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Friday, May 22, 2026

Building the Ideal Republic: Trust, Accountability, and Shared Prosperity in Mini Renaissances (The Allegory of the Clan)

(Illustrative Only)
A philosopher

In this allegory
you cannot cheat or
buy your way through
the gates of enlightenment.
You can't get through
one unless you have
developed enough to
gain knowledge and wisdom. 
You can't buy, bribe, 
or force your way through.
It must be earned and
that has nothing to
do with your station
in life. Always uphold
certain societal principles. 

 We continue exploring the idea that economic systems depend not only on markets, technology, and production, but also on trust, ethics, and the social foundations that allow societies to function effectively. Economic systems are not purely mechanical. They are deeply connected to human behavior, institutional integrity, and the shared expectations that hold communities together. Economics is only a quantitative measure of human behavior and it can limit our understanding of what fosters strong societies.

When discussing periods of rapid innovation or mini “renaissances,” we are often referring to moments in history where technological change, human capital, institutional development, and social cooperation align to create major advances in society. Today, we are living through potentially another such transition if certain adjustments begin to occur (In Theory). Emerging technologies, digital transformation, artificial intelligence, and the acceleration brought on by COVID-19 have created a significant technological shift. Match that with softer human to human factors and you might create the right mix for more rapid growth (Thinking more broadly then our current concentration of wealth.). (Economic-Sociological Platforms)

Technology alone is not enough to create a strong society. Human factors matter equally. Human capital, the ability of people to adapt and master their environment, the opportunities available to individuals, and the quality of relationships between institutions, businesses, and communities all play a role in economic development. These are economic discussions, but they are also social and ethical discussions. This is why movements come and change that adjust economic landscapes. They are not immune from the human factor. (Human Motivation and Economic Avenues)

At the core of this idea is the recognition that systems function best when they are built on trust, fairness, accountability, and stable social contracts. Corruption, hate, and systemic abuse undermine those foundations. In societies where corruption or division becomes normalized, the “rules of the game” begin to change. The unwritten rules become more important than the written rules. Opportunity becomes distorted by favoritism, access, power, or prejudice rather than merit, fairness, or contribution. Populations can engage more or they can engage less depending how they view their prospects.

This has significant economic consequences as they are related and connected. Corruption weakens trust in institutions, reduces efficiency, slows transactions, discourages civic participation, limits innovation, and weakens the rule of law. Hate and division similarly undermine social cohesion and reduce the ability of communities to cooperate around shared goals. Over time, these forces become self-reinforcing and can weaken both democratic institutions and economic systems. Without change the trend line will continue as people are focused on self, here, and now and not the greater need.

To explore these ideas, we use a philosophical thought experiment called the “Allegory of the Clan,” modeled in part after Plato’s Allegory of the Cave. In this allegory, individuals move through different levels of awareness and understanding, gradually recognizing how systems of corruption, fear, favoritism, and manipulation can shape and harm society. We can then make a conscious moral choice (i.e. moral conscious in the story) through that awareness. The moral conscious choice that can lead to prosperity is based deeply in how they constructed an understanding of self in society (We can use the term "Me" as an economic lens.) When the "Me" of self feels obligations to others and to shared principles (i.e. ethics) it contributes to societal wellfare (unity of purpose) and when that "Me" does not feel obligations to others then it will generally be a detractor (division of purpose and resources).

Within the allegory, wrongdoing becomes normalized. People are followed, rumors are spread, power is abused, and individuals enrich themselves without responsibility. Victims are blamed while harmful behaviors become embedded into the social structure. Courts see different value in different people that are not based in merit. A second class citizen forms. Over time, however, greater awareness begins to emerge. Truth becomes more visible, more honest discussions occur, and society begins moving toward a more enlightened understanding of justice, responsibility, and collective wellbeing. Growth and social developoment rise leading to higher benefit for society. 

The purpose of the thought experiment is not simply to criticize wrongdoing, but to explore how societies can reduce hate, strengthen social cohesion, and encourage ethical development. It asks important questions:

• What happens when corruption becomes normalized?

• What happens when fairness and accountability are restored?

• How do trust and social cohesion influence economic performance?

• How can societies encourage ethical leadership and long-term thinking?

The allegory suggests that when corruption is challenged and accountability improves, positive changes begin to occur throughout society. Crime may decline. Social trust may rise. Economic transactions may become more efficient. Communities may become more cooperative and forward-looking. People may begin to think less in terms of short-term self-interest and more in terms of shared responsibility and future generations. Reach and strive toward the ideals in which a society was founded. 

