We use remote sensing and geographical information systems to prepare spatial data used for the sampling design and the different analyses.
We use three data sources for local data:
- field data from camera traps,
- field data from field observations,
- interviews with local communities
Local data were collected in two sampling regions: Warapata (three periods between 2014 and 2015) and Kavanayen (one period in 2018).
We derived spatial and non-spatial indicators from local data, and performed different analysis for the different components of the project. The figure below provides an overview.
![Relationships between data sources, indicators and covariates of the analyses of the project][1]
[1]: https://files.osf.io/v1/resources/hux9f/providers/osfstorage/64139fcb8604900e51086975?mode=render