Ensemble forecast of climate suitability for the Trans-Himalayan Nyctaginaceae species

- We forecast climate space of two species found in different environmental condition using ensemble modelling approach.
- Variance inflation factor method used for variable selection was successful in ecological niche modelling.
- Ensemble of different modelling algorithms delimits the climate space of the focal organisms.
- Surrogate of arid climate is determinant for suitable habitat of the focal organism.
- Dry valleys likely to provide route of dispersal of plant species occurring in the trans-Himalayan regions.