proyecto
The Impact of Climate Change on Birds
Principiante
Updated 06/202411 Tasks1,500 XP2,803
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Probar DataCamp for BusinessProject Description
Climate is changing around the world. This change is impacting species of wild animals. In this project, we will use four decades of bird sightings and climate data to predict the distribution of a bird species in the Scottish Highlands and see how its distribution changed over the years.
We will use data from the Global Biodiversity Information Facility and a subset of the UKCP09 climate data from the UK Met Office.
Project Tasks
- 1Tracking a changing climate
- 2Mapping a changing climate
- 3Fieldwork in the digital age – download the data
- 4Sorting out the bad eggs – data cleaning
- 5Nesting the data
- 6Making things spatial - projecting our observations
- 7Extract exactly what we want
- 8Pseudo-absences
- 9Making models - with caret
- 10Prediction probabilities
- 11A map says more than a thousand words
Technologies
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