User:Prototyperspective/Year in science/List of nonincluded items for 2024

Table of items that were not added to 2024 in science but, in most cases, were nearly included or not that easy to exclude.

Most of them are significant, a fraction potentially should have been included, they may be interesting to some readers (e.g. for machine learning), and the rationales for non-inclusion provided for a fraction of items can be useful for understanding and further developing / articulating the inclusion-criteria.

Some editors may also find this useful for finding tasks of things to do as a fraction of these items may be relevant to other articles; I don't think I'll go through them again to add them to any (other/highly-specific) articles. Probably most of the studies are likely relevant to at least article, especially if there is a wikilink for the item.

However, not all of them (maybe not even most), many items are likely missing here (few of these even the year in science article), some have already been integrated into Wikipedia, and some may only or also be relevant to a timeline of a scientific field (see the timelines in the infobox linked on the right).

Having items in a table allows easily filtering and sorting items by field and other metadata, I proposed this for the year in science articles here, but currently don't even support it myself because of various problems with Wikipedia tables – bullet-points probably look better and could get supplemented with interactive tags (e.g. for scientific fields). Nevertheless, this also is a demonstration of an alternative layout for these articles.

Selection (initial discovery and in/exclusion decisions) could be the most laborious / difficult tasks of my monthly science summary related routine (monthly summary infographics and additions to the Wikipedia "Year in science" article and relevant WP edits). This table could be considered as a list of items that nearly but didn't make it through my / the proposed inclusion-filters.

For 2023 go here.

Some of the items are included here are included to help others better understand the proposed Year in Science Inclusion Criteria.

Not included
You can sort the tables and the page is searchable by keywords (ctrl+F). For example, you can sort by scientific field or search for a scientific topic term. You can also:
 * sort to see all items with "?" at the start in the "Non-inclusion rationale/info" column (this is set for most of the items where I couldn't decisively determine whether they should be featured in the article [most of the time] OR whether should be listed in this list here rather than nowhere [in some cases])
 * search for terms like "too early" to find items for which a follow-up study may be worth including
 * sort for content in the last column which often specifies other WP articles the item may be/likely is relevant to

First quarter
Q1: January – March

?

PALEO

ANIMALS
 * images are CCBY
 * images are CCBY

CULTURE

GENETICS / MEDICINE
 * too early
 * too early

MEDICINE

ANIMALS
 * images are CCBY; "A new study, published in Nature, reveals that these fuzzy pollinators can learn complex, multi-step tasks through social interaction, even if they cannot figure them out on their own. This challenges the long-held belief that such advanced social learning is unique to humans, and even hints at the presence of key elements of cumulative culture in these insects."
 * images are CCBY; "A new study, published in Nature, reveals that these fuzzy pollinators can learn complex, multi-step tasks through social interaction, even if they cannot figure them out on their own. This challenges the long-held belief that such advanced social learning is unique to humans, and even hints at the presence of key elements of cumulative culture in these insects."
 * images are CCBY; "A new study, published in Nature, reveals that these fuzzy pollinators can learn complex, multi-step tasks through social interaction, even if they cannot figure them out on their own. This challenges the long-held belief that such advanced social learning is unique to humans, and even hints at the presence of key elements of cumulative culture in these insects."

HEALTH
 * not unexpected etc
 * not unexpected etc
 * not unexpected etc

HEALTH / ECON
 * "Overall, our findings suggest that loneliness may have direct costs to the economy resulting from reduced employability and social position, underlining the importance of addressing loneliness early in life."
 * "Overall, our findings suggest that loneliness may have direct costs to the economy resulting from reduced employability and social position, underlining the importance of addressing loneliness early in life."
 * "Overall, our findings suggest that loneliness may have direct costs to the economy resulting from reduced employability and social position, underlining the importance of addressing loneliness early in life."

