Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-forests
🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.
https://github.com/blutjens/awesome-forests
Last synced: about 19 hours ago
JSON representation
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Tree species classification
- **TreeSatAI: Benchmark Archive for Deep Learning in Forest Applications**
- **IDtrees NIST NEON**
- **Kaggle Forest Cover Type**
- **Pasadena Urban Trees**
- **Open AI Challenge: Aerial Imagery of South Pacific Islands**
- **Raw urban street tree inventory data** - 2013)* \
- **New York City Street Tree Map** - 2021)* \
- **Raw data for urban trees in California communities** - 2012)* \
- **NEON Woody Plant Vegetation Structure**
- **The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift**
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Tree detection
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Tree damage / health classification
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Biodiversity flora
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Aboveground carbon quantification
- **Forest Canopy Height in Mexican Ecosystems** - Mullor JM and Caughlin TT, 2018)* \
- **Tallo: a global tree allometry and crown architecture database**
- **NASA G-LiHT: Goddard's LiDAR, Hyperspectral & Thermal Imager**
- **BAAD: a Biomass And Allometry Database for woody plants**
- **FOS: The Forest Observation System, building a global reference dataset for remote sensing of forest biomass**
- **TRY: a Global Database of Plant Traits**
- **GWDD: Global Wood Density Dataset**
- **GlobAllomeTree: Assessing volume, biomass and carbon stocks of trees and forests**
- **The global forest above-ground biomass pool for 2010 estimated from high-resolution satellite observations**
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Tree crown segmentation
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Forest type / land cover classification
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Raw geospatial imagery
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Change detection (i.e., deforestation)
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Wildlife
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Awesome-awesome
Programming Languages
Categories
Tree species classification
10
Aboveground carbon quantification
9
Forest type / land cover classification
5
Change detection (i.e., deforestation)
4
Tree detection
3
Raw geospatial imagery
3
Tree crown segmentation
3
Biodiversity flora
2
Wildlife
1
Awesome-awesome
1
Tree damage / health classification
1
Sub Categories