Back

Epipelagic to mesopelagic variability of acoustic backscatter in the California Current

Guiet, J.; Wall, C.; Srinivasan, K.; Bianchi, D.

2026-04-17 ecology
10.64898/2026.04.14.718518 bioRxiv
Show abstract

Mid-Trophic Level (MTL) organisms--including krill, forage fish, and mesopelagic fish-- are abundant in the California Current System (CCS) and play an essential role in transferring energy and biomass from primary producers to top predators. However, their spatiotemporal distribution and variability remain poorly understood, particularly with respect to vertical structure across epipelagic and mesopelagic habitats and coastal-offshore gradients. This lack of understanding emerges from both the complexity of MTL interactions with a heterogeneous environment and the challenges associated with sampling these organisms at high spatial and temporal resolution. To address this gap, we analyze 11 years of fisheries acoustic observations in the CCS (2006-2016) to characterize the spatiotemporal dynamics of MTLs as inferred from acoustic backscatter. Acoustic observations at 38 and 120 kHz, collected during day and night across depth strata from 15 to 495 m, reveal consistent cross-shore, seasonal, and latitudinal patterns in the backscatter of acoustically defined zooplankton, epipelagic fish, and mesopelagic fish communities. These patterns include: (1) weaker cross-shore gradients in mesopelagic relative to epipelagic communities; (2) a temporal succession among communities associated with seasonal upwelling; and (3) a multimodal latitudinal distribution with distinct coastal backscatter peaks. We further investigate relationships between acoustic backscatter and co-located environmental variables from in situ, remote sensing, and reanalysis products to elucidate plausible mechanisms underlying MTL dynamics. HighlightsO_LIFisheries acoustics resolve variability in mid-trophic communities C_LIO_LIEleven years of backscatter reveal consistent patterns in the California Current C_LIO_LIEpipelagic backscatter declines faster from the coast to offshore than mesopelagic C_LIO_LISeasonal changes in community composition are linked to upwelling dynamics C_LIO_LIBackscatter exhibits multimodal latitudinal distributions with distinct peaks C_LI

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Limnology and Oceanography
26 papers in training set
Top 0.1%
10.5%
2
PLOS ONE
4510 papers in training set
Top 18%
10.2%
3
Frontiers in Marine Science
55 papers in training set
Top 0.1%
9.2%
4
Scientific Reports
3102 papers in training set
Top 23%
4.9%
5
Limnology and Oceanography: Methods
11 papers in training set
Top 0.1%
4.9%
6
Communications Earth & Environment
14 papers in training set
Top 0.1%
4.4%
7
Canadian Journal of Fisheries and Aquatic Sciences
14 papers in training set
Top 0.1%
4.3%
8
Ecological Applications
28 papers in training set
Top 0.1%
3.6%
50% of probability mass above
9
Marine Ecology Progress Series
18 papers in training set
Top 0.1%
3.3%
10
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 24%
2.8%
11
Science of The Total Environment
179 papers in training set
Top 3%
2.1%
12
Frontiers in Ecology and Evolution
60 papers in training set
Top 2%
2.1%
13
mSystems
361 papers in training set
Top 4%
2.1%
14
Ecology and Evolution
232 papers in training set
Top 2%
1.9%
15
Environmental Pollution
35 papers in training set
Top 1%
1.7%
16
Environmental Science & Technology
64 papers in training set
Top 1%
1.7%
17
eLife
5422 papers in training set
Top 41%
1.7%
18
Ecosphere
53 papers in training set
Top 0.4%
1.3%
19
Ecological Informatics
29 papers in training set
Top 0.5%
1.3%
20
iScience
1063 papers in training set
Top 21%
1.2%
21
Global Change Biology
69 papers in training set
Top 1%
1.2%
22
Ecology
70 papers in training set
Top 0.6%
1.0%
23
Environmental Microbiology
119 papers in training set
Top 3%
0.8%
24
Environmental DNA
49 papers in training set
Top 0.3%
0.8%
25
Journal of Animal Ecology
63 papers in training set
Top 0.9%
0.8%
26
Environmental Research Letters
15 papers in training set
Top 0.5%
0.8%
27
PeerJ
261 papers in training set
Top 15%
0.8%
28
Scientific Data
174 papers in training set
Top 3%
0.7%
29
Frontiers in Microbiology
375 papers in training set
Top 9%
0.7%
30
Conservation Letters
11 papers in training set
Top 0.5%
0.7%