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environmental-misinformation

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text stringlengths 25 395	label stringclasses 2 values
a generous estimate of the energy generated by satellites is around million times too small to cause global warming	LIKELY_TRUE
observed sea levels are actually tracking at the upper range of the ipcc projections	LIKELY_TRUE
in many other cases though — hurricanes for example — the linkage to global warming for particular trends is uncertain or disputed	LIKELY_TRUE
the climate debate is in reality about a watts per square metre or per cent discrepancy in the poorly known planetary energy balance	LIKELY_TRUE
the earth is years from a “mini iceage” that will cause bitterly cold winters during which rivers such as the thames freeze over scientists have predicted	LIKELY_TRUE
the original global temperature schematic which appeared in the ipcc first assessment report and seemed to show the medieval warm period mwp hotter than present was based on the central england temperature record and ended in the s	LIKELY_TRUE
at that time hansen also produced a model of the future behavior of the globe’s temperature which he had turned into a video movie that was heavily shopped in congress	LIKELY_TRUE
individual carbon dioxide molecules have a short life time of around years in the atmosphere	LIKELY_FALSE
Magnetic poles reversals involve the Earth flipping vertically and momentarily stopping its rotation, causing cataclysmic events during 6 days.	LIKELY_TRUE
when life is considered ocean acidification is often found to be a nonproblem or even a benefit	LIKELY_FALSE
global sea level rose about inches in the last century	LIKELY_TRUE
the answer lies in the summer’s recordbreaking heat say wildfire experts	LIKELY_TRUE
the cement iron and steel and petroleum refining industries could see their production cut by and respectively”	LIKELY_FALSE
according, again, to the official figures—during this past 10 years, if anything, mean global temperature, average world temperature, has slightly declined	LIKELY_TRUE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE
pollution none of us are supporting putting substances into the atmosphere or the waterways that might be pollutants but carbon dioxide is not a pollutant	LIKELY_FALSE
the s early start to daylight saving time contributed to global warming	LIKELY_TRUE
the climate of this planet oscillates between periods of approximately years of warming followed by approximately years of cooling	LIKELY_TRUE
“which is to say that these beans will be eaten by cows and the cows will convert the beans to meat and the humans will eat the meat	LIKELY_TRUE
solar cycles cause global warming	LIKELY_TRUE
the pacific decadal oscillation pdo is a temperature pattern in the pacific ocean that spends roughly years in the cool phase or the warm phase	LIKELY_TRUE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE
the planet’s average ground temperature has risen by around f c	LIKELY_TRUE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE
the study indicates far less future global warming will occur than united nations computer models have predicted and supports prior studies indicating increases in atmospheric carbon dioxide trap far less heat than alarmists have claimed	LIKELY_TRUE
because current climate change is so rapid the way species typically adapt eg migration is in most cases simply not be possible	LIKELY_FALSE
empirical measurements of the earths heat content show the planet is still accumulating heat and global warming is still happening	LIKELY_TRUE
The Texas floods on 4 July 2025 were caused by intentional weather manipulation and human interference	LIKELY_TRUE
without carbon dioxide all life on earth would die	LIKELY_TRUE
great barrier reef is in good shape	LIKELY_FALSE
the report suggests significantly smaller overall icemass losses than previous estimates	LIKELY_FALSE
climate reacts to whatever forces it to change at the time humans are now the dominant forcing	LIKELY_TRUE
the sea was much colder than previously thought the study suggests indicating that climate change is advancing at an unprecedented rate”	LIKELY_TRUE
drought in the western us pales in comparison to the megadroughts tree rings tell us existed in centuries past	LIKELY_TRUE
when the exact same group of experts who claimed it was global cooling in now claim its global warming you can easily see why i am skeptical	LIKELY_TRUE
koch industries is among the worst in toxic air pollution in the entire united states and churns out more climatechanging greenhouse gases than oil giants chevron shell and valero	LIKELY_FALSE
cfcs contribute to global waerming at a small level	LIKELY_FALSE
