On the public citation graph

Observing the Observers: How Participants Contribute Data to iNaturalist and Implications for Biodiversity Science

https://doi.org/10.1093/biosci/biab093
0 signed · 368 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/aps3.11315openalex-snapshot
Methods for broad‐scale plant phenology assessments using citizen scientists’ photographs
inferredcites →https://doi.org/10.1002/ece3.6832openalex-snapshot
Observer‐oriented approach improves species distribution models from citizen science data
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb00917.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb01338.xopenalex-snapshot
A Mathematical Theory of Communication
inferredcites →https://doi.org/10.1007/s00484-012-0598-7openalex-snapshot
Weekend bias in Citizen Science data reporting: implications for phenology studies
inferredcites →https://doi.org/10.1007/s10530-020-02312-7openalex-snapshot
Citizen science reveals the distribution of the invasive harlequin ladybird (Harmonia axyridis Pallas) in Argentina
inferredcites →https://doi.org/10.1007/s10841-020-00233-3openalex-snapshot
More eyes on the prize: an observation of a very rare, threatened species of Philippine Bumble bee, Bombus irisanensis, on iNaturalist and the importance of citizen science in conservation biology
inferredcites →https://doi.org/10.1016/j.biocon.2020.108753openalex-snapshot
Capitalizing on opportunistic citizen science data to monitor urban biodiversity: A multi-taxa framework
inferredcites →https://doi.org/10.1016/j.ecoinf.2016.09.002openalex-snapshot
Comparing species distributions modelled from occurrence data and from expert-based range maps. Implication for predicting range shifts with climate change
inferredcites →https://doi.org/10.1016/j.ecolmodel.2021.109453openalex-snapshot
The impact of data quality filtering of opportunistic citizen science data on species distribution model performance
inferredcites →https://doi.org/10.1016/j.tree.2021.04.008openalex-snapshot
Scale gaps in landscape phenology: challenges and opportunities
inferredcites →https://doi.org/10.1038/s41598-020-67658-3openalex-snapshot
Data-derived metrics describing the behaviour of field-based citizen scientists provide insights for project design and modelling bias
inferredcites →https://doi.org/10.1038/srep33051openalex-snapshot
Patterns of contribution to citizen science biodiversity projects increase understanding of volunteers’ recording behaviour
inferredcites →https://doi.org/10.1073/pnas.2018093118openalex-snapshot
Data integration enables global biodiversity synthesis
inferredcites →https://doi.org/10.1080/00107510500052444openalex-snapshot
Power laws, Pareto distributions and Zipf's law
inferredcites →https://doi.org/10.1080/00219266.2020.1739114openalex-snapshot
iNaturalist as an engaging tool for identifying organisms in outdoor activities
inferredcites →https://doi.org/10.1093/biosci/biz010openalex-snapshot
Using Semistructured Surveys to Improve Citizen Science Data for Monitoring Biodiversity
inferredcites →https://doi.org/10.1093/comjnl/9.4.373openalex-snapshot
A General Theory of Classificatory Sorting Strategies: 1. Hierarchical Systems
inferredcites →https://doi.org/10.1111/2041-210x.12004openalex-snapshot
Presence‐only modelling using MAXENT : when can we trust the inferences?
inferredcites →https://doi.org/10.1111/2041-210x.13448openalex-snapshot
The accuracy of phenology estimators for use with sparsely sampled presence‐only observations
inferredcites →https://doi.org/10.1111/bij.12532openalex-snapshot
Bias and information in biological records
inferredcites →https://doi.org/10.1111/cobi.13223openalex-snapshot
The potential for citizen science to produce reliable and useful information in ecology
inferredcites →https://doi.org/10.1111/ddi.12985openalex-snapshot
An evaluation of stringent filtering to improve species distribution models from citizen science data
inferredcites →https://doi.org/10.1111/ecog.00780openalex-snapshot
Topographic, latitudinal and climatic distribution of Pinus coulteri : geographic range limits are not at the edge of the climate envelope
inferredcites →https://doi.org/10.1111/ecog.04469openalex-snapshot
Continent‐scale phenotype mapping using citizen scientists’ photographs
inferredcites →https://doi.org/10.1111/ecog.05396openalex-snapshot
A complete inventory of North American butterfly occurrence data: narrowing data gaps, but increasing bias
inferredcites →https://doi.org/10.1111/gcb.15461openalex-snapshot
Climate, urbanization, and species traits interactively drive flowering duration
inferredcites →https://doi.org/10.1111/j.1541-0420.2012.01779.xopenalex-snapshot
Predicting the Geographic Distribution of a Species from Presence‐Only Data Subject to Detection Errors
inferredcites →https://doi.org/10.1111/jbi.13555openalex-snapshot
Improving species distribution models for invasive non‐native species with biologically informed pseudo‐absence selection
inferredcites →https://doi.org/10.1111/oik.08215openalex-snapshot
Deriving indicators of biodiversity change from unstructured community‐contributed data
inferredcites →https://doi.org/10.1126/science.1251554openalex-snapshot
Next Steps for Citizen Science
inferredcites →https://doi.org/10.1126/science.abe5585openalex-snapshot
Fewer butterflies seen by community scientists across the warming and drying landscapes of the American West
inferredcites →https://doi.org/10.1371/journal.pone.0143687openalex-snapshot
An Analysis of Citizen Science Based Research: Usage and Publication Patterns
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.0220082openalex-snapshot
A case of silent invasion: Citizen science confirms the presence of Harmonia axyridis (Coleoptera, Coccinellidae) in Central America
inferredcites →https://doi.org/10.1371/journal.pone.0226534openalex-snapshot
Evaluating the data quality of iNaturalist termite records
inferredcites →https://doi.org/10.3390/insects9040186openalex-snapshot
