In the first of the PLOS ONE 10th Anniversary Collections, the Staff Editors of the journal have each chosen their favorite PLOS ONE article from the 10 year archive. In this accompanying EveryONE blog, the editors have
PLOS ONE is excited to return to the American Geophysical Union’s Fall Meeting (AGU 2014) for a third consecutive year. The event will be held once again at the Moscone Center in downtown San Francisco, just a few blocks south … Continue reading
We are excited to announce that PLOS will be exhibiting at the Society of Vertebrate Paleontology 2014 Annual Meeting from 5-8th November in Berlin. This is only the second time that the meeting takes place outside North America, and the … Continue reading
The post Meet PLOS at the Society of Vertebrate Paleontology 2014 appeared first on EveryONE.
PLOS ONE is excited to participate in the American Geophysical Union’s (AGU) Fall Meeting 2013, held this week in San Francisco’s Moscone Center. Conveniently, Moscone is just down the street from our San Francisco office, so several members of PLOS staff will be in attendance and available to chat with you about the journal. We’re looking forward to meeting both current and potential Academic Editors, reviewers, and of course authors! Please stop by Booth #301 to say hello.
Last week was a very geophysics-oriented one for us, with both the publication of Hansen et al.’s work “Assessing “Dangerous Climate Change”: Required Reduction of Carbon Emissions to Protect Young People, Future Generations and Nature” and with the announcement of our call for papers in a new collection entitled “Responding to Climate Change.” What’s more exciting is that James Hansen will be in attendance at AGU and will be giving a talk today (December 10th) on this topic, in support of taking significant, active measures to reduce fossil fuel emissions.
Last year, at AGU 2012, we were a little bit of an unfamiliar face to many. This year, we hope to continue our conversation with the physical sciences community about our commitment to open access and the publication of sound scientific research in all areas of science and medicine, including geoscience, space science, chemistry, and physics.
After AGU, look out for the PLOS booth again in just a few days at the American Society for Cell Biology!
Image Credit: Detailed view of Arctic Sea Ice in 2007, from NASA Visible Earth.
Launched in 2010, the Neuromapping and Therapeutics Collection is a unique collaboration between PLOS ONE and the Society for Brain Mapping and Therapeutics. The Neuromapping and Therapeutics Collection provides a forum for interdisciplinary research aimed at translation of knowledge across a number of fields such as neurosurgery, neurology, psychiatry, radiology, neuroscience, neuroengineering, and healthcare and policy issues that affect the treatment delivery and usage of related devices, drugs, and technologies. The Collection is open to submissions on these topics from any researcher—so far, 24 research papers have been published as part of this Collection.
We spoke to Dr. Allyson Rosen, one of the members of the Society for Brain Mapping and Therapeutics who helps coordinate the Neuromapping and Therapeutics Collection, to discuss the latest news and research in this area, and the new submissions to the collection they’re hoping to see in the next few months:
What’s exciting in Neuromapping and Therapeutics at the moment?
It is exciting to see how creative scientists and clinicians are at solving important clinical problems by combining diverse techniques in innovative ways. We see our collection as a home for cross-disciplinary work that might not “fit” in traditional journals. For example, we have published MR methods to enable effective brain infusions and work that exploits computer-aided design for cranial reconstructions. There are invasive and non-inva
What are the implications of President Obama’s commitment to Human Brain Mapping research?sive techniques for stimulating selective brain regions and creating focal lesions, such as transcranial magnetic stimulation, transcranial Doppler technology, and X-ray microplanar beam technology. There are also innovative analysis techniques that exploit powerful computational methods that were previously unavailable.
Given the high-profile nature of the Brain Mapping Initiative and the state of the US economy, we have advocated that there be some clinical implications to the announcement. We believe that this approach will ensure continued public support at a time of great need and uncertainty.
Are there any specific research areas where you’d like to see more submissions to the Collection?
We are proud of the work we’ve received and deeply impressed with the broad array of papers submitted so far. This is a testament to the creativity of our contributors, and we welcome their diversity. We particularly welcome work presented at the international meeting of the Society for Brain Mapping and Therapeutics that occurs in the spring of each year.
Why do you think it’s important to publish this kind of research in an open access journal such as PLOS ONE?
Our society is committed to being inclusive and welcoming any profession that seeks to improve the health and wellbeing of patients with brain disorders. An open access journal enables easier promotion of work we feel is important and encourages sharing among diverse disciplines. Often, truly cutting-edge work is so far ahead of its time that there is not yet an appreciation for its importance. Often, clinical problems are seen as practical but not necessarily novel. We appreciate the mission of PLOS ONE as upholding strong scientific integrity and not as triaging work based on arbitrary decisions regarding importance.
To read more about this Collection, including new research papers like, “Verifying three-dimensional skull model reconstruction using cranial index of symmetry” and “Unique anti-glioblastoma activities of Hypericin are at the crossroad of biochemical and epigenetic events and culminate in Tumor Cell Differentiation,” click here.
Come visit us at SFN 2013.
Both the Society for Brain Mapping and Therapeutics and PLOS ONE will be attending SFN 2013 – please drop by booth #136 to say hello and learn more about the Collection. For instructions on how to submit to the Collection, please visit the Collection page and download the submission document.
