Connect with us

health and wellness

Sunny with a chance of sneezing – I’m building a tool to forecast pollen levels that will help allergy sufferers know when it’s safe to go outside

Published

on

Last Updated on October 26, 2025 by Daily News Staff

pollen
Advance warning of high pollen levels could help people plan their activities to avoid allergies. Dobrila Vignjevic/E+ via Getty Images

Fiona Lo, University of Washington

Do flowers blossoming in spring make you miserable? Are you sworn enemies with fall bloomers like ragweed? If you suffer from pollen allergies, imagine the usefulness of a reliable pollen forecast that could help you manage your symptoms by providing an early warning when pollen conditions are bad.

We’re working on it! As an atmospheric scientist, I study the weather, climate and anything in our Earth’s atmosphere, including pollen. One in three people in the U.S. suffer from allergic rhinitis, otherwise known as “allergies,” and pollen is the most common cause.

While allergic rhinitis is not curable, its symptoms can be successfully treated. Two main methods are medication and pollen avoidance. They both rely on knowing when, where and how much pollen is, and is expected to be, in the air. Many medications work best if taken before symptoms occur. Advance knowledge of pollen allows allergy sufferers to change plans in order to minimize their exposure to pollen.

My colleagues and I are pulling together what we know about how plant biology and meteorology affect the amount of pollen in the air, along with pollen count numbers, to build a reliable pollen forecast.

magnified view of pollen grains
A view of pollen from various plants, magnified 586 times under the microscope. BSIP/Universal Images Group via Getty Images

Counting pollen grain by grain

Allergic symptoms tend to be more severe the higher the concentration of airborne pollen. The amount of pollen in the air is constantly changing, so it would be ideal to monitor pollen in populated areas at regular frequent intervals. In the U.S., the National Allergy Bureau collects, processes and distributes daily pollen concentrations from stations around the country.

Unfortunately, there are fewer than 90 active stations. Of these, many do not count on weekends or outside of the main pollen season. Part of the reason is that these are volunteer-run stations, and pollen monitoring requires significant time and resources.

Pollen is collected using a machine that sucks in air and traps pollen on sticky tape. A trained technician then processes, identifies and counts the tiny pollen grains under a microscope. During the height of pollen season, it may take a few hours for a technician to count the day’s pollen. Automated pollen monitoring systems do exist and would greatly reduce the need for human resources. But for now, these systems are either extremely expensive or have not been evaluated for accuracy.

Building a forecasting model

Pollen that causes allergic reactions is from anemophilous or wind-pollinated plants. Pollen grains contain the male sperm from the plant, an essential component of plant reproduction. Anemophilous plants produce a lot of pollen because they rely on the whims of the wind to carry it to reach the female counterparts of their species to reproduce and grow new plants. The amount of pollen in the air has been rising because climate change is lengthening the pollen season and increasing how much pollen gets produced.

backlit pollen wafts in the air around a flowering tree branch
Certain weather conditions make it more likely to be a heavy pollen day. Alkimson/iStock via Getty Images Plus

Since we have access to only a limited amount of pollen count data, my colleagues and I leverage what we know about the environment to estimate the amount of pollen in the air. Generally warm, sunny, dry and windy days are correlated with high airborne pollen concentrations, and rainy and humid days with low concentrations.

Plants depend on water and sunlight to grow. The timing of precipitation, temperature and solar radiation can affect a plant’s development and its readiness to flower. Once the plant is ready to flower, environmental variables can determine when pollen is released, how far it travels and how long it remains in the air.

The pollen model my colleagues and I have developed uses these known relationships between meteorology and pollen to estimate airborne pollen. We also include satellite images of vegetation in the model because satellites can detect greening and provide an estimate of the beginning of spring.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

Our model can forecast pollen 1 to 14 days in advance for locations where there are pollen stations. But due to the sparsity of pollen stations, we are working on extending the model to forecast in locations with no pollen counts. In those places we use nearby pollen station data, along with localized meteorology, to estimate the pollen.

