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Data Publisher for Earth & Environmental Science

Fabel, Yann; Blum, Niklas; Nouri, Bijan; Wilbert, Stefan; Gonzalez Rodriguez, Sergio; Zarzalejo, Luis (2025): SolarVision Almería: All-Sky Images [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.980066, In: Fabel, Y et al. (2025): SolarVision Almería: A Ground-Based Dataset of All-Sky Images, Solar Irradiance, and Meteorological Measurements [dataset bundled publication]. PANGAEA, https://doi.org/10.1594/PANGAEA.980067

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Published: 2025-04-14DOI registered: 2025-05-13

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Abstract:
This dataset provides ground-based image and sensor measurement data from a scientific research site in southern Spain (Tabernas, Almería). Its main contributions include all-sky images in the visible spectrum from three different fish-eye cameras capturing clouds motions, as well as diffuse, direct and global solar irradiance measurements from ISO 9060 class A spectrally flat pyrano- and pyrheliometers. The cameras and irradiance measuring devices are co-located within a radius of 20m at the same meteorological station. Image data is provided in its original resolution ranging from 4 to 8 MP depending on the camera, in 8-bit JPEG format. The dataset contains low-dynamic-range (LDR) images with fixed exposure times between 80 and 320µs. Furthermore, two cameras were temporarily configured to automatically generate high-dynamic-range (HDR) images. For one of the cameras, exposure series were captured, consisting of three sequential images with increasing exposure times.
Keyword(s):
All-sky imagers; Cloud observation; Ground-based measurements; Solar irradiance
Funding:
Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection (BMUV), grant/award no. 67KI21007A: AuSeSol-AI - KI-Methoden für Wärme- und Stromerzeugung mit solarthermischen Kollektorsystemen
Coverage:
Latitude: 37.094212 * Longitude: -2.354713
Date/Time Start: 2022-08-01T00:00:00 * Date/Time End: 2024-07-31T00:00:00
Minimum Elevation: 503.0 m * Maximum Elevation: 503.0 m
Event(s):
PVOT_AXIS * Latitude: 37.094212 * Longitude: -2.354713 * Date/Time Start: 2022-09-10T10:00:00 * Date/Time End: 2023-12-06T13:00:00 * Elevation: 503.0 m * Location: PSA, Tabernas, Spain * Method/Device: All-sky imager (ASI)
PVOT_Q26 * Latitude: 37.094212 * Longitude: -2.354713 * Date/Time Start: 2022-08-01T05:45:00 * Date/Time End: 2024-07-31T18:47:00 * Elevation: 503.0 m * Location: PSA, Tabernas, Spain * Method/Device: All-sky imager (ASI)
PVOT_Q71 * Latitude: 37.094212 * Longitude: -2.354713 * Date/Time Start: 2022-09-10T06:16:00 * Date/Time End: 2024-07-31T18:47:00 * Elevation: 503.0 m * Location: PSA, Tabernas, Spain * Method/Device: All-sky imager (ASI)
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
DATE/TIMEDate/TimeFabel, YannAll-sky imager (ASI)Geocode – start
DATE/TIMEDate/TimeFabel, YannAll-sky imager (ASI)Geocode – end
Image, skyIMAGE skyFabel, YannAll-sky imager (ASI)PVotSky
Image, sky (File Size)IMAGE sky (Size)BytesFabel, YannAll-sky imager (ASI)PVotSky
Image, skyIMAGE skyFabel, YannAll-sky imager (ASI)Q71
Image, sky (File Size)IMAGE sky (Size)BytesFabel, YannAll-sky imager (ASI)Q71
Image, skyIMAGE skyFabel, YannAll-sky imager (ASI)AXIS
Image, sky (File Size)IMAGE sky (Size)BytesFabel, YannAll-sky imager (ASI)AXIS
Status:
Curation Level: Enhanced curation (CurationLevelC)
Size:
62 data points

Data

Download dataset as tab-delimited text — use the following character encoding:

All files referred to in data matrix can be downloaded in one go as ZIP or TAR. Be careful: This download can be very large! To protect our systems from misuse, we require to sign up for an user account before downloading.


Date/Time
(start)

Date/Time
(end)

IMAGE sky
(PVotSky)

IMAGE sky (Size) [Bytes]
(PVotSky)

IMAGE sky
(Q71)

IMAGE sky (Size) [Bytes]
(Q71)

IMAGE sky
(AXIS)