If you have any questions about this Collection, or any other PLOS Collections, please email firstname.lastname@example.org
Image credit for Collection cover: Alka Joshi
The exceptional gigantism of sauropod dinosaurs has long been recognized as an important stage in the evolution of vertebrates, the presence of which raises questions as to why no other land-based lineage has ever reached this size, how these dinosaurs functioned as living animals, and how they were able to maintain stable populations over distinct geological periods.
We are pleased to announce the publication of a PLOS Collection featuring new research on the complex Evolutionary Cascade Theory that attempts to answer these questions and explain how the unique gigantism of sauropod dinosaurs was possible. The fourteen papers that make up the collection address sauropod gigantism from a number of varied disciplinary viewpoints, including ecology, engineering, functional morphology, animal nutrition, evolutionary biology, and paleontology.
Sauropod dinosaurs were the largest terrestrial animals to roam the earth, exceeding all other land-dwelling vertebrates in both mean and maximal body size. While convergently evolving many features seen in large terrestrial mammals, such as upright, columnar limbs and barrel-shaped trunks, sauropods evolved some unique features, such as the extremely long necks and diminutive heads they are famous for. Dr Martin Sander, Professor of Paleontology at Universität Bonn and coordinating author for this series of 14 papers, said of the collection:
“This new collection brings together the latest research on the biology of sauropod dinosaurs, the largest animals to ever walk on Earth. Having been extinct for 65 million years, reconstructing sauropod biology represents a particular challenge. Using a wide array of scientific expertise, often from seemingly unlikely fields, has led to some amazing insights. For example, principles of soil mechanics have been used to ‘weigh a dinosaur’ based on its trackways, whilst the latest in computer modeling can make a dinosaur walk again.
The ultimate question underlying this research is how sauropods were able to evolve their uniquely gigantic body size. The wide-ranging disciplines covered in the collection means that there is a -broad, multi-disciplinary audience for the research, as well as general interest in dinosaurs; therefore, we felt that it was essential to publish such a volume in a leading open-access journal such as PLOS ONE to ensure the widest possible dissemination of our work.”
Readers are able to download “Sauropod Gigantism: A Cross-Disciplinary Approach” not only as a PDF but also as an ebook (.mobi and .epub formats) from the collection page. It will also be available on Flipboard (search “PLOS Collections”).
Collection Image: Kent A. Stevens, University of Oregon
Reproducibility continues to be one of the major challenges facing computational biologists today. Complicated experiments, massive data sets, scantily described protocols, and constantly evolving code can make experimental documentation and replication very difficult. In addition, the need for specialized knowledge and access to large computational resources can create barriers when trying to design and model macromolecules.
Every year, the Rosetta developer community meets to discuss these challenges and advancements via Rosetta, a software suite that models and helps design macromolecules. In 2010, PLOS announced the RosettaCon2010 Collection, which made the latest research on protocols used to create macromolecular models available to all. Now, the PLOS ONE RosettaCon 2012 Collection continues to tackle issues related to use, reproducibility and documentation by highlighting new scientific developments within the Rosetta community.
The RosettaCon 2012 Collection comprises 14 articles detailing the scientific advancements made by developers that use Rosetta. In order to address reproducibility and documentation challenges, each article within this Collection includes an archive containing links to the exact version of the code used in the paper, all input data, links to external tools and example scripts.
This year’s Collection marks the tenth anniversary of RosettaCon and focuses on three long-term goals of the community: increase the usability of Rosetta, improve its current methods, and introduce completely new protocols.
Increasing the usability of Rosetta – Rosetta still requires specialized knowledge and large computational resources, but this collection features two articles describing advancements that make it easier for non-experts to use its applications. These articles introduce the Rosetta Online Server that Includes Everyone (ROSIE) workflow, which allows for rapid conversion of Rosetta applications into public web servers, and PyRosetta, a new graphical user interface (GUI) which allows users to run standard Rosetta design tasks.
Improving current prediction methods – Several articles describe improvements to Rosetta’s structure prediction capabilities and design methodologies. Some examples include improvements to loop conformational sampling, and a recently developed ray-casting (DARC) method for small molecule docking now enables virtual screening of large compound libraries.
Introducing new protocols – A number of articles featuring new procedures and applications that debuted at the conference are introduced in the Collection. Highlights include new methods for dealing with ligand docking, advancements to pre-refine scaffold proteins prior to computational design of functional sites, and new protocols to drive Rosetta de novo modeling.
The RosettaCon 2012 Collection continues to help serve the Rosetta community in an effort to ensure that newly developed protocols are as usable as more established workflows, are transparent, and are accurately documented even in an active development environment.
This post has been adapted from “The RosettaCon 2012 Special Collection: Code Writ on Water, Documentation Writ in Stone” which serves as a more in-depth overview of the new collection. To read all that this Collection has to offer, click here.
