Wednesday, December 13, 2023

 

A study from China reported a high prevalence of high myopia and pathological myopia but a lack of awareness in this patient population. Increased patient education about the disease needs to be emphasized


Peer-Reviewed Publication

SICHUAN INTERNATIONAL MEDICAL EXCHANGE AND PROMOTION ASSOCIATION

Research on Perceptions of High Myopia/Pathological Myopia in China 

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PREVALENCE AND PERCEPTION OF HIGH MYOPIA/PATHOLOGICAL MYOPIA IN CHINA

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CREDIT: THE EYE AND ENT HOSPITAL OF FUDAN UNIVERSITY, CHINA




Myopia is the most common eye disease worldwide, with prevalence rates of 25-50% among adults in the United States and Europe, and up to 85-90% among young people in Asian countries. In East Asia, myopia progresses at an amazingly rapid rate during childhood and about 24% of patients may develop high myopia by adulthood. High myopia can lead to a number of ocular complications and is an important risk factor for pathological myopia, which is usually characterised by a spherical refraction dioptre greater than -6.00 D, an axial length greater than 26mm, and a combination of pathological changes in the fundus. The prevalence of pathological myopia in young people with high myopia is about 8%, and the incidence of blindness and low vision is as high as 22.4%and 32.7% respectively. Myopia has therefore become a global public health concern.

Recently, a team of Xingtao Zhou and Jing Zhao from the Eye and ENT Hospital of Fudan University conducted a multicentre survey on "Awareness of high and pathological myopia among myopic patients in China: A cross-sectional multicenter survey" was published in MedComm-Future Medicine, published by Wiley. 6,975 doctors and myopic patients in 161 medical institutions were surveyed online and offline, and data on the proportion of patients with myopia, high myopia, and pathological myopia in China were collected. The report also investigated the outpatient education status, doctors' expectations of patient education, patients' knowledge of high myopia and pathological myopia, and their access to related knowledge and analyzed the factors affecting patients' access to related information using multifactorial logistic regression.

The prevalence of high myopia was found to be 11.3% (22.59% with pathological myopia, and 22.45% experienced high myopia complications). 97.4% of patients with high myopia were engaged in work requiring frequent and prolonged eye use; 51.54% developed high myopia in adolescents between the ages of 11 and 20 years; 46.7% of individuals with high myopia exhibited a parental history of high myopia in one parent, while 19.6% manifested high myopia in both parents. Patients' knowledge of high and pathological myopia was insufficient; nearly half of the doctors (48.7%) believed that patients had only a vague concept of high or pathological myopia and that there were some misunderstandings. The majority of outpatients (61.4%) did not have access to specialized myopia-related education for medical staff, and almost all doctors (98.4%) agreed that there was a need to increase patient education during consultations. The majority of patients (64.5%) preferred to obtain ophthalmology-related information from general platforms (including search engines and Q&A platforms). Patients had different preferences and needs for ophthalmic information channels online, influenced by factors such as family background, medical history and knowledge of myopia.

In summary, the research team noted that despite the high prevalence of high myopia or pathological myopia in China, patient awareness remains inadequate. Therefore, there is a need to improve patient education about high myopia and pathological myopia to reduce the incidence of adverse outcomes.

See the article: 

Awareness of High and Pathological Myopia among Myopic Patients in China: a Cross-Sectional Multicenter Survey

 

Applications of lasers: A promising route towards low-cost fabrication of high-efficiency full-color micro-LED displays

Peer-Reviewed Publication

COMPUSCRIPT LTD

FIG 1 

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FIG. 1 | THE CORRESPONDING DEVELOPMENTS OF LASER APPLICATIONS IN THE FABRICATION PROCESSES OF MICRO-LED FULL-COLOR DISPLAYS: (A) NANO-PROCESSING, (B) DEFECTIVE DETECTION, (C) LASER REPAIR AND MASS TRANSFER, (D) PATTERNING AND MORPHOLOGY MODIFICATION FOR QD-CCF.