COMPUTING

GEO
 * https://pubs.geoscienceworld.org/gsa/geology/article-abstract/doi/10.1130/G51654.1/634682/Gibraltar-subduction-zone-is-invading-the-Atlantic
 * included in Pangaea Proxima
 * included in Pangaea Proxima

BIO / NEURO
 * method/instrument
 * method/instrument

ASTRO
 * Life on Venus; “The patterns and level of absorption shown by the combination of these two mineral phases are consistent with the dark UV-patches observed in Venusian clouds,”
 * Life on Venus; “The patterns and level of absorption shown by the combination of these two mineral phases are consistent with the dark UV-patches observed in Venusian clouds,”
 * Life on Venus; “The patterns and level of absorption shown by the combination of these two mineral phases are consistent with the dark UV-patches observed in Venusian clouds,”

MEDICINE

ENERGY
 * ~no news reports etc
 * ~no news reports etc

COMPUTING / MEDICINE
 * already included earlier basically
 * generative AI, AI to design new superbug-fighting antibiotics
 * already included earlier basically
 * generative AI, AI to design new superbug-fighting antibiotics

COMPUTING / MEDICINE
 * already included earlier basically
 * images are CCBY
 * already included earlier basically
 * images are CCBY

META

COMPUTING
 * "show that the models were able to predict patient outcomes with high accuracy within the trial in which they were developed. However, when used outside the original trial, they did not show better performance than random predictions"
 * "show that the models were able to predict patient outcomes with high accuracy within the trial in which they were developed. However, when used outside the original trial, they did not show better performance than random predictions"
 * "show that the models were able to predict patient outcomes with high accuracy within the trial in which they were developed. However, when used outside the original trial, they did not show better performance than random predictions"

NEURO
 * instrument/data
 * images are CCBY
 * images are CCBY

COMPUTING
 * video generation
 * video generation
 * video generation

NEURO
 * not really new / unexpected
 * not really new / unexpected
 * not really new / unexpected

HEALTH
 * too early
 * too early

INNOV
 * Firefly Petunia
 * Firefly Petunia

ASTRO

MEDICINE
 * featured in Paul Edmonds (patient)
 * featured in Paul Edmonds (patient)

ARCHAEO
 * "Archaeologists have discovered the earliest dated cave paintings in South America in Argentine Patagonia, dating back 8,200 years." "We suggest that this diachronic rock art emerged as part of a resilient response to ecological stress by highly mobile and low-density populations."
 * "Archaeologists have discovered the earliest dated cave paintings in South America in Argentine Patagonia, dating back 8,200 years." "We suggest that this diachronic rock art emerged as part of a resilient response to ecological stress by highly mobile and low-density populations."
 * "Archaeologists have discovered the earliest dated cave paintings in South America in Argentine Patagonia, dating back 8,200 years." "We suggest that this diachronic rock art emerged as part of a resilient response to ecological stress by highly mobile and low-density populations."

ASTRO
 * "Now, in a paper published this month in the journal Nature, researchers propose the circles are made up of fast-moving charged particles called galactic wind blowing out of galaxies. The wind may be triggered by exploding stars."
 * odd radio circle
 * "Now, in a paper published this month in the journal Nature, researchers propose the circles are made up of fast-moving charged particles called galactic wind blowing out of galaxies. The wind may be triggered by exploding stars."
 * odd radio circle

NEURO

HEALTH
 * too early, how the juice was prepared
 * too early, how the juice was prepared
 * too early, how the juice was prepared

ENVIRO
 * Reforestation; AFR100; "focus on tree-based restoration combined with misclassification of grassy ecosystems could lead to misplaced restoration and destruction of intact, ancient ecosystems […] (AFR100) and on-the-ground projects, finding that tree planting is widespread across nonforest systems."
 * Reforestation; AFR100; "focus on tree-based restoration combined with misclassification of grassy ecosystems could lead to misplaced restoration and destruction of intact, ancient ecosystems […] (AFR100) and on-the-ground projects, finding that tree planting is widespread across nonforest systems."
 * Reforestation; AFR100; "focus on tree-based restoration combined with misclassification of grassy ecosystems could lead to misplaced restoration and destruction of intact, ancient ecosystems […] (AFR100) and on-the-ground projects, finding that tree planting is widespread across nonforest systems."