From penguin colonies in Antarctica, to California birds and North Carolina bugs, this month PLOS ONE focuses on the far-reaching aspects of climate change. In conjunction with the annual meeting of the Ecological Society of America (ESA), PLOS ONE and PLOS Biology unrolled a new collection of 16 research articles, curated by PLOS ONE Academic Editor, Ben Bond-Lamberty. The collection, “Ecological Impact of Climate Change”, features many articles that made a splash in the media. Here are some of the highlights:
Spring flowers are blooming earlier now than they did in the past. In a recent study, researchers compared the average flowering time for native species in Massachusetts and Wisconsin to data recorded by notable American naturalists Henry David Thoreau and Aldo Leopold. These native species have shown remarkable flowering shifts, especially during recent years: In 1865, Thoreau observed the highbush blueberry flowering in mid-May; in 2012, researchers observed this species flowering six weeks earlier in early April. For more about this study, visit National Geographic, NPR, and MSNBC.
Like spring flowers, corals also react to increasing temperatures, but to a much more ghostly effect. When pressured by unusually warm or polluted waters, corals shed the algae that enliven them with color, becoming white.
New research suggests that this phenomenon, known as coral bleaching and often fatal for coral colonies, may not be as devastating as expected: Coral colonies that survived previous coral bleaching were much more likely to rebound successfully the next time it occurred. An astounding 95% of Acropora, a coral species highly susceptible to bleaching, survived at a research site in Singapore in 2010. Read more about these tough coral taxa, in the New York Times blog.
Summer days are heating up in the city, too, and urban, tree-dwelling insects are thriving as a result. A recent PLOS ONE article reports that scale insects like Parthenolecanium quercifex are 13 times more numerous in the hottest parts of Raleigh, North Carolina, than in cooler, neighboring rural areas.
And these scaly squatters don’t stop once they settle down. Researchers also found that urban scale insects were four times more abundant when placed in hot greenhouse conditions than rural scale insects in the same conditions. The Atlantic Cities and Discovery News have more on this and other urban insects studies.
As temperatures continue to rise, researchers in this PLOS ONE study integrated climate change threats with traditional conservation concerns by comparing the vulnerability of California’s birds in relation to the predicted effects of climate change over the coming years. Of the 29 threatened-bird taxa considered in the state of California, these researchers determined 21 of those 29 (72%) are considered vulnerable to climate change. Lucky for us and the birds who call those most vulnerable coastal environments home, the findings of this study can be used as an assessment tool to foster future conservation efforts. For more local and international coverage, check out KQED News and the Huffington Post.
Read Ben Bond-Lamberty’s overview of the Collection, learn how climate change may impact coffee plants, or more from the PLOS Blogs network. View the entire Collection here. For more news on PLOS ONE papers headlining in August, dive into our Media Tracking Project.
Ellwood ER, Temple SA, Primack RB, Bradley NL, Davis CC (2013) Record-Breaking Early Flowering in the Eastern United States. PLoS ONE 8(1): e53788. doi:10.1371/journal.pone.0053788
Guest JR, Baird AH, Maynard JA, Muttaqin E, Edwards AJ, et al. (2012) Contrasting Patterns of Coral Bleaching Susceptibility in 2010 Suggest an Adaptive Response to Thermal Stress. PLoS ONE 7(3): e33353. doi:10.1371/journal.pone.0033353
Meineke EK, Dunn RR, Sexton JO, Frank SD (2013) Urban Warming Drives Insect Pest Abundance on Street Trees. PLoS ONE 8(3): e59687. doi:10.1371/journal.pone.0059687
Gardali T, Seavy NE, DiGaudio RT, Comrack LA (2012) A Climate Change Vulnerability Assessment of California’s At-Risk Birds. PLoS ONE 7(3): e29507. doi:10.1371/journal.pone.0029507
Image 1: Satellite images of penguin colonies in the southern Ross Sea. doi:10.1371/journal.pone.0060568
Image 2: Tioman Island, Malaysia, Acropora colony. doi:10.1371/journal.pone.0033353
Guest blogger Atreyee Bhattacharya is a science correspondent and climate scientist, currently a research affiliate at the Department of Earth and Planetary Sciences, Harvard University.
When thinking about the impact of changing climate (increased droughts, wilder fluctuations in seasons) and increasing pest activity on food production—my thoughts tend toward crops such as rice, wheat, and corn. Not so much wine, chocolate, or coffee, though I probably consume more coffee throughout the day than I do these other staples.
However, two recent papers published in PLOS ONE deliver a double whammy to coffee, or more particularly the Coffea arabica plant, a species that today accounts for more than 70 percent of the world’s coffee. (Another, less common, variety is C. robusta, which has twice the caffeine content.)
In a 2011 study, Juiliana Jaramilo from the University of Hannover and her coauthors, showed that warming air and land temperatures can change the distribution of the coffee berry borer Hypothenemus hampei in East African C. arabica producing regions.
The borer, a pest that attacks coffee beans, “causes losses exceeding US $500 million annually, and worldwide affects many of the more than 25 million rural households involved in coffee production” the study reports. A serious infestation can lower coffee production by more than three times!
Until about ten years ago, reports of H. hampei attacks on coffee plants growing above 1500 m (the preferred altitude of cultivated and naturally occurring C. arabica) were few and far between. But thanks to the 0.2-0.5 degrees Celsius temperature increase in coffee growing regions of East Africa, the pests are now found at higher altitude plantations as well.
