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Behavioral Science

Early Detection of Wood Coating Deterioration: A Data-Driven Approach to Sustainable Building Maintenance

From the Japanese cypress to the ponderosa pine, wood has been used in construction for millennia. Though materials like steel and concrete have largely taken over large building construction, wood is making a comeback, increasingly being used in public and multi-story buildings for its environmental benefits. Of course, wood has often been passed over in favor of other materials because it is easily damaged by sunlight and moisture when used outdoors. Wood coatings have been designed to protect wood surfaces for this reason, but coating damage often starts before it becomes visible. Once the deterioration can be seen with the naked eye, it is already too late. To solve this problem, a team of researchers is working to create a simple but effective method of diagnosing this nearly invisible deterioration before the damage becomes irreparable.

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The use of wood in construction has been a staple for millennia, from the majestic Japanese cypress to the sturdy ponderosa pine. Despite its environmental benefits, wood’s susceptibility to damage from sunlight and moisture often pushed it aside in favor of steel and concrete. However, with the growing interest in sustainable building practices, wood is making a comeback.

To overcome the challenges associated with wooden structures, researchers at Kyoto University have developed a groundbreaking method for detecting early signs of coating deterioration. This simple yet effective approach combines mid-infrared spectroscopy with machine learning to predict the extent of degradation before it becomes visible.

The team’s innovative technique uses partial least square regression and genetic algorithms to identify subtle chemical changes in wood coatings. These slight alterations, often too small to detect visually, can be accurately captured by infrared spectroscopy and predicted by the model. This enables researchers to diagnose early coating deterioration with high accuracy, reducing the need for costly visual inspections and preventing further decay.

By integrating chemistry and data-driven modeling techniques, this research demonstrates how traditional craftsmanship and modern data science can work together to support smarter maintenance of sustainable buildings. As Teramoto notes, “We hope this technology will help bridge the gap between traditional craftsmanship and modern data science.”

The researchers are now conducting tests on real wooden buildings, with plans to improve their model for application in new paint and coating product development. Beyond wood, this method may also be applied to materials like concrete or metal, unlocking new possibilities for diagnosing early material failure and improving sustainability across various industries.

Behavioral Science

Echidna Pseudo-Pouch Microbiome Shifts During Lactation Helps Young Thrive

Research shows microbial communities in echidna pseudo-pouches undergo dramatic changes while the animal is lactating, which could help in creating an environment for their young, known as puggles, to thrive.

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Echidnas, the only mammals that lay eggs, have an unusual reproductive system that includes a pseudo-pouch where their young, called puggles, grow and develop during lactation. Researchers from the University of Adelaide have made a fascinating discovery about the microbiome in these pseudo-pouches, which changes significantly while the mother is nursing her young.

The study, published in FEMS Microbiology Ecology, reveals that the microbial communities in echidna pseudo-pouches undergo dramatic changes during lactation, creating an environment that’s conducive to the health and well-being of their puggles. This is particularly important since puggles hatch at a very early developmental stage, lacking a functional immune system.

“We know that the reproductive microbiome is crucial for infant health in many species, including humans,” says Isabella Wilson, lead researcher on the study. “However, little was known about how it functions in egg-laying monotremes like echidnas.”

One of the key findings of this research is that during lactation, the pseudo-pouch microbial communities show significant differences in composition compared to samples taken outside of breeding season or during courtship and mating. This suggests that the echidna pseudo-pouch environment changes during lactation to accommodate young that lack a functional adaptive immune system.

The way puggles suckle may contribute to this shift in microbes. Unlike other species, echidnas don’t have nipples; instead, their young rub their beaks against a part of the pseudo-pouch called the milk patch, causing milk to come out of the skin, similar to a sweat or oil gland.

Compounds within the milk and from the skin probably contribute to the changes seen in the pseudo-pouch microbiota during lactation. This study highlights the importance of understanding these unique reproductive dynamics for conservation efforts and breeding programs for echidnas.

The research also sheds light on previous findings that showed big differences in the gut microbiome between echidnas in zoos and those in the wild. Surprisingly, no major difference was found in the pseudo-pouch microbiota between zoo-managed and wild animals. This suggests that the milk, rather than external environmental factors like captivity, is what primarily shapes the bacterial landscape of the pseudo-pouch.

For conservation efforts and breeding programs, it’s essential to learn more about the bacteria found in echidna pseudo-pouches and how they affect echidna health. This knowledge will help ensure the well-being of these unique animals and their young, ultimately contributing to the preservation of this fascinating species.

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Animals

Flamingos’ Feeding Secrets Revealed: The Art of Water Tornadoes and Skimming

Flamingos have developed an amazing variety of techniques to create swirls and eddies in the water to concentrate and eat brine shrimp and other organisms, a biologist found. They stomp dance to stir organisms from the bottom and concentrate them in whorls. The organisms are then drawn upward by a head jerk that forms a vortex. Meanwhile, their beak is chattering underwater to create vortices that funnel prey into their mouths.

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The fascinating world of bird feeding behaviors has been further explored by researchers, who have discovered that Chilean flamingos use their unique beak and foot structure to create water tornados and skimming techniques to trap their prey.

Victor Ortega Jiménez, an assistant professor at the University of California, Berkeley, and his collaborators have published a study in the Proceedings of the National Academy of Sciences detailing how these birds employ various strategies to capture brine shrimp, a crucial food source for them.

One of the key findings is that flamingos use their floppy webbed feet to churn up the water and create vortices around their beaks. This allows them to concentrate particles of food and increase their chances of capturing prey.

Another technique employed by flamingos is skimming, which involves moving the lower beak in a rapid chattering motion to create symmetrical vortices on either side of the beak. This helps to recirculate particles in the water and bring them into the beak, making it easier for the bird to capture its prey.

The study also highlights the importance of fluid dynamics in understanding how flamingos feed. Researchers employed computational fluid dynamics to simulate the 3D flow around the beak and feet, confirming that the vortices do indeed concentrate particles, similar to experiments using a 3D-printed head in a flume.

This research has significant implications for our understanding of bird feeding behaviors and could potentially inform the design of robots that need to navigate water or muddy environments.

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Animals

“Reproducibility Issues Found in Insect Behavioral Experiments”

A recent study provides evidence that some results of behavioral experiments with insects cannot be fully reproduced. So far, possible reproducibility problems have been little discussed in this context.

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The study on the reproducibility of behavioral experiments with insects has now been published, providing evidence that some results cannot be fully reproduced. This “reproducibility crisis” affects different disciplines, including biomedical research and behavioral studies on mammals. However, there have been no comparable systematic studies on insects – until now.

A team of researchers from the Universities of Münster, Bielefeld, and Jena (Germany) conducted a multi-laboratory approach to test the reproducibility of ecological insect studies. They performed three different behavioral experiments using different insect species: the turnip sawfly, meadow grasshopper, and red flour beetle.

Each experiment was carried out in laboratories in Münster, Bielefeld, and Jena, and the results were compared. The studies examined the effects of starvation on behavior in larvae of the turnip sawfly, the relationship between body color and preferred substrate color in grasshoppers, and the choice of habitat in red flour beetles.

To the research team’s knowledge, this study is the first to systematically demonstrate that behavioral studies on insects can also be affected by poor reproducibility. This was surprising, as insect studies generally use large sample sizes and could provide more robust results. However, reproducibility was higher compared to other systematic replication studies not carried out on insects.

The results are of particular interest to scientists in behavioral biology and ecology but also for all disciplines where behavioral experiments are conducted with animals. The research team concludes that deliberately introducing systematic variations could improve reproducibility in studies with living organisms.

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