Comparisons of Citizen Science Data-Gathering Approaches to Evaluate Urban Butterfly Diversity
inferredcites →https://doi.org/10.3897/bdj.8.e46989openalex-snapshot
When Citizen Science highlights alien invasive species in France: the case of Indochina mantis, Hierodula patellifera (Insecta, Mantodea, Mantidae)
inferredcites →https://doi.org/10.3897/biss.3.37303openalex-snapshot
iNaturalist is an Unexploited Source of Plant-Insect Interaction Data
inferredcites →https://doi.org/10.7717/peerj.6879openalex-snapshot
A citizen science approach to evaluating US cities for biotic homogenization

What points at this work

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

inferred← citeshttps://doi.org/10.1093/jmammal/gyaf047zenodo-depositor-declared
How many mammal species are there now? Updates and trends in taxonomic, nomenclatural, and geographic knowledge
inferred← citeshttps://doi.org/10.11646/phytotaxa.717.3.2zenodo-depositor-declared
A new species of Pleurothallis (Pleurothallidinae:Orchidaceae) from subgenus Ancipitia discovered through citizen science in the paramo of the Central Andes of Colombia
inferred← citeshttps://doi.org/10.11646/zootaxa.5543.1.9zenodo-depositor-declared
New record of a rare robber fly Stiphrolamyra pleskei (Becker, 1913) (Diptera: Asilidae: Asilinae) for Kurdistan, Iraq
inferred← citeshttps://doi.org/10.11646/zootaxa.5696.2.3zenodo-depositor-declared
Re-classification of some American Cerambycidae (Insecta, Coleoptera): a critical review of bad taxonomic practices
inferred← citeshttps://doi.org/10.1590/1806-9665-rbent-2024-0025zenodo-depositor-declared
Dancing close together in the woods: mate-guarding behavior might explain sexual dimorphism in Chrysoprasis auriventris auriventris Redtenbacher, 1868 (Coleoptera: Cerambycinae)
inferred← citeshttps://doi.org/10.1590/1806-9665-rbent-2025-0023zenodo-depositor-declared
Saturniidae (Lepidoptera: Bombycoidea) of Parque Nacional do Itatiaia and surroundings – Rio de Janeiro and Minas Gerais, Brazil
inferred← citeshttps://doi.org/10.21425/fob.17.140606zenodo-depositor-declared
Instagram data for validating Nothofagus pumilio distribution mapping in the Southern Andes: A novel ground truthing approach
inferred← citeshttps://doi.org/10.3897/biss.9.179381zenodo-depositor-declared
Educating To Recognize and Value Local Biodiversity: From the University to the Community, With the Help of iNaturalist
inferred← citeshttps://doi.org/10.3897/natureconservation.63.182923zenodo-depositor-declared
Map the Giants: a new citizen-science portal to map, study and protect the largest coral colonies
inferred← citeshttps://doi.org/10.3897/neobiota.104.155832zenodo-depositor-declared
Deriving inventories of non-native plant species from iNaturalist: Insights from urban centres of the Western Cape, South Africa
inferred← citeshttps://doi.org/10.3897/neobiota.104.163164zenodo-depositor-declared
WatchListR: a tool for developing watch-lists of invasive species to inform biosecurity decision-making
inferred← citeshttps://doi.org/10.1002/2688-8319.12185openalex-snapshot
Spatial distribution of biodiversity citizen science in a natural area depends on area accessibility and differs from other recreational area use
inferred← citeshttps://doi.org/10.1002/2688-8319.70061openalex-snapshot
Innovation in practice: The influences of technological and social advances on ecology and conservation
inferred← citeshttps://doi.org/10.1002/2688-8319.70173openalex-snapshot
Participatory citizen science data complements agency‐collected data for species inventories
inferred← citeshttps://doi.org/10.1002/ajb2.16323openalex-snapshot
Evaluating the definition and distribution of spring ephemeral wildflowers in eastern North America
inferred← citeshttps://doi.org/10.1002/ajb2.16364openalex-snapshot
Linking the macroclimatic niche of native lithophytic ferns and their prevalence in urban environments
inferred← citeshttps://doi.org/10.1002/aps3.70012openalex-snapshot
infinitylists: A Shiny application and R package for rapid generation of place‐based species checklists
inferred← citeshttps://doi.org/10.1002/aps3.70067openalex-snapshot
Turning a new leaf: PhenoVision provides leaf phenology data at the global scale
inferred← citeshttps://doi.org/10.1002/aqc.70272openalex-snapshot
iNaturalist as a Supplementary Tool for Alien Species Monitoring: a South African Marine Protected Area Perspective
inferred← citeshttps://doi.org/10.1002/eap.70221openalex-snapshot
Leveraging local species data, a global database, and an occupancy model to explore bee–plant interactions
inferred← citeshttps://doi.org/10.1002/eap.70316openalex-snapshot
Disparity in the distribution of suitable habitat as a metric for capturing responses to contrasting land‐use types
inferred← citeshttps://doi.org/10.1002/ece3.10484openalex-snapshot
Opportunities and challenges for monitoring a recolonizing large herbivore using citizen science
inferred← citeshttps://doi.org/10.1002/ece3.10728openalex-snapshot
Veni, vidi, vici? Future spread and ecological impacts of a rapidly expanding invasive predator population
inferred← citeshttps://doi.org/10.1002/ece3.10766openalex-snapshot
Using community science to map western monarch butterflies (Danaus plexippus) in spring
inferred← citeshttps://doi.org/10.1002/ece3.10857openalex-snapshot
Assessing adequacy of citizen science datasets for biodiversity monitoring
inferred← citeshttps://doi.org/10.1002/ece3.10957openalex-snapshot
Use of a mobile plant identification application and the out‐of‐school learning method in biodiversity education
inferred← citeshttps://doi.org/10.1002/ece3.11457openalex-snapshot
WiPFIM: A digital platform for interlinking biocollections of wild plants, fruits, associated insects, and their molecular barcodes
inferred← citeshttps://doi.org/10.1002/ece3.70428openalex-snapshot
How Do Age and Attitudes Affect the Quality of Data Collected by Young Citizen Scientists in an Ecological Research Project?