 

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CREDIT: OES

A new publication from Opto-Electronic Science; DOI  10.29026/oes.2023.230028 discusses the application of lasers in the fabrication of high-efficiency full-color micro-LED displays.

 

Micro-light-emitting diode (micro-LED) displays with a size smaller than 50 × 50 μm2 has been regarded as the next-generation display technology. Compared with liquid crystal displays and organic LED technology, micro-LEDs has many advantages such as long lifetimes, high efficiency, etc. Micro-LEDs also present great potential in many fields, such as virtual reality (VR)/augmented reality (AR) and smart watches. However, there remain multiple challenges to their commercialization. For example, the mass transfer yield of pixels in micro-LED displays should achieve 99.999%; researchers should develop nano-processing technologies with higher efficiency and accuracy; it is urgent to optimize the efficiency and accuracy of the defective detection and repair processes for micro-LED modules; the performance of the quantum dots color conversion layers (QD-CCFs) should be improved. In conclusion, the low cost, high precision, and high efficiency technologies for full-color micro-LED displays are essential to be developed.

 

For the advantages of lasers in brightness, directivity and monochromaticity, it is considered as as “the fastest knife”, “the most accurate ruler” and “the brightest light”. Recently, laser-based technology has attracted attention for their application in the manufacturing process of micro-LED full-color displays, such as chip dicing, geometric shaping, lift off, defective repair, mass-transfer and QD-CCFs modification. With the widespread application of lasers, the commercialization of full-color micro-LED displays could be vigorously promoted.

 

The research group of Rong Zhang / Tingzhu Wu from Xiamen University and Hao-Chung Kuo from Yang Ming Chiao Tung University reviewed the application of lasers during the fabrication processes of micro-LEDs, including nano-processing, defective detection and repair, mass transfer, and QD-CCFs, as shown in Fig. 1. In addition, the difference between laser-based technologies and traditional technologies are discussed, and the research status and application prospects of laser technologies during the fabrication processes of micro-LED full-color displays are introduced in detail, these results provide a reference towards low-cost fabrication of high-efficiency full-color micro-LED displays.

 

Traditional diamond dicing and plasma dicing technologies still face many challenges during the wafer dicing processes of micro-LEDs, thus the UV-laser dicing technology with high precision has attract great attention. For the limit of accuracy, traditional wet etching and plasma etching is only suitable for processing the geometry shape of micro-LEDs, thus the laser-based technologies such as laser drilling or laser scribing with high precision could be used for processing the nanostructures of micro-LEDs. In addition, instead of nanosecond lasers, people have used ultrafast lasers to reduce the thermal damage during LLO processes, the schematic and physical mechanism of the LLO processes is depicted in Fig. 2(a–d), and the laser machining setup is illustrated in Fig. 2 (e). As shown in Fig. 2(f), by using the high-energy pulsed laser beam to penetrate the sapphire substrate and to evenly scan the interface between the sapphire substrate and the epitaxial GaN material, the separation of the substrate and chips could be achieved. Moreover, the application of micro-LEDs in many fields still faces the challenges of high-efficiency detection, location, and removal of defects. Therefore, the PL defect detection technique using lasers with the advantage of no contact and ultrahigh detection efficiencies has attracted attention.

high-efficiency full-color micro-LED displays.

 

The mass-transfer yield requirement for micro-LEDs should exceed 99.999%, related technological breakthroughs are the key to achieving low-cost fabrication of high-efficiency full-color micro-LED displays. As shown in Fig. 3(a-d), many technologies such as stamp transfer printing, Roll-to-Roll transfer, fluid self-assembly (FSA) mass transfer, two-dimensional materials-based layer transfer and laser-induced forward transfer (LIFT) have been proposed. For the noncontact advantages of laser-assisted mass transfer, we summarized the principle and differences of LIFT, laser direct writing (LDW), thermomechanical selective laser-assisted die transfer (tmSLADT), and selective laser lift-off (SLLO) mass-transfer technologies, as shown in Fig. 3(e).

 

There are many advantages of using QD-CCFs for full-color micro-LED displays. However, the stability of QD-CCFs should be enhanced in the application of displays. In addition to the calibration of the inkjet-printing system, laser-based technologies could also be used to regulate the defect density, phase transition, grain size and other aspects of the perovskite QD-CCFs, thereby improving the performance of the micro-LED full-color displays.

 

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This work was completed by the team of Solid-State Lighting Laboratory of Xiamen University. The Solid-State Lighting Laboratory belongs to the Electronic Science Department of the School of Electronic Science and Technology of Xiamen University (National Model Microelectronics Institute), Fujian Semiconductor Lighting Engineering Technology Research Center, Fujian Province LED Lighting and Display Industry Technology Development Base, Fujian Province Photoelectric Lighting and Display Enterprise Service-oriented Manufacturing Public Service Platform, Xiamen Semiconductor Lighting Testing and Certification Center. The main research directions of the laboratory are: semiconductor lighting display detection technology, micro-LED, intelligent health lighting, visible light communication, perovskite quantum dots, research and development of testing instrument software, etc.

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Opto-Electronic Science (OES) is a peer-reviewed, open access, interdisciplinary and international journal published by The Institute of Optics and Electronics, Chinese Academy of Sciences as a sister journal of Opto-Electronic Advances (OEA, IF=9.682). OES is dedicated to providing a professional platform to promote academic exchange and accelerate innovation. OES publishes articles, reviews, and letters of the fundamental breakthroughs in basic science of optics and optoelectronics.

Fig. 2 | Diagram of LLO processes and associated laser device.

Fig. 3 | (a–d) The principles of mass transfer technologies for micro-LEDs: (a) Stamp transfer printing; (b) Roll-to-Roll; (c) FSA; (d) LIFT; (e) Schematic of the principles of LIFT, LDW, tmSLADT and SLLO mass-transfer technologies.

 

CREDIT

OES

More information: https://www.oejournal.org/oes

Editorial Board: https://www.oejournal.org/oes/editorialboard/list

OES is available on OE journals (https://www.oejournal.org/oes/archive)

Submission of OES may be made using ScholarOne (https://mc03.manuscriptcentral.com/oes)

CN 51-1800/O4

ISSN 2097-0382

Contact Us: oes@ioe.ac.cn

Twitter: @OptoElectronAdv (https://twitter.com/OptoElectronAdv?lang=en)

WeChat: OE_Journal

 

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Lai SQ, Liu SB, Li ZL, Zhang ZN, Chen Z et al. Applications of lasers: A promising route toward low-cost fabrication of high-efficiency full-color micro-LED displays. Opto-Electron Sci 2, 230028 (2023). doi: 10.29026/oes.2023.230028 

 

Deaths from heart valve infections drop across U.S. overall, but surged among young adults


Substance use disorder may be linked to more deaths from infective endocarditis among people ages 25-44, finds new study in Journal of the American Heart Association

Peer-Reviewed Publication

AMERICAN HEART ASSOCIATION




Research Highlights:

  • An analysis of death certificate data from 1999 to 2020 showed a decline in deaths related to infective endocarditis throughout most of the United States yet found an alarming increase of 2%-5% among adults ages 25-44.
  • There was a notable increase in the diagnosis of substance use disorder among the young adults with infective endocarditis listed as the underlying cause of death.
  • Three states at the epicenter of the opioid crisis— Kentucky, Tennessee and West Virginia — had significant increases in death rates related to infective endocarditis.


DALLAS, Dec. 13, 2023 — Death rates related to infective endocarditis declined in most adults across the U.S. within the last two decades, yet accelerated among young adults ages 25 to 44 years old, according to new research published today in the Journal of the American Heart Association, an open access, peer-reviewed journal of the American Heart Association.

Infective endocarditis, also called bacterial endocarditis, is an infection caused by bacteria that enter the bloodstream and settle in the heart lining, a heart valve or a blood vessel. The disease is rare, however, people with previous valve surgeries, heart valve abnormalities, artificial valves, congenital heart defects or previous infective endocarditis have a greater risk of developing it. It can also be a complication of injecting illicit drugs.

