Bibliographic record
Abstract
When energy expert Christopher Jones of the University of California, Berkeley, wanted to measure his carbon footprint a few years ago, he couldn't find a calculator that was comprehensive. “There were lots out there”, he says, “but they only gave toeprints – they didn't include everything”. So he built one himself. The resulting calculator, based on an analysis of carbon emissions across the US, was coauthored by energy and public policy expert Daniel Kammen (University of California, Berkeley) and appears in the May issue of Environmental Science & Technology (doi:10. 1021/es102221h). The researchers estimated carbon footprints in 28 cities for a range of household sizes and incomes, with the footprints accounting for emissions from transportation, energy, water, waste, and food, as well as other goods and services. Eating more produce reduces household carbon and cuts costs. The study revealed that the sources of your carbon footprint – and thus the best ways to minimize it – vary hugely depending on where you live. For example, transportation is the leading source in San Francisco, CA, whereas electricity and food are the biggest contributors in St Louis, MO. “To keep people from being overwhelmed, we wanted to highlight changes with the biggest impact”, Jones explains. “And there were good options that saved people money, so we decided to focus on those.” Driving fuel-efficient cars also cuts gas costs, and low-carbon foods, such as chicken and fresh fruits and vegetables, are less expensive than high-carbon choices, such as beef and processed foods. People are also motivated by social pressure, and the online carbon calculator (http://coolclimate.berkeley.edu/uscalc) takes advantage of this by ranking the results. “You put in your zip code and it compares you to the rest of your community”, explains Jones, adding that the calculator also compares footprints between communities. This open-access calculator is available to non-profits and local governments in California, and the researchers plan to offer a fully operational version nationwide. Jones also uses the calculator in classroom presentations. “Young people haven't decided where to live yet and that has a huge impact on carbon [production]”, he notes. “If you live near your work, shopping, and entertainment, you decrease your carbon footprint and increase your quality of life.” New research indicates that passerine bird species that successfully colonize urban areas are more likely to belong to big-brained lineages than passerines that avoid cities. This finding, suggest Simone Immler (Evolutionary Biology Centre, Uppsala, Sweden) and colleagues, supports the hypothesis that relatively large brain size, by increasing adaptability, predisposes avian species for living in urban environments. Immler and her coauthors study how environmental change affects biological traits. “The urban environment is very new and harsh, with limited food resources and nesting sites for most bird species”, she explains, “so we were interested in discovering whether having a relatively big brain, which is thought to make species more adaptable, is correlated with colonization of this challenging and expanding environment”. The researchers collected published data on whether 82 passerine species were breeding in 12 representative European cities and on their brain size relative to their body size. They then used a statistical model that took into account the phylogenetic tree of these closely related bird species to examine the correlation between relative brain size and urban colonization, and discovered that larger relative brain size was positively associated with the ability of a species to prosper in urban environments. Moreover, a higher proportion of species in families with relatively large brains inhabited cities than those in families with smaller brains (Biol Letters 2011; doi:10.1098/rsbl.2011.0341). “This research provides more evidence for the link between brain size and the ability of species to cope with environmental change”, comments Susanne Shultz (University of Oxford, Oxford, UK), who studies the evolution of behavioral complexity and flexibility in vertebrates. “However, we still do not understand what drives the relationship between brain size and habitat use. Without understanding the mechanism, it is difficult to use [the information in Immler's paper] to develop management strategies to prevent declines in bird populations as urban environments become more prevalent.” Immler, however, suggests that her research highlights the importance of creating ecological niches in cities to provide habitat for less-adaptable bird species. By doing this, she says, “we can increase the chances of maintaining biodiversity while continuing to expand our cities”. Australian whales crooning for mates are setting musical trends for humpback (Megaptera novaeangliae) populations across the South Pacific. An analysis of songs, collected over 11 years from six different populations, identified 11 different song types. The song types typically start off the eastern Australian coast and rapidly ripple eastward more than 6000 km to French Polynesia. All males within a population sing the same song each year to attract females, and