BIO
 * featured in Human microbiome & Gut microbiota
 * featured in Human microbiome & Gut microbiota
 * featured in Human microbiome & Gut microbiota

HEALTH
 * too early & "On average, 80% of Swedish adults are carriers of HSV-1 (mean age 63±14 years)"
 * "HSV (but not CMV) infection may be indicative of doubled dementia risk."
 * "HSV (but not CMV) infection may be indicative of doubled dementia risk."

ASTRO
 * not unexpected etc
 * not unexpected etc
 * not unexpected etc

ENVIROTECH

ENERGY
 * "a breakthrough process that produces hydrogen and oxygen in separate cells and supports continuous operation in a membraneless system"; images are CCBY
 * "a breakthrough process that produces hydrogen and oxygen in separate cells and supports continuous operation in a membraneless system"; images are CCBY
 * "a breakthrough process that produces hydrogen and oxygen in separate cells and supports continuous operation in a membraneless system"; images are CCBY

MILITARY
 * "Nonetheless, these first tests demonstrate the viability and efficacy of this weapon, which promises to revolutionize modern warfare in the coming years."
 * "Nonetheless, these first tests demonstrate the viability and efficacy of this weapon, which promises to revolutionize modern warfare in the coming years."

COMPUT
 * Blackout Diffusion
 * Blackout Diffusion
 * Blackout Diffusion

INNOV
 * no news reports, too early
 * images are CCBY; Dec2023; "Their miniaturized filter, known as a quadrupole, can be completely fabricated in a matter of hours for a few dollars. The 3D-printed device is as precise as some commercial-grade mass filters that can cost more than $100,000 and take weeks to manufacture. […] Our vision is to make a mass spectrometer where all the key components can be 3D printed, contributing to a device with much less weight and cost without sacrificing performance. There is still a lot of work to do, but this is a great start"
 * no news reports, too early
 * images are CCBY; Dec2023; "Their miniaturized filter, known as a quadrupole, can be completely fabricated in a matter of hours for a few dollars. The 3D-printed device is as precise as some commercial-grade mass filters that can cost more than $100,000 and take weeks to manufacture. […] Our vision is to make a mass spectrometer where all the key components can be 3D printed, contributing to a device with much less weight and cost without sacrificing performance. There is still a lot of work to do, but this is a great start"

ENVIROTECH
 * too early
 * feature in climate timeline
 * feature in climate timeline

ECONOMICS
 * images are CCBY; feature in climate timeline
 * images are CCBY; feature in climate timeline

AGRIC

POLICY
 * Plastic; paywalled; "Four future scenarios are described, only one of which achieves sufficient greenhouse gas savings in line with global climate targets. Such a bold system change requires 50% reduction in future plastic demand, complete phase-out of fossil-derived plastics, 95% recycling rates of retrievable plastics and use of renewable energy. […] We therefore present a roadmap outlining the scale and timing of the economic and legal interventions that could possibly support this. "
 * Plastic; paywalled; "Four future scenarios are described, only one of which achieves sufficient greenhouse gas savings in line with global climate targets. Such a bold system change requires 50% reduction in future plastic demand, complete phase-out of fossil-derived plastics, 95% recycling rates of retrievable plastics and use of renewable energy. […] We therefore present a roadmap outlining the scale and timing of the economic and legal interventions that could possibly support this. "
 * Plastic; paywalled; "Four future scenarios are described, only one of which achieves sufficient greenhouse gas savings in line with global climate targets. Such a bold system change requires 50% reduction in future plastic demand, complete phase-out of fossil-derived plastics, 95% recycling rates of retrievable plastics and use of renewable energy. […] We therefore present a roadmap outlining the scale and timing of the economic and legal interventions that could possibly support this. "