Importantly, this discussion connects economics with civil rights, human rights, and constitutional principles. These concepts are not separate from economic development; they are foundational to it. Freedom of speech fostering new ideas and thoughts and the freedom to worship without supression is helpful. Strong economies require functioning institutions, predictable rules, trust in systems, and confidence that opportunity is not controlled solely by corruption, favoritism, or fear.

Research across governance, institutional economics, and anti-corruption studies has repeatedly shown that high levels of corruption are associated with weaker institutional performance, lower trust, reduced investment confidence, and poorer long-term outcomes. Conversely, societies with stronger rule of law, transparency, and institutional trust often experience stronger and more sustainable development.

The Allegory of the Clan therefore becomes a philosophical exploration of what a society striving toward its highest potential might look like. Not a “perfect” society in an unrealistic sense, but a society committed to continuous improvement, ethical accountability, strategic thinking, and the elevation of its most capable and principled individuals rather than its most manipulative or connected.

Ultimately, the allegory argues that strengthening systems requires more than policies alone. It requires cultural maturity, ethical reflection, civic responsibility, and a willingness to confront corruption, division, and destructive behaviors wherever they emerge. In that sense, the discussion is not abstract or disconnected from economics at all. It is deeply connected to the long-term strength, resilience, and prosperity of society itself. Improving basic root assumptions also improves long-term performance through improved interactivity. If you trust you can interact for mutual benefit. A social exchange at root (pre-economic choice...neuroeconomics). Trust and performance rise (In theory).

*This is just a theoretical discussion so take with a grain of salt and feel free to disagree. There is no right or wrong answer but only helpful and unhelpful. 

The study below helps us learn about how corruption and human rights interact. Since science is an additive process it means that one has to read and understand beyond each study. The general body of knowledge indicates growing understanding of phenomenon. Reach broadly and read much if you like a topic. 

Corruption and Human Rights

• Examines the legal and practical relationship between corruption and human rights violations, arguing that corruption can undermine both civil-political and economic-social rights.

• Explains that corruption is commonly defined as the abuse of entrusted power for private gain and can occur through both “petty” and “grand” corruption.

• Discusses how corruption affects rights such as education, health care, fair trials, humane detention conditions, and equal access to public services.

• Argues that corruption weakens the rule of law and can directly or indirectly contribute to human rights violations by distorting public decision-making.

• Notes that international anti-corruption treaties, including the United Nations Convention against Corruption (UNCAC), have had mixed success in enforcement and implementation.

• Explores the obligations of states to respect, protect, and fulfill human rights, including implementing effective anti-corruption policies and enforcement mechanisms.

• Highlights that weak anti-corruption measures and state inaction may themselves constitute violations of human rights obligations.

• Examines issues of causation and state responsibility, explaining how corrupt actions by public officials may legally be attributed to the state under international law.

• Concludes that corruption should sometimes be conceptualized as a human rights violation, particularly where vulnerable populations suffer direct harm from abuse of public power.

Peters, A. (2015). Corruption and human rights (Working Paper No. 20). Basel Institute on Governance. https://www.mpil.de/files/pdf4/Peters_Corruption_and_Human_Rights20154.pdf

Thursday, May 21, 2026

Entrepreneurial Cognition and How It Helps Executives Function

People sometimes believe that thinking differently is a detriment. In some situations it can create challenges, but it is also one of the foundations of innovation. Many people who create new ideas, products, or businesses often approach problems differently than others.

For example, the study below on entrepreneurial cognition examines how CEOs, business owners, and managers make decisions. The research suggests that entrepreneurs often combine intuition, analytical thinking, teamwork, and market feedback when determining how to run and grow their businesses. It also highlights that cognitive flexibility and emotional intelligence can be valuable in adapting to change and responding to new environments.

One thing people can do is continue developing their entrepreneurial and decision-making skills. Education and experience can help improve how we evaluate opportunities, solve problems, and adjust to changing conditions.

Take some time to read the study below for additional insights, and do not be afraid to explore new ideas, perspectives, and concepts. We innovate by thinking in new ways and finding opportunities that were once hidden to us. 

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Qualitative Analysis of Entrepreneurial Cognition: Insights from NVivo-Based Thematic Exploration

• Examines how cognitive processes influence entrepreneurial decision-making among Indian founder-CEOs and owner-managers.

• Uses qualitative research methods, including semi-structured interviews with 30 entrepreneurs and NVivo software for thematic analysis.