Although pollen reporting and forecasts do exist in the popular media, their pollen reports differ from observations, and their forecasts are limited only to categories of trees, grasses and weeds. Our forecast can predict for specific pollen types because our model includes information about how each plant type interacts differently with the environment.

woman checks her phone against backdrop of windows at night
Checking the pollen forecast could help you plan when to take allergy medication and how much time you’d spend outside. Klaus Vedfelt/DigitalVision via Getty Images

A fine-tuned forecast in your pocket

We are collaborating with medical professionals and health scientists to understand the pollen levels associated with increasing severity of allergic symptoms. Our plan is to tailor the forecast to allow patients to better manage their symptoms.

So far, we can accurately forecast for four of the most abundant pollen types in the U.S. only in locations with pollen stations. We are seeking funding to expand to other pollen types and other locations, and we are working on creating a platform to automate the data processing and run the forecast.

Ultimately, we want to provide a forecast every day during pollen season to give allergy sufferers the information they need to manage their symptoms. Allergies are often undertreated and knowledge about self-care is limited, so a reliable pollen forecast that is easy to access – for example via an app on your phone – along with education on allergy management, could really help allergy sufferers.

[You’re smart and curious about the world. So are The Conversation’s authors and editors. You can read us daily by subscribing to our newsletter.]

Fiona Lo, Postdoctoral Researcher in Environmental and Occupational Health Sciences, University of Washington

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Dive into “The Knowledge,” where curiosity meets clarity. This playlist, in collaboration with STMDailyNews.com, is designed for viewers who value historical accuracy and insightful learning. Our short videos, ranging from 30 seconds to a minute and a half, make complex subjects easy to grasp in no time. Covering everything from historical events to contemporary processes and entertainment, “The Knowledge” bridges the past with the present. In a world where information is abundant yet often misused, our series aims to guide you through the noise, preserving vital knowledge and truths that shape our lives today. Perfect for curious minds eager to discover the ‘why’ and ‘how’ of everything around us. Subscribe and join in as we explore the facts that matter.  https://stmdailynews.com/the-knowledge/


Discover more from Daily News

Subscribe to get the latest posts sent to your email.

health and wellness

Understanding and Treating Rosacea: What You Need to Know

Rosacea is a chronic skin condition affecting over 16 million Americans, causing facial redness, swelling, and discomfort. Its exact cause is unclear, but triggers include sun exposure and stress. Treatment involves tailored skincare, lifestyle management, and medication. Crescel’s Skin Renewal Cream offers a scientifically-backed solution to manage symptoms effectively.

Published

on

17795 B detail image intro

(Feature Impact) Rosacea is a chronic skin condition, mainly affecting the face, that causes redness, swelling, pain and changes in appearance. It is estimated that more than 16 million people in the United States have rosacea, according to the National Rosacea Society (NRS), but only about 1 million are under active treatment.

Physical impacts include prominent redness, acne-like bumps and pimples, highly visible enlarged blood vessels, pronounced dryness and unpleasant sensations like stinging, burning, itching and tingling. As many as half of sufferers also experience eye symptoms. Rosacea also affects emotional and social well-being. From lower confidence and self-esteem to avoidance of public contact and social engagements and missed work, the impacts are far-reaching. However, rosacea can be treated and managed.

17795 B 2Learn more about the condition with this information from the NRS and the experts at Crescel, who are transforming rosacea care by harnessing nature and science to heal skin with their Skin Renewal Cream. It holds the NRS’s Seal of Acceptance, and its therapeutic benefits and tolerance have been confirmed in multiple clinical studies.

“Sensitive and easily irritated skin is a common issue for people with rosacea, and harsh products can aggravate the condition,” said Andrew Huff, executive director of the NRS. “That’s why the NRS expertly evaluates skin care and cosmetic products to ensure they are gentle, clinically tested and found to be unlikely to irritate sensitive rosacea skin.”

What causes rosacea?

