The impact of data quality filtering of opportunistic citizen science data on species distribution model performance

Incorporating Local Adaptation Into Species Distribution Modeling of Paeonia mairei, an Endemic Plant to China

(2020) Qihang Chen et al.   Frontiers in Plant Science

Integrating citizen science data with expert surveys increases accuracy and spatial extent of species distribution models

(2020) Orin J. Robinson et al.   DIVERSITY AND DISTRIBUTIONS

The recent past and promising future for data integration methods to estimate species’ distributions

(2019) David A. W. Miller et al.   Methods in Ecology and Evolution

Bunching up the background betters bias in species distribution models

(2019) Julien Vollering et al.   ECOGRAPHY

A database of threat statuses and life-history traits of Red List species in Flanders (northern Belgium)

(2019) Dirk Maes et al.   Biodiversity Data Journal

An evaluation of stringent filtering to improve species distribution models from citizen science data

(2019) Valerie A. Steen et al.   DIVERSITY AND DISTRIBUTIONS

Future distribution of wild boar in a highly anthropogenic landscape: Models combining hunting bag and citizen science data

(2019) Anneleen Rutten et al.   ECOLOGICAL MODELLING

The effect of sample size on the accuracy of species distribution models: considering both presences and pseudo-absences or background sites

(2018) Canran Liu et al.   ECOGRAPHY

Opportunistic citizen science data transform understanding of species distributions, phenology, and diversity gradients for global change research

(2018) Peter Soroye et al.   GLOBAL CHANGE BIOLOGY

Understanding the connections between species distribution models for presence-background data

(2018) Yan Wang et al.   Theoretical Ecology

Waarnemingen.be – Non-native plant and animal occurrences in Flanders and the Brussels Capital Region, Belgium

(2018) Kristijn Swinnen   BioInvasions Records

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Quality of non-expert citizen science data collected for habitat type conservation status assessment in Natura 2000 protected areas

(2017) A. S. Kallimanis et al.   Scientific Reports

Unstructured citizen science data fail to detect long-term population declines of common birds in Denmark

(2016) Johannes Kamp et al.   DIVERSITY AND DISTRIBUTIONS

Assessing data quality in citizen science

(2016) Margaret Kosmala et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Quality of citizen science data and its consequences for the conservation of skipper butterflies (Hesperiidae) in Flanders (northern Belgium)

(2016) Pieter Vantieghem et al.   JOURNAL OF INSECT CONSERVATION

Improving the forecast for biodiversity under climate change

(2016) M. C. Urban et al.   SCIENCE

Global threats from invasive alien species in the twenty-first century and national response capacities

(2016) Regan Early et al.   Nature Communications

Global change and local solutions: Tapping the unrealized potential of citizen science for biodiversity research

(2015) E.J. Theobald et al.   BIOLOGICAL CONSERVATION

Bias and information in biological records

(2015) Nick J. B. Isaac et al.   BIOLOGICAL JOURNAL OF THE LINNEAN SOCIETY

The use of opportunistic data for IUCN Red List assessments

(2015) Dirk Maes et al.   BIOLOGICAL JOURNAL OF THE LINNEAN SOCIETY

Capitalizing on opportunistic data for monitoring relative abundances of species

(2015) Christophe Giraud et al.   BIOMETRICS

Is my species distribution model fit for purpose? Matching data and models to applications

(2015) Gurutzeta Guillera-Arroita et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Global effects of land use on local terrestrial biodiversity

(2015) Tim Newbold et al.   NATURE

Point process models for presence-only analysis

(2015) Ian W. Renner et al.   Methods in Ecology and Evolution

Impacts of Species Misidentification on Species Distribution Modeling with Presence-Only Data

(2015) Hugo Costa et al.   ISPRS International Journal of Geo-Information

Uncertainty associated with survey design in Species Distribution Models

(2014) Geiziane Tessarolo et al.   DIVERSITY AND DISTRIBUTIONS

Spatial filtering to reduce sampling bias can improve the performance of ecological niche models

(2014) Robert A. Boria et al.   ECOLOGICAL MODELLING

Measuring the relative effect of factors affecting species distribution model predictions

(2014) Emeric Thibaud et al.   Methods in Ecology and Evolution

Statistics for citizen science: extracting signals of change from noisy ecological data

(2014) Nick J. B. Isaac et al.   Methods in Ecology and Evolution

Statistical solutions for error and bias in global citizen science datasets

(2013) Tomas J. Bird et al.   BIOLOGICAL CONSERVATION

The eBird enterprise: An integrated approach to development and application of citizen science

(2013) Brian L. Sullivan et al.   BIOLOGICAL CONSERVATION

The importance of correcting for sampling bias in MaxEnt species distribution models

(2013) Stephanie Kramer-Schadt et al.   DIVERSITY AND DISTRIBUTIONS

A practical guide to MaxEnt for modeling species’ distributions: what it does, and why inputs and settings matter

(2013) Cory Merow et al.   ECOGRAPHY

Predicting species distributions for conservation decisions

(2013) Antoine Guisan et al.   ECOLOGY LETTERS

Opportunistic citizen science data of animal species produce reliable estimates of distribution trends if analysed with occupancy models

(2013) Arco J. van Strien et al.   JOURNAL OF APPLIED ECOLOGY

Prevalence, thresholds and the performance of presence-absence models

(2013) Callum R. Lawson et al.   Methods in Ecology and Evolution

Observer effects and avian-call-count survey quality: Rare-species biases and overconfidence

(2012)   AUK

Sample sizes and model comparison metrics for species distribution models

(2012) B.B. Hanberry et al.   ECOLOGICAL MODELLING

Influence of grain size on species–habitat models

(2011) Thomas K. Gottschalk et al.   ECOLOGICAL MODELLING

Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling

(2011) Alberto Jiménez-Valverde   GLOBAL ECOLOGY AND BIOGEOGRAPHY

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

(2010) Kenneth P. Burnham et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Site-Occupancy Distribution Modