
6.730357
"2017-03-09T16:05:00"
6.875725
"2017-03-09T16:06:00"
6.953729
"2017-03-09T16:07:00"
7.189692
"2017-03-09T16:08:00"
7.315384
"2017-03-09T16:09:00"
7.454111
"2017-03-09T16:10:00"
7.651556
"2017-03-09T16:11:00"
7.760193
"2017-03-09T16:12:00"
7.869648
"2017-03-09T16:13:00"
8.005076
"2017-03-09T16:14:00"
8.180782
"2017-03-09T16:15:00"
8.304679
"2017-03-09T16:16:00"
8.440807
"2017-03-09T16:17:00"
8.548921
"2017-03-09T16:18:00"
8.681983
"2017-03-09T16:19:00"
8.79567
"2017-03-09T16:20:00"
8.953068
"2017-03-09T16:21:00"
9.060186
"2017-03-09T16:22:00"
9.163852
"2017-03-09T16:23:00"
9.251859
"2017-03-09T16:24:00"
9.414237
"2017-03-09T16:25:00"
9.529002
"2017-03-09T16:26:00"
9.633117

Citation

If you find SKIPP'D useful to your research, please cite:

Nie, Y., Li, X., Scott, A., Sun, Y., Venugopal, V., & Brandt, A. (2023). SKIPP’D: A SKy Images and Photovoltaic Power Generation Dataset for short-term solar forecasting. Solar Energy, 255, 171-179.

or

@article{nie2023skipp,
  title={SKIPP’D: A SKy Images and Photovoltaic Power Generation Dataset for short-term solar forecasting},
  author={Nie, Yuhao and Li, Xiatong and Scott, Andea and Sun, Yuchi and Venugopal, Vignesh and Brandt, Adam},
  journal={Solar Energy},
  volume={255},
  pages={171--179},
  year={2023},
  publisher={Elsevier}
}
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