Back

Persistent Invasion Risk: Modeling the near-Current and Future Distribution of Pterygoplichthys disjunctivus (Weber,1991) across the Philippine Archipelago

Bate, J.-M.; Poblete, A.; Dagamac, N. H.

2026-05-13 ecology
10.64898/2026.05.10.724170 bioRxiv
Show abstract

Philippine freshwater ecosystems are considered one of the most diverse ecosystems harboring numerous fish species. However, in the Philippines, these ecosystems are threatened by invasive species that potentially disrupt ecological balance. In this study, we focused on the vermiculated sailfin catfish Pterygoplichthys disjunctivus, an invasive aquarium species reported in several Philippine aquatic ecosystems. Despite its documented spread, its potential range under a rapidly changing climate remains poorly understood for the country. Hence, in this study, we utilized the MaxEnt model to predict its near-current and future habitat suitability in the Philippines. Using 11 reported occurrences, our model showed high predictive accuracy (AUC = 0.882{+/-} .034, TSS = 0.7394 {+/-} 0.154, SEDI = 0.971 {+/-} 0.019). Across the current and future scenarios, slope was the primary contributor (78.7% - 81.3%), followed by BIO 10 or the mean temperature of the warmest quarter(18% - 27.8%), and flow accumulation (0% - 5.2%). However, for the SSP126 scenario, BIO10 is projected to triple by 2050 (18 - 48%). Current projections identify high-risk regions, particularly central Luzon (Laguna de Bay and Lake Taal), the Cagayan River Valley, and portions of eastern Mindanao (Agusan Marsh and Lake Mainit). Sankey transition analysis confirms a high habitat stability rate (>73%) for high-suitability pixels in both SSPs, indicating persistent invasion risk. Overall, our study provides a framework for invasive species management and contributes to the conservation of Philippine aquatic ecosystems.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 5%
23.7%
2
Science of The Total Environment
179 papers in training set
Top 0.5%
13.2%
3
Scientific Reports
3102 papers in training set
Top 8%
8.9%
4
Global Ecology and Conservation
25 papers in training set
Top 0.1%
6.7%
50% of probability mass above
5
Aquatic Conservation: Marine and Freshwater Ecosystems
12 papers in training set
Top 0.1%
4.6%
6
PeerJ
261 papers in training set
Top 1%
4.2%
7
Canadian Journal of Fisheries and Aquatic Sciences
14 papers in training set
Top 0.1%
3.2%
8
Frontiers in Ecology and Evolution
60 papers in training set
Top 1%
2.7%
9
Ecological Informatics
29 papers in training set
Top 0.3%
2.0%
10
Freshwater Biology
11 papers in training set
Top 0.1%
1.4%
11
Journal of Environmental Management
11 papers in training set
Top 0.5%
1.4%
12
Hydrobiologia
11 papers in training set
Top 0.1%
1.4%
13
Environmental Pollution
35 papers in training set
Top 2%
1.0%
14
Ecological Modelling
24 papers in training set
Top 0.4%
0.9%
15
Ecological Indicators
20 papers in training set
Top 0.5%
0.8%
16
Environmental DNA
49 papers in training set
Top 0.3%
0.8%
17
Conservation Letters
11 papers in training set
Top 0.4%
0.8%
18
Water Research
74 papers in training set
Top 1%
0.8%
19
Biological Conservation
43 papers in training set
Top 0.7%
0.8%
20
Frontiers in Marine Science
55 papers in training set
Top 1%
0.8%
21
Journal of Clinical Medicine
91 papers in training set
Top 7%
0.7%
22
Ecology and Evolution
232 papers in training set
Top 4%
0.7%
23
Communications Earth & Environment
14 papers in training set
Top 1%
0.7%
24
Frontiers in Plant Science
240 papers in training set
Top 6%
0.5%
25
Global Change Biology
69 papers in training set
Top 2%
0.5%
26
Environmental Research
46 papers in training set
Top 2%
0.5%