Back

Modelling the probability of detecting mass mortality events

Brunner, J. L.; Calabrese, J.

2021-01-19 ecology
10.1101/2021.01.16.426964 bioRxiv
Show abstract

While reports of mass mortality events (MMEs) are increasing in the literature, comparing the incidence of MMEs through time, among locations, or taxa is problematic without accounting for detection probabilities. MMEs involving small, cryptic species can be difficult to detect even during the event, and degradation and scavenging of carcasses can make the window for detection very short. As such, the number or occurrence rate of MMEs may often be severely underestimated, especially with infrequent observations. We develop a simple modeling framework to quantify the probability of detecting an MME as a function of the observation frequency relative to the rate at which MMEs become undetectable. This framework facilitates the design of surveillance programs and may be extended to correct estimates of the incidence of MMEs from actual surveillance data for more appropriate analyses of trends through time and among taxa.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Ecosphere
57 papers in training set
Top 0.1%
15.2%
2
Ecology
85 papers in training set
Top 0.1%
13.2%
3
Ecology and Evolution
267 papers in training set
Top 0.5%
7.9%
4
Journal of Animal Ecology
75 papers in training set
Top 0.2%
5.6%
5
Methods in Ecology and Evolution
176 papers in training set
Top 0.5%
4.4%
6
PeerJ
308 papers in training set
Top 1%
4.3%
50% of probability mass above
7
Ecological Applications
34 papers in training set
Top 0.1%
4.1%
8
Canadian Journal of Fisheries and Aquatic Sciences
18 papers in training set
Top 0.1%
3.2%
9
PLOS ONE
5266 papers in training set
Top 37%
3.2%
10
The American Naturalist
125 papers in training set
Top 0.8%
2.7%
11
Frontiers in Ecology and Evolution
69 papers in training set
Top 0.7%
2.7%
12
Ecological Modelling
28 papers in training set
Top 0.2%
2.5%
13
Journal of Applied Ecology
39 papers in training set
Top 0.5%
2.4%
14
Peer Community Journal
281 papers in training set
Top 2%
2.4%
15
Journal of Theoretical Biology
162 papers in training set
Top 1%
1.7%
16
Movement Ecology
20 papers in training set
Top 0.2%
1.5%
17
Journal of The Royal Society Interface
235 papers in training set
Top 3%
1.4%
18
Biological Conservation
46 papers in training set
Top 0.6%
1.3%
19
Behavioral Ecology and Sociobiology
39 papers in training set
Top 0.6%
1.1%
20
Royal Society Open Science
214 papers in training set
Top 4%
1.1%
21
Ecography
54 papers in training set
Top 1%
1.0%
22
Ecology Letters
135 papers in training set
Top 2%
1.0%
23
Population Ecology
10 papers in training set
Top 0.2%
1.0%
24
Scientific Reports
3612 papers in training set
Top 71%
1.0%
25
Bulletin of Mathematical Biology
92 papers in training set
Top 1%
1.0%
26
eLife
5828 papers in training set
Top 64%
0.8%
27
PLOS Neglected Tropical Diseases
466 papers in training set
Top 6%
0.6%
28
Science of The Total Environment
186 papers in training set
Top 3%
0.6%