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Informed decision-making hinges\nnot only on knowing where forests are, but on understanding their composition\nand distinguishing forest types that play critical roles as biodiversity\nhotspots and major carbon sinks.\n\n[Google DeepMind](https://deepmind.google/) (GDM) in collaboration with external\n([World Resources Institute](https://www.wri.org/) (WRI)), and internal partners\n([Google Research](https://research.google/),\n[Google Geo Sustainability](https://earthoutreachonair.withgoogle.com/)) are\ndeveloping AI models to estimate the forest types and to generate regional to\nglobal maps of forest land cover. In addition to releasing these layers we\ncreate benchmark datasets for AI researchers.\n\n## Forest and habitat layers\n\n*   [Natural forests of the world (v1)](./natural_forests/README.md) - global\n    map of natural forests for 2020.\n*   Global drivers of forest loss (Upcoming).\n\n## Benchmark datasets\n\n*   [ForTy (v1)](./forty_v1/README.md) - global multi-temporal multi-source\n    segmentation benchmark dataset for forest types.\n*   [Planted](./planted/README.md) - large-scale benchmark dataset for planted\n    forest recognition (with subtasks for monoculture plantation tree species\n    and genera recognition).\n\n## License and disclaimer\n\nCopyright 2025 DeepMind Technologies Limited\n\nAll non-software materials are licensed under the Creative Commons Attribution\n4.0 International License (CC-BY). You may obtain a copy of the CC-BY license\nat: https://creativecommons.org/licenses/by/4.0/legalcode\n\nUnless required by applicable law or agreed to in writing, all software and\nmaterials distributed here under the Apache 2.0 or CC-BY licenses are\ndistributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,\neither express or implied. See the licenses for the specific language governing\npermissions and limitations under those licenses.\n\nThis is not an official Google product.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgoogle-deepmind%2Fforest_typology","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgoogle-deepmind%2Fforest_typology","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgoogle-deepmind%2Fforest_typology/lists"}