the songs change over time. “But new songs appear to originate from the west”, says researcher Ellen Garland (University of Queensland, Brisbane, Australia). The new songs take 2 years to cross the Pacific, moving like cultural waves and revolutionizing the singing in each population along the way. It is a huge geographical area, so this rate of change is very fast. “The only parallel we can draw is with human culture, with music and fashion trends”, continues Garland. The study, which was undertaken in collaboration with the South Pacific Whale Research Consortium (Avarua, Rarotonga, Cook Islands), is the first documentation of a repeated, dynamic cultural change occurring across multiple humpback whale populations on a large geographical scale. Garland believes that the eastern Australian humpback population could be acting as the trendsetters simply because, as the largest in the South Pacific, it has a greater cultural influence. “The males seem to like to learn brand new songs, but they have to be in acoustic contact for the songs to spread”, she explains. “We think the songs are passed on when males move between populations, seeking breeding partners. Or they could be passed along on migration routes [that pass by] New Zealand, which are shared by the eastern Australian, New Caledonian, and Tongan whales.” Singing is a sexual display to attract females, and so Garland thinks males may rapidly pick up a new song initially to be that little bit different and stand out. But whales also have a strong urge to conform, and so all males in a given population will very quickly follow the lead and start singing from the same new song sheet. When raising their young, Arctic animals must often dip deep into their fat reserves, thereby releasing fat-soluble contaminants that may be stored in their bodies. Now, Norwegian researchers have found that this seasonal emaciation poses a second challenge to animals at a time when they are already highly vulnerable, by inducing subtle physiological changes that may magnify the harm caused by contaminants. “We call it a ‘window of effects’ ”, says Geir Wing Gabrielsen, an eco-toxicologist at the Norwegian Polar Institute (Tromsø, Norway). “This is a time when a lot of things are happening: Arctic animals are working hard and losing a lot of body fat; at the same time, POPs [persistent organic pollutants], including DDT and polychlorinated biphenyls, are released from the fat into the blood, which has physiological effects.” This problem is particularly pronounced in top predators, such as polar bears (Ursus maritimus), Arctic foxes (Vulpes lagopus), and glaucous gulls (Larus hyperboreus), because these animals are at the top of the food web and often have high levels of contaminants. Raising Arctic fox pups affects the parents' toxic burden. Gabrielsen supervised Lisa Bjørns-datter Helgason of the University of Tromsø (Tromsø, Norway) in her doctoral research on how this flood of contaminants affects seabirds and farmed Arctic foxes. Helgason found that farmed Arctic foxes fed “naturally” contaminated minke whale (Balaenoptera spp) blubber during summer and autumn fattening and subsequent winter and spring emaciation had higher levels of contaminants in their livers, adrenals, brains, and blood than a control group of foxes. Helgason found that the physiological effect of fasting affected biotransformation enzymes as well. In herring gull (Larus sp) chicks, which Helgason also examined, the biotransformation enzymes were upregulated, meaning that gulls were more likely to metabolize contaminants. In Arctic foxes, however, the enzymes were down-regulated, meaning the foxes were more likely to be exposed to the contaminants' harmful effects. While this differential in reactions to contaminants may give some animals an edge in eliminating their chemical burden, Gabrielsen says, it may further magnify the harmful effects of contaminants by creating metabolites that act as hormone mimics. Gabrielsen – whose research has been part of the Arctic Monitoring and Assessment Programme (www.amap.no), an international coalition that produces scientific information on Arctic pollution for the governments of the eight countries that border the Arctic region – believes that findings such as these are helping scientists to better understand the vulnerabilities of Arctic animals. When the Canadian province of Ontario banned the cosmetic use of pesticides 2 years ago, the pesticide industry predicted that citizens would ignore the law. But a new study shows that adherence to the ban is already improving water quality in urban streams. “Ontario's pesticide ban is one of the most health protective in North America and maybe the world”, says Gideon Forman, Executive Director of the Canadian Association of Physicians for the Environment (Toronto, Canada). Enacted on April 22, 2009, the pesticide law prohibits the sale of about 250 products containing 90 chemicals. Moreover, no pesticide can be used to improve the aesthetic appearance of lawns, gardens, parks, or school yards. However, consumers may use a select class of products, such as those that control poison ivy and wasps, for health or safety reasons. The law also allows exemptions for industries such as agriculture and