Back

Scaling ecological niches from individuals to populations and beyond

Lu, M.; Yanco, S.; Carlson, B.; Winner, K.; Cohen, J.; Ellis Soto, D.; Sharma, S.; Rogers, W.; Jetz, W.

2024-12-11 ecology
10.1101/2024.12.06.627157 bioRxiv
Show abstract

The niche is a key concept that unifies ecology and evolutionary biology. However, empirical and theoretical treatments of the niche are mostly performed at the species level, neglecting individuals as important units of ecological and evolutionary processes. So far, a formal mathematical link between individual-level niches and higher organismal-level niches has been lacking, hampering the unification of ecological theories and more accurate forecasts of biodiversity change. To fill in this gap, we propose a bottom-up approach to derive population and higher organismal-level niches from individual niches. We demonstrate the power of our framework by showing that 1) the statistical properties of higher organismal-level niches (e.g. niche breadth, skewness etc.) can be partitioned into individual contributions; 2) the species-level niche shifts can be estimated by tracing the responses of individuals. Our method paves the way for a unifying niche theory and enables mechanistic assessments of organism-environment relationships across organismal scales.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
Ecology Letters
135 papers in training set
Top 0.1%
37.8%
2
Ecography
54 papers in training set
Top 0.1%
7.6%
3
The American Naturalist
125 papers in training set
Top 0.4%
5.2%
50% of probability mass above
4
Journal of Animal Ecology
75 papers in training set
Top 0.3%
4.9%
5
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 11%
4.6%
6
Proceedings of the Royal Society B: Biological Sciences
393 papers in training set
Top 2%
3.4%
7
Ecological Monographs
21 papers in training set
Top 0.1%
3.1%
8
Science Advances
1243 papers in training set
Top 13%
2.6%
9
eLife
5828 papers in training set
Top 39%
2.5%
10
Methods in Ecology and Evolution
176 papers in training set
Top 0.8%
2.3%
11
Functional Ecology
61 papers in training set
Top 0.6%
2.3%
12
Nature Communications
5641 papers in training set
Top 41%
2.3%
13
Ecology
85 papers in training set
Top 0.9%
2.0%
14
PLOS Computational Biology
1863 papers in training set
Top 14%
1.8%
15
Ecological Modelling
28 papers in training set
Top 0.3%
1.7%
16
Global Ecology and Biogeography
47 papers in training set
Top 0.7%
1.4%
17
Philosophical Transactions of the Royal Society B: Biological Sciences
72 papers in training set
Top 0.9%
1.3%
18
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 0.6%
1.1%
19
Oikos
84 papers in training set
Top 1%
1.1%
20
Ecology and Evolution
267 papers in training set
Top 5%
1.1%
21
Journal of Theoretical Biology
162 papers in training set
Top 2%
1.0%
22
Theoretical Ecology
24 papers in training set
Top 0.2%
0.9%
23
Communications Biology
993 papers in training set
Top 33%
0.8%