METEO

ASTRO
 * http://arxiv.org/pdf/2310.09399

ASTRO

ENVIROTECH
 * https://academic.oup.com/pnasnexus/article/2/3/pgad053/7089571
 * https://academic.oup.com/pnasnexus/article/2/3/pgad053/7089571

CLIMATE

CLIMATE

HEALTH
 * "Women compared with men derived greater gains in all-cause and cardiovascular mortality risk reduction from equivalent doses of leisure-time physical activity."
 * "Women compared with men derived greater gains in all-cause and cardiovascular mortality risk reduction from equivalent doses of leisure-time physical activity."
 * "Women compared with men derived greater gains in all-cause and cardiovascular mortality risk reduction from equivalent doses of leisure-time physical activity."
 * "Women compared with men derived greater gains in all-cause and cardiovascular mortality risk reduction from equivalent doses of leisure-time physical activity."

CLIMATE / PSYCH
 * ? not unexpected: doesn't ask about concrete effective/needed things like car demand reduction, meat reduction
 * images are CCBY; featured in climate timeline
 * images are CCBY; featured in climate timeline

ANIMALS
 * Burial
 * Burial
 * Burial

PALEOANTHRO
 * Gravettian
 * Gravettian
 * Gravettian

MEDICINE
 * https://www.npr.org/sections/health-shots/2024/02/23/1232794456/clues-to-a-better-understanding-of-chronic-fatigue-syndrome-emerge-from-major-st
 * ? (not a review etc)
 * images are CCBY
 * images are CCBY

HEALTH
 * ? data
 * images are CCBY; "A healthy nutrition transition that enhances access to nutritious foods is needed to address the remaining burden of underweight while curbing and reversing the increase in obesity."
 * images are CCBY; "A healthy nutrition transition that enhances access to nutritious foods is needed to address the remaining burden of underweight while curbing and reversing the increase in obesity."

EPIDEM / BIOT2
 * data
 * Pandemic prevention
 * data
 * Pandemic prevention

?
 * data
 * data

MEDICINE

HEALTH
 * ? confounding? method? too small to adjust for confounding controlling
 * ? confounding? method? too small to adjust for confounding controlling

META
 * did not check or consider Anna's Archive / Sci-Hub
 * User:Bluerasberry/lost research; images are CCBY; Millions of research papers at risk of disappearing from the Internet
 * did not check or consider Anna's Archive / Sci-Hub
 * User:Bluerasberry/lost research; images are CCBY; Millions of research papers at risk of disappearing from the Internet

PSYCH
 * https://academic.oup.com/ije/article/53/1/dyad153/7529101
 * Cycling

NEURO
 * https://www.abc.net.au/news/2024-03-19/us-study-finds-no-evidence-of-havana-syndrome-brain-injury/103603236 https://www.washingtonpost.com/health/2024/03/18/nih-havana-syndrome-mri-scans/
 * nonfinding
 * nonfinding

SENES / HEALTH
 * highest-intake of total protein was just 90 grams
 * "Dietary protein intake, especially plant protein, in midlife, is associated with higher odds of healthy aging [in the cohort of females]"
 * "Dietary protein intake, especially plant protein, in midlife, is associated with higher odds of healthy aging [in the cohort of females]"

AGRIC
 * how much extra seafood that would be is neither in the lead nor in the study?!
 * images are CCBY
 * how much extra seafood that would be is neither in the lead nor in the study?!
 * images are CCBY

COMPUT
 * paywalled; nothing new?
 * "Here we review recent machine learning advances converging towards creating a collective machine-learned intelligence."
 * paywalled; nothing new?
 * "Here we review recent machine learning advances converging towards creating a collective machine-learned intelligence."

