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Record W2089392933 · doi:10.1002/ieam.5630030301

The status of pollinators

2007· editorial· en· W2089392933 on OpenAlexaboutno aff
Richard J. Wenning

Bibliographic record

VenueIntegrated Environmental Assessment and Management · 2007
Typeeditorial
Languageen
FieldAgricultural and Biological Sciences
TopicPlant and animal studies
Canadian institutionsnot available
Fundersnot available
KeywordsPollinationPollinatorAgricultureHoney beeForageGeographyCropFood supplyBeekeepingBiologyAgroforestryEcologyAgricultural sciencePollen

Abstract

fetched live from OpenAlex

Yet another environmental warning sign of the overwhelming influence of human activity on the global ecosystem? A mysterious phenomenon is wiping out honey bee colonies in the United States, Brazil, Canada, India, and parts of Europe. The loss of nature's best known pollinator could have a significant effect on agriculture and the food supply. In the United States, populations of the honey bee (genus Apis)— North America's most important pollinator—are in decline. According to a US Department of Agriculture census, the number of commercially managed colonies has declined from approximately 6 million in the 1940s to less than 2.4 million in 2002 (USDA 2002). During the first 6 months of this year, beekeepers became increasingly alarmed, reporting the loss of nearly one-fourth of their colonies—about 5 times the normal winter loss. According to the US Department of Agriculture, about one-third of the human diet comes from insect-pollinated plants, and the honey bee is responsible for 80% of that pollination. Honey bees play an integral role in the world food supply, and are essential for pollination worldwide of a wide range of fruits, vegetables, tree nuts, forage crops, some field crops, and other specialty crops (Johnson 2007). While not all scientists foresee a food supply crisis, noting that large-scale die-offs have happened before, the recent sharp decline in honey bee colonies seems particularly alarming. Scientists are struggling to understand what is responsible for losses of entire colonies. While the precise causes of the syndrome, generally referred to as Colony Collapse Disorder (CCD), remains a poorly understood phenomenon, theories include environmental change-related stresses, malnutrition, unknown pathogens (i.e., disease), mites, pesticides, genetically modified crops, beekeeping practices (such as the use of antibiotics or long-distance transportation of beehives) and electromagnetic fields emitted by cellular telephones and other manmade devices. It is unknown whether any single factor, or a combination of factors, is responsible for the sudden and near total mortality affecting colonies. Likewise, it is unclear whether CCD is a genuinely new phenomenon: Similar large-scale die-offs of honey bee populations have been reported as long ago as the late 19th century. To better understand the causes of CCD and with the hope of eventually identifying strategies to prevent further losses, university scientists, the US Department of Agriculture, agriculture and beekeeping organizations, and representatives from the departments of agriculture in New Jersey, Maryland, Delaware, Pennsylvania and West Virginia founded the CCD Working Group in the Mid-Atlantic Apiculture Research and Extension Consortium (MAAREC) based at The Pennsylvania State University. The MAAREC is a regional group focused on addressing the pest management crisis facing the beekeeping industry in the US Mid-Atlantic region. A similar mandate to understand the threat to honey bees was launched in the United Kingdom by the National Bee Unit (www.nationalbeeunit.com) acting on behalf of the Department for Environment Food and Rural Affairs (DEFRA) and Welsh Assembly Government. A National Research Council report released in October 2006 on the status of pollinators, and particularly the plight of honey bees, observed that among the multitude of ways humans could be harming the planet, one that has largely been ignored is the “pollinator crisis”—the perceived global decline in the number and viability of species that facilitate reproduction of flowering plants. The decline of pollinators is 1 form of global change that has a credible potential to alter the shape and structure of the terrestrial world. Only recently has the public begun to take notice and ask whether a pollinator crisis is brewing and, if so, what can be done to avert the crisis (NRC 2006). For scientists, regulatory policy makers, and environmental managers contributing to our understanding of science and its integration in environmental management and decision making, let us not forget the plight of the honey bee. Studies are urgently needed to understand the influences of chemical and nonchemical stressors on honey bees and other pollinators. Studies devoted to examination of environmental stressors and factors potentially affecting honey bees were reported at the 17th annual European meeting of the Society of Environmental Toxicology and Chemistry (SETAC) held in Porto, Portugal, in May 2007, and pointed to the urgent need for ecotoxicology research on arthropods and assessments of alternatives to pest management methods that reduce effects on nontarget organisms. The status of pollinators is truly a global environmental issue that transcends national borders. If global climate change is our foremost pressing environmental issue, then perhaps the fate of the millions of small pollinators worldwide— which, like Earth's climate, have been taken for granted through the centuries—may well be our next most pressing environmental challenge.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.398
Threshold uncertainty score0.351

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.012
GPT teacher head0.231
Teacher spread0.219 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations5
Published2007
Admission routes1
Has abstractyes

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