Biodiversity: Difference between revisions
→Journals and conferences
(Created page with "TODO: add context regarding contribution to emissions, connection to ML, and selected readings == Data == == Methods and Software == == Recommended Readings == == Communi...") |
Krisrs1128 (talk | contribs) |
||
Line 1:
Changes in climate are increasingly affecting the distribution and composition of ecosystems. This has profound implications for global biodiversity, as well as agriculture, disease, and natural resources such as wood and fish. Machine learning can help by supporting efforts to monitor ecosystems and biodiversity.
== Data ==
* [https://agentmorris.github.io/camera-trap-ml-survey/ Camera Trap ML Survey]
== Methods and Software ==
== Recommended Readings ==
For a curated collection of case studies, consider,
* [https://www.cambridge.org/core/books/artificial-intelligence-and-conservation/17C33AF856648B208E47A10813CEC6DF Artificial Intelligence and Conservation]
A high-level review of this problem space is,
* [https://www.nature.com/articles/d41586-019-00746-1 ''AI empowers conservation biology'']
Further examples of conservation agency led efforts include,
* [https://coastalresilience.org/project/ai-conservation/ Natural Solutions Toolkit] from the Nature Conservancy
Talks on this subject include,
* [https://slideslive.com/38926837/tackling-climate-change-with-ml?time=40751s Climate, biodiversity, and land: using ML to protect and restore ecosystems]
== Community ==
=== Journals and conferences ===
* PLOS Collections - [https://collections.plos.org/eco-climate-change Ecological Impacts of Climate Change]
=== Societies and organizations ===
| |||