“Our study findings raise a public health concern, especially since the deaths in younger age groups are on the rise,” said study lead author Sudarshan Balla, M.D., an associate professor of medicine at the West Virginia University Heart and Vascular Institute at J.W. Ruby Memorial Hospital in Morgantown, West Virginia. “We speculate that this acceleration was likely, in the most part, due to the opioid crisis that has engulfed several states and involved principally younger adults.”

Researchers examined death certificate data from the Centers for Disease Control and Prevention’s (CDC) Multiple Cause of Death dataset, which contains death rates and population counts for all U.S. counties. They looked for national trends in deaths caused by infective endocarditis, plus differences in deaths related to age, sex, race and geography among states from 1999-2020. Researchers also analyzed the association with substance use disorder, considering the emergence of the opioid epidemic during the study’s time frame.

The analysis found:

  • In the 21-year period analyzed, infective endocarditis death rates declined overall in the U.S.
  • Death rates increased significantly for young adults, at an average annual change of more than 5% for the 25-34 age group and more than 2% for the 35-44 age group.
  • In the 45-54 age category, death rates remained stagnant at 0.5%, and there was a significant decline among those aged 55 and older.
  • Substance use disorder associated with multiple causes of death increased drastically – between 2-fold and 7-fold among the 25-44 age group.
  • Kentucky, Tennessee and West Virginia showed an acceleration in deaths caused by infective endocarditis in contrast to other states with either a predominant decline or no change.

“We found that substance use was listed as a contributing cause that could explain the higher death rates in the younger age groups and also in the states in those who died due to endocarditis,” Balla said.

The study researchers call the rise of infective endocarditis as the underlying cause of death in adults 25-44 years old “alarming” and recommend more investigation to identify the reasons for these trends among young adults and in the three states noted. Researchers speculate the increase is connected to the opioid crisis that has engulfed several states and involves primarily younger adults.

“Comprehensive care plans for those treated for infective endocarditis should also include screening and treatment for substance use disorder,” Balla said.

To address intravenous drug use, some states have started harm reduction programs, which are public health efforts to reduce the harm from substance use and drug abuse, such as increased risk of infectious diseases like HIV, viral hepatitis, and bacterial and fungal infections. “Whether these programs make an impact is yet to be determined,” Balla said.

Researchers were limited in the medical details they could collect because of the use of death certificate data, which may contain inaccuracies, such as errors in diagnosis, data entry and cause of death. For similar reasons, researchers could not determine a direct cause-and-effect relationship between the rise in deaths caused by infective endocarditis in younger adults and substance use disorder.   

Study details and design:

  • The study used the CDC’s Wide‐Ranging Online Data for Epidemiologic Research (WONDER) database to analyze death certificates and multiple causes of death. Infective endocarditis and substance use disorder were identified according to criteria from the International Classification of Diseases, Tenth Revision.
  • The age-adjusted death rate related to infective endocarditis was 26 per million persons in 1999 and 22 per million persons in 2020, representing a significant decline in the death rates related to infective endocarditis, with an average annual percent change of -0.8.

Co-authors, disclosures and funding sources are listed in the manuscript.

Studies published in the American Heart Association’s scientific journals are peer-reviewed. The statements and conclusions in each manuscript are solely those of the study authors and do not necessarily reflect the Association’s policy or position. The Association makes no representation or guarantee as to their accuracy or reliability. The Association receives funding primarily from individuals; foundations and corporations (including pharmaceutical, device manufacturers and other companies) also make donations and fund specific Association programs and events. The Association has strict policies to prevent these relationships from influencing the science content. Revenues from pharmaceutical and biotech companies, device manufacturers and health insurance providers and the Association’s overall financial information are available here.

