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Rapid assessment of the suitability of multi-species citizen science datasets for occupancy trend analysis

https://doi.org/10.1101/813626
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ecs2.2718openalex-snapshot
Explaining the birds and the bees: deriving habitat restoration targets from multi‐species occupancy models
inferredcites →https://doi.org/10.1007/s10841-019-00135-zopenalex-snapshot
Trends and indicators for quantifying moth abundance and occupancy in Scotland
inferredcites →https://doi.org/10.1007/s13280-014-0501-3openalex-snapshot
Connecting Diverse Knowledge Systems for Enhanced Ecosystem Governance: The Multiple Evidence Base Approach
inferredcites →https://doi.org/10.1016/bs.aecr.2018.06.003openalex-snapshot
A Vision for Global Biodiversity Monitoring With Citizen Science
inferredcites →https://doi.org/10.1016/j.biocon.2013.11.003openalex-snapshot
The eBird enterprise: An integrated approach to development and application of citizen science
inferredcites →https://doi.org/10.1016/j.biocon.2014.10.021openalex-snapshot
Global change and local solutions: Tapping the unrealized potential of citizen science for biodiversity research
inferredcites →https://doi.org/10.1016/j.biocon.2015.10.009openalex-snapshot
Using habitat-specific population trends to evaluate the consistency of the effect of species traits on bird population change
inferredcites →https://doi.org/10.1016/j.biocon.2016.09.004openalex-snapshot
Contribution of citizen science towards international biodiversity monitoring
inferredcites →https://doi.org/10.1016/j.ecoinf.2013.11.002openalex-snapshot
Spatial bias in the GBIF database and its effect on modeling species' geographic distributions
inferredcites →https://doi.org/10.1016/j.ecolind.2015.06.001openalex-snapshot
Multi-species spatially-explicit indicators reveal spatially structured trends in bird communities
inferredcites →https://doi.org/10.1016/j.ecolind.2018.05.010openalex-snapshot
Prior specification in Bayesian occupancy modelling improves analysis of species occurrence data
inferredcites →https://doi.org/10.1016/j.ecolind.2018.06.033openalex-snapshot
An assessment of the state of nature in the United Kingdom: A review of findings, methods and impact
inferredcites →https://doi.org/10.1016/j.ecolind.2019.05.047openalex-snapshot
Statistical power of dynamic occupancy models to identify temporal change: Informing the North American Bat Monitoring Program
inferredcites →https://doi.org/10.1038/ncomms9221openalex-snapshot
Global priorities for an effective information basis of biodiversity distributions
inferredcites →https://doi.org/10.1038/s41467-019-08974-9openalex-snapshot
Widespread losses of pollinating insects in Britain
inferredcites →https://doi.org/10.1038/s41597-019-0269-1openalex-snapshot
Annual estimates of occupancy for bryophytes, lichens and invertebrates in the UK, 1970–2015
inferredcites →https://doi.org/10.1080/14888386.2015.1075903openalex-snapshot
Harnessing biodiversity and conservation knowledge products to track the Aichi Targets and Sustainable Development Goals
inferredcites →https://doi.org/10.1086/682669openalex-snapshot
Strong recovery of dragonflies in recent decades in The Netherlands
inferredcites →https://doi.org/10.1093/biosci/biz010openalex-snapshot
Using Semistructured Surveys to Improve Citizen Science Data for Monitoring Biodiversity
inferredcites →https://doi.org/10.1111/1365-2664.12158openalex-snapshot
Opportunistic citizen science data of animal species produce reliable estimates of distribution trends if analysed with occupancy models
inferredcites →https://doi.org/10.1111/2041-210x.12097openalex-snapshot
Tea Bag Index: a novel approach to collect uniform decomposition data across ecosystems
inferredcites →https://doi.org/10.1111/2041-210x.12254openalex-snapshot
Statistics for citizen science: extracting signals of change from noisy ecological data
inferredcites →https://doi.org/10.1111/2041-210x.13090openalex-snapshot
Occupancy models for citizen‐science data
inferredcites →https://doi.org/10.1111/bij.12532openalex-snapshot
Bias and information in biological records
inferredcites →https://doi.org/10.1111/bij.12548openalex-snapshot
The Biological Records Centre: a pioneer of citizen science