forestry, as well as for golf courses. Ontario streams are healthier just 1 year after many pesticides were banned. The immediate, as opposed to phased-in, banning of so many chemicals provided a unique opportunity to investigate changes in environmental concentrations of pesticides, according to the Ontario Ministry of the Environment (MOE). The MOE measured concentrations of 87 pesticides in 10 urban streams across the province before and after the ban was enacted. Prior to the ban, the top-selling pesticides for lawn care included 2,4-D, dicamba, and MCPP. “We were pleasantly surprised to see an 80% reduction of these three substances in streams in just 1 year after the ban”, says Kate Jordan, a spokesperson for the MOE (Toronto, Canada). She believes that the trace amount of these compounds persisting in stream water is likely due to historical residues deposited before the ban took place. “These results give strong evidence that pesticide bans work”, Forman declares. The chemicals pulled from store shelves have been linked to cancer, neurological disorders such as Parkinson's disease, and birth defects, he continues. Although pesticide concentrations observed in the study rarely exceeded Canada's guidelines for the protection of aquatic organisms, the chemicals could still pose a threat to freshwater ecosystems, according to Forman. He pointed out that combinations of two or more pesticides were found in all of the samples; scientists suspect that multiple stressors could have a synergistic effect on wildlife. Inspections of more than 1000 stores revealed that 80% of vendors were complying with the law, Jordan adds. “[The improvement in water quality] shows that people want to do the right thing and that the ban is effective.” Growing up in England, Mark Simmons was surrounded by hills of lush, native grassland. Simmons, now director of the Ecosystem Design Group at the University of Texas at Austin, still remembers seeing native grasses thrive, and he recently wondered whether native grass species could replace non-native species in lawns. His research, published this April in Ecological Engineering (doi:10.1016/j.ecoleng.2011.03.004), found that mixtures of native grasses outperform non-native grasses in terms of weed resistance and blade density. Simmons' study suggests that cultivating combinations of native species in lawns, parks, and golf courses could benefit both homeowners and the environment. “As much as we like lawns, they tend to be very resource heavy”, Simmons says. Bermuda grass (Cynodon dactylon), a non-native species commonly used in the US, often requires the application of fertilizers and herbicides, and needs frequent mowing. In the southwestern US, he explains, the cost of irrigating lawns is exasperating to homeowners. “People are ripping up their lawns.” But Simmons is part ecologist and part landscape designer, and in his view, lawns don't deserve the bad rap. “The lawn is being demonized because we designed them wrong. By just using one species, native or non-native, we are creating a very synthetic environment.” In the experiment, Simmons and his colleagues planted multiple plots with different combinations of native grasses and measured the performance of these grasses against common Bermuda grass. Mixtures of native grasses grew slower and formed a finer textured and more dense turf, which stood up well to foot traffic. To test weed resistance, the researchers sowed the plots with dandelion seeds. Again, the native grasses won out. Because they evolved with native soil types, Simmons points out, native grasses also require fewer nutrients, noting that those native to the Great Plains flourish without human intervention – nutrients are supplied by natural sources (eg animals) and the soil itself. Although the tested mix of native species is promising for the southwestern US, Simmons believes that the next step is to figure out the best mix of native grasses for each region of the country. “It's really applying Ecology 101 to turf grass”, Simmons concludes. Reducing potential risks from oil spills is the new focus of the Abidjan Convention – an umbrella agreement administered by the UN Environment Programme (UNEP, Nairobi, Kenya) that addresses pollution, overfishing, dumping at sea, sea-bed exploration, and other activities that can affect the health of marine and coastal ecosystems along the western coast of Africa. In addition to being the home of numerous busy ports, the waters of this region support abundant fisheries and a tourism industry. Increased exploration for offshore oil brings substantial revenue to countries along the coast, but also increases concerns about the potential for an oil spill like the one that occurred in 2010 in the Gulf of Mexico. In April, at the 9th Convention of the Parties to the Abidjan Convention in Ghana, governments from 19 of the 22 countries sharing the western, central, and southern African coast of the Atlantic Ocean agreed to create an Oil Spill Contingency Plan and establish a regional center for cooperation in the case of oil spills and other emergencies. Abou Bamba, Regional Coordinator of the Abidjan Convention for UNEP (Abidjan, Ivory Coast), says that there are currently “about 30 platforms operating in the Gulf of