inferred← citeshttps://doi.org/10.1002/ece3.71805openalex-snapshot
iNaturalist and Structured Mammal Surveys Reflect Similar Species Richness but Capture Different Species Pools Across the United States
inferred← citeshttps://doi.org/10.1002/ece3.72334openalex-snapshot
Urbanization Drives Habitat Suitability of the Invasive Cuban Knight Anole ( Anolis equestris ) in Florida, USA
inferred← citeshttps://doi.org/10.1002/ecog.08202openalex-snapshot
Species‐observer link and kernel density estimation of background points allow for sampling bias correction in bird species distribution models
inferred← citeshttps://doi.org/10.1002/ecog.08294openalex-snapshot
Long unobserved and recently discovered: towards a better understanding of protected‐area species dynamics using curated species lists
inferred← citeshttps://doi.org/10.1002/ecs2.4374openalex-snapshot
Modeling spatial distributions of Amah Mutsun priority cultural plants to support Indigenous cultural revitalization
inferred← citeshttps://doi.org/10.1002/ecs2.4582openalex-snapshot
Turning observations into biodiversity data: Broadscale spatial biases in community science
inferred← citeshttps://doi.org/10.1002/ecs2.70205openalex-snapshot
Too much and not enough data: Challenges and solutions for generating information in freshwater research and monitoring
inferred← citeshttps://doi.org/10.1002/ecs2.70352openalex-snapshot
Online citizen science in higher education courses
inferred← citeshttps://doi.org/10.1002/ecs2.70593openalex-snapshot
Development of species distribution models helps identify source country anomalies in timber supply chains
inferred← citeshttps://doi.org/10.1002/ecy.4225openalex-snapshot
The house of a thousand species: The untapped potential of comprehensive biodiversity censuses of urban properties
inferred← citeshttps://doi.org/10.1002/fee.2783openalex-snapshot
Logistical and preference bias in participatory science butterfly data
inferred← citeshttps://doi.org/10.1002/inc3.53openalex-snapshot
The implications of estimating rarity in Brazilian reptiles from GBIF data based on contributions from citizen science versus research institutions
inferred← citeshttps://doi.org/10.1002/njz2.70064openalex-snapshot
New Species and Distributional Synthesis of Apatelodidae (Lepidoptera: Bombycoidea) From the Brazilian Cerrado
inferred← citeshttps://doi.org/10.1002/oik.11594openalex-snapshot
Citizen science in pollinator monitoring: current approaches, challenges and recommendations
inferred← citeshttps://doi.org/10.1002/pan3.10592openalex-snapshot
A framework for contextualizing social‐ecological biases in contributory science data
inferred← citeshttps://doi.org/10.1002/pan3.70017openalex-snapshot
When do citizen scientists record biodiversity? Non‐random temporal patterns of recording effort and associated factors
inferred← citeshttps://doi.org/10.1002/pan3.70062openalex-snapshot
‘Nature of the year’ in Germany: An effective policy to raise public awareness?