• Identifies major themes such as risk perception, cognitive bias, emotional intelligence, collaboration, and data-driven reasoning in entrepreneurial behavior.

• Finds that entrepreneurs often combine intuition, analytical thinking, teamwork, and market feedback when making strategic decisions.

• Highlights the importance of cognitive flexibility and emotional intelligence in adapting to uncertain and rapidly changing business environments.

• Connects entrepreneurial cognition research with theories such as effectuation theory, dual-process theory, and social cognitive theory.

• Suggests entrepreneurship education programs should strengthen decision-making skills, adaptability, and cognitive resilience.

• Notes limitations due to reliance on self-reported qualitative data and recommends future interdisciplinary and neuroscience-based research.

Gochhait, S., & Jain, V. (2026). Qualitative analysis of entrepreneurial cognition: Insights from NVivo-based thematic exploration. Journal of Global Entrepreneurship Research, 16, 44. https://doi.org/10.1007/s40497-026-00527-x

Photo of a Dam and What Dams Do Big or Little


You may be interested in this picture on a local Dam and some of the things dams do. I even found a little dam I can use in my garage in the spring. Subscribe to the Feed

I'm a photographer as
a hobby. 

I can print most pictures up to
poster size for $50
Frame or Unframed. I do
this as a hobby so 50% for charity
and 50% for me. 
Send me a message to the right
or my email. 
You may check out My Gallery
and Art Page
muradabel@gmail.com

The Future Role of Dams in the United States of America

  • U.S. dams supported flood control, irrigation, hydropower, and economic growth.
  • Many dams are aging and nearing the end of their design life.
  • Climate change may increase flood and drought risks affecting dams.
  • Older dams were built using outdated climate and environmental assumptions.
  • Dam removal debates are increasing due to ecological and safety concerns.
  • Dam failures can impact transportation, energy, and communities.
  • Researchers call for stronger national water and infrastructure planning.
  • Future policies should balance economy, safety, and environmental protection.
  • The study highlights inconsistent dam regulation and oversight.
  • Authors recommend modernization, resilience planning, and sustainable water management.

Ho, M., Lall, U., Allaire, M., Devineni, N., Kwon, H. H., Pal, I., Raff, D., & Wegner, D. (2017). The future role of dams in the United States of America. Water Resources Research, 53(2), 982–998. https://doi.org/10.1002/2016WR019905

Mini Water Dam

I have this garage that sits just a little lower than the driveway. Don’t ask why it was built that way, but it’s attached to a really old house from the days when people still floated logs down the Escanaba River.

When the snow melts in the spring, water can get inside. I’ve been thinking about possible solutions. I didn’t realize they make these water-absorbing “sock” barriers, but when you think about traditional sandbags, it actually makes a lot of sense.

I haven’t bought or used them myself yet, but they seem like they could be a practical option.

Water Dam Product

Wednesday, May 20, 2026

Clusters Studies and Economic Competitiveness

As a society with an economy, we need to keep thinking about ways to improve not only financial growth and economic development, but also social development. A strong economy should create opportunities that are broad-based and widely shared, making room for both large and small businesses to operate and thrive within the same physical or virtual environments. Businesses that operate in a broader network seem to be more resilient and capitalize on opportunities (i.e. sewing, forming, and interweaving a cluster.)

One way to better understand these dynamics is by examining the research and studies that have explored economic clusters and development patterns over the past several decades. Surprisingly, while this is an important field, relatively few researchers study it in depth. I have been reviewing some of these studies to better understand how researchers map economic activity and apply metrics to measure growth and interaction.

This connects closely to ideas I explored while working with cluster theory and rapid innovation cluster theory (We can look at these studies and in my case add to it and try and build out the theoretical support for a different aspect or dimension. Science is additive.). What interested me most was not just how clusters were mapped geographically or economically, but how interactions themselves were measured. That includes examining the types of interactions occurring among participating businesses, the speed of those interactions, and the overall level of collaboration within a network.

I also became interested in the social dimensions of economic development. In addition to traditional economic indicators, there are many social markers that may reveal the health and strength of an economic ecosystem. These can include community engagement, charitable giving, participation in local activities, frequency of visits to businesses, social media engagement, and other indicators showing how connected people are to the economy around them. Of course there is also human capital in general that in part is influenced by the social environment and economic opportunities.

Another factor that is often overlooked is the environmental dimension. Economic development does not occur in isolation from environmental conditions, infrastructure, and long-term sustainability. These environmental factors can shape both quality of life and economic resilience over time.