As temperatures continue to rise as per projections from the Intergovernmental Panel on Climate Change (IPCC), coffee borer infestations in this region are likely to spread farther. Increasing temperatures will increase the number of H.hampei generations each year from 1-4.5 to 5-10 or more.
“These outcomes will have serious implications for C. arabica production and livelihoods in East Africa,” caution the authors, adding, “We suggest that the best way to adapt to a rise of temperatures in coffee plantations could be via the introduction of shade trees in sun grown plantations.”
Though C. arabica plants do like to grow in the shade; another study indicates that this protection may still not be enough to combat the threat of warming temperatures. According to this research by Aaron Davis from the Royal Botanic Gardens in the United Kingdom, warming temperatures may make several localities within southwest Ethiopia and neighboring regions climatologically ill-suited to growing C. arabica.
“Based on known occurrences and ecological tolerances of Arabica, bioclimatic unsuitability would place populations in peril, leading to severe stress and a high risk of extinction,” write the researchers.
According to their estimates, the most favorable outcome of warming is a 65% decrease in areas with climate suitable for coffee plantations, and at worst, an almost 100% loss of these regions by 2080. In terms of available area for growing coffee, the most favorable outcome is a 38% reduction in suitable space, and at worst a 90% reduction. Neighboring areas could fare even worse by as early as 2020.
Coffee is a 90-billion-dollar industry , but it is an industry that depends on long-term planning. The beans that we grind every morning today were planted about 7-10 years ago, and our morning brew a decade hence depends on today’s plantations.
Demand for coffee continues to rise in our ‘coffee culture’, and C. arabica still constitutes about 75-80% of the world’s coffee production. C. arabica is believed to be the first species of coffee to be cultivated, well over a thousand years ago. It epitomizes an incredible journey, and is one beverage that is certainly worth a second thought as rising temperatures threaten its existence.
Read these studies and more on the ecological impacts of climate change in the new PLOS Collection: http://www.ploscollections.org/ecoclimatechange
Citations:Jaramillo J, Muchugu E, Vega FE, Davis A, Borgemeister C, et al. (2011) Some Like It Hot: The Influence and Implications of Climate Change on Coffee Berry Borer (Hypothenemus hampei) and Coffee Production in East Africa. PLoS ONE 6(9): e24528. doi:10.1371/journal.pone.0024528
Davis AP, Gole TW, Baena S, Moat J (2012) The Impact of Climate Change on Indigenous Arabica Coffee (Coffea arabica): Predicting Future Trends and Identifying Priorities. PLoS ONE 7(11): e47981. doi:10.1371/journal.pone.0047981
Espresso by Richard Masoner on Flickr
Distribution of the coffee berry borer (Hypothenemus hampei) in Eastern Africa under current climate. The EI values (0–100), indicates unsuitability of the location’s climate (0), and a ‘perfect’ climate for the given species (100). doi:10.1371/journal.pone.0024528.g001
Predicted and actual distribution of indigenous Arabica. Green dots show recorded data-points. Colored areas (yellow to red) show predicted distribution based on modeling. A context map is given in the top left hand corner. doi:10.1371/journal.pone.0047981.g001
Post authored by Collection Curator Ben Bond-Lamberty
The ecological impacts of climate change are broad and diverse, and include alterations to species’ range limits, plant phenology and growth, carbon and nutrient cycling, as well as biodiversity and extinction risk. Recent PLOS articles have used a variety of experimental and observational approaches to examine these subjects.
Identifying at-risk regions, taxa, and species is a critical first step in adaptation and conservation efforts. A study by Mouillot et al. suggested that rare species are particularly important in conservation efforts, as rare species in diverse ecosystems are not replaceable by other species that fulfill the same ecological functions. At the same time, both rare and more common species experience the ecological impacts of climate change. Foden et al. combined biology and ecology to assess, on a global scale, the climate change vulnerability of birds, amphibians, and corals based on expert assessment and literature surveys. In a more regionally focused study, Gardali et al. assessed climate-change risk for California’s vulnerable bird species.
Birds were also the focus of two studies documenting how particular species can be ‘winners’ or ‘losers’ in a changing climate. Receding glaciers and thus increased breeding habitat have led to population increases for Adélie penguins in the southern Ross Sea. The outlook was more mixed for Pacific western grebes , which have shifted south, perhaps in response to changes in their forage fish prey. Further down the food chain, Suikkanen et al. used thirty years of marine data to infer that climate change and eutrophication drove a trophic shift in Baltic Sea food webs.
Long-term data were also used to study how flowering dates have changed since the mid-19th century. In a study that received extensive media coverage, Ellwood et al. used flowering records initiated as early as 1852 to show that high spring temperatures in 2010 and 2012 resulted in the earliest flowering in recorded history in the eastern United States. The biological pathways through which temperature affects seasonal timing in endotherms were discussed by Caro et al. Two other widely-covered studies focused on coffee: predicting future trends and identifying priorities, and climate change impacts on this plant and one of its important pests. Both examine adaptation possibilities for managing coffee crops over the coming century.
Adaptation and vulnerability were central themes for Guest et al., who reported that corals under thermal stress showed lower bleaching susceptibility at locations that bleached a decade earlier, implying an adaptive or acclimatization response. The molecular mechanisms behind such thermal tolerance were explored by Bellantuono et al.