Additional Resources:

About the American Heart Association

The American Heart Association is a relentless force for a world of longer, healthier lives. We are dedicated to ensuring equitable health in all communities. Through collaboration with numerous organizations, and powered by millions of volunteers, we fund innovative research, advocate for the public’s health and share lifesaving resources. The Dallas-based organization has been a leading source of health information for nearly a century. Connect with us on heart.orgFacebookX (formerly known as Twitter) or by calling 1-800-AHA-USA1.

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Smartwatches can pick up abnormal heart rhythms in kids, Stanford Medicine study finds


Apple watches have some advantages over traditional ways of diagnosing cardiac arrythmias in children but need more validation, finds a Stanford Medicine study.


Peer-Reviewed Publication

STANFORD MEDICINE




Smartwatches can help physicians detect and diagnose irregular heart rhythms in children, according to a new study from the Stanford School of Medicine. 

The finding comes from a survey of electronic medical records for pediatric cardiology patients receiving care at Stanford Medicine Children’s Health. The study will publish online Dec. 13 in Communications Medicine.

Over a four-year period, patients’ medical records mentioned “Apple Watch” 145 times. Among patients whose medical records mentioned the smartwatch, 41 had abnormal heart rhythms confirmed by traditional diagnostic methods; of these, 29 children had their arrythmias diagnosed for the first time.

“I was surprised by how often our standard monitoring didn’t pick up arrythmias and thewatch did,” said senior study author Scott Ceresnak, MD, professor of pediatrics. Ceresnak is a pediatric cardiologist who treats patients at Stanford Medicine. “It’s awesome to see that newer technology can really make a difference in how we’re able to care for patients.”

The study’s lead author is Aydin Zahedivash, MD, a clinical instructor in pediatrics.  

Most of the abnormal rhythms detected were not life-threatening, Ceresnak said. However, he added that the arrythmias detected can cause distressing symptoms such as a racing heartbeat, dizziness and fainting. 

Skipping a beat, sometimes

Doctors face two challenges in diagnosing children’s cardiac arrythmias, or heart rhythm abnormalities. 

The first is that cardiac diagnostic devices, though they have improved in recent years, still aren’t ideal for kids. Ten to 20 years ago, a child had to wear, for 24 to 48 hours, a Holter monitor consisting of a device about the size of a smartphone attached by wires to five electrodes that were adhered to the child’s chest. Patients can now wear event monitors — in the form of a single sticker placed on the chest — for a few weeks. Although the event monitors are more comfortable and can be worn longer than a Holter monitor, they sometimes fall off early or cause problems such as skin irritation from adhesives.

The second challenge is that even a few weeks of continuous monitoring may not capture the heart’s erratic behavior, as children experience arrythmias unpredictably. Kids may go months between episodes, making it tricky for their doctors to determine what’s going on. 

Connor Heinz and his family faced both challenges when he experienced periods of a racing heartbeat starting at age 12: An adhesive monitor was too irritating, and he was having irregular heart rhythms only once every few months. Ceresnak thought he knew what was causing the racing rhythms, but he wanted confirmation. He suggested that Connor and his mom, Amy Heinz, could try using Amy’s smartwatch to record the rhythm the next time Connor’s heart began racing.

Using smartwatches for measuring children’s heart rhythms is limited by the fact that existing smartwatch algorithms that detect heart problems have not been optimized for kids. Children have faster heartbeats than adults; they also tend to experience different types of abnormal rhythms than do adults who have cardiac arrythmias.

The paper showed that the smartwatches appear to help detect arrhythmias in kids, suggesting that it would be useful to design versions of the smartwatch algorithms based on real-world heart rhythm data from children. 

Evaluating medical records

The researchers searched patients’ electronic medical records from 2018 to 2022 for the phrase “Apple Watch,” then checked to see which patients with this phrase in their records had submitted smartwatch data and received a diagnosis of a cardiac arrythmia.

Data from watches included alerts about patients’ heart rates and patient-initiated electrocardiograms, or ECGs, from an app that uses the electrical sensors in the watch. When patients activate the app, the ECG function records the heart’s electrical signals; physicians can use this pattern of electrical pulses to diagnose different types of heart problems.

