| Name : R-SDMPlay
| |
| Version : 2.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.5.4
| Date : 2024-06-14 11:47:07
|
| Group : Development/Libraries/Other
| Source RPM : R-SDMPlay-2.0-lp153.5.4.src.rpm
|
| Size : 2.15 MB
| |
| Packager : (none)
| |
| Summary : Species Distribution Modelling Playground
|
Description :
Species distribution modelling (SDM) has been developed for several
years to address conservation issues, assess the direct impact of human
activities on ecosystems and predict the potential distribution shifts
of invasive species (see Elith et al. 2006, Pearson 2007, Elith and
Leathwick 2009). SDM relates species occurrences with environmental
information and can predict species distribution on their entire
occupied space. This approach has been increasingly applied to Southern
Ocean case studies, but requires corrections in such a context, due to
the broad scale area, the limited number of presence records available
and the spatial and temporal aggregations of these datasets. SDMPlay is
a pedagogic package that will allow you to compute SDMs, to understand
the overall method, and to produce model outputs. The package, along
with its associated vignettes, highlights the different steps of model
calibration and describes how to choose the best methods to generate
accurate and relevant outputs. SDMPlay proposes codes to apply a
popular machine learning approach, BRT (Boosted Regression Trees) and
introduces MaxEnt (Maximum Entropy). It contains occurrences of marine
species and environmental descriptors datasets as examples associated
to several vignette tutorials available at
< https://github.com/charleneguillaumot/THESIS/tree/master/SDMPLAY_R_PACKAGE>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
