Modeling the underlying environmental factors of milky sea case and luminous bacteria presence in Java Southern Sea in 2019
Wibowo, A. A.
Show abstract
The milky sea is one of the unique natural phenomena caused by the presence of luminous Vibrio bacteria in marine ecosystems. Recently a milky sea has been reported frequently included in the Java Southern Sea. Simultaneously, numerous remote sensing based approaches have been developed to detect the presence of luminous bacteria and the milky sea. Despite this state of the art, the information of detrimental factors of the marine bioluminescence was still limited. Then this research aims to model the underlying environmental factors causing the milky sea and luminous bacteria presence in the Java Southern Sea in 2019. The remote sensing assessment for the period of July 29-August 6, 2019 shows that the magnitude of bioluminescence measured in radiance was having a maximum value of 255 nanoW/cm2/sr and an average of 107 nanoW/cm2/sr/day (95%CI: 71.9 to 142 nanoW/cm2/sr/day). The milky sea size increased and reached its peak with a size of 44,124 km2 and then declined. The average milky sea size was 37,942 km2 (95% CI: 33,400 to 42,500 km2) and increased with average rate of 16.01% (95%CI: 5.41% to 26.66%). While Akaike Information Criterion (AIC) indicates that the best model to infer the relationship of bacterial bioluminescence with its environmental factors contained Chlorophyll a followed by sea surface temperature factors with AICc values of 101.16 (AICweight: 0.50) and 101.95 (AICweight: 0.34). This indicates that low temperature and high plankton cells is the limiting factors of the bacterial bioluminescence.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Effects of sea ice and wind speed on Phytoplankton spring bloom in Central and Southern Baltic Sea 97%
- Insights on aquatic microbiome of the Indian Sundarbans mangrove areas 95%
- Modeled buoyancy of eggs and larvae of the deep-sea shrimp Aristeus antennatus (Crustacea: Decapoda) in the northwestern Mediterranean Sea 94%
Similar papers in this journal
- Stock identification of Mediterranean horse mackerel (Trachurus mediterraneus) through the analysis of morphometric characters in the Adriatic Sea. 95%
- A quick and reliable menthol-induced bleaching protocol for the Caribbean staghorn coral, Acropora cervicornis 93%
- Impact of NaCl, nitrate and temperature on the microbial community of a methanol-fed, denitrifying marine biofilm 92%
Similar papers in this journal
- Assessment of Environmental Factors Associated with Antibiotic Resistance Genes (ARGs) in the Yangtze Delta, China 92%
- Grazing pressure-induced shift in planktonic bacterial communities with the dominance of acIII-A1 actinobacterial lineage in soda pans 91%
- Geographical variability of bacterial communities of cryoconite holes of Andean glaciers 91%
Similar papers in this journal
- Using cost-effective surveys from platforms of opportunity to assess cetacean occurrence patterns for marine park management in the heart of the Coral Triangle 94%
- Sampling Microbial Dynamics in the Salish Sea Estuary: Evaluating Methods to Capture Cyanobacteria and Cyanophage 91%
- Kilometer-scale larval dispersal processes predict metapopulation connectivity pathways for Paramuricea biscaya in the northern Gulf of Mexico 91%
Similar papers in this journal
- Surface microbiota of Mediterranean loggerhead sea turtles unravelled by 16S and 18S amplicon sequencing 91%
- Microclimate, CO2 and CH4 concentration on Blue tits (Cyanistes caeruleus) nests: effects of brood size, nestling age and on ectoparasites 90%
- Assessment of microphytobenthos communities in the Kinzigcatchment using photosynthesis-related traits, digital light microscopy and 18S-V9 amplicon sequencing 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.