inferred← citeshttps://doi.org/10.1002/pan3.70189openalex-snapshot
Auditory perception and the ecology of human–nature interactions: Effects of hearing loss on listening to birdsong
inferred← citeshttps://doi.org/10.1002/pan3.70307openalex-snapshot
Geography of race and income shape spatial data gaps in two national participatory science projects
inferred← citeshttps://doi.org/10.1002/pan3.70384openalex-snapshot
Designing for biodiversity data in place: Species, encounters, and interfaces
inferred← citeshttps://doi.org/10.1002/pan3.70452openalex-snapshot
Knowing Nature in the City: Reporting infrastructures and the politics of urban human–nature relationships
inferred← citeshttps://doi.org/10.1002/ppp3.70005openalex-snapshot
Expert identification blitz: A rapid high value approach for assessing and improving iNaturalist identification accuracy and data precision and confidence
inferred← citeshttps://doi.org/10.1002/ppp3.70059openalex-snapshot
Leveraging machine learning and citizen science data to describe flowering phenology across South Africa
inferred← citeshttps://doi.org/10.1002/rse2.70105openalex-snapshot
Synthetic Imagery Improves Ecological Classification When Real Data Are Scarce, Not Direct Substitutes
inferred← citeshttps://doi.org/10.1007/978-3-030-86688-4_17openalex-snapshot
Caterpillar Patterns in Space and Time: Insights From and Contrasts Between Two Citizen Science Datasets
inferred← citeshttps://doi.org/10.1007/978-3-031-75027-4_5openalex-snapshot
North America
inferred← citeshttps://doi.org/10.1007/978-3-031-92387-6_10openalex-snapshot
Multi-scale and Multimodal Species Distribution Modeling
inferred← citeshttps://doi.org/10.1007/s00040-026-01099-5openalex-snapshot
Exploring distribution, caste-specific seasonality, and winter activity of three invasive wasps (Hymenoptera: Vespidae) in New Zealand using citizen science data
inferred← citeshttps://doi.org/10.1007/s10340-024-01744-7openalex-snapshot
Monitoring urban biological invasions using citizen science: the polyphagous shot hole borer (Euwallacea fornicatus)
inferred← citeshttps://doi.org/10.1007/s10452-023-10062-6openalex-snapshot
West Atlantic coastal marine biodiversity: the contribution of the platform iNaturalist
inferred← citeshttps://doi.org/10.1007/s10530-023-03150-zopenalex-snapshot
Pattern to process, research to practice: remote sensing of plant invasions
inferred← citeshttps://doi.org/10.1007/s10530-025-03611-7openalex-snapshot
Using Google Trends to improve monitoring of the invasive spotted lanternfly in the United States
inferred← citeshttps://doi.org/10.1007/s10531-024-02857-2openalex-snapshot
Fishing and recording dead fish by citizen scientists contribute valuable data on south American ray-finned fish diversity
inferred← citeshttps://doi.org/10.1007/s10661-025-14654-7openalex-snapshot
Global community science data on mammals underreport small and diurnal species
inferred← citeshttps://doi.org/10.1007/s10841-025-00696-2openalex-snapshot
Strengths and shortcomings of citizen science data: lessons from Austrian butterflies
inferred← citeshttps://doi.org/10.1007/s10841-026-00786-9openalex-snapshot
Habitat types, seasonal activity patterns, and preliminary extinction risk assessment of Korean tiger beetles based on open-source data
inferred← citeshttps://doi.org/10.1007/s10980-024-02024-6openalex-snapshot
Habitat use and distribution of Nile monitors (Varanus niloticus) in a mosaic of land use types and human population densities in KwaZulu-Natal, South Africa
inferred← citeshttps://doi.org/10.1007/s10980-025-02155-4openalex-snapshot
Not just species recording: the potential of citizen science for habitat monitoring
inferred← citeshttps://doi.org/10.1007/s10980-026-02315-0openalex-snapshot
Designing nature networks for cities: combining multi-species modelling approaches
inferred← citeshttps://doi.org/10.1007/s11252-022-01265-0openalex-snapshot
Constructing ecological indices for urban environments using species distribution models
inferred← citeshttps://doi.org/10.1007/s11252-024-01526-0openalex-snapshot
Discovering urban nature: citizen science and biodiversity on a university campus
inferred← citeshttps://doi.org/10.1007/s11252-024-01593-3openalex-snapshot
Socio-environmental drivers of human-nature interactions in urban green spaces
inferred← citeshttps://doi.org/10.1007/s11252-025-01794-4openalex-snapshot
Teamwork makes the dream work: combining community science and expert-led surveys to study urban plant richness and composition
inferred← citeshttps://doi.org/10.1007/s11252-026-01927-3openalex-snapshot
Segregation, socioeconomics, and urban design produce spatial bias in community science biodiversity data: A case study in Saint Louis, Missouri, USA
inferred← citeshttps://doi.org/10.1007/s11252-026-01945-1openalex-snapshot
A SWOT analysis of a citizen science BioBlitz event for recording biodiversity on green roofs in Portugal
inferred← citeshttps://doi.org/10.1007/s11252-026-02097-yopenalex-snapshot
Beyond BioBlitzes: expert-led and occasional citizen science both shape urban biodiversity data — a case study from Siena, Italy
inferred← citeshttps://doi.org/10.1007/s12526-024-01462-4openalex-snapshot
Historical insights, current challenges: tracking marine biodiversity in an urban harbor ecosystem in the face of climate change
inferred← citeshttps://doi.org/10.1007/s42690-026-02010-2openalex-snapshot
Diversity, distribution, and functional traits of bee assemblages across habitat types in Matobo National Park, Zimbabwe
inferred← citeshttps://doi.org/10.1007/s42991-026-00592-5openalex-snapshot
Evaluating citizen science data for investigating coat colour polymorphism in black bears (Ursus americanus)
inferred← citeshttps://doi.org/10.1016/b978-0-12-822562-2.00329-7openalex-snapshot
Biodiversity Informatics