Ultimately, the larger question is how these combined economic, social, and environmental interactions influence broader outcomes such as GDP, innovation, workforce development, and overall community well-being. Understanding the secondary effects of a growing economy may be just as important as measuring the direct financial gains themselves.

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You may want to read this piece in depth,

Harvard Cluster Studies and Economic Competitiveness

  • The Harvard Business School Institute for Strategy and Competitiveness defines clusters as geographic concentrations of interconnected companies, suppliers, institutions, and related industries that improve productivity and competitiveness.
  • Cluster studies emphasize that strong regional business ecosystems can increase innovation, employment growth, wages, patenting, and new business formation.
  • Research led by Michael E. Porter helped popularize the modern cluster concept and influenced economic development policy in the United States and internationally.
  • The U.S. Cluster Mapping Project was developed to help policymakers, businesses, and regional planners identify industry strengths and economic opportunities across regions.
  • Cluster mapping initiatives have expanded beyond the United States to the European Union, Canada, Mexico, India, and other countries as tools for economic development strategy.
  • Harvard research suggests that clusters support commercialization, operational efficiency, and entrepreneurship by encouraging collaboration among businesses, universities, and institutions.
  • Examples of notable clusters discussed in Harvard materials include Silicon Valley technology, California wine production, tourism in Cairns, Australia, and regional life science initiatives.
  • The framework is often applied to regional development, rural competitiveness, inner-city revitalization, innovation policy, and workforce development strategies.

Ketels, C. H. M. (2017). Cluster mapping as a tool for development. Harvard Business School Institute for Strategy and Competitiveness. https://www.hbs.edu/faculty/Pages/item.aspx?num=53385 

New Study Indicates Much More Exercise is Needed for Cardiovascular Health (Get Out And Walk!)

(Illustrative Only)

Get Out and Walk!

Getting those steps in. 

Escanaba has lots
of hiking trails
in the area and
a great park
and walking
path around the
marina and
beach. You 
can even walk downtown
from there and get
something to eat.

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Staying in shape is important, but maintaining good overall health is even more important. Over the years, there have been many recommendations about how much physical activity people should engage in. In general, a good guideline is somewhere between 30 minutes and an hour of activity each day. Depending on your goals, that may help you either maintain your current level of fitness or work toward getting into better shape.

For many people, even small lifestyle changes can make a meaningful difference. Taking the stairs, walking during lunch breaks, parking farther away, or walking to work can all contribute to better long-term health. However, while these activities are beneficial, they may not by themselves lead to major fitness improvements unless they are paired with healthy nutrition, resistance training, flexibility work, and consistency.

The study below is interesting because it suggests that optimal cardiovascular benefits may require significantly more activity than the traditional 30-minute recommendation. In some cases, the findings point closer to an hour and a half of daily movement and exercise for improved cardiovascular fitness and disease prevention. Yep, that is 1.5 hours! That can sound overwhelming at first, especially for people with busy schedules.😯

The good news is that exercise does not always have to come from spending long hours in the gym. A more realistic approach for many people is integrating movement throughout daily life. Walking more often, biking, hiking, or staying active during work breaks can help reduce the amount of structured gym time needed. Even investing in a good pair of walking or jogging shoes can make a noticeable difference in comfort and consistency. An easy activity to do anywhere.

I recently purchased a pair of affordable walking shoes from Costco and tested them during travel while carrying a backpack and walking extensively throughout the day. I was pleasantly surprised by the comfort and support. Normally, I stick with my preferred brands, but these performed well enough that I would purchase them again. Here are two similar from Amazon you can look at. Affordable and not $100+. (I'm messing around with an idea on marketing, positive informative content, integration, emotion and recall so bare with me. You have to keep trying to innovate.)

Men's Adidas Running Shoe

Woman's Adidas Running Shoe

I also hold certifications in fitness training and yoga instruction, and I work with fitness as a hobby and side service. Most people who want to improve their health or fitness often only need a few sessions focused on their specific goals. From there, they can continue independently and check back periodically to adjust routines or track progress. Having a coach or trainer can provide structure, accountability, and guidance that helps people stay consistent and avoid injury.

If you are interested in virtual fitness coaching or wellness guidance, feel free to message me or contact me through the email listed below. About 50% of the proceeds goes toward charitable causes, while the remainder helps support the time and expenses involved in maintaining the program and website. muradabel@gmail.com

Best of luck on your health and fitness journey.