From 145 mentions of the smartwatch in patient records, 41 patients had arrythmias confirmed. Of these, 18 patients had collected an ECG with their watches, and 23 patients had received a notification from the watch about a high heart rate.

The information from the smartwatches prompted the children’s physicians to conduct medical workups, from which 29 children received new arrythmia diagnoses. In 10 patients, the smartwatch diagnosed arrythmias that traditional monitoring methods never picked up. 

One of those patients was Connor Heinz.

“At a basketball tryout, he had another episode,” Amy Heinz recalled. “I put the watch on him and emailed a bunch of captures [of his heartbeat] to Dr. Ceresnak.” The information from the watch confirmed Ceresnak’s suspicion that Connor had supraventricular tachycardia.

Most children with arrythmias had the same condition as Connor, a pattern of racing heartbeats originating in the heart’s upper chambers.

“These irregular heartbeats are not life-threatening, but they make kids feel terrible,” Ceresnak said. “They can be a problem and they’re scary, and if wearable devices can help us get to the bottom of what this arrythmia is, that’s super helpful.”

In many cases of supraventricular tachycardia, the abnormal heart rhythm is caused by a small short-circuit in the heart’s electrical circuitry. The problem can often be cured by a medical procedure called catheter ablation that destroys a small, precisely targeted region of heart cells causing the short circuit.

Now 15, Connor has been successfully treated with catheter ablation and is playing basketball for his high school team in Menlo Park, California.

The study also found smartwatch use noted in the medical records of 73 patients who did not ultimately receive diagnoses of arrythmias.

“A lot of kids have palpitations, a feeling of funny heartbeats, but the vast majority don’t have medically significant arrythmias,” Ceresnak said. “In the future, I think this technology may help us rule out anything serious.”

A new study

The Stanford Medicine research team plans to conduct a study to further assess the utility of the Apple Watch for detecting children’s heart problems. The study will measure whether, in kids, heart rate and heart rhythm measurements from the watches match measurements from standard diagnostic devices. 

The study is open only to children who are already cardiology patients at Stanford Medicine Children’s Health.

“The wearable market is exploding, and our kids are going to use them,” Ceresnak said. “We want to make sure the data we get from these devices is reliable and accurate for children. Down the road, we’d love to help develop pediatric-specific algorithms for monitoring heart rhythm.”  

The study was conducted without external funding. Apple was not involved in the work. Apple’s Investigator Support Program has agreed to donate watches for the next phase of the research.

Apple’s Irregular Rhythm Notification and ECG app are cleared by the Food and Drug Administration for use by people 22 years of age or older. The high heart rate notification is available only to users 13 years of age or older.

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About Stanford Medicine

Stanford Medicine is an integrated academic health system comprising the Stanford School of Medicine and adult and pediatric health care delivery systems. Together, they harness the full potential of biomedicine through collaborative research, education and clinical care for patients. For more information, please visit med.stanford.edu.

 

Pacific Northwest snowpack endangered by increasing spring heatwaves


Peer-Reviewed Publication

WASHINGTON STATE UNIVERSITY




VANCOUVER, Wash. –  Even in the precipitation-heavy Pacific Northwest, more frequent heatwaves are threatening a key source of water supply.

A Washington State University study that intended to look at snow melting under a single, extreme event, the 2021 “heat dome,” instead revealed an alarming, longer-term rising trend of successive heatwaves melting snowpack earlier in the year.  

The findings have implications for many areas worldwide that are dependent on snow-capped mountains to provide summer water since heatwaves have been on the rise globally.

“Short-term events like heatwaves have had an under-appreciated impact on accelerating snow melt, and cumulatively, they can amplify each other,” said Luke Reyes, a doctoral student in WSU’s School of the Environment, and lead author of the study published in npj Climate and Atmospheric Science.  