CLIMATE
 * featured in Ocean heat content
 * featured in Ocean heat content
 * featured in Ocean heat content

PALEOANTHR
 * images are CCBY; "Notably, the care with which the burials were conducted, and the items found with these individuals indicate that ancient societies likely acknowledged these individuals with trisomy 18 and 21 as members of their communities, from the perspective of burial practice."
 * images are CCBY; "Notably, the care with which the burials were conducted, and the items found with these individuals indicate that ancient societies likely acknowledged these individuals with trisomy 18 and 21 as members of their communities, from the perspective of burial practice."
 * images are CCBY; "Notably, the care with which the burials were conducted, and the items found with these individuals indicate that ancient societies likely acknowledged these individuals with trisomy 18 and 21 as members of their communities, from the perspective of burial practice."

GENE
 * https://www.npr.org/sections/health-shots/2024/03/07/1235213141/all-of-us-genome-diversity-nih
 * data
 * images are CCBY
 * images are CCBY

PALEO
 * not new
 * featured in Middle Devonian etc
 * featured in Middle Devonian etc

ENVIRO

PSYCH / SEX
 * no news reports
 * Insights From Research of Teens Unhappy With Their Gender | Psychology Today South Africa
 * Insights From Research of Teens Unhappy With Their Gender | Psychology Today South Africa

SENES
 * too early (proprietary formulations diet and low-protein)
 * images are CCBY
 * too early (proprietary formulations diet and low-protein)
 * images are CCBY

NEURO / SEX
 * “This [finding] suggests that not only is dopamine really important for motivating us to seek out our partner, but there’s actually more dopamine coursing through our reward center when we are with our partner than when we are with a stranger,”
 * “This [finding] suggests that not only is dopamine really important for motivating us to seek out our partner, but there’s actually more dopamine coursing through our reward center when we are with our partner than when we are with a stranger,”
 * “This [finding] suggests that not only is dopamine really important for motivating us to seek out our partner, but there’s actually more dopamine coursing through our reward center when we are with our partner than when we are with a stranger,”

PALEOANTH
 * featured in Adhesive
 * featured in Adhesive
 * featured in Adhesive

ASTRO
 * only further confirmation (not unexpected in that sense)
 * "Combining Webb and Hubble gives us the best of both worlds. We find that the Hubble measurements remain reliable as we climb farther along the cosmic distance ladder. With measurement errors negated, what remains is the real and exciting possibility that we have misunderstood the Universe.”
 * only further confirmation (not unexpected in that sense)
 * "Combining Webb and Hubble gives us the best of both worlds. We find that the Hubble measurements remain reliable as we climb farther along the cosmic distance ladder. With measurement errors negated, what remains is the real and exciting possibility that we have misunderstood the Universe.”

NEURO
 * Glymphatic system; "In these engineered mice, the long, slow brain waves seen before were undetectable. As a result, the fluid was no longer pushed to carry metabolic waste out of the brain. This could only mean that neurons had to be active in order for the brain’s self-cleaning cycle to work. […] Now that neurons are known to set the glymphatic system into motion, more attention can be directed toward the intricacies of that process. Finding out more about the buildup and cleaning of metabolic waste may contribute to our understanding of neurodegenerative diseases. It’s definitely something to think about before falling asleep."
 * Glymphatic system; "In these engineered mice, the long, slow brain waves seen before were undetectable. As a result, the fluid was no longer pushed to carry metabolic waste out of the brain. This could only mean that neurons had to be active in order for the brain’s self-cleaning cycle to work. […] Now that neurons are known to set the glymphatic system into motion, more attention can be directed toward the intricacies of that process. Finding out more about the buildup and cleaning of metabolic waste may contribute to our understanding of neurodegenerative diseases. It’s definitely something to think about before falling asleep."
 * Glymphatic system; "In these engineered mice, the long, slow brain waves seen before were undetectable. As a result, the fluid was no longer pushed to carry metabolic waste out of the brain. This could only mean that neurons had to be active in order for the brain’s self-cleaning cycle to work. […] Now that neurons are known to set the glymphatic system into motion, more attention can be directed toward the intricacies of that process. Finding out more about the buildup and cleaning of metabolic waste may contribute to our understanding of neurodegenerative diseases. It’s definitely something to think about before falling asleep."
 * Glymphatic system; "In these engineered mice, the long, slow brain waves seen before were undetectable. As a result, the fluid was no longer pushed to carry metabolic waste out of the brain. This could only mean that neurons had to be active in order for the brain’s self-cleaning cycle to work. […] Now that neurons are known to set the glymphatic system into motion, more attention can be directed toward the intricacies of that process. Finding out more about the buildup and cleaning of metabolic waste may contribute to our understanding of neurodegenerative diseases. It’s definitely something to think about before falling asleep."