inferred← citeshttps://doi.org/10.1016/b978-0-443-31574-9.00032-2openalex-snapshot
Volunteered geographic information and crowdsourcing in geographic practice: A unifying conceptual framework
inferred← citeshttps://doi.org/10.1016/j.agee.2025.110111openalex-snapshot
Powerful flowers: Public perception of grassland aesthetics is strongly related to management and biodiversity
inferred← citeshttps://doi.org/10.1016/j.agrformet.2022.109133openalex-snapshot
Citizen science helps predictions of climate change impact on flowering phenology: A study on Anemone nemorosa
inferred← citeshttps://doi.org/10.1016/j.apgeog.2023.102916openalex-snapshot
Who, where, when: Observer behavior influences spatial and temporal patterns of iNaturalist participation
inferred← citeshttps://doi.org/10.1016/j.aquabot.2025.103928openalex-snapshot
Using molecular phylogenetic analyses to assess the timing and biogeography of aquatic plant origins
inferred← citeshttps://doi.org/10.1016/j.baae.2025.02.002openalex-snapshot
Moving north under the eye of the public: The dispersal ecology of the Nosferatu spider, documented by citizen scientists
inferred← citeshttps://doi.org/10.1016/j.biocon.2022.109735openalex-snapshot
Biodiversity data synthesis is critical for realizing a functional post-2020 framework
inferred← citeshttps://doi.org/10.1016/j.biocon.2024.110490openalex-snapshot
Optimizing community science contributions in ecology: A case study on Zooniverse's ‘Chicago wildlife watch’
inferred← citeshttps://doi.org/10.1016/j.biocon.2025.111552openalex-snapshot
Increasing the credibility of conservation plans through citizen science
inferred← citeshttps://doi.org/10.1016/j.cois.2023.101081openalex-snapshot
Community scientists produce open data for understanding insects and climate change
inferred← citeshttps://doi.org/10.1016/j.cois.2026.101564openalex-snapshot
Automating pollinator identification using artificial intelligence and participatory science
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2024.102938openalex-snapshot
The crane radar: Development and deployment of an operational eco-digital twin
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2025.103065openalex-snapshot
Deep sea spy: An online citizen science annotation platform for science and ocean literacy
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2025.103129openalex-snapshot
Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2025.103278openalex-snapshot
Challenges of passive citizen science in ecology within a shifting social media landscape
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2026.103817openalex-snapshot
BATLAS: A scalable citizen science platform for integrating biodiversity monitoring data with automatic population trend analysis
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2026.103897openalex-snapshot
Tree-quest: A citizen science app for collecting single-tree information
inferred← citeshttps://doi.org/10.1016/j.ecolind.2026.115506openalex-snapshot
From online traces to upstream surveillance: Large language models uncover the hidden status of non-native freshwater apex predators in China
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2026.111474openalex-snapshot
Non-detection by citizen scientists modeled as a function of visit characteristics
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2026.111782openalex-snapshot
Two approaches are better than one: Combining structured monitoring and unstructured citizen science data to improve estimates of bird population dynamics
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2026.111793openalex-snapshot
When n is not enough: Assessing the interplay of spatial sampling error and sample selection in abundance estimation
inferred← citeshttps://doi.org/10.1016/j.foreco.2025.122819openalex-snapshot
A legacy ecological survey and species distribution models reveal the mid-20th century niche of American chestnut (Castanea dentata [Marsh.] Borkh.) in Monroe County, New York State, US
inferred← citeshttps://doi.org/10.1016/j.gecco.2023.e02734openalex-snapshot
Changes in reptile and amphibian communities across urbanization gradients in eastern North America
inferred← citeshttps://doi.org/10.1016/j.gecco.2026.e04353openalex-snapshot
Impacts of land cover and public perception on butterfly records across a subtropical megacity
inferred← citeshttps://doi.org/10.1016/j.ijgeop.2023.07.002openalex-snapshot
Citizen science practice around Lake Pamvotis and the Ioannina Castle: Using iNaturalist to foster connectedness to nature in citizens and university students
inferred← citeshttps://doi.org/10.1016/j.isci.2022.104784openalex-snapshot
Computer vision for assessing species color pattern variation from web-based community science images
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2025.04.021openalex-snapshot
Efficient large-scale vegetation mapping at the formation level using multi-source data: A case study in Beijing, China
inferred← citeshttps://doi.org/10.1016/j.jag.2025.104913openalex-snapshot
Large-scale tidal wetland mapping based on point-sample-driven debiased and label noise learning: A case study in Asia
inferred← citeshttps://doi.org/10.1016/j.japb.2026.02.007openalex-snapshot
Accessibility bias and the road-map effect in biodiversity data across Central Asia and Afghanistan
inferred← citeshttps://doi.org/10.1016/j.jenvman.2026.128931openalex-snapshot
Parallel concepts and future opportunities across the biological control and invasion sciences
inferred← citeshttps://doi.org/10.1016/j.jnc.2024.126689openalex-snapshot
Citizen science engagement reveals patterns of long-term persistence of an at risk butterfly in three metropolitan centers
inferred← citeshttps://doi.org/10.1016/j.jnc.2025.127001openalex-snapshot
Improving data reliability in community science projects with post-validation criteria