Finally, the ecological impacts of climate change affect our health, the urban environment, and the agricultural economy. Airborne pollen counts have been increasing across Europe, and Ziello et al. suggest that rising CO2 levels may be influencing this increase. In another study, Meineke et al. used an elegant combination of observation and manipulative experiments to show that urban warming was a key driver of insect pest outbreaks in the southeastern U.S. Rising temperatures are a significant driver for the expanding range of Asian tiger mosquitoes, known vectors for West Nile and other viral infections. Warming was also found to contribute to the decreasing quality of grassland for grazers such as bison and cattle, although the effects are often exerted via complex interactions with other factors.
The broad range of these papers emphasize not only the multi-faceted impacts of climate change on ecological and human systems, but also the breadth and depth of research on these subject being reported in the PLOS journals. These journals seem a particularly appropriate venue for the ‘citizen science’ and other long-term data used by many of these studies.
Collection Citation: Ecological Impacts of Climate Change Collection (2013) http://www.ploscollections.org/ecoclimatechange
Image Credit: (Clockwise from top) William Warby. Flickr.com. Thomas Vignaud. PLOS Biology. 2011. 9(4). Colombi et al. PLOS ONE. 2013. Soto-Azat et al. PLOS ONE. 2013.
This Collection is also available on Flipboard, please search “PLOS Collections” to subscribe.
Post authored by Casey M. Bergman, Lawrence E. Hunter, Andrey Rzhetsky
Text Mining is an interdisciplinary field combining techniques from linguistics, computer science and statistics to build tools that can efficiently retrieve and extract information from digital text. Over the last few decades, there has been increasing interest in text mining research because of the potential commercial and academic benefits this technology might enable. However, as with the promises of many new technologies, the benefits of text mining are still not clear to most academic researchers.
This situation is now poised to change for several reasons. First, the rate of growth of the scientific literature has now outstripped the ability of individuals to keep pace with new publications, even in a restricted field of study. Second, text-mining tools have steadily increased in accuracy and sophistication to the point where they are now suitable for widespread application. Finally, the rapid increase in availability of digital text in an Open Access format now permits text-mining tools to be applied more freely than ever before.
To acknowledge these changes and the growing body of work in the area of text mining research, today PLOS launches the Text Mining Collection, a compendium of major reviews and recent highlights published in the PLOS family of journals on the topic of text mining. As one of the major publishers of the Open Access scientific literature, it is perhaps no coincidence that research in text mining in PLOS journals is flourishing. As noted above, the widespread application and societal benefits of text mining is most easily achieved under an Open Access model of publishing, where the barriers to obtaining published articles are minimized and the ability to remix and redistribute data extracted from text is explicitly permitted. Furthermore, PLOS is one of the few publishers who is actively promoting text mining research by providing an open Application Programming Interface to mine their journal content.
Text Mining in PLOS
Over the years, PLOS has published several reviews, opinions, tutorials and dozens of primary research articles in this area in PLOS Biology, PLOS Computational Biology and, increasingly, PLOS ONE. Because of the large number of text mining papers in PLOS journals, we are only able to highlight a subset of these works in the first instance of the PLOS Text Mining Collection. These include major reviews and tutorials published over the last decade [1-6], plus a selection of research papers from the last two years [7-19] and three new papers arising from the call for papers for this collection [20-22].
The research papers included in the collection at launch provide important overviews of the field and reflect many exciting contemporary areas of research in text mining, such as:
- methods to extract textual information from figures ;
- methods to cluster  and navigate  the burgeoning biomedical literature;
- integration of text-mining tools into bioinformatics workflow systems ;
- use of text-mined data in the construction of biological networks ;
- application of text-mining tools to non-traditional textual sources such as electronic patient records  and social media ;
- generating links between the biomedical literature and genomic databases ;
- application of text-mining approaches in new areas such as the Environmental Sciences  and Humanities [16-17];
- named entity recognition ;
- assisting the development of ontologies ;
- extraction of biomolecular interactions and events [20-21]; and
- assisting database curation .
As this is a living collection, it is worth discussing two issues we hope to see addressed in articles that are added to the PLOS text mining collection in the future: scaling up and opening up. While application of text mining tools to abstracts of all biomedical papers in the MEDLINE database is increasingly common, there have been remarkably few efforts that have applied text mining to the entirety of the full text articles in a given domain, even in the biomedical sciences . Therefore, we hope to see more text mining applications scaled up to use the full text of all Open Access articles. Scaling up will maximize the utility of text-mining technologies and the uptake by end users, but also demonstrate that demand for access to full text articles exists by the text mining and wider academic communities.
Likewise, we hope to see more text-mining software systems made freely or openly available in the future. As an example of the state of affairs in the field, only 25% of the research articles highlighted in the PLOS text mining collection at launch provide source code or executable software of any kind [13, 16, 19, 21]. The lack of availability of software or source code accompanying published research articles is, of course, not unique to the field of text mining. It is a general problem limiting progress and reproducibility in many fields of science, which authors, reviewers and editors have a duty to address. Making release of open source software the rule, rather than the exception, should further catalyze advances in text mining, as it has in other fields of computational research that have made extremely rapid progress in the last decades (such as genome bioinformatics).