Guinea that are in bad shape, like the Deepwater Horizon” – the rig that caused the largest offshore oil spill in US history. He continues, “Western private oil and gas companies that are active in the Gulf of Guinea have an important role to play, by complying with national and international regulations regarding oil spill prevention”, but points out that the countries in the region “do not have enforcement mechanisms in place”. “Because of the strong interactions among the three currents (Guinea, Benguela, and Canary) in the region – they flow both down and up the coast – a major oil spill will affect all the coastal and [indirectly] some landlocked countries”, explains Bamba. “The plan makes provisions for the exchange of information, including spill surveillance, requests for assistance, joint response operations, use of dispersants, and more.” Bamba says that the participating countries will need to provide initial funding, after which, “it has been suggested that a national/regional tax on oil exploration should be put in place to fund the center. It's also likely that international aid will be required during the first years”. Preparation of the plan was a collaborative effort between UNEP, the International Maritime Organization (London, UK), and the UN Industrial Development Organization (Vienna, Austria). The US Fish and Wildlife Service (USFWS) is being sued over its failure to award the Pacific walrus (Odobenus rosmarus divergens) protection under the US Endangered Species Act, despite finding such action to be warranted. The Center for Biological Diversity (CBD, Tuscon, AZ), an organization that seeks to protect wildlife through litigation, formally notified the USFWS of its intent to sue on April 21st. On February 9th, the USFWS announced it had determined that the species deserved protection under the Act, given the effect of climate change on its habitat, but that “an official rulemaking to propose that protection is currently precluded by the need to address other high priority species”. At the time, Geoff Haskett, the USFWS's Director for Alaska, stated, “[The walrus'] greater population numbers and ability to adapt to land-based haulouts make its immediate situation less dire than those facing other species”. The Pacific walrus, waiting for protection. “This ‘warranted but precluded’ status means that while the USFWS recognizes the Pacific walrus needs protection under the Act – which, unlike the Marine Mammal Protection Act, guarantees designated habitat protection – it is going to do nothing about it”, explains Rebecca Noblin, CBD Director for Alaska (Anchorage, AK). “The walrus will now be added to a waiting list that contains over 250 other imperiled species. Some have been waiting 20 years for protection, and 24 have become extinct while waiting.” The suit centers on the CBD's understanding that the Act allows a “warranted but precluded” finding to be made only when a lack of resources prevents the USFWS from assembling the information needed to support a listing proposal and also if the agency is making progress in listing more imperiled species. Neither condition is met here, the CBD claims. A proposed of by announced May but yet to be by the requires the USFWS to or by 30 for all species on the waiting list in “This species on the list them off the list as as USFWS Director it will not the Pacific walrus, which is not on that to the commonly as spp) have been as the of This is among – often – South America and and can in have as of and if from of the by to the New the of in has a However, of the appear in evidence – including from the a that the While through the historical in of and colleagues a in – a a human what appears to be 2011; “This shows the caused by the of the as we see on from highly countries”, says “The and after the of the are unique and this from an culture, Although the was not the that the between and To only three other – all associated with – that likely by are to “The of in suggests that this – which to the by from the their – was a problem for those who the could provide further for the historical or of in by are to understand the of many and such as were also in an chemical as with other wildlife species, according to two new studies and from males that one chemical – – is the in are chemicals to and is the from this class of chemicals. also found a of in collected from North the tested from in three areas in the US, the concentrations of organic were in North concentrations were in eastern and in western “The were the same in as well as blood – with levels much higher in the animals that says on both and an at the Institute of and Technology in the Marine “The big is whether are up the from the environment or larger compounds to says Mark an environmental at the Institute of Marine Science he explains, and are the most common chemical of in the as well as in most and is but rarely “This is a it to be a says species metabolize compounds to in as a species, the Atlantic has been at year the While habitat fisheries and are among the many of scientists are interested in the effects of chemical will concentrations with and to for
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.815 | 0.646 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".