IMAGE sky (Size) [Bytes]
(AXIS)
2022-08-012022-08-312022-08_Cloud_Cam_PVotSky.zip2.6 GBytes
2022-09-012022-09-302022-09_Cloud_Cam_PVotSky.zip2.5 GBytes2022-09_Cloud_Cam_PVot_Q71.zip7.7 GBytes2022-09_Cloud_Cam_PVot_AXIS.zip2.2 GBytes
2022-10-012022-10-312022-10_Cloud_Cam_PVotSky.zip2.4 GBytes2022-10_Cloud_Cam_PVot_Q71.zip9.3 GBytes2022-10_Cloud_Cam_PVot_AXIS.zip2.9 GBytes
2022-11-012022-11-302022-11_Cloud_Cam_PVotSky.zip1.9 GBytes2022-11_Cloud_Cam_PVot_Q71.zip8.9 GBytes2022-11_Cloud_Cam_PVot_AXIS.zip2.7 GBytes
2022-12-012022-12-312022-12_Cloud_Cam_PVotSky.zip1.9 GBytes2022-12_Cloud_Cam_PVot_Q71.zip7.8 GBytes2022-12_Cloud_Cam_PVot_AXIS.zip2.7 GBytes
2023-01-012023-01-312023-01_Cloud_Cam_PVotSky.zip1.9 GBytes2023-01_Cloud_Cam_PVot_AXIS.zip2.6 GBytes
2023-02-012023-02-282023-02_Cloud_Cam_PVotSky.zip2 GBytes2023-02_Cloud_Cam_PVot_Q71.zip7.3 GBytes2023-02_Cloud_Cam_PVot_AXIS.zip1.9 GBytes
2023-03-012023-03-312023-03_Cloud_Cam_PVotSky.zip2.4 GBytes2023-03_Cloud_Cam_PVot_Q71.zip10.1 GBytes2023-03_Cloud_Cam_PVot_AXIS.zip3.2 GBytes
2023-04-012023-04-302023-04_Cloud_Cam_PVotSky.zip2.4 GBytes2023-04_Cloud_Cam_PVot_Q71.zip10.2 GBytes2023-04_Cloud_Cam_PVot_AXIS.zip3.1 GBytes
2023-05-012023-05-312023-05_Cloud_Cam_PVotSky.zip3.2 GBytes2023-05_Cloud_Cam_PVot_Q71.zip13.6 GBytes2023-05_Cloud_Cam_PVot_AXIS.zip4 GBytes
2023-06-012023-06-302023-06_Cloud_Cam_PVotSky.zip2.9 GBytes2023-06_Cloud_Cam_PVot_Q71.zip11.8 GBytes2023-06_Cloud_Cam_PVot_AXIS.zip3.6 GBytes
2023-07-012023-07-312023-07_Cloud_Cam_PVotSky.zip2.8 GBytes2023-07_Cloud_Cam_PVot_Q71.zip12.6 GBytes2023-07_Cloud_Cam_PVot_AXIS.zip3.5 GBytes
2023-08-012023-08-312023-08_Cloud_Cam_PVotSky.zip2.4 GBytes2023-08_Cloud_Cam_PVot_Q71.zip10.3 GBytes2023-08_Cloud_Cam_PVot_AXIS.zip3.1 GBytes
2023-09-012023-09-302023-09_Cloud_Cam_PVotSky.zip2.6 GBytes2023-09_Cloud_Cam_PVot_Q71.zip10.9 GBytes2023-09_Cloud_Cam_PVot_AXIS.zip3.3 GBytes
2023-10-012023-10-312023-10_Cloud_Cam_PVotSky.zip2.2 GBytes2023-10_Cloud_Cam_PVot_Q71.zip9.1 GBytes2023-10_Cloud_Cam_PVot_AXIS.zip2.8 GBytes
2023-11-012023-11-302023-11_Cloud_Cam_PVotSky.zip1.9 GBytes2023-11_Cloud_Cam_PVot_Q71.zip7.9 GBytes2023-11_Cloud_Cam_PVot_AXIS.zip2.7 GBytes
2023-12-012023-12-312023-12_Cloud_Cam_PVotSky.zip1.7 GBytes2023-12_Cloud_Cam_PVot_Q71.zip7.1 GBytes2023-12_Cloud_Cam_PVot_AXIS.zip468 MBytes
2024-01-012024-01-312024-01_Cloud_Cam_PVotSky.zip1.9 GBytes2024-01_Cloud_Cam_PVot_Q71.zip7.3 GBytes
2024-02-012024-02-292024-02_Cloud_Cam_PVotSky.zip2 GBytes2024-02_Cloud_Cam_PVot_Q71.zip5.8 GBytes
2024-03-012024-03-312024-03_Cloud_Cam_PVotSky.zip2.5 GBytes2024-03_Cloud_Cam_PVot_Q71.zip8.2 GBytes
2024-04-012024-04-302024-04_Cloud_Cam_PVotSky.zip2.8 GBytes2024-04_Cloud_Cam_PVot_Q71.zip8.2 GBytes
2024-05-012024-05-312024-05_Cloud_Cam_PVotSky.zip2.9 GBytes2024-05_Cloud_Cam_PVot_Q71.zip12.4 GBytes
2024-06-012024-06-302024-06_Cloud_Cam_PVotSky.zip2.8 GBytes2024-06_Cloud_Cam_PVot_Q71.zip12.3 GBytes
2024-07-012024-07-312024-07_Cloud_Cam_PVotSky.zip2.6 GBytes2024-07_Cloud_Cam_PVot_Q71.zip11.2 GBytes