Datasets:
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tags: | |
- solar-irradiance | |
- climate-data | |
- geospatial | |
- renewable-energy | |
- Sri-Lanka | |
- datasets | |
# Dataset Card for Solar Irradiance Data in Sri Lanka | |
## Table of Contents | |
- [Table of Contents](#table-of-contents) | |
- [Dataset Description](#dataset-description) | |
- [Dataset Summary](#dataset-summary) | |
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
- [Languages](#languages) | |
- [Dataset Structure](#dataset-structure) | |
- [Data Instances](#data-instances) | |
- [Data Fields](#data-fields) | |
- [Data Splits](#data-splits) | |
- [Dataset Creation](#dataset-creation) | |
- [Curation Rationale](#curation-rationale) | |
- [Source Data](#source-data) | |
- [Annotations](#annotations) | |
- [Personal and Sensitive Information](#personal-and-sensitive-information) | |
- [Considerations for Using the Data](#considerations-for-using-the-data) | |
- [Social Impact of Dataset](#social-impact-of-dataset) | |
- [Discussion of Biases](#discussion-of-biases) | |
- [Other Known Limitations](#other-known-limitations) | |
- [Additional Information](#additional-information) | |
- [Dataset Curators](#dataset-curators) | |
- [Licensing Information](#licensing-information) | |
- [Citation Information](#citation-information) | |
- [Contributions](#contributions) | |
## Dataset Description | |
- **Homepage:** [SolarGIS](https://solargis.com) | |
- **Repository:** [SolarGIS Data Repository](https://solargis.com/resources/free-maps-and-gis-data?locality=sri-lanka) | |
- **Paper:** [Not available] | |
- **Leaderboard:** [Not available] | |
- **Point of Contact:** [Not available] | |
### Dataset Summary | |
This dataset provides solar irradiance data for Sri Lanka, including historical and current solar radiation measurements. The data is vital for renewable energy applications, particularly in solar energy generation. | |
### Supported Tasks and Leaderboards | |
This dataset can be used for tasks related to solar energy forecasting, climate modeling, and geographical information systems (GIS) analysis. | |
### Languages | |
The dataset is available in English. | |
## Dataset Structure | |
### Data Instances | |
The dataset includes various instances of solar irradiance measurements recorded over different time periods across various locations in Sri Lanka. | |
### Data Fields | |
Data fields include: | |
- Date | |
- Time | |
- Solar irradiance (W/m²) | |
- Location (latitude, longitude) | |
### Data Splits | |
The dataset is generally available as a single collection without specific training/test splits but can be divided based on time periods or geographic regions for analysis. | |
## Dataset Creation | |
### Curation Rationale | |
The dataset is curated to support research and development in solar energy, promoting the use of renewable energy resources in Sri Lanka. | |
### Source Data | |
#### Initial Data Collection and Normalization | |
The data is sourced from solar radiation measurement stations across Sri Lanka, normalized to ensure consistency. | |
#### Who are the source language producers? | |
Data is produced by various meteorological and research institutions. | |
### Annotations | |
#### Annotation process | |
The data does not require extensive annotations, as it is based on direct measurements. | |
#### Who are the annotators? | |
Not applicable. | |
### Personal and Sensitive Information | |
The dataset does not contain personal or sensitive information. | |
## Considerations for Using the Data | |
### Social Impact of Dataset | |
The dataset supports initiatives for increasing renewable energy adoption in Sri Lanka, aiding in climate change mitigation efforts. | |
### Discussion of Biases | |
There may be geographical biases in data availability, depending on the density of measurement stations. | |
### Other Known Limitations | |
Data accuracy may vary based on equipment calibration and environmental factors influencing solar radiation measurements. | |
## Additional Information | |
### Dataset Curators | |
[Not available] | |
### Licensing Information | |
Data usage is governed by SolarGIS's terms and conditions. | |
### Citation Information | |
When using the dataset, please cite SolarGIS as the data source. | |
### Contributions | |
Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. | |