inferredcites →https://doi.org/10.1111/ddi.12463openalex-snapshot
Unstructured citizen science data fail to detect long‐term population declines of common birds in Denmark
inferredcites →https://doi.org/10.1111/ecog.02445openalex-snapshot
Modelling of species distributions, range dynamics and communities under imperfect detection: advances, challenges and opportunities
inferredcites →https://doi.org/10.1111/ele.12624openalex-snapshot
Multidimensional biases, gaps and uncertainties in global plant occurrence information
inferredcites →https://doi.org/10.1111/j.1365-2664.2005.01098.xopenalex-snapshot
Designing occupancy studies: general advice and allocating survey effort
inferredcites →https://doi.org/10.1111/j.1472-4642.2012.00947.xopenalex-snapshot
To boldly go where no volunteer has gone before: predicting volunteer activity to prioritize surveys at the landscape scale
inferredcites →https://doi.org/10.1126/science.1187512openalex-snapshot
Global Biodiversity: Indicators of Recent Declines
inferredcites →https://doi.org/10.1126/science.1251817openalex-snapshot
Defaunation in the Anthropocene
inferredcites →https://doi.org/10.1214/ss/1177011136openalex-snapshot
Inference from Iterative Simulation Using Multiple Sequences
inferredcites →https://doi.org/10.1371/journal.pone.0052015openalex-snapshot
Fitting and Interpreting Occupancy Models
inferredcites →https://doi.org/10.1371/journal.pone.0099571openalex-snapshot
Ignoring Imperfect Detection in Biological Surveys Is Dangerous: A Response to ‘Fitting and Interpreting Occupancy Models'
inferredcites →https://doi.org/10.1371/journal.pone.0172579openalex-snapshot
The diversity and evolution of ecological and environmental citizen science
inferredcites →https://doi.org/10.1371/journal.pone.0215891openalex-snapshot
The design, launch and assessment of a new volunteer-based plant monitoring scheme for the United Kingdom
inferredcites →https://doi.org/10.18637/jss.v061.i01openalex-snapshot
evtree: Evolutionary Learning of Globally Optimal Classification and Regression Trees inR
inferredcites →https://doi.org/10.1890/0012-9658(2002)083[2248:esorwd]2.0.co;2openalex-snapshot
ESTIMATING SITE OCCUPANCY RATES WHEN DETECTION PROBABILITIES ARE LESS THAN ONE
inferredcites →https://doi.org/10.1890/09-0877.1openalex-snapshot
Regional avian species declines estimated from volunteer‐collected long‐term data using List Length Analysis
inferredcites →https://doi.org/10.1890/10-0340.1openalex-snapshot
The arcsine is asinine: the analysis of proportions in ecology
inferredcites →https://doi.org/10.1890/110236openalex-snapshot
The current state of citizen science as a tool for ecological research and public engagement
inferredcites →https://doi.org/10.5285/0ec7e549-57d4-4e2d-b2d3-2199e1578d84openalex-snapshot
Annual estimates of occupancy for bryophytes, lichens and invertebrates in the UK (1970-2015)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.baae.2024.01.003openalex-snapshot
Improving wild bee monitoring, sampling methods, and conservation
inferred← citeshttps://doi.org/10.1016/j.biocon.2022.109884openalex-snapshot
Protected areas support more species than unprotected areas in Great Britain, but lose them equally rapidly
inferred← citeshttps://doi.org/10.1016/j.dib.2025.111646openalex-snapshot
State of nature 2023 terrestrial and freshwater animal dataset for the United Kingdom and its constituent countries
inferred← citeshttps://doi.org/10.1038/s41597-019-0269-1openalex-snapshot
Annual estimates of occupancy for bryophytes, lichens and invertebrates in the UK, 1970–2015
inferred← citeshttps://doi.org/10.1038/s44185-023-00017-3openalex-snapshot
Past, present, and future of the Living Planet Index
inferred← citeshttps://doi.org/10.1098/rsbl.2021.0240openalex-snapshot
Long-term trends in the occupancy of ants revealed through use of multi-sourced datasets
inferred← citeshttps://doi.org/10.1098/rspb.2023.0897openalex-snapshot
Invertebrate biodiversity continues to decline in cropland
inferred← citeshttps://doi.org/10.1111/brv.12961openalex-snapshot
An operational workflow for producing periodic estimates of species occupancy at national scales
inferred← citeshttps://doi.org/10.64898/2025.12.02.691838openalex-snapshot
Development of the invertebrate faunas of anthropogenic habitats
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