Seasonal and daily thermal variation can limit species distributions because of physiological tolerances. Low temperatures are particularly challenging for ectotherms, which use both basal thermotolerance and acclimation, an adaptive plastic response, to mitigate thermal stress. Both basal thermotolerance and acclimation are thought to be important for local adaptation and persistence in the fa...

Terrestrial gastropods are both herbivores and detritivores, but the ratio between these two modes of feeding can be highly variable over time. While previous studies have examined long-term seasonal patterns in the consumption of fresh material, mechanisms explaining short-term variation in dietary preferences have not been explored. We used faecal analysis to determine how short-term variatio...

Forecasting stock price trends accurately appears a huge challenge because the environment of markets is extremely stochastic and complicated. This persistently motivates us to seek reliable pathways guide trading. While Long Short-Term Memory (LSTM) network has dedicated gate structure quite suitable for prediction based on contextual features, we propose novel LSTM-based model. Also, devise m...