The exact cause of rosacea is not fully understood. However, research suggests facial redness is often the first step in a chain of skin inflammation. This process may begin when the nerves, blood vessels and immune system don’t work together as they should.

Researchers have also found a microscopic skin mite called Demodex may play a role. These tiny arachnids normally live within hair follicles and oil glands on everyone’s skin, but people with rosacea tend to have higher numbers on the face, which may contribute to irritation and inflammation.

Some studies have found links between rosacea and other health conditions, such as heart disease, digestive disorders, neurological or autoimmune conditions and certain cancers. These findings suggest rosacea may be related to inflammation throughout the body.

What are the most common symptoms?

The most common symptoms of rosacea include:

  • Easy or severe blushing or flushing
  • Persistent redness
  • Bumps and pimples on the skin without blackheads
  • Burning or itching sensation
  • Swelling

Symptoms are different for each person and can change over time. There may be times when symptoms are worse and instances when they become milder.

What triggers a flare up?

Rosacea patients can improve their chances of maintaining remission by identifying and avoiding lifestyle and environmental factors that trigger flare-ups or aggravate the condition.

Common triggers include sun exposure, stress, extreme temperatures, heavy exercise, alcohol consumption, spicy foods and some skin, hair and makeup products.

What causes a flare-up in one person may have no effect on another, making this a highly individualized process. Knowing what triggers your flare-ups can help reduce discomfort, improve treatment results and prevent the condition from getting worse.

17795 C embed2How do you treat rosacea?

Because the signs and symptoms of rosacea vary from one patient to another, treatment is tailored by a physician for each individual case. It typically involves three key elements:

  • Skin care: Committing to a gentle routine using mild, non-irritating products.
  • Lifestyle management: Identifying and reducing exposure to triggers.
  • Medication and other therapies: Combining topical and oral treatments along with laser therapy to target various symptoms.

As the world’s first intelligent therapeutic, Crescel’s Skin Renewal Cream harnesses nature and science to heal skin. The cream contains:

  • Pioneering microemulsion technology that enables continuous delivery of critical cellular nutrients that are essential for skin healing.
  • A unique absorption system, whichallows healing nutrients to easily enter the cell.
  • Mitochondria reboot technologythat restores the mitochondria’s ability to repair dysfunctional skin cells while reinforcing the skin’s natural barrier, reducing the risk of future irritation and flare-ups.

Talk with your dermatologist about your treatment routine and visit crescel.com to learn more about rosacea care.

collect?v=1&tid=UA 482330 7&cid=1955551e 1975 5e52 0cdb 8516071094cd&sc=start&t=pageview&dl=http%3A%2F%2Ftrack.familyfeatures
SOURCE:
Crescel

Advertisement
Get More From A Face Cleanser And Spa-like Massage

Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

Child Health

Recognizing the Signs of Pediatric Growth Hormone Deficiency: How Early Recognition and Advocacy Helped One Family Find Answers

Diane Benke noticed her son Alex’s height concerns starting at age 7, despite his pediatrician’s reassurances. After persistent worries, they consulted an endocrinologist, leading to a diagnosis of Pediatric Growth Hormone Deficiency (PGHD). Following treatment changes, including a switch to weekly hormone injections, Alex’s growth improved, allowing the family to focus on their well-being.

Published

on

Last Updated on February 5, 2026 by Daily News Staff

16945 detail image

(Family Features) “Our concerns about Alex’s growth began around the age of 7,” said his mother, Diane Benke.

Though Alex measured around the 50th percentile for weight, his height consistently hovered around the 20th percentile. Benke’s instincts told her something wasn’t quite right.

“I kept asking our pediatrician if this could mean something more,” she said. “Each time, I was reassured that everything was fine. After all, I’m only 5 feet tall myself.”

At first, Benke tried setting her worries aside. Alex was one of the youngest in his class, and she wondered if he could simply be a “late bloomer.”