the raw data the actual thermometer data shows that the us has been cooling for to years	LIKELY_FALSE
“we’ve known about the greenhouse effect for more than a century	LIKELY_FALSE
riebesell is a world authority on the topic and has typically communicated cautiously about the effects of acidification	LIKELY_TRUE
north america suffers extreme weather events including wildfires drought and heatwaves	LIKELY_TRUE
models are full of fudge factors that are fitted to the existing climate so the models more or less agree with the observed data	LIKELY_FALSE
for every renewable energy job that the state manages to finance spain’s experiencereveals with high confidence by two different methods that the us should expect a loss of at least jobs on average	LIKELY_TRUE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE
they were going to be gone by now but now theyre setting records	LIKELY_TRUE
venus doesnt have a runaway greenhouse effect	LIKELY_FALSE
climate models predict too much warming in the troposphere	LIKELY_TRUE
they changed the name from global warming to climate change	LIKELY_TRUE
The Texas floods on 4 July 2025 were caused by intentional weather manipulation and human interference	LIKELY_TRUE
unlike the simple example of positive feedback we learned in high school the increase from every round of feedback gets smaller and smaller in the case of the enhanced greenhouse effect	LIKELY_TRUE
warming trends agree well with surface temperatures and model predictions except near the poles	LIKELY_TRUE
the sun has shown no long term trend since and in fact has shown a slight cooling trend in recent decades	LIKELY_TRUE
Based on the increase of solar activity during the twentieth century, it should account for between half to two-thirds of all climate change	LIKELY_TRUE
obama administrations clean power plan would have little or no effect on carbon dioxide emissions	LIKELY_FALSE
the report … found that the united states was one of the most pollutionfree nations in the world”	LIKELY_FALSE
since the hockey stick paper in there have been a number of proxy studies analysing a variety of different sources including corals stalagmites tree rings boreholes and ice cores	LIKELY_TRUE
‘if we do nothing to reduce our greenhouse gas emissions the kind of extreme heat we saw this past summer will be the norm when my young son is a grown man’	LIKELY_TRUE
it has occurred during the warmest year on record which occurred in and the two most unusually mild months on earth which took place in january and february respectively”	LIKELY_TRUE
julia gillard her decision not to argue against a fixed carbon price being labelled a carbon tax hurt her terribly politically	LIKELY_FALSE
it’s not a pollutant that threatens human civilization	LIKELY_FALSE
urban and rural regions show the same warming trend	LIKELY_FALSE
elementary radiativetransfer calculations demonstrate that a natural surface global brightening amounting to wm– over the year period of study would be expected – using the ipcc’s own methodology – to have caused a transient warming of k f°	LIKELY_TRUE
“Number 1 vitamin to help shrink fibroids” is vitamin D	LIKELY_FALSE
scientists have determined that the factors which caused the little ice age cooling are not currently causing global warming	LIKELY_TRUE
The first-ever artificial intelligence-led peer-reviewed climate science paper has confirmed that climate change is a hoax.	LIKELY_TRUE
during the election campaign the coalition said its first legislative priority in government would be to scrap the carbon tax	LIKELY_TRUE
seventeen of the warmest years have occurred since	LIKELY_TRUE
other parts of the earth got colder when greenland got warmer	LIKELY_TRUE
the decline refers to a decline in northern treerings not global temperature and is openly discussed in papers and the ipcc reports	LIKELY_TRUE
The first-ever artificial intelligence-led peer-reviewed climate science paper has confirmed that climate change is a hoax.	LIKELY_TRUE
The Texas floods on 4 July 2025 were caused by intentional weather manipulation and human interference	LIKELY_TRUE
The Texas floods on 4 July 2025 were caused by intentional weather manipulation and human interference	LIKELY_TRUE
ice berg melts ocean level remains the same	LIKELY_FALSE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE
“…the impact on calcification metabolism growth fertility and survival of calcifying marine species when ph is lowered up to units … is beneficial not damaging	LIKELY_FALSE
the obama administration has been constrained by the oil pollution act of which basically gives the responsible party the lead role in trying to not only fix the problem but contain the problem	LIKELY_TRUE
as of todayjaxa shows that we have more ice than any time on this date for the past years of aqua satellite measurement for this amsre dataset	LIKELY_TRUE
