Add dataset README with description and metadata
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README.md
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---
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license: cc-by-4.0
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task_categories:
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- image-classification
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- object-detection
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tags:
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- biology
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- ecology
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- invasive-species
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- spotted-lanternfly
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- geolocation
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- citizen-science
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size_categories:
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- n<1K
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---
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# Lantern Fly Research Dataset
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This dataset contains human-verified spotted lanternfly sightings collected through the Lantern Fly Tracker app. Each entry includes:
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- **High-quality photos** of verified spotted lanternflies
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- **Precise geolocation data** (latitude/longitude coordinates)
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- **Timestamp information** for temporal analysis
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- **Confidence scores** from AI classification
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- **Verification status** (human-verified)
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## Dataset Structure
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- `images/` - Contains the actual lanternfly photos
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- `metadata/` - Contains JSON files with location, timestamp, and other metadata
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## Use Cases
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This dataset is valuable for:
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- **Ecological research** on spotted lanternfly distribution
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- **Machine learning model training** with verified data
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- **Temporal and spatial analysis** of lanternfly spread
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- **Conservation efforts** and pest management
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## Data Quality
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All photos in this dataset have been:
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1. **AI-classified** as potential lanternflies
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2. **Human-verified** by app users
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3. **Geolocated** with GPS coordinates
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4. **Timestamped** for temporal analysis
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## Citation
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If you use this dataset in your research, please cite:
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```
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Lantern Fly Tracker Research Dataset. (2024). Human-verified spotted lanternfly sightings with geolocation data. Hugging Face Datasets.
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```
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## License
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This dataset is released under the Creative Commons Attribution 4.0 International License.
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