inferred← citeshttps://doi.org/10.1016/j.jort.2025.100976openalex-snapshot
Visitation to National Parks: Harnessing user-created content from a citizen science platform to assess temporal and spatial patterns in tourism and recreation
inferred← citeshttps://doi.org/10.1016/j.landurbplan.2026.105582openalex-snapshot
Effects of rapid urbanisation on human–snake conflicts in a tropical mega-city: Challenges to biodiversity conservation and healthcare systems
inferred← citeshttps://doi.org/10.1016/j.ophoto.2022.100016openalex-snapshot
Transfer learning from citizen science photographs enables plant species identification in UAV imagery
inferred← citeshttps://doi.org/10.1016/j.pecon.2024.02.001openalex-snapshot
Declining representation of imperiled Atlantic Forest birds in community-science datasets
inferred← citeshttps://doi.org/10.1016/j.procir.2026.05.159openalex-snapshot
Scan your Trash: Exploring Participatory Data Capture to enrich Object Detection Datasets for Post-Consumer Plastic Sorting
inferred← citeshttps://doi.org/10.1016/j.rsma.2026.105023openalex-snapshot
Under the radar: A contemporary assessment of Bahamian batoids
inferred← citeshttps://doi.org/10.1016/j.tplants.2023.03.019openalex-snapshot
Achieving zero extinction for land plants
inferred← citeshttps://doi.org/10.1016/j.tree.2023.04.007openalex-snapshot
The Internet of Animals: what it is, what it could be
inferred← citeshttps://doi.org/10.1016/j.tree.2023.08.004openalex-snapshot
A globally integrated structure of taxonomy to support biodiversity science and conservation
inferred← citeshttps://doi.org/10.1016/j.ufug.2025.129129openalex-snapshot
Community engagement in urban habitat creation for the Rusty Patched Bumble Bee (Bombus affinis) indicates the potential of conservation in private yards
inferred← citeshttps://doi.org/10.1016/j.ufug.2026.129262openalex-snapshot
Resource phenology and transient dynamics shape urban avian guild stability: A modeling framework for urban green planning
inferred← citeshttps://doi.org/10.1017/ext.2024.22openalex-snapshot
Global threat status, rarity, and species distribution affect prevalence of Atlantic Forest endemic birds in citizen-collected datasets
inferred← citeshttps://doi.org/10.1029/2025wr040019openalex-snapshot
Assimilation of Community Science Data to Improve Mountain Snow Distribution Estimates
inferred← citeshttps://doi.org/10.1038/s41467-026-68996-yopenalex-snapshot
Crowdsourced biodiversity monitoring fills gaps in global plant trait mapping
inferred← citeshttps://doi.org/10.1038/s41559-022-01904-xopenalex-snapshot
Citizen science plant observations encode global trait patterns
inferred← citeshttps://doi.org/10.1038/s41559-026-03084-4openalex-snapshot
Synthetic control methods enable stronger causal inference using participatory science data in cities
inferred← citeshttps://doi.org/10.1038/s41598-021-00265-yopenalex-snapshot
Analyzing a phenological anomaly in Yucca of the southwestern United States
inferred← citeshttps://doi.org/10.1038/s41598-022-15218-2openalex-snapshot
Decision-making of citizen scientists when recording species observations
inferred← citeshttps://doi.org/10.1038/s41598-025-18982-zopenalex-snapshot
Investigating invasion patterns of Callinectes sapidus and the relation with research effort and climate change in the Mediterranean Sea
inferred← citeshttps://doi.org/10.1038/s42003-023-04873-4openalex-snapshot
Weather anomalies more important than climate means in driving insect phenology
inferred← citeshttps://doi.org/10.1038/s43247-024-01807-8openalex-snapshot
Phenological response to climatic change depends on spring warming velocity
inferred← citeshttps://doi.org/10.1071/wr24060openalex-snapshot
Using citizen science records from iNaturalist to document geographical range outliers in Australian skinks
inferred← citeshttps://doi.org/10.1073/pnas.2306723120openalex-snapshot
Sex-dependent phenological responses to climate vary across species’ ranges
inferred← citeshttps://doi.org/10.1073/pnas.2318296121openalex-snapshot
Deep learning models map rapid plant species changes from citizen science and remote sensing data
inferred← citeshttps://doi.org/10.1080/00218839.2026.2647998openalex-snapshot
Biology of Iraí ( Nannotrigona testaceicornis (Lepeletier, 1836)) (Hymenoptera: Apidae, Meliponini): systematic review of an important species for meliponiculture
inferred← citeshttps://doi.org/10.1080/00779962.2025.2602985openalex-snapshot
Comparing records of exotic insects between citizen science observations and taxonomic collections
inferred← citeshttps://doi.org/10.1080/03721426.2026.2667570openalex-snapshot
Citizen science records of Australian water dragons (Agamidae, Intellagama lesueurii ) in South Australia
inferred← citeshttps://doi.org/10.1080/10095020.2025.2588034openalex-snapshot
Advancing smart disaster response by leveraging social sensing and mobile technology
inferred← citeshttps://doi.org/10.1080/14616688.2026.2711904openalex-snapshot
Serious ecotourists: discovering a new tourism segment with crowdsourced geo-information
inferred← citeshttps://doi.org/10.1080/15230406.2023.2293891openalex-snapshot
A web-based geovisualization framework for exploratory analysis of individual VGI contributor’s participation characteristics
inferred← citeshttps://doi.org/10.1080/21548455.2023.2217472openalex-snapshot
Young people in iNaturalist: a blended learning framework for biodiversity monitoring
inferred← citeshttps://doi.org/10.1080/21564574.2023.2263464openalex-snapshot
Testing the thermal melanism hypothesis for Cape Cobras ( Naja nivea ) using community science photographic data
inferred← citeshttps://doi.org/10.1080/21564574.2024.2337638openalex-snapshot