Heat domes, rare events that occur when the atmosphere traps hot ocean air, caused record temperatures nearing 122 degrees Fahrenheit across the Pacific Northwest in late June 2021. Yet, the researchers found that by the time the dome arrived, a lot of the region’s snowpack had already melted.

Their analysis of high-resolution snowpack and temperature data revealed that high-elevation snow had started melting during a series of heatwaves in April, May and early June -- when temperatures were 7.2 to 12.6 degrees Fahrenheit above normal.

Even more concerning, when the researchers looked back at temperature records spanning from 1940 to 2021, they saw that these springtime heatwaves have doubled in frequency, intensity or both since the mid-1990s.

“The data suggests that we don't necessarily need to be worried about a very rare event like the heat dome, but that heat waves are becoming far more prevalent and are more likely to be driving a lot of snowpack loss in the future,” said co-author Marc Kramer, a WSU associate professor of environmental chemistry.

The effect of short-term heatwaves on snowpack has been understudied because historically researchers looked at snowpack levels on April 1 and average monthly temperatures to estimate climate change impacts on snowpack loss. Those averages might show single-digit temperature increases but obscure the impact of heat spikes that may last just a couple days.

Also, for many years, mountainous snowpack was thought to be resilient to short-term high temperatures in spring because it remained sufficiently cold at high elevations. The WSU study revealed that this buffering capacity appears to have diminished in the face of more frequent and intense heatwaves.

In 2021, the combined result of heatwaves and the heat dome meant the snowpack melted about three weeks earlier than usual, with most snow cover gone by late June. Normally, snowmelt provides the Pacific Northwest with water well into August.

This extreme early melting occurred even though 2021 was a La Niña year, a global weather phenomenon that typically means a deeper snowpack. In fact, Pacific Northwest snowpack that spring was 135% of normal for the higher-elevation snow zone and its 18-year record examined by the study. By the end of June, though, that was gone.

This rapid melt does not bode well for the coming year, 2024, which is expected to have drier weather brought by El Niño.

“We have a coming El Niño year and next year, and there may be some amplification effects,” said Kramer. “If we have less snow to begin with, the snowpack is going to be all that much more vulnerable to these heat anomalies earlier in the season.”

The study is part of the Kramer lab’s broader research into heat wave impacts on ecosystems and agriculture. This research is supported by a grant from the U.S. Department of Agriculture’s National Institute of Food and Agriculture.

 UK

Homes in areas hit hardest by fuel poverty not benefiting from government’s flagship energy scheme, report warns


Energy Company Obligation (ECO) is not targeting the places in urgent need of support, say experts from Southampton and Bristol universities


Peer-Reviewed Publication

UNIVERSITY OF SOUTHAMPTON




Households in areas hit hardest by fuel poverty are not benefiting most from the government’s flagship energy support scheme, a damning report has found.

Experts examining the impact of the Energy Company Obligation (ECO) showed it is not targeting the places in urgent need of support.

The scheme, which was launched in 2012, pledged to cut bills for low-income households by improving insulation and focusing support on those in fuel poverty.

Academics from Southampton and Bristol universities published the report in the journal of Energy Research and Social Science.

They also warned that low-income homes would be “further entrenched in energy deprivation” if the government decides to revise its plans to fund the programme through fuel bills.

Report co-author Dr Paul Bridgen, from the University of Southampton, said the ECO is supposed to be the government’s flagship initiative to combat fuel poverty but the programme is flawed.

He added: “Homes in locations which are suffering the most from rising energy bills are not being helped the most and, worryingly, richer households are almost as likely to benefit.

“There is a sense that the fuel poverty crisis is finished but this is far from true.”

Since it was relaunched in its new format last year, the ECO programme has only upgraded around 65,000 households in the UK, according to the Department for Energy Security and Net Zero.

Its critics have claimed it is too slow and could take nearly 200 years to improve eligible homes, or 300 years for the government to meet its own targets to abolish fuel poverty.

The Southampton and Bristol social scientists based the study on government estimates for fuel poverty from 317 local authorities from 2012 to 2020.