However, as Alex progressed through elementary school, particularly in the 4th and 6th grades, his height percentile dropped into the single digits. The height difference between Alex and his peers became impossible to ignore.

Despite Benke’s growing concerns, their pediatrician continued to assure them Alex was fine.

“We were told as long as he was making some progress on the growth chart, there was no need to worry,” she said, “but we were never actually shown the charts.”

It wasn’t until one of Benke’s friends confided that her own daughter had recently been diagnosed with Pediatric Growth Hormone Deficiency (PGHD) that she decided to seek an endocrinologist.

“Although it took several months to get an appointment,” Benke said, “we were determined to get more answers.”

Navigating the Diagnosis Process
Getting a diagnosis for many medical conditions can be a long journey. However, early detection and diagnosis of PGHD is important. It can help minimize the impact on overall health and support optimal growth.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

Once Alex was seen by a pediatric endocrinologist, he underwent a series of evaluations, including bloodwork, a bone age X-ray to compare his chronological age with his skeletal age and a growth hormone stimulation test, which measures the body’s ability to produce growth hormone. He also had a brain MRI to rule out the potential of any pituitary abnormalities.

The results of these tests confirmed the diagnosis of PGHD, a rare condition that occurs when the pituitary gland does not produce enough growth hormone. PGHD affects an estimated 1 in 4,000-10,000 children.

Some common signs parents might notice include: their child being significantly shorter than other kids their age, slower growth rate over time, delayed puberty, reduced muscle strength or lower energy levels, slower bone development and delayed physical milestones.

“Receiving Alex’s diagnosis was a relief,” Benke said. “It provided clarity and a path forward.”

Moving Forward with Treatment
“While the diagnosis process was exhausting, starting treatment made the process worthwhile,” Benke said.

For decades, daily injections of a drug called somatropin, which is similar to the growth hormone your body produces, have been the standard of care for PGHD. It wasn’t until 2015 that the Growth Hormone Research Society recognized the need for a long-acting growth hormone (LAGH), offering once-weekly dosing as an alternative to daily injections.

Benke explained navigating the insurance approval process was another challenge.

“Our insurance required us to try a daily medication before approving a weekly option,” she said.

Alex spent three months on daily medication, often missing doses, before he was approved to switch to a weekly treatment option.

“The weekly option made such a positive impact,” Benke said. “We now have minimal disruptions to our daily routine and Alex hasn’t missed a single dose since.”
 
Beyond a more convenient dosing option, the change gave Benke peace of mind.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

“We could focus more on being a family again, without the daily worries of his next dose,” she said.

If you’re concerned about your child’s growth, talk to their doctor as soon as possible. Early diagnosis is important, as treatment becomes less effective once a child’s bones stop growing.

Benke’s advice to other parents: “Trust your instincts. If something feels wrong, seek out a specialist and push for answers and don’t give up, even when faced with hurdles… Stay hopeful and persistent – it’s a journey worth fighting for.”

Visit GHDinKids.com to download a doctor discussion guide to help prepare for your next appointment.

collect?v=1&tid=UA 482330 7&cid=1955551e 1975 5e52 0cdb 8516071094cd&sc=start&t=pageview&dl=http%3A%2F%2Ftrack.familyfeatures
SOURCE:
Skytrofa

Author


Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

The Knowledge

How to avoid seeing disturbing video on social media and protect your peace of mind

How to avoid seeing disturbing video on social media and protect your peace of mind

Published

on

Last Updated on February 4, 2026 by Daily News Staff

How to avoid seeing disturbing video on social media and protect your peace of mind
Social media often serves up disturbing images but you can minimize your exposure. Jacob Wackerhausen/iStock via Getty Images

Annie Margaret, University of Colorado Boulder

How to avoid seeing disturbing video on social media and protect your peace of mind

When graphic videos like those of the recent shooting of a protester by federal agents in Minneapolis go viral, it can feel impossible to protect yourself from seeing things you did not consent to see. But there are steps you can take.

