Optimization and simulation of intelligent aquaponics system using evolutionary algorithms

This study presents a smart aquaponics system that integrates Internet of Things (IoT) monitoring with evolutionary optimization methods like Genetic Algorithm, Simulated Annealing, and Particle Swarm Optimization to regulate pH, temperature, and total dissolved solids. The approach improves plant growth, strengthens system stability, and supports sustainable freshwater food production.

Int. J. Lim., 62 (2026) 4
DOI: https://doi.org/10.1051/limn/2025013

Demographic parameters and exploitation of the endemic cyprinid, Hypselobarbus kurali in small-scale fisheries from five rivers in the Western Ghats, India

Hypselobarbuskurali(Red-tailed Barb)is a commercially important food fish that is endemic to the Western Ghats biodiversity hotspot. The estimated growth parameters of H. kurali include an asymptotic length (L∞) ranging between 263.55 and 368.55 mm and growth coefficient (K) varying from 0.42 and 0.82 yr-1 across different rivers. The fishing mortality rate observed for H. kurali in the Periyar River of 1.37 yr-1 seems to be among the highest ever documented for this species. The current exploitation rate (E), which varies from 0.44 to 0.63 yr-1, slightly exceeding the optimum exploitation level (E=0.47) in two rivers and strongly exceeding in one river. It indicates that unmanaged fishery may have resulted in unsustainable exploitation, making this cyprinid population in Western Ghats rivers at risk of an imminent collapse.

Int. J. Lim., 62 (2026) 3
DOI: https://doi.org/10.1051/limn/2026002
Open Access

Characterisation of the nuptial colouration pattern of Phoxinus lumaireul Schinz, 1840 (Teleostei, Leuciscidae) and first record in France

We report the first record of a seventh -and first non-native- minnow species occurring in France, the Italian minnow Phoxinus lumaireul, according to a picture of a male specimen in nuptial colouration corresponding to what observed in the Po catchment, and caught in the Lake Geneva in 2010.

Int. J. Lim., 62 (2026) 1
DOI: https://doi.org/10.1051/limn/2025012
Open Access

Multiple drivers shape winter swarms of the bloody-red shrimp Hemimysis anomala

Winter swarms of the invasive mysid Hemimysis anomala in Lake Geneva arise from successive demographic and ecological processes. Adult-juvenile succession supports a reproductive role, while water temperature indirectly drives swarm collapse, partly mediated by the littoral return of perch, with active predation observedby video.

Int. J. Lim., 62 (2026) 2
DOI: https://doi.org/10.1051/limn/2026001

Contrasting responses of phytoplankton, epiphyton, and epipelon to enrichment and its interruption in a shallow lake mesocosm experiment

We investigated how phytoplankton, epiphyton, and epipelon respond to short-term nutrient enrichment and its interruption in a mesocosm experiment in a mesotrophic shallow lake. Enrichment increased phytoplankton biomass but reduced epiphyton and had little effect on epipelon. After stopping enrichment, phytoplankton declined while epipelon increased. Enrichment also altered community structure, favoring bloom-forming and shade-adapted species. The nutrient enrichment associated with phytoplankton blooms can compromise periphyton function by reducing biomass, diversity, and altering species composition in shallow lake ecosystems.

Int. J. Lim., 61 (2025) 12
DOI: https://doi.org/10.1051/limn/2025011

Temporal water quality forecasting in Peruća Reservoir, Croatia, using a hybrid graph neural network and transformer model under climate variability

The Peruća Reservoir in Croatia faces water quality fluctuations due to rapid recharge and climate change. A hybrid GNN-Transformer model accurately predicts water quality parameters (R2 > 0.92), outperforming other models. Climate projections for 2050 suggest declining reservoir levels and water quality, aiding sustainable management.

Int. J. Lim., 61 (2025) 11
DOI: https://doi.org/10.1051/limn/2025010
Free Access

Assigning taxonomy and traits to DNA sequences of river diatoms in a region with limited taxonomic knowledge using the updated and annotated reference library Diat.barcode

We present Diat.barcode v12, an updated and expert-curated diatom reference library that incorporates newly published rbcL sequences annotated with ecological and biological traits. Using 320 river samples from France and French Guyana, we show that direct trait assignment can complement taxonomy by providing ecological interpretability in regions with limited taxonomic coverage, supporting the use of traits as an additional tool for biomonitoring.

Int. J. Lim., 61 (2025) 10
DOI: https://doi.org/10.1051/limn/2025009

Increasing risk of water quality deterioration in a typical inland lake of China

This study integrated years of field measurements and Landsat-5/8 images to assess the water quality of a typical transport lake in China and revealed the increasing risk of water quality deterioration in recent years. The exploration of population and local fishery size were found to be mainly responsible for the deterioration of water quality.

Int. J. Lim., 61 (2025) 9
DOI: https://doi.org/10.1051/limn/2025008

Growth and reproductive traits of endemic Anatolian khramulya Capoeta tinca (Heckel, 1843) (Teleostei: Cyprinidae) in the Devrez River, Türkiye

This study examines the population structure, growth, and reproduction of the endemic fish Capoetatinca in the Devrez River. Findings highlight sex-based growth patterns, spawning season, and fecundity, offering valuable insights for conservation and sustainable management of freshwater endemics.

Int. J. Lim., 61 (2025) 8
DOI: https://doi.org/10.1051/limn/2025007
Open Access

Interactions between Anisus spirorbis (Planorbidae) and Galba truncatula (Lymnaeidae) in snail communities on sedimentary soils

Field and laboratory investigations were conducted to study competition between the planorbid Anisusspirorbis and the lymnaeid Galba truncatula when these two species live in bispecific communities on sedimentary soils. In presence of adult G. truncatula, the survival of juvenile and pre-adult planorbids significantly diminished while the number of egg-masses laid by adult planorbids showed a significant decrease.

Int. J. Lim., 61 (2025) 7
DOI: https://doi.org/10.1051/limn/2025006