[HTML][HTML] Pathways linking biodiversity to human health: A conceptual framework
Biodiversity is a cornerstone of human health and well-being. However, while evidence of
the contributions of nature to human health is rapidly building, research into how biodiversity …
the contributions of nature to human health is rapidly building, research into how biodiversity …
Data integration for large-scale models of species distributions
With the expansion in the quantity and types of biodiversity data being collected, there is a
need to find ways to combine these different sources to provide cohesive summaries of …
need to find ways to combine these different sources to provide cohesive summaries of …
Observing the observers: How participants contribute data to iNaturalist and implications for biodiversity science
The availability of citizen science data has resulted in growing applications in biodiversity
science. One widely used platform, iNaturalist, provides millions of digitally vouchered …
science. One widely used platform, iNaturalist, provides millions of digitally vouchered …
Outstanding challenges and future directions for biodiversity monitoring using citizen science data
There is increasing availability and use of unstructured and semi‐structured citizen science
data in biodiversity research and conservation. This expansion of a rich source of 'big …
data in biodiversity research and conservation. This expansion of a rich source of 'big …
Citizen science and marine conservation: a global review
Climate change, overfishing, marine pollution and other anthropogenic drivers threaten our
global oceans. More effective efforts are urgently required to improve the capacity of marine …
global oceans. More effective efforts are urgently required to improve the capacity of marine …
[HTML][HTML] Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification
Modern geological practices, in both industry and academia, rely largely on a legacy of
observational data at a range of scales. However, widespread ambiguities in the …
observational data at a range of scales. However, widespread ambiguities in the …
Analytical guidelines to increase the value of community science data: An example using eBird data to estimate species distributions
Aim Ecological data collected by the general public are valuable for addressing a wide
range of ecological research and conservation planning, and there has been a rapid …
range of ecological research and conservation planning, and there has been a rapid …
Improving big citizen science data: Moving beyond haphazard sampling
Citizen science is mainstream: millions of people contribute data to a growing array of citizen
science projects annually, forming massive datasets that will drive research for years to …
science projects annually, forming massive datasets that will drive research for years to …
Effective biodiversity monitoring needs a culture of integration
Despite conservation commitments, most countries still lack large-scale biodiversity
monitoring programs to track progress toward agreed targets. Monitoring program design is …
monitoring programs to track progress toward agreed targets. Monitoring program design is …
Large-bodied birds are over-represented in unstructured citizen science data
Citizen science platforms are quickly accumulating hundreds of millions of biodiversity
observations around the world annually. Quantifying and correcting for the biases in citizen …
observations around the world annually. Quantifying and correcting for the biases in citizen …