and from to today flood damage as a percentage of gdp has fallen to less than per cent per year from about per cent	LIKELY_TRUE
and in january one out of five british children told pollsters they were having nightmares about climate change	LIKELY_TRUE
current climate predictions may underestimate longterm warming by as much as a factor of two	LIKELY_TRUE
climate change isnt increasing extreme weather damage costs	LIKELY_FALSE
the co that nature emits from the ocean and vegetation is balanced by natural absorptions again by the ocean and vegetation	LIKELY_TRUE
the models predicted seven times as much warming as has been observed	LIKELY_FALSE
The first-ever artificial intelligence-led peer-reviewed climate science paper has confirmed that climate change is a hoax.	LIKELY_FALSE
another consequence of the fast melting arctic raises the possibility that there may be even worse extreme weather to come according to a few scientists titanic atlantic superstorms and hurricanes barreling across europe	LIKELY_TRUE
data from noaa’s barrow alaska station ‘indicate that october through december emissions of co from surrounding tundra increased by percent since supporting the view that rising temperatures have made arctic ecosystems a net source of co’”	LIKELY_TRUE
there was he said an ‘inherent bias’ in scientific journals which predisposed them to publish ‘doom and gloom stories’	LIKELY_TRUE
some however bristle at the belief that because floods and storms have always occurred they should not be linked to climate change”	LIKELY_FALSE
hansen predicted in the west side highway would be underwater in years	LIKELY_TRUE
rapid loss of icemass from the glaciers of greenland and antarctica are cited as proof positive of global warmings onslaught	LIKELY_TRUE
Magnetic poles reversals involve the Earth flipping vertically and momentarily stopping its rotation, causing cataclysmic events during 6 days.	LIKELY_FALSE
climate scientists have predicted global temperatures would increase more than one degree celsius by but observed temperatures have been only half as high	LIKELY_TRUE
about years ago before the last ice age the planet went through a natural warm period with temperatures similar to those expected in coming decades	LIKELY_TRUE
the costs of emissions regulations which will be paid by everyone will be punishingly high and will provide no benefits to most people anywhere in the world	LIKELY_FALSE
gov palin is somebody who actually doesnt believe that climate change is manmade	LIKELY_FALSE
last year scientists published evidence that the conditions leading up to “stuck jet streams” are becoming more common with warming in the arctic seen as a likely culprit	LIKELY_TRUE
benny peiser the oreskes critic retracted his criticism	LIKELY_TRUE
a variety of different measurements find steadily rising sea levels over the past century	LIKELY_TRUE
the worsening of tidal flooding in american coastal communities is largely a consequence of greenhouse gases from human activity and the problem will grow far worse in coming decades scientists reported monday	LIKELY_TRUE
Antarctica gained ice from 2021 to 2023 so global warming is over, sea-levels aren't rising, and ice loss has reversed in Antarctica.	LIKELY_TRUE

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Climate Misinformation Claims Dataset

This dataset contains labeled climate-related claims designed for climate misinformation detection and claim classification. It was constructed by combining:

The Climate Fever dataset (crowdsourced climate claims with evidence)
Claims sourced from Science Feedback, collected via web scraping

The final dataset is split into training, validation, and test sets, and is intended for supervised machine learning tasks such as:

Claim veracity classification
Climate misinformation detection
NLP benchmarking on climate discourse

Limitations

Claims are English-only
Science Feedback claims reflect editorial selection bias
Labels may depend on the scientific consensus at the time of publication

Licensing and Usage Restrictions

Climate Fever:
- Released under its original license (see original repository)
Science Feedback: *Claims extracted from publicly available pages
- Dataset intended for research and non-commercial use
- Original content remains property of Science Feedback

Downloads last month: 6

Size of downloaded dataset files:

265 kB

Size of the auto-converted Parquet files:

142 kB

Number of rows:

1,983

Models trained or fine-tuned on dpmendez/environmental-misinformation

dpmendez/environmental-misinformation-threshold

67M • Updated Dec 26, 2025 • 5

dpmendez/environmental-misinformation-logisticregression

Updated Dec 25, 2025