AIMC Topic: Microclimate
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Leveraging camera traps and artificial intelligence to explore thermoregulation behaviour.
The Journal of animal ecology
Jul 22, 2024
Behavioural thermoregulation has critical ecological and physiological consequences that profoundly influence individual fitness and species distributions, particularly in the context of climate change. However, field monitoring of this behaviour rem...
Prediction of cooling effect of constant temperature community bin based on BP neural network.
International journal of biometeorology
Feb 7, 2023
In order to explore the influence of outdoor microclimate on the cooling effect of constant temperature community bin, the temperature prediction model was predicted. The temperature and microclimate data sets of the community bin were collected in s...
Novel Model Based on Artificial Neural Networks to Predict Short-Term Temperature Evolution in Museum Environment.
Sensors (Basel, Switzerland)
Jan 13, 2022
The environmental microclimatic characteristics are often subject to fluctuations of considerable importance, which can cause irreparable damage to art works. We explored the applicability of Artificial Intelligence (AI) techniques to the Cultural He...
Machine-learning model led design to experimentally test species thermal limits: The case of kissing bugs (Triatominae).
PLoS neglected tropical diseases
Mar 8, 2021
Species Distribution Modelling (SDM) determines habitat suitability of a species across geographic areas using macro-climatic variables; however, micro-habitats can buffer or exacerbate the influence of macro-climatic variables, requiring links betwe...
Dew point temperature affects ascospore release of allergenic genus Leptosphaeria.
International journal of biometeorology
Jan 27, 2018
The genus Leptosphaeria contains numerous fungi that cause the symptoms of asthma and also parasitize wild and crop plants. In search of a robust and universal forecast model, the ascospore concentration in air was measured and weather data recorded ...
Artificial Intelligence for Climate Change Biology: From Data Collection to Predictions.
Integrative and comparative biology
Sep 27, 2024
In the era of big data, ecological research is experiencing a transformative shift, yet big-data advancements in thermal ecology and the study of animal responses to climate conditions remain limited. This review discusses how big data analytics and ...
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