By opening up the code base in text mining research, and deploying text-mining tools at scale on the rapidly growing corpus of full-text Open Access articles, we are confident this powerful technology will make good on its promise to catalyze scholarly endeavors in the digital age.
To view all the articles or read more about this collection, please visit: The PLOS Text Mining Collection (2013)
1. Dickman S (2003) Tough mining: the challenges of searching the scientific literature. PLoS biology 1: e48. doi:10.1371/journal.pbio.0000048.
2. Rebholz-Schuhmann D, Kirsch H, Couto F (2005) Facts from Text—Is Text Mining Ready to Deliver? PLoS Biol 3: e65. doi:10.1371/journal.pbio.0030065.
3. Cohen B, Hunter L (2008) Getting started in text mining. PLoS computational biology 4: e20. doi:10.1371/journal.pcbi.0040020.
4. Bourne PE, Fink JL, Gerstein M (2008) Open access: taking full advantage of the content. PLoS computational biology 4: e1000037+. doi:10.1371/journal.pcbi.1000037.
5. Rzhetsky A, Seringhaus M, Gerstein M (2009) Getting Started in Text Mining: Part Two. PLoS Comput Biol 5: e1000411. doi:10.1371/journal.pcbi.1000411.
6. Rodriguez-Esteban R (2009) Biomedical Text Mining and Its Applications. PLoS Comput Biol 5: e1000597. doi:10.1371/journal.pcbi.1000597.
7. Kim D, Yu H (2011) Figure text extraction in biomedical literature. PloS one 6: e15338. doi:10.1371/journal.pone.0015338.
8. Boyack K, Newman D, Duhon R, Klavans R, Patek M, et al. (2011) Clustering More than Two Million Biomedical Publications: Comparing the Accuracies of Nine Text-Based Similarity Approaches. PLoS ONE 6: e18029. doi:10.1371/journal.pone.0018029.
9. Kolluru B, Hawizy L, Murray-Rust P, Tsujii J, Ananiadou S (2011) Using workflows to explore and optimise named entity recognition for chemistry. PloS one 6: e20181. doi:10.1371/journal.pone.0020181.
10. Hayasaka S, Hugenschmidt C, Laurienti P (2011) A network of genes, genetic disorders, and brain areas. PloS one 6: e20907. doi:10.1371/journal.pone.0020907.
11. Roque F, Jensen P, Schmock H, Dalgaard M, Andreatta M, et al. (2011) Using electronic patient records to discover disease correlations and stratify patient cohorts. PLoS computational biology 7: e1002141. doi:10.1371/journal.pcbi.1002141.
12. Salathé M, Khandelwal S (2011) Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control. PLoS Comput Biol 7: e1002199. doi:10.1371/journal.pcbi.1002199.
13. Baran J, Gerner M, Haeussler M, Nenadic G, Bergman C (2011) pubmed2ensembl: a resource for mining the biological literature on genes. PloS one 6: e24716. doi:10.1371/journal.pone.0024716.
14. Fisher R, Knowlton N, Brainard R, Caley J (2011) Differences among major taxa in the extent of ecological knowledge across four major ecosystems. PloS one 6: e26556. doi:10.1371/journal.pone.0026556.
15. Hossain S, Gresock J, Edmonds Y, Helm R, Potts M, et al. (2012) Connecting the dots between PubMed abstracts. PloS one 7: e29509. doi:10.1371/journal.pone.0029509.
16. Ebrahimpour M, Putni?š TJ, Berryman MJ, Allison A, Ng BW-H, et al. (2013) Automated authorship attribution using advanced signal classification techniques. PLoS ONE 8: e54998. doi:10.1371/journal.pone.0054998.
17. Acerbi A, Lampos V, Garnett P, Bentley RA (2013) The Expression of Emotions in 20th Century Books. PLoS ONE 8: e59030. doi:10.1371/journal.pone.0059030.
18. Groza T, Hunter J, Zankl A (2013) Mining Skeletal Phenotype Descriptions from Scientific Literature. PLoS ONE 8: e55656. doi:10.1371/journal.pone.0055656.
19. Seltmann KC, Pénzes Z, Yoder MJ, Bertone MA, Deans AR (2013) Utilizing Descriptive Statements from the Biodiversity Heritage Library to Expand the Hymenoptera Anatomy Ontology. PLoS ONE 8: e55674. doi:10.1371/journal.pone.0055674.
20. Van Landeghem S, Bjorne J, Wei C-H, Hakala K, Pyysal S, et al. (2013) Large-Scale Event Extraction from Literature with Multi-Level Gene Normalization. PLOS ONE 8: e55814. doi: 10.1371/journal.pone.0055814
21. Liu H, Hunter L, Keselj V, Verspoor K (2013) Approximate Subgraph Matching-based Literature Mining for Biomedical Events and Relations. PLOS ONE 8: e60954. doi: 10.1371/journal.pone.0060954
22. Davis A, Weigers T, Johnson R, Lay J, Lennon-Hopkins K, et al. (2013) Text mining effectively scores and ranks the literature for improving chemical-gene-disease curation at the Comparative Toxicogenomics Database. PLOS ONE 8: e58201. doi: 10.1371/journal.pone.0058201
23. Bergman CM (2012) Why Are There So Few Efforts to Text Mine the Open Access Subset of PubMed Central? http://caseybergman.wordpress.com/2012/03/02/why-are-there-so-few-efforts-to-text-mine-the-open-access-subset-of-pubmed-central/.