Patterned, plain, and in-between: An assessment of ecogeographic divergence between colour pattern morphs of the common egg-eater Dasypeltis scabra
inferred← citeshttps://doi.org/10.1086/737468openalex-snapshot
Viral-Induced Flower Color Breaking Reveals That Turnip Mosaic Virus Infection Prevalence Increases with Urbanization in the Invasive Mustard Hesperis matronalis
inferred← citeshttps://doi.org/10.1086/739413openalex-snapshot
High-Throughput iNaturalist Image Analysis Reveals Flower Color Divergence in Monarda fistulosa
inferred← citeshttps://doi.org/10.1093/aesa/saad021openalex-snapshot
Online community photo-sharing in entomology: a large-scale review with suggestions on best practices
inferred← citeshttps://doi.org/10.1093/aesa/saae014openalex-snapshot
Bee monitoring by community scientists: comparing a collections-based program with iNaturalist
inferred← citeshttps://doi.org/10.1093/aob/mcag035openalex-snapshot
Random and non-random variation in flower colour along an urban–rural gradient in the introduced mustard Hesperis matronalis
inferred← citeshttps://doi.org/10.1093/aobpla/plae058openalex-snapshot
Cross-continental comparison of plant reproductive phenology shows high intraspecific variation in temperature sensitivity
inferred← citeshttps://doi.org/10.1093/biosci/biad012openalex-snapshot
Experimental evidence that behavioral nudges in citizen science projects can improve biodiversity data
inferred← citeshttps://doi.org/10.1093/biosci/biad051openalex-snapshot
Identifying the identifiers: How iNaturalist facilitates collaborative, research-relevant data generation and why it matters for biodiversity science
inferred← citeshttps://doi.org/10.1093/biosci/biae012openalex-snapshot
The city nature challenge: A global citizen science phenomenon contributing to biodiversity knowledge and informing local government practices
inferred← citeshttps://doi.org/10.1093/biosci/biae070openalex-snapshot
Going global by going local: Impacts and opportunities of geographically focused data integration
inferred← citeshttps://doi.org/10.1093/biosci/biaf104openalex-snapshot
iNaturalist accelerates biodiversity research
inferred← citeshttps://doi.org/10.1093/biosci/biaf197openalex-snapshot
City Nature Challenged: Reflections on the Experience of UK City Nature Challenge Organizers
inferred← citeshttps://doi.org/10.1093/biosci/biag080openalex-snapshot
What do early engagement patterns reveal about community scientists? Assessing behavior and interests among Great Lakes Budburst users
inferred← citeshttps://doi.org/10.1093/biosci/biag135openalex-snapshot
Guidelines and best practices for the scientific use of global iNaturalist data
inferred← citeshttps://doi.org/10.1093/database/baae036openalex-snapshot
Collecting and managing in situ banana genetic resources information (Musa spp.) using online resources and citizen science
inferred← citeshttps://doi.org/10.1093/ee/nvac107openalex-snapshot
Specialist Herbivore Performance on Introduced Plants During Native Host Decline
inferred← citeshttps://doi.org/10.1093/ee/nvae082openalex-snapshot
Catching invasives with curiosity: the importance of passive biosecurity surveillance systems for invasive forest pest detection
inferred← citeshttps://doi.org/10.1093/jisesa/ieag018openalex-snapshot
Annotated checklist of the butterflies (Lepidoptera: Papilionoidea) of Burkina Faso, West Africa—synthesis and new occurrences
inferred← citeshttps://doi.org/10.1093/jmammal/gyad114openalex-snapshot
Social media as a tool to understand the distribution and ecology of elusive mammals
inferred← citeshttps://doi.org/10.1093/jmammal/gyag025openalex-snapshot
A global tour of iNaturalist mammal data: status, trends, and outlook for macroecology and conservation
inferred← citeshttps://doi.org/10.1093/mollus/eyae038openalex-snapshot
Guardians of the clams: a decadal monitoring effort of endangered giant clams by citizen scientists
inferred← citeshttps://doi.org/10.1093/ornithapp/duae024openalex-snapshot
Despite short-lived changes, COVID-19 pandemic had minimal large-scale impact on citizen science participation in India
inferred← citeshttps://doi.org/10.1093/ornithology/ukag008openalex-snapshot
Citizen science provides an unprecedented glimpse into the diets of Astur cooperii (Cooper’s Hawk) and Accipiter striatus (Sharp-shinned Hawk)
inferred← citeshttps://doi.org/10.1098/rsbl.2022.0403openalex-snapshot
Colour scales with climate in North American ratsnakes: a test of the thermal melanism hypothesis using community science images
inferred← citeshttps://doi.org/10.1098/rsbl.2025.0343openalex-snapshot
Rodent indent not self-evident: a case of mistaken identity of the ‘Chicago Rat Hole’
inferred← citeshttps://doi.org/10.1098/rsos.251218openalex-snapshot
iNaturalist and Early Detection & Distribution Mapping System provide complementary data for monitoring non-native herpetofauna in Florida
inferred← citeshttps://doi.org/10.1098/rsos.260267openalex-snapshot
Anthropogenic modification shifts pollinator phenology in the eastern USA
inferred← citeshttps://doi.org/10.1098/rspb.2025.2527openalex-snapshot
How monitoring matters for nature conservation: 15 reasons framed in a theory of change
inferred← citeshttps://doi.org/10.1098/rstb.2023.0102openalex-snapshot
Systematic challenges and opportunities in insect monitoring: a Global South perspective
inferred← citeshttps://doi.org/10.1098/rstb.2023.0106openalex-snapshot
Emerging technologies in citizen science and potential for insect monitoring
inferred← citeshttps://doi.org/10.1101/2021.12.05.471316openalex-snapshot
Utilizing occupancy-detection models with museum specimen data: promise and pitfalls
inferred← citeshttps://doi.org/10.1101/2022.09.16.508269openalex-snapshot
How do age, available support, gender and attitudes affect the quality of data collected by young citizen scientists in an ecological research project?
