Evolutionary algorithms for species distribution modelling: A review in the context of machine learning

S Gobeyn, AM Mouton, AF Cord, A Kaim, M Volk… - Ecological …, 2019 - Elsevier
Scientists and decision-makers need tools that can assess which specific pressures lead to
ecosystem deterioration, and which measures could reduce these pressures and/or limit …

Habitat suitability modeling for the feeding ground of immature albacore in the southern Indian Ocean using satellite-derived sea surface temperature and chlorophyll …

S Mondal, AH Vayghan, MA Lee, YC Wang, B Semedi - Remote Sensing, 2021 - mdpi.com
In the current study, remotely sensed sea surface ocean temperature (SST) and sea surface
chlorophyll (SSC), an indicator of tuna abundance, were used to determine the optimal …

Multisatellite-based feeding habitat suitability modeling of albacore tuna in the Southern Atlantic Ocean

AH Vayghan, MA Lee, JS Weng, S Mondal, CT Lin… - Remote Sensing, 2020 - mdpi.com
Decision strategies in fisheries management are often directed by the geographic
distribution and habitat preferences of target species. This study used remote sensing data …

Modeling of swordtip squid (Uroteuthis edulis) monthly habitat preference using remote sensing environmental data and climate indices

A Haghi Vayghan, A Ray, S Mondal… - Frontiers in Marine …, 2024 - frontiersin.org
Understanding the spatial arrangement of species in maritime settings necessitates the
study of oceanography. Hence, doing a study on the correlation between oceanography and …

Input variable selection with a simple genetic algorithm for conceptual species distribution models: A case study of river pollution in Ecuador

S Gobeyn, M Volk, L Dominguez-Granda… - … Modelling & Software, 2017 - Elsevier
Species distribution models (SDMs) have received increasing attention in freshwater
management to support decision making. Existing SDMs are mainly data-driven and often …

Modelling Occurrence of Invasive Water Hyacinth (Eichhornia crassipes) in Wetlands

R Zarkami, J Esfandi, R Sadeghi - Wetlands, 2021 - Springer
Eichhornia crassipes is one of the most ubiquitous invasive aquatic species in the world that
negatively impact on native fauna and flora. The information on the occurrence of such …

Use of data-driven models to analyse the habitat preferences of the leaping grey mullet (Chelon saliens, Risso, 1810) in the Caspian Sea

R Zarkami, P Bahri, H Fazli, AH Vayghan… - Regional Studies in …, 2023 - Elsevier
Identifying the most important independent environmental variables affecting the habitat
preferences of marine fish species is very important for a proper and effective fisheries …

Modelling habitat preference of Caspian Kutum, Rutilus kutum, using non-linear habitat suitability indices and generalized additive models

F Moëzzi, H Poorbagher, S Eagderi, J Feghhi… - Regional Studies in …, 2022 - Elsevier
Abstract The distribution of Caspian Kutum, Rutilus kutum, an economically important fish
species with a limited understanding of its ecology, was investigated along the southern …

Implementation of the Pelagic Hotspot Index in detecting the habitat suitability area for bigeye tuna (Thunnus obesus) in the eastern Indian Ocean

ZD ISTNAENI, JL GAOL, M ZAINUDDIN… - Biodiversitas Journal of …, 2023 - smujo.id
Istnaeni ZD, Gaol JL, Zainuddin M, Fitrianah D. 2023. Implementation of the Pelagic Hotspot
Index in detecting the habitat suitability area for bigeye tuna (Thunnus obesus) in the …

Effects of fishing and environmental parameters on the commercial bony fish assemblage in the southern Caspian Sea

H Fazli, F Kaymaram, GR Daryanabard - … and Hydrobiological Studies, 2022 - sciendo.com
Since the 1990s, anthropogenic activities have been the major direct or indirect threats to
the structural and functional organization of the unique ecosystem of the Caspian Sea (CS) …