Individual growth models support the quantification of isotope incorporation rate, trophic discrimination and their interactions
Lefebvre, S.; Ballutaud, M.; Nuche-Pascual, M.-T.; Nahon, S.; Liu, R.; Martinez Del Rio, C.
Show abstract
Two large but independent bodies of literature exist on two essential components of the dynamics of isotopic incorporation: the isotopic incorporation rate ({lambda}) and the trophic discrimination factor ({Delta}). Understanding the magnitude of these two parameters and the factors that shape them is fundamental to interpret the results of ecological studies that rely on stable isotopes. {lambda} scales allometrically with body mass among species and depends on growth within species. Both are often assumed to be constant and independent of each other but evidence accumulates that might be linked and to vary with growth. We built and analyzed a model (IsoDyn) that connects individual growth and isotopic incorporation of nitrogen into whole body and muscle tissues. The model can assume a variety of individual growth patterns including exponential or asymptotic growths. {lambda} depends on the rate of body mass gains which scales allometrically with body mass. {Delta} is a dynamic response variable that depends partly on the ratio between fluxes of gains and losses and covaries negatively with {lambda}. The model can be parameterized either from existing large databases of animal growth models or directly from experimental results. The model was applied to experimental results on three ectotherms and one endotherm and compared to the results of the simpler and widely used time model. IsoDyn model gave a better fit with relatively little calibration. IsoDyn clarifies and expands the interpretation of isotopic incorporation data.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- gauseR: Simple methods for fitting Lotka-Volterra models describing Gause's "Struggle for Existence" 93%
- Trophic ecology of the African riverine elephant fishes (Mormyridae) 92%
- Patterns and potential drivers of intraspecific variability in the body elemental composition of a terrestrial consumer, the snowshoe hare (Lepus americanus) 91%
Similar papers in this journal
- Assessing predictive accuracy of species abundance models in dynamic systems 92%
- Analysing biodiversity observation data collected in continuous time: Should we use discrete- or continuous-time occupancy models? 91%
- Integrated Movement Models for Individual Tracking and Species Distribution Data 90%
Similar papers in this journal
- Derivation of predator functional responses using a mechanistic approach in a natural system 92%
- Hierarchical, Memory-based Movement Models for Translocated Elk (Cervus canadensis) 91%
- Compound specific stable isotope analysis of amino acid nitrogen reveals detrital support of microphytobenthos in the Dutch Wadden Sea benthic food web 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.