Open AccessModEco: an integrated software package for ecological niche modeling
Author(s) -
Guo Qinghua,
Liu Yu
Publication year - 2010
Publication title -
ecography
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.973
H-Index - 128
eISSN - 1600-0587
pISSN - 0906-7590
DOI - 10.1111/j.1600-0587.2010.06416.x
Subject(s) - environmental niche modelling , computer science , software , niche , range (aeronautics) , ecology , r package , data mining , visualization , data science , ecological niche , biology , engineering , computational science , habitat , programming language , aerospace engineering
ModEco is a software package for ecological niche modeling. It integrates a range of niche modeling methods within a geographical information system. ModEco provides a user friendly platform that enables users to explore, analyze, and model species distribution data with relative ease. ModEco has several unique features: 1) it deals with different types of ecological observation data, such as presence and absence data, presence‐only data, and abundance data; 2) it provides a range of models when dealing with presence‐only data, such as presence‐only models, pseudo‐absence models, background vs presence data models, and ensemble models; and 3) it includes relatively comprehensive tools for data visualization, feature selection, and accuracy assessment.