Fossil records show that pterosaurs of all sizes and shapes flew through the skies of China and Central Asia about 145 to 66 million years ago. A new species of small pterosaurs described in a PLOS ONE paper reveals that western Europe may have had a similar diversity of these ancient animals. Author Darren Naish discusses the importance of the new species, named Vectidraco.
How did you begin studying dinosaurs (or pterosaurs in particular)?
Most of my research is and has been based on the Lower Cretaceous fossils that come from the Isle of Wight and elsewhere in southern England. The rocks here are famous for their dinosaurs, but fossil crocodilians, marine reptiles like plesiosaurs and rare pterosaurs are found here too. I’ve always been interested in pterosaurs and for several years have had a special research interest in a highly peculiar pterosaur group called the azhdarchoids – I’ve been working continuously on this group since 2007 or so and have been especially interested in their ecology, functional anatomy and evolutionary relationships. The finding of a new azhdarchoid in the Lower Cretaceous rocks of the Isle of Wight thus combined several of my special interests.
Where and how did you find the new fossil described in your study?
Most Cretaceous Isle of Wight fossils come from a rock unit termed the Wealden Supergroup. The new specimen – we’ve called it Vectidraco – is from a different, younger unit called the Atherfield Clay Formation, and as such it’s (so far as we know) only the second pterosaur reported from this unit.
I should say that the discovery of Vectidraco itself is interesting in that the find was made by a young girl, Daisy Morris (aged just 5 at the time!), while she was on holiday with her family. Daisy’s family wanted this fossil to be studied and cared for properly, so they did what I and many of my colleagues would say is “the right thing” and donated it to The Natural History Museum in London. So, we only know of Vectidraco thanks to Daisy: for this reason we named it in her honour. It’s full name is Vectidraco daisymorrisae.
What was previously known about this group of flying reptiles, the azhdarchoid pterosaurs?
So far as we know right now, azhdarchoids are unique to the Cretaceous period (that is, they were alive between about 145 and 66 million years ago) and all were toothless. They’re actually a pretty diverse group of pterosaurs, with some – like the tapejarids – being relatively small, withwingspans of about 3 feet or slightly less and others – namely the azhdarchids – being gigantic, withwingspans of more than 32 feet.
Tapejarids have short, deep snouts while azhdarchids have incredibly long, pointed jaws, and other kinds of azhdarchoid were intermediate between these two groups. Particularly good azhdarchoid fossils are known from South and North America and China, but their remains have been found right across Europe, Asia and Africa too.
Working out what azhdarchoids did when they were alive has been one of the great questions about the group, but it seems that they were mostly omnivores or carnivores that lived in terrestrial environments.
The paper describes the new fossil as “small-bodied”. How much larger are other known pterosaurs of this kind usually?
Azhdarchoids span a diversity of species that range from ‘small-bodied’ all the way up to gigantic. The biggest kinds – like the famous Quetzalcoatlus from Texas – were something like 10 feettall at the shoulder and over 450 pounds heavy while small ones, and Vectidraco is one of them, had wingspans of just 30 inches or so and would have been similar in size to crows or gulls. I would say that Vectidraco belonged to an azhdarchoid group where small size was normal and widespread, with large and even giant size evolving in other azhdarchoid lineages.
How did you determine that the new fossil belonged to the same group as these other specimens?
Vectidraco is known only from its pelvis, but even with only a pelvis to go on, we could see several features of the new specimen that made it especially azhdarchoid-like, mostly to do with the weird anatomy of the big, T-shaped bony structure that projects upwards and backwards from the rear part of the pelvis. In an effort to better test the idea that Vectidraco is an azhdarchoid, we included it in a few different phylogenetic analyses and it came out as an azhdarchoid in these too. It also has several unique features, not seen in any other pterosaurs, and for these reasons we were able to name it as a new species.
How does this discovery change what we know about this group of pterosaurs?
We’ve known for a while that small-bodied azhdarchoids lived in western Europe during the Early Cretaceous: a new species called Europejara olcadesorum was described in PLOS ONE last year. Now we’ve found that Vectidraco lived in the same region during the same period, so we’re seeing a pattern: small-bodied azhdarchoids were living alongside longer-snouted, small-bodied pterosaurs and also alongside large, toothy kinds called ornithocheiroids.
This is essentially the same kind of pterosaur community that we see in Chinese rocks of the same age – the great difference is that the Chinese fossils are relatively numerous, and frequently preserved as complete or near-complete skeletons. In fact, one of the things that we comment on in our paper is the fact that western Europe’s pterosaur assemblage looks far less rich than that of China due to differences in the way these fossils were preserved. Chinese pterosaur and small dinosaur fossils were buried rapidly by volcanic ash and hence preserved whole, while those of western Europe were usually broken apart on floodplains, extensively scavenged, and eventually preserved in fragmentary form.