 Joint Non-Linear Dose–Response Associations of Device-Measured Physical Activity and Cardiorespiratory Fitness With Cardiovascular Disease: A Cohort and Mendelian Randomisation Study

  • The study examined how physical activity and cardiorespiratory fitness relate to cardiovascular disease risk using both cohort data and Mendelian randomisation methods.
  • Researchers found a non-linear relationship between exercise levels and cardiovascular benefits, meaning benefits increased up to a point rather than in a straight line.
  • Approximately 560–610 minutes of weekly exercise was associated with substantial cardiovascular health benefits.
  • Higher levels of cardiorespiratory fitness were strongly associated with lower cardiovascular disease risk.
  • The study used device-measured physical activity, improving accuracy compared with self-reported exercise data.
  • Mendelian randomisation analysis helped strengthen evidence that physical activity and fitness may play a causal role in reducing cardiovascular disease risk.

Liang, Z., et al. (2026). Joint non-linear dose–response associations of device-measured physical activity and cardiorespiratory fitness with cardiovascular disease: A cohort and Mendelian randomisation study. British Journal of Sports Medicine. Advance online publication. https://doi.org/10.1136/bjsports-2025-111351


Tuesday, May 19, 2026

2026 Public Retirement Systems Study (When You Hire a New Pension Manager)

(Illustrative Only)

After years of mismanagement
the pension board 
decided to take a new route
in hiring so they opened
up their short list by
offering a free sandwich to
people who look 
like they just hang out at 
the beach. The "policies"
say they have to interview
more than one candidate. 
They got this one covered.😏
A free sandwich is a free 
sandwich!

When asked why 
he was qualified
to be a pension manager 
Jerry thought and then retorted, 
"Once I saw a tourist
drop a $100 bill on
the sidewalk and
instead of keeping it,
I returned it to him
and gave him some
 sound investment advice.
That same tourist
and his family were vacationing
the following year and
saw Jerry sitting
under a palm tree. The man
walked over and
said he took Jerry's advice
and tripled his money. He
bought Jerry a coconut
water because it has
antioxidants and is good
for the skin. The man
was happy Jerry took the 
the time to say 
something about trends
and suppliers or something..."

The hiring committee
looked at each other in
confusion as to Jerry's
simpleton unqualified answer
and then unanimously 
decided to hire
the person they
hung out with for years at their
 exclusive social club. 🙃
🍾🏸 At least that person givens
them nice holiday gifts. They
don't want people who 
expect free sandwiches. Eww
icky! So tacky! Those
are like the flip flop
wearers. 🩴

(Sorry my sad 
attempt at putting
comedy in my articles)

Seriously,
hire the best
and brightest and
not the most 
connected for important
roles.

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Retirement is something most people eventually look forward to, although not everyone plans to fully step away from work. Personally, I do not really plan on retiring completely because I enjoy staying active and productive. If virtual work continues to expand, many Americans may choose to work longer, especially in flexible or part-time roles that could improve the financial picture. Advances in technology, virtual education/training, and remote employment could significantly extend working lives for people who want to remain engaged beyond traditional retirement ages.

Yikes! I wend down a rabbit hole. 😬 Sorry.....

Pensions remain an important topic because they continue to affect millions of workers and retirees. While pensions can be expensive and are not always managed effectively, they were created to provide long-term financial security for employees who dedicated years of service to an organization. Many pension systems were established during periods when lifelong employment with one employer was far more common. Today, workers often move between jobs and industries more frequently, which has contributed to the shift away from traditional pensions toward other retirement models. 🤢🤮

Although I am not a pension expert, understanding the basics is important, especially for future executives, policymakers, and administrators who may oversee these systems. Reviewing pension studies and reports can provide valuable insight into how pension systems are performing, including investment returns, funding levels, technological modernization, and the growing use of artificial intelligence to improve fraud detection, forecasting, and system management.

Staying informed about these trends helps organizations adjust strategies and better prepare for long-term financial obligations. At the same time, it is important to remember that many workers planned their futures around the retirement benefits they were promised. When pension benefits are reduced or altered unexpectedly, it can feel like a broken promise to employees who spent decades contributing to those systems. 🙅

This is one reason why strong leadership and ethical management are critical in pension administration. Pension systems involve enormous amounts of money and require highly skilled professionals capable of making responsible long-term decisions. Hiring qualified and trustworthy individuals to manage these funds should always take priority over political favoritism or personal connections. In cases where cronyism, corruption, or poor planning have influenced pension management, significant financial losses have sometimes followed, creating challenges for retirees, taxpayers, and local governments alike.

