GEO BON logo
tool-view
tool-view
tool-view

Maxent

1 reviews
Steven J. Phillips, Miroslav Dudík, Robert E. Schapire

The Maxent software is based on the maximum-entropy approach for species habitat modeling. This software takes as input a set of layers or environmental variables (such as elevation, precipitation, etc.), as well as a set of georeferenced occurrence locations, and produces a model of the range of the given species. Maxent is a Java-based applicatio ...

Download

DOI: 10.1111/ecog.03049
DOI: 10.1016/j.ecolmodel.2005.03.026
DOI: 10.1111/j.1472-4642.2010.00725.x

Last Update: 2016

Data analysis Species populations Plants Mammals Reptiles Butterflies Other Invertebrates Birds Fishes Amphibians Macroinvertebrates

Login to add the tool into your toolbox and wishlist.

The Maxent software is based on the maximum-entropy approach for species habitat modeling. This software takes as input a set of layers or environmental variables (such as elevation, precipitation, etc.), as well as a set of georeferenced occurrence locations, and produces a model of the range of the given species. Maxent is a Java-based application and can be used on any computer running Java version 1.5 or later. The model for a species is determined from a set of environmental or climate layers (or "coverages") for a set of grid cells in a landscape, together with a set of sample locations where the species has been observed. The model expresses the suitability of each grid cell as a function of the environmental variables at that grid cell. A high value of the function at a particular grid cell indicates that the grid cell is predicted to have suitable conditions for that species. The computed model is a probability distribution over all the grid cells. The distribution chosen is the one that has maximum entropy subject to some constraints: it must have the same expectation for each feature (derived from the environmental layers) as the average over sample locations.

Contact person: Steven J. Phillips
Contact e-mail: mrmaxent@gmail.com
Contact institute: Center for Biodiversity and Conservation, American Museum of Natural History, New York, NY, USA
License: MIT License (MIT)
Technical Status: Finish and with constant technical support
URL(s): https://biodiversityinformatics.amnh.org/open_source/maxent
https://github.com/mrmaxent/Maxent
https://biodiversityinformatics.amnh.org/open_source/maxent/Maxent_tutorial2017.pdf
profile-image Mar 2020
Christian Langer

Awesome tool, which was used as well for the article: https://doi.org/10.1038/s41586-020-2138-7 published in nature.

Login to add a review for the tool Maxent

Related Tools

TOOLS YOU MAY ALSO LIKE

  • Data analysis
  • Ecosystem function
IMG-TOOL
BioVel. Ecosystem Modelling Workflows Biodiversity Virtual e-Laboratory (BioVeL) (EU FP7...
  • Data reporting
  • Species populations
  • Terrestrial
IMG-TOOL
  • Observation design
  • Terrestrial
  • Transect counts
  • Plants
IMG-TOOL
  • Data collection
  • Species populations
  • Terrestrial
  • Large area monitoring
  • Plants
IMG-TOOL
Field Guides The Field Museum
  • Data analysis
  • Species populations
IMG-TOOL
Biomodelos Jorge Iván Velásquez-Tibata
  • Data reporting
  • Species populations
  • Large area monitoring
  • Birds
IMG-TOOL
Avian Knowledge Network (AKN) Tools Avian Knowledge Network (AKN)
  • Data analysis
IMG-TOOL
Past 4 Øyvind Hammer
  • Observation design
  • Community composition
  • Terrestrial
IMG-TOOL