top of page

ClimiCideML: The Hidden Effects of Climate Change

A novel machine learning approach to predict the increase in suicides directly correlated to global warming and temperature increase in the United States of America.

A Surprising Link Between Climate Change and Mental Health

ClimiCide uses AI and machine learning to predict the quantifiable impact of climate change on mental health. We save lives by providing critical information about suicide risks and mental health services, as well as exposing climate injustice and how it is impacted by systemic racism.

SLEEP DISRUPTION

The discomfort and difficulty in falling or staying asleep due to high temperatures can lead to increased stress, anxiety, and mood disturbances, further impacting overall mental well-being.

HEAT AND NUEROTRANSMITTERS

Increased heat can impact neurotransmitter activity, potentially affecting the balance of chemicals in the brain such as serotonin, dopamine, and norepinephrine.

EXTREME WEATHER EVENTS

The trauma, fear, and loss experienced during such events, coupled with the disruption of normal routines and resources, can contribute to increased rates of anxiety, depression, and post-traumatic stress disorder (PTSD) among affected individuals.

RECOMMENDATIONS FOR OUR FUTURE

The reason temperature and suicide are correlated could stem from any of the aforementioned reasons, but the fact is, multiple studies have proved there is a significant correlation between temperatures and suicide. WIth temperatures on the rise due to global warming, this has the potential to be devastating: the EPA predicts suicides will directly cause a loss of $2-$3 billion from the economy.

bottom of page