Spatial Downscaling of Alien Species Presences Using Machine Learning

Spatial Downscaling of Alien Species Presences Using Machine Learning

Spatially explicit assessments of alien species environmental and socio-economic impacts, and subsequent management interventions for their mitigation, require large scale, high-resolution data on species presence distribution. However, these data are often unavailable. This paper presents a method...

Full description

Bibliographic Details
Main Authors: Ioannis N. Daliakopoulos, Stelios Katsanevakis, Aristides Moustakas
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-07-01
Series:Frontiers in Earth Science
Subjects:
downscaling
data analytics
alien species
hydro-ecological data
random forests
vascular plants
Online Access:http://journal.frontiersin.org/article/10.3389/feart.2017.00060/full

Internet

http://journal.frontiersin.org/article/10.3389/feart.2017.00060/full

Similar Items