inferred← citeshttps://doi.org/10.1101/2023.05.05.539567openalex-snapshot
Predicting the timing of ecological phenomena across regions using citizen science data
inferred← citeshttps://doi.org/10.1101/2023.07.30.551166openalex-snapshot
Veni, vidi, vici? Future spread and ecological impacts of a rapidly-expanding invasive predator population
inferred← citeshttps://doi.org/10.1101/2023.12.05.570260openalex-snapshot
Using Unstructured Crowd-sourced Data to Evaluate Urban Tolerance of Terrestrial Native Species within a California Mega-City
inferred← citeshttps://doi.org/10.1101/2024.05.10.593424openalex-snapshot
Keys to the cabinet: unlocking biodiversity data in public entomology collections
inferred← citeshttps://doi.org/10.1101/2024.12.10.627845openalex-snapshot
A generative deep learning method for global species distribution prediction
inferred← citeshttps://doi.org/10.1101/2025.02.08.637263openalex-snapshot
From citizen to scientist: evaluating ant observation accuracy on a Mediterranean archipelago
inferred← citeshttps://doi.org/10.1101/2025.03.10.641660openalex-snapshot
From smartphones to satellites: Uniting crowdsourced biodiversity monitoring and Earth observation to fill the gaps in global plant trait mapping
inferred← citeshttps://doi.org/10.1101/2025.04.22.650098openalex-snapshot
Random and non-random variation in flower color along an urban-rural gradient in the introduced mustard Hesperis matronalis
inferred← citeshttps://doi.org/10.1101/2025.05.09.653185openalex-snapshot
Two decades of satellite images reveal the spatial and temporal dynamics of leafy spurge invasion and improve species distribution models
inferred← citeshttps://doi.org/10.1101/2025.08.08.669145openalex-snapshot
Global monitoring of wildlife mortality through participatory science in near-real time
inferred← citeshttps://doi.org/10.1101/2025.09.06.674602openalex-snapshot
Seeing Above and Below the Canopy: Modeling and Interpreting Species Occupancy with Multimodal Habitat Representations
inferred← citeshttps://doi.org/10.1101/2025.10.15.682594openalex-snapshot
Disparity in the Distribution of Suitable Habitat: A Metric for Capturing and Tracking Responses to Urbanized Landscapes
inferred← citeshttps://doi.org/10.1109/ic3ina72033.2026.11714834openalex-snapshot
Spatiotemporal Environmental Monitoring of Butterfly Diversity in Indonesia Using Citizen Science Data
inferred← citeshttps://doi.org/10.1111/1365-2435.14543openalex-snapshot
Overwintering strategy regulates phenological sensitivity and consequences for ecological services in a clade of temperate North American insects
inferred← citeshttps://doi.org/10.1111/1365-2656.13763openalex-snapshot
Challenges and opportunities for using natural history collections to estimate insect population trends
inferred← citeshttps://doi.org/10.1111/1365-2656.70210openalex-snapshot
Should you use data integration for your distribution model?
inferred← citeshttps://doi.org/10.1111/1365-2745.70185openalex-snapshot
Temperature and precipitation explain species‐specific phenological patterns in five native California milkweed species ( Asclepias spp.)
inferred← citeshttps://doi.org/10.1111/2041-210x.13834openalex-snapshot
Outstanding challenges and future directions for biodiversity monitoring using citizen science data
inferred← citeshttps://doi.org/10.1111/2041-210x.13896openalex-snapshot
Occupancy–detection models with museum specimen data: Promise and pitfalls
inferred← citeshttps://doi.org/10.1111/2041-210x.13968openalex-snapshot
AngleCam : Predicting the temporal variation of leaf angle distributions from image series with deep learning
inferred← citeshttps://doi.org/10.1111/2041-210x.70081openalex-snapshot
PhenoVision : A framework for automating and delivering research‐ready plant phenology data from field images
inferred← citeshttps://doi.org/10.1111/aec.13472openalex-snapshot
Seasonal and spatial patterns of infestation with ectoparasitic mites on New Zealand geckos revealed using a crowd‐sourced citizen science database
inferred← citeshttps://doi.org/10.1111/aec.70272openalex-snapshot
The Sounds of the Australian Summer: A Continental‐Scale Inventory of Cicada Ecoacoustics
inferred← citeshttps://doi.org/10.1111/btp.13369openalex-snapshot
Tropical cities as windows into the ecosystems of our present and future
inferred← citeshttps://doi.org/10.1111/btp.70272openalex-snapshot
Urban Environments Reshape Reproductive Phenology in Plants Across the Tropics
showing the first 200 of 328 · page through all 328
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.