The western European and Chinese assemblages might actually have contained similar sorts of species, but the conditions local to both places meant that their fossil records ended up being very different.
Read more about this exciting new fossil at Darren Naish’s own blog, Tetrapod Zoology.
Citation: Naish D, Simpson M, Dyke G (2013) A New Small-Bodied Azhdarchoid Pterosaur from the Lower Cretaceous of England and Its Implications for
Pterosaur Anatomy, Diversity and Phylogeny. PLoS ONE 8(3): e58451. doi:10.1371/journal.pone.0058451
Vullo R, Marugán-Lobón J, Kellner AWA, Buscalioni AD, Gomez B, et al. (2012) A New Crested Pterosaur from the Early Cretaceous of Spain: The First European Tapejarid (Pterodactyloidea: Azhdarchoidea). PLoS ONE 7(7): e38900. doi:10.1371/journal.pone.0038900
Images: Specimen and speculative reconstruction of Vectidraco from 10.1371/journal.pone.0058451, Life restoration of the head of Europejara from 10.1371/journal.pone.0038900
The ocean teems with millions of plants, animals and other organisms, and keeping track of this vast inventory can be quite a laborious task. Since its launch in 2008 as an affiliated project with the Census of Marine Life, the World Register of Marine Species (WoRMS) has been working to consolidate taxonomic information from over a hundred databases to provide an open-access, comprehensive inventory of names and descriptions of all marine organisms.
Today we are pleased to announce the launch of the PLOS ONE WoRMS Collection, comprising of 14 species reviews from this long-term project.
The WoRMS database contains species names, synonyms, sources and a range of other information, as described in the collection overview. The reviews included in the WoRMS collection discuss some of the species represented by the database, such as sea squirts, brittle stars, lace corals, crustaceans, reptiles and more, and highlight the diversity across the globe of just some of the many species within the register.
This collection aims to join PLOS ONE’s quest for open-access data content and the WoRMS’s pursuit of recording and continuously updating an entire database of the world’s marine species for this purpose.
To read more about this collection, please visit: PLOS Collections: The World Register of Marine Species (2013)
Image Credit: Johnsen et al. (2009)
With the increasing use of Web 2.0 tools in scientific publishing and discussion, there is growing concern that scholarly output may be swamping traditional mechanisms for filtering scientific impact, such as peer review (pre-publication filtering) or the journal impact factor (post-publication). In response to this concern, it has become clear that “altmetrics” based on a diverse set of social sources are increasingly likely to provide deeper, richer, and real-time assessments of current and potential scholarly impact.
Today, PLOS ONE, in collaboration with altmetrics.org is pleased to announce the launch of the PLOS ONE Altmetrics Collection, a body of research that aims to provide a forum for the dissemination of innovative research on these metrics.
The growing field of altmetrics uses online activity to collect fine-grained data, including viewership, discussion, saving, and recommendation along with traditional citation. This allows researchers, funders, institutions and policy makers to create a higher resolution picture of the reach and impact of academic research and track its effects on diverse audiences. The PLOS ONE Altmetrics Collection gathers an emerging body of research for the further study and use of altmetrics. As an on-going collection, it aims to continually cover a range of subjects including statistical analysis of altmetrics data sources; metric validation, and identification of biases in measurements; validation of models of scientific discovery or recommendation based on altmetrics; qualitative research describing the scholarly use of online tools and environments; empirically-supported theory guiding altmetrics use; and other research relating to scholarly impact in online tools and environments.
The Collection is open to all authors to submit research in these areas. Articles are presented in order of publication date and new articles will be added to the Collection as they are published.
To read more about this collection, please visit: PLOS Collections: Altmetrics Collection (2012)
Today PLOS ONE is happy to announce the launch of the Synthetic Biology Collection, including over 50 papers published in the last six years that illustrate the many facets of this dynamically evolving research area.
Synthetic biology is an innovative emerging field that exists at the intersection of many traditional disciplines, including biology, chemistry, and engineering, with aims to create biological systems that can be programmed to do useful things like produce drugs or biofuels, among other applications. Despite its potential, the heavily interdisciplinary nature of the research can make it difficult to publish in traditional discipline-specific journals.
However, PLOS ONE’s broad scope allows for the publication of work crossing many traditional research boundaries, making it an ideal venue for many different types of synthetic biology research. For example, the papers in the collection cover topics including DNA synthesis and assembly, standardized biological “parts” akin to interchangeable mechanical parts, protein engineering, and complex network and pathway analysis and modeling, as described in the Collection Overview written by collection editors Jean Peccoud of Virginia Tech and Mark Isalan of the Centre for Genomic Regulation.
The Collection has roots in PLOS ONE’s very first issue, which included two publications from the field. Since then, the number of synthetic biology articles published in the journal has grown steadily. The collection launched today highlights selected synthetic biology articles published in PLOS ONE since 2006, and it is intended to be a growing resource that will be updated regularly with new papers as the field continues to grow and develop.
Collection Citation: Synthetic Biology (2012) PLOS Collections: http://www.ploscollections.org/syntheticbiology
Image Credit: Ivan Morozov (Virginia Bioinformatics Institute)