AIMC Topic: Humidity

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Environmental drivers of calling activity in the critically endangered lemur leaf frog, (Hylidae: Phyllomedusinae).

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Jun 12, 2025
Tropical frog species are known to exhibit high sensitivity to weather regime alterations, which leaves them vulnerable to ongoing climate change. This challenge is exacerbated by limited knowledge of species-specific responses to environmental chang...
Temperature Humidity Vocalization, Animal Anura Endangered Species Climate Change Animals
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Prediction of air temperature and humidity in greenhouses via artificial neural network.

PloS one Jun 9, 2025
Accurate prediction of greenhouse temperature and relative humidity is critical for developing environmental control systems. Effective regulation strategies can help improve crop yields while reducing energy consumption. In this study, Multilayer Pe...
Bayes Theorem Neural Networks, Computer Humidity Temperature Soil
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Explainable machine learning for predictive modeling of blowing snow detection and meteorological feature assessment using XGBoost-SHAP.

PloS one Mar 28, 2025
Accurate forecasting of blowing snow events is vital for improving numerical models of snow processes, yet traditional predictive methods often lack interpretability. This study leverages eXtreme Gradient Boosting (XGBoost) to detect blowing snow eve...
Temperature Wind Models, Theoretical Machine Learning Forecasting Snow Meteorological Concepts Weather Humidity
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Design of wireless web-based multiplatform system for thermal environmental control of broiler facilities using fuzzy set theory.

Anais da Academia Brasileira de Ciencias Mar 21, 2025
The control and monitoring process for broiler facilities needs to be improved to mitigate or eliminate birds' thermal stress. Thus, the objective was to develop of a fuzzy controller embedded in a microcontroller and a multiplatform web application ...
Temperature Housing, Animal Chickens Humidity Animals Telemetry Fuzzy Logic Wireless Technology Animal Husbandry Internet
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Towards efficient IoT communication for smart agriculture: A deep learning framework.

PloS one Nov 21, 2024
The integration of IoT (Internet of Things) devices has emerged as a technical cornerstone in the landscape of modern agriculture, revolutionising the way farming practises are viewed and managed. Smart farming, enabled by interconnected sensors and ...
Agriculture Temperature Humidity Crops, Agricultural Internet of Things Humans Ecosystem Neural Networks, Computer Deep Learning
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Comparison of RNN-LSTM, TFDF and stacking model approach for weather forecasting in Bangladesh using historical data from 1963 to 2022.

PloS one Sep 19, 2024
Forecasting the weather in an area characterized by erratic weather patterns and unpredictable climate change is a challenging endeavour. The weather is classified as a non-linear system since it is influenced by various factors that contribute to cl...
Forecasting Decision Trees Weather Humans Neural Networks, Computer Humidity Bangladesh Data Mining Machine Learning Climate Change
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Interfacial Polarization Strategy to Electroactive Poly(lactic acid) Nanofibers for Humidity-Resistant Respiratory Protection and Machine Learning-Assisted Monitoring.

ACS applied materials & interfaces Aug 18, 2024
The advancement of intelligent and biodegradable respiratory protection equipment is pivotal in the realm of human health engineering. Despite significant progress, achieving a balance between efficient filtration and intelligent monitoring remains a...
Polyesters Nanofibers Humidity Machine Learning Monitoring, Physiologic Humans
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Investigating the impact of climate variables on the organic honey yield in Turkey using XGBoost machine learning.

Journal of the science of food and agriculture Aug 9, 2024
BACKGROUND: The Turkish organic honey industry, a major player in the global market, faces challenges due to climate fluctuations. Understanding the influence of climate factors on honey production is vital for sustainable farming and economic stabil...
Humidity Organic Agriculture Beekeeping Bees Climate Change Temperature Wind Machine Learning Turkey Honey Animals
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Predicting the pulse of urban water demand: a machine learning approach to deciphering meteorological influences.

BMC research notes Aug 9, 2024
OBJECTIVE: This study delves into the impact of urban meteorological elements-specifically, air temperature, relative humidity, and atmospheric pressure-on water consumption in Kamyaran city. Data on urban water consumption, temperature (in Celsius),...
Humans Machine Learning Water Cities Temperature Humidity Seasons Water Supply Atmospheric Pressure Meteorological Concepts
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Customizable Colorimetric Sensor Array via a High-Throughput Robot for Mitigation of Humidity Interference in Gas Sensing.

ACS sensors Aug 1, 2024
One challenge for gas sensors is humidity interference, as dynamic humidity conditions can cause unpredictable fluctuations in the response signal to analytes, increasing quantitative detection errors. Here, we introduce a concept: Select humidity se...
Algorithms Colorimetry Gases Humidity Robotics
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