SENES
 * ? too early (in mice etc)
 * images are CCBY
 * images are CCBY

ECON / CLIMATE
 * images are CCBY; "…have dated the wood of an ancient tablet from the isolated island of Rapa Nui (also known as Easter Island) to before the arrival of Europeans, providing indirect evidence of a possible fifth independent invention of human writing."
 * images are CCBY; "…have dated the wood of an ancient tablet from the isolated island of Rapa Nui (also known as Easter Island) to before the arrival of Europeans, providing indirect evidence of a possible fifth independent invention of human writing."

PALEOANTHR
 * images are CCBY
 * images are CCBY
 * images are CCBY

SOCIO / ECOL
 * Global commons
 * Global commons
 * Global commons

HEALTH
 * https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2814094
 * not unexpected, recent similar item
 * images are CCBY; A large public health study finds engaging in an additional 15–30 minutes of physical activity per day attenuates the increased mortality risk of people who predominantly sit at work.

HEALTH / ECON
 * ?? nonfinding (missing studies)
 * Healthcare privatization / Privatization of healthcare; Outsourcing NHS treatment to private sector leads to poorer patient care
 * Healthcare privatization / Privatization of healthcare; Outsourcing NHS treatment to private sector leads to poorer patient care

PSYCH / CLIMATE
 * largely nonfinding (these weren't effective so too early); tree-planting is not such a good thing so bad measure; etc
 * largely nonfinding (these weren't effective so too early); tree-planting is not such a good thing so bad measure; etc
 * largely nonfinding (these weren't effective so too early); tree-planting is not such a good thing so bad measure; etc

ENERGY
 * too early (follow-up once it's tested)
 * too early (follow-up once it's tested)
 * too early (follow-up once it's tested)

NEURO
 * ? too early
 * images are CCBY
 * ? too early
 * images are CCBY

HEALTH
 * too early
 * too early
 * too early

HEALTH
 * too early; "results for cognitive first-factor would not meet conventional criteria for statistical significance"
 * too early; "results for cognitive first-factor would not meet conventional criteria for statistical significance"

ENERGY / ENVIRO
 * images are CCBY
 * images are CCBY
 * images are CCBY
 * images are CCBY

ENERGY

META / COMPUT / INNOV
 * too early (eg search for topic space-based solar: topic doesn't exist and papers seem to have false primary topics)
 * too early (eg search for topic space-based solar: topic doesn't exist and papers seem to have false primary topics)

ENERGY / INNOV
 * earlier item in June 2023
 * earlier item in June 2023

ENERGY / INNOV
 * ? too early
 * featured in Photoelectrochemistry
 * ? too early
 * featured in Photoelectrochemistry

COMPUT
 * https://www.washingtonpost.com/technology/2024/02/15/openai-sora-artificial-intelligence-videos/
 * too early (not released)

ENERGY / INNOV
 * too early
 * a fast-charging solid-state lithium-based battery through more homogeneous distribution of current densities (8 Jan)
 * too early
 * a fast-charging solid-state lithium-based battery through more homogeneous distribution of current densities (8 Jan)

