AIMC Topic: Temperature

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Classifying Storage Temperature for Mandarin ( L.) Using Bioimpedance and Diameter Measurements with Machine Learning.

Sensors (Basel, Switzerland) Apr 21, 2025
Mandarin ( L.) is consumed worldwide. Improper storage temperatures cause flavor loss and shorten shelf lives, reducing marketability. Mandarins' quality is difficult to assess visually, as they show no apparent changes during storage. Therefore, a s...
Electric Impedance Citrus Food Storage Machine Learning Temperature
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Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigation.

Scientific reports Apr 11, 2025
Global warming is one of the most pressing and critical problems facing the world today. It is mainly caused by the increase in greenhouse gases in the atmosphere, such as carbon dioxide (CO). Understanding how soils respond to rising temperatures is...
Soil Soil Microbiology Carbon Dioxide Artificial Intelligence Machine Learning Temperature Climate Change Global Warming
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Infrared thermography of beef carcasses and random forest algorithm to predict temperature and pH of Longissimus thoracis on carcasses.

Meat science Apr 10, 2025
This study aimed to evaluate the use of infrared thermography (IRT) as a method for predicting the initial and ultimate temperature, as well as the pH, of the Longissimus thoracis in beef carcasses (LTBC). A total of 102 beef carcasses, consisting of...
Male Cattle Muscle, Skeletal Algorithms Temperature Animals Infrared Rays Thermography Refrigeration Random Forest Hydrogen-Ion Concentration Red Meat
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Supervised Machine Learning and Physics Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy.

PloS one Apr 4, 2025
Additive friction stir deposition (AFSD) is a novel solid-state additive manufacturing technique that circumvents issues of porosity, cracking, and properties anisotropy that plague traditional powder bed fusion and directed energy deposition approac...
Neural Networks, Computer Machine Learning Supervised Machine Learning Algorithms Alloys Temperature Friction Aluminum
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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...
Humidity Wind Snow Machine Learning Models, Theoretical Meteorological Concepts Forecasting Weather Temperature
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Stability of Jurkat cells during short-term liquid storage analyzed by flow imaging microscopy.

European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V Mar 26, 2025
The viability of cell-based medicinal products (CBMPs) is a critical quality attribute and must be assessed throughout the product lifecycle to contribute to a safe and potent drug product. In this study, we investigated the impact of short-term liqu...
Cell Survival Flow Cytometry Dimethyl Sulfoxide Microscopy Temperature Humans Drug Storage Time Factors Jurkat Cells Culture Media
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Land surface temperature predicts mortality due to chronic obstructive pulmonary disease: a study based on climate variables and impact machine learning.

Geospatial health Mar 26, 2025
INTRODUCTION: Chronic Obstructive Pulmonary Disease (COPD) mortality rates and global warming have been in the focus of scientists and policymakers in the past decade. The long-term shifts in temperature and weather patterns, commonly referred to as ...
Temperature United States Aged Climate Change Adult Humans Spatial Analysis Pulmonary Disease, Chronic Obstructive Machine Learning Male Female Middle Aged
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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 Animals Animal Husbandry Chickens Fuzzy Logic Internet Telemetry Housing, Animal Humidity Wireless Technology
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Forecasting invasive mosquito abundance in the Basque Country, Spain using machine learning techniques.

Parasites & vectors Mar 15, 2025
BACKGROUND: Mosquito-borne diseases cause millions of deaths each year and are increasingly spreading from tropical and subtropical regions into temperate zones, posing significant public health risks. In the Basque Country region of Spain, changing ...
Dengue Introduced Species Spain Mosquito Vectors Temperature Machine Learning Seasons Animals Forecasting Climate Weather Aedes
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Thermal Adaptation of Cytosolic Malate Dehydrogenase Revealed by Deep Learning and Coevolutionary Analysis.

Journal of chemical theory and computation Mar 13, 2025
Protein evolution has shaped enzymes that maintain stability and function across diverse thermal environments. While sequence variation, thermal stability and conformational dynamics are known to influence an enzyme's thermal adaptation, how these fa...
Malate Dehydrogenase Deep Learning Evolution, Molecular Molecular Dynamics Simulation Enzyme Stability Protein Conformation Cytosol Temperature
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