They ranked all areas of the UK into five groups based on the severity of their energy poverty, from lowest to highest, and tracked their performances across the decade.

According to the experts, the ECO had mixed results in targeting people in the most energy deprived group, with an average of just 71 households per 1,000 receiving any home installations or upgrades.

Co-author Dr Caitlin Robinson from the University of Bristol said: “The scheme is not particularly effective at targeting areas of England that have been dealing with persistent fuel poverty.

“To properly address fuel poverty, the government needs to look at the extreme and long-standing issues of fuel poverty in certain places and then fund energy-efficiency home improvements using local councils.

“But first, ministers must indicate quickly that funding for the ECO does not return to household energy bills. If this happens, some of the most fuel-poor homes will be paying for a scheme from which they get no help.”

Read the full report in the journal of Energy Research and Social Science at doi.org/10.1016/j.erss.2023.103139

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458 WORDS

 

Deep-reinforcement-learning-based robot motion strategies for grabbing objects from human hands


Peer-Reviewed Publication

BEIJING ZHONGKE JOURNAL PUBLISING CO. LTD.

Structure of RGRL. 

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DEEPREINFORCEMENT LEARNING HAS DISADVANTAGES SUCH AS LOW SAMPLE UTILIZATION AND SLOW CONVERGENCE, AND THOUSANDSOF TRIAL-AND-ERROR ITERATIONS ARE REQUIRED TO PERFORM REINFORCEMENT LEARNING IN REALISTIC SCENARIOS, WHICH ISCOSTLY. TO ALLEVIATE THIS PROBLEM, RGRL FIRST SIMULATES A ROBOT GRASPING AN OBJECT FROM A USER IN A SIMULATEDSCENE IN WHICH TENS OF THOUSANDS OF LEARNING SESSIONS ARE PERFORMED. DOMAIN RANDOMIZATION IS USED TO NARROWTHE GAP BETWEEN THE SIMULATED AND REAL SCENES, AND A MULTI-OBJECTIVE REWARD FUNCTION IS USED TO EFFECTIVELYACCELERATE THE CONVERGENCE OF THE REINFORCEMENTLEARNING ALGORITHM.

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CREDIT: BEIJING ZHONGKE JOURNAL PUBLISING CO. LTD.




Owing to the rapid development of artificial intelligence, sensors, and robot control technology in recent years,“machine-centered” human–machine collaboration has become increasingly incompetent in the case ofcomplex scenarios, and “human-centered” human–machine collaboration is gradually revealing its advantages. Common industrial and service robots attempt to avoid contact with users for safety. With theincreasing demand for robot intelligence, contact human–robot collaboration is unavoidable in the future.Common industrial and service robots can easily grasp stationary objects; however, robots that can graspobjects from the hands of users are rare. In most scenarios in which this function is implemented, physical,spatial, or motion constraints are employed to prevent the manipulator from harming the human hand duringthe grasping process. Unlike robots independently grasping stationary objects placed in a scene, graspingobjects from a user's hands requires more considerations, and the recognition, positioning, and real-timebehavioral actions of the user must be carefully taken into account. Robots must determine the correct positionand direction from which to grasp an object from a user's hand. This paper presents a robot grasping algorithmbased on deep reinforcement learning (RGRL) to solve the problem of robots safely grasping an object from auser's hand. Deep reinforcement learning is used in the RGRL so that the robot can actively learn how to pick

up an object from the user's hand without touching the user.

The contributions of this study are three-fold:

(1) A new algorithm, RGRL, for grasping objects from users is proposed, by incorporating domain

Randomizationand a multi-objective reward function.

(2) The RGRL has low computational and hardware costs. Because we use domain randomization in thetraining phase, we eliminate the need for manual labeling of the data. Only a 3D model of the object needs tobe imported into the simulation software, and the algorithm can automatically learn the appropriate motionpath. The only required addition to the robot is the Leap Motion sensor, which is used to satisfy the conditionsfor the algorithm to run.

(3) The RGRL is evaluated in simulated and real scenarios.