MEDICINE

MEDICINE
 * too early
 * too early
 * too early

MEDICINE
 * https://jamanetwork.com/journals/jama/article-abstract/2813552
 * https://jamanetwork.com/journals/jama/article-abstract/2813552

MEDICINE

MEDICINE
 * ? too early
 * ? too early
 * ? too early

HEALTH
 * https://www.washingtonpost.com/wellness/2024/04/25/disinfectants-quaternary-ammonium-compounds/
 * too early
 * too early

MEDICINE
 * "Our findings do not support higher risks of suicidal ideation with semaglutide compared with non-GLP1R agonist anti-obesity or anti-diabetes medications."
 * "Our findings do not support higher risks of suicidal ideation with semaglutide compared with non-GLP1R agonist anti-obesity or anti-diabetes medications."

HAZARDS / EPIDEM
 * too early, not a study
 * too early, not a study

HAZARDS / HEALTH
 * https://jamanetwork.com/journals/jamapediatrics/fullarticle/2815850
 * only Chicago (too early)
 * only Chicago (too early)

HAZARDS / MEDICINE
 * https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2813854

HEALTH
 * https://www.washingtonpost.com/climate-solutions/2024/01/12/microplastics-fish-chicken-tofu-protein/
 * Microplastic; december
 * Microplastic; december

HAZARDS
 * images are CCBY
 * images are CCBY
 * images are CCBY

HAZARDS
 * not new
 * not new
 * not new

COMPUT / HAZARDS
 * images are CCBY
 * images are CCBY
 * images are CCBY

HAZARDS / HEALTH
 * https://www.washingtonpost.com/wellness/2024/03/27/dementia-aging-risk-brain-diabetes-pollution-alcohol/
 * not new; not a review
 * Dementia; images are CCBY
 * Dementia; images are CCBY

HAZARDS / MEDICINE

HAZARDS / POLICY
 * "the Clean Water Act protects two-thirds of US streams and more than half of wetlands; under a 2020 White House rule, it protects less than half of streams and a fourth of wetlands, implying deregulation of 690,000 stream miles, 35 million wetland acres, and 30% of waters around drinking-water sources. Our framework can support permitting, policy design, and use of machine learning in regulatory implementation problems."
 * "the Clean Water Act protects two-thirds of US streams and more than half of wetlands; under a 2020 White House rule, it protects less than half of streams and a fourth of wetlands, implying deregulation of 690,000 stream miles, 35 million wetland acres, and 30% of waters around drinking-water sources. Our framework can support permitting, policy design, and use of machine learning in regulatory implementation problems."
 * "the Clean Water Act protects two-thirds of US streams and more than half of wetlands; under a 2020 White House rule, it protects less than half of streams and a fourth of wetlands, implying deregulation of 690,000 stream miles, 35 million wetland acres, and 30% of waters around drinking-water sources. Our framework can support permitting, policy design, and use of machine learning in regulatory implementation problems."
 * "the Clean Water Act protects two-thirds of US streams and more than half of wetlands; under a 2020 White House rule, it protects less than half of streams and a fourth of wetlands, implying deregulation of 690,000 stream miles, 35 million wetland acres, and 30% of waters around drinking-water sources. Our framework can support permitting, policy design, and use of machine learning in regulatory implementation problems."

HAZARDS / AGRIC / EPIDEM
 * images are CCBY
 * images are CCBY

HAZARDS / CLIMATE
 * ?? not a reviewed study; news-reports?
 * a broadcast TV content analysis indicates TV coverage of climate change has decreased in 2023 (14 Mar)
 * a broadcast TV content analysis indicates TV coverage of climate change has decreased in 2023 (14 Mar)

HAZARDS
 * https://academic.oup.com/pnasnexus/article/3/2/pgae044/7614671
 * https://academic.oup.com/pnasnexus/article/3/2/pgae044/7614671

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