2022
DOI: 10.1007/s00244-022-00920-z
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Behavioral Variables to Assess the Toxicity of Unionized Ammonia in Aquatic Snails: Integrating Movement and Feeding Parameters

Abstract: Behavioral endpoints are important parameters to assess the effects of toxicants on aquatic animals. These endpoints are useful in ecotoxicology because several toxicants modify the animal behavior, which may cause adverse effects at higher levels of ecological organization. However, for the development of new bioassays and for including the behavior in ecotoxicological risk assessment, the comparison of sensitivity between different behavioral endpoints is necessary. Additionally, some toxicants remain in aqu… Show more

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Cited by 8 publications
(6 citation statements)
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“…Hidden state (ℎ 𝑡 ) = (1 -𝑧 𝑡 ) * ℎ 𝑝𝑟𝑒𝑣 +𝑧 𝑡 * ℎ 𝑡𝑖𝑙𝑑𝑎 𝑡 (7) The equation (7) updates the current hidden state (ℎ 𝑡 ) in an GRU cell by combining the previous hidden state…”
Section: Update Gate (𝑧mentioning
confidence: 99%
See 1 more Smart Citation
“…Hidden state (ℎ 𝑡 ) = (1 -𝑧 𝑡 ) * ℎ 𝑝𝑟𝑒𝑣 +𝑧 𝑡 * ℎ 𝑡𝑖𝑙𝑑𝑎 𝑡 (7) The equation (7) updates the current hidden state (ℎ 𝑡 ) in an GRU cell by combining the previous hidden state…”
Section: Update Gate (𝑧mentioning
confidence: 99%
“…To overcome the challenges in water quality classification, our research adopts an Internet of Things (IoT) approach for data collection [7]. Strategically placed sensors gather real-time data on various environmental variables such as temperature, dissolved oxygen, pH value, nutrient concentration, humidity levels, wind direction, speed, and rainfall.…”
Section: Introductionmentioning
confidence: 99%
“…Both unionized ammonia (NH 3 ) and ammonium ions (NH 4 + ) are present in wastewater, with the unionized form being particularly toxic to aquatic biota (Alonso et al, 2022; Lin et al, 2022). The proportion of NH 3 increases with temperature and/or pH (pKa = 9.25 at 25°C) (Alonso et al, 2022). At temperatures ranging from 0 to 30°C, and within pH values typical of domestic wastewater (7–8), the proportion of NH 3 is low, ranging from 0.082% to 7.46%.…”
Section: Introductionmentioning
confidence: 99%
“…At temperatures ranging from 0 to 30°C, and within pH values typical of domestic wastewater (7–8), the proportion of NH 3 is low, ranging from 0.082% to 7.46%. However, this increases markedly as the pH increases and NH 3 concentrations as low as 1 mg/L can have adverse effects on biotic species (Alonso et al, 2022; Lin et al, 2022). It is therefore desirable to reduce the amount of NH 3 /NH 4 + in wastewater before discharge (Wade et al, 2010).…”
Section: Introductionmentioning
confidence: 99%
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