Comparative evaluation of multiple models of the effects of climate change on the potential distribution of Pinus massonianaChinese Full Text
ZHANG Lei1, LIU Shi-Rong1, SUN Peng-Sen1, and WANG Tong-Li2 1Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Key Laboratory of Forest Ecology and Environment of State Forestry Administration, Beijing 100091, China; and 2Department of Forest Sciences, University of British Columbia, 3041-2424 Main Mall, Vancouver B.C. Canada V6T 1Z4
Abstract: Aims New, powerful statistical techniques and GIS tools have resulted in a plethora of methods for modelling species distribution. However, little is known about the relative performance of different models in simulating and projecting species’ distributions under future climate. Our objective is to compare novel ensemble learning models with other conventional models by modelling the potential distribution of Masson pine （Pinus massoniana） and identifying and quantifying differences in model ou... More
Keywords：
climate change; ensemble learning model; model comparision; Pinus massoniana; species distribution modelling;
- Series：
(A) Mathematics/ Physics/ Mechanics/ Astronomy; (D) Agriculture
- Subject：
Biology
- Classification Code：
Q948
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