Social media platforms are designed to maximize engagement, not protect your peace of mind. The major platforms have also reduced their content moderation efforts over the past year or so. That means upsetting content can reach you even when you never chose to watch it.

You do not have to watch every piece of content that crosses your screen, however. Protecting your own mental state is not avoidance or denial. As a researcher who studies ways to counteract the negative effects of social media on mental health and well-being, I believe it’s a way of safeguarding the bandwidth you need to stay engaged, compassionate and effective.

Why this matters

Research shows that repeated exposure to violent or disturbing media can increase stress, heighten anxiety and contribute to feelings of helplessness. These effects are not just short-term. Over time, they erode the emotional resources you rely on to care for yourself and others.

Protecting your attention is a form of care. Liberating your attention from harmful content is not withdrawal. It is reclaiming your most powerful creative force: your consciousness.

Just as with food, not everything on the table is meant to be eaten. You wouldn’t eat something spoiled or toxic simply because it was served to you. In the same way, not every piece of media laid out in your feed deserves your attention. Choosing what to consume is a matter of health.

And while you can choose what you keep in your own kitchen cabinets, you often have less control over what shows up in your feeds. That is why it helps to take intentional steps to filter, block and set boundaries.

Practical steps you can take

Fortunately, there are straightforward ways to reduce your chances of being confronted with violent or disturbing videos. Here are four that I recommend:

Advertisement
Get More From A Face Cleanser And Spa-like Massage
  • Turn off autoplay or limit sensitive content. Note that these settings can vary depending on device, operating system and app version, and can change.

https://datawrapper.dwcdn.net/d1deR/2

  • Use keyword filters. Most platforms allow you to mute or block specific words, phrases or hashtags. This reduces the chance that graphic or violent content slips into your feed.
  • Curate your feed. Unfollow accounts that regularly share disturbing images. Follow accounts that bring you knowledge, connection or joy instead.
  • Set boundaries. Reserve phone-free time during meals or before bed. Research shows that intentional breaks reduce stress and improve well-being.
a settings screen with a red rectangle around one option
Where to turn off autoplay in your account on Facebook’s website. Screen capture by The Conversation, CC BY-ND

Reclaim your agency

Social media is not neutral. Its algorithms are engineered to hold your attention, even when that means amplifying harmful or sensational material. Watching passively only serves the interests of the social media companies. Choosing to protect your attention is a way to reclaim your agency.

The urge to follow along in real time can be strong, especially during crises. But choosing not to watch every disturbing image is not neglect; it is self-preservation. Looking away protects your ability to act with purpose. When your attention is hijacked, your energy goes into shock and outrage. When your attention is steady, you can choose where to invest it.

You are not powerless. Every boundary you set – whether it is turning off autoplay, filtering content or curating your feed – is a way of taking control over what enters your mind. These actions are the foundation for being able to connect with others, help people and work for meaningful change.

More resources

I’m the executive director of the Post-Internet Project, a nonprofit dedicated to helping people navigate the psychological and social challenges of life online. With my team, I designed the evidence-backed PRISM intervention to help people manage their social media use.

Our research-based program emphasizes agency, intention and values alignment as the keys to developing healthier patterns of media consumption. You can try the PRISM process for yourself with an online class I launched through Coursera in October 2025. You can find the course, Values Aligned Media Consumption, on Coursera. The course is aimed at anyone 18 and over, and the videos are free to watch.

This story was updated on Jan. 25, 2026 to include reference to the recent shooting in Minneapolis.

Annie Margaret, Teaching Assistant Professor of Creative Technology & Design, ATLAS Institute, University of Colorado Boulder

This article is republished from The Conversation under a Creative Commons license. Read the original article.

View recent photos

Unlock fun facts & lost history—get The Knowledge in your inbox!

We don’t spam! Read our privacy policy for more info.

Advertisement
Get More From A Face Cleanser And Spa-like Massage

Discover more from Daily News

Subscribe to get the latest posts sent to your email.

Continue Reading

Trending