The autecology of several peatland plant species has been studied on a
wide variety of gradients that include elevation relative to the wate
r table, surface water chemistry, mire margin to mire expanse, shade,
and climate. The accuracy with which species' realized niches are defi
ned and the ability to predict community structure as conditions chang
e along gradients vary considerably between studies. Many studies have
quantified species niche dimensions along individual gradients, and a
lthough they have the ability to predict species abundance and distrib
ution, they do not account for synergistic effects between gradients.
Other methods analyze two gradients simultaneously producing rectangle
s and ellipsoids, but these methods have limited predictive ability. A
variety of ordination techniques are often used to analyze species pr
eferences along several gradients simultaneously. However, with the ex
ception of Detrended Canonical Correspondence Analysis, these methods
have limited predictive ability because gradients are defined as ordin
ation axes and it is difficult to analyze each gradient individually.
Species response surfaces calculated along several gradients simultane
ously offer a more accurate definition of species' realized niche dime
nsions. Response surfaces can be used to predict baseline community st
ructure along several gradients, but they do not integrate such biotic
factors as competition and succession, as well as such disturbances a
s fire, pollution, and peat harvesting.