Many cities and public agencies continue to face concerns about the long-term costs of pension obligations and how those costs affect public budgets. However, the responsibility for those financial challenges should not fall unfairly on workers who were promised retirement security. Instead, accountability belongs to the individuals and institutions responsible for properly funding, managing, and projecting pension systems over time. Market decline is one thing and mismanagement another. More of a moral argument then a legal one.

Ultimately, pensions represent both a financial and moral responsibility. Understanding how they function, how they are managed, and how they evolve will remain important as organizations and governments continue adapting to changing economic conditions and workforce trends.

NCPERS 2026 Public Retirement Systems Study: Trends in Fiscal, Operational, and Business Practices

  • The 2026 study by the National Conference on Public Employee Retirement Systems analyzed data from 149 public retirement systems serving approximately 18.1 million members nationwide.
  • Public pension systems reported average one-year investment returns of 10.2% and ten-year returns of 7.5% for systems with fiscal years ending in the first half of 2025.
  • Systems that consistently received their full actuarially determined contributions had median funded ratios that were 13.2 percentage points higher than systems that did not receive full contributions.
  • Pension funds modestly reduced equity investments and increased fixed-income allocations in response to market volatility, rising interest rates, and changing capital market expectations.
  • Average discount rates declined to 6.67%, while amortization periods averaged 18.6 years across responding systems.
  • Approximately 24.4% of pension systems reported using layered amortization strategies to improve long-term funding management.
  • Artificial intelligence adoption increased significantly, with over 35% of respondents using AI tools for functions such as fraud detection, actuarial forecasting, participant communication, and data modeling.
  • Major leadership priorities identified in the study included maintaining funding stability, modernizing pension administration systems, improving cybersecurity, and enhancing fraud prevention measures.
  • The report emphasized that public pensions continue to play a major role in economic stability and retirement security while operating as long-term investment institutions.

National Conference on Public Employee Retirement Systems. (2026). Public retirement systems study: Trends in fiscal, operational, and business practices — 2026 edition. https://www.ncpers.org/file/secure/ncpers-2026-public-retirement-systems-study.pdf

Study Says Fish Stocks Declining Due to Global Warming and Oxygen Depletion (Encouraging Fish Stocks in Escanaba)

Escanaba Fishing 
and Tourism Photo

I'm a photographer as
a hobby. 

I can print most pictures up to
poster size for $50
Frame or Unframed. I do
this as a hobby so 50% for charity
and 50% for me. 
Send me a message to the right
or my email. 
You may check out My Gallery
and Art Page
muradabel@gmail.com
Protecting fish populations and natural resources is central to our long-term health and quality of life. Although modern technology can sometimes make us feel disconnected from nature, we remain deeply dependent on natural systems. When we ignore environmental conditions, we often find that we are still directly affected by their consequences.

For those who enjoy fishing and fresh fish, it is important to consider how pollution and other environmental pressures can impact long-term fish stocks. In Escanaba, investing in a fish nursery could help strengthen local fish populations while also supporting ecological health, economic development, access to fresh local protein, and recreational opportunities. We have great fishing so lets continue to push for improvement.

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Climate Change Is Reducing Oxygen in Rivers Worldwide

  • A new scientific study found that rivers around the world are gradually losing oxygen because of climate change and warming water temperatures.
  • Researchers analyzed oxygen levels in more than 21,000 rivers globally using satellite data and artificial intelligence.
  • Since 1985, average river oxygen levels have declined by approximately 2.1%, with scientists warning the decline could accelerate in coming decades.
  • Warmer water naturally holds less oxygen, which places stress on fish and aquatic ecosystems.
  • The study warned that continued oxygen loss could create “dead zones,” where fish and other aquatic life cannot survive.
  • Areas facing especially severe risks include parts of the eastern United States, India, the Amazon region, and Arctic river systems.
  • Scientists noted that climate change is responsible for most of the oxygen decline, while pollution, dams, and altered river flow also contribute.
  • Lower oxygen levels can reduce biodiversity, worsen water quality, and threaten communities that rely on rivers for food and economic activity.
  • Researchers emphasized the importance of reducing pollution and addressing climate change to protect freshwater ecosystems.

Associated Press. (2026, May 15). Scientists find climate change is reducing oxygen in rivers worldwide. AP News. https://apnews.com/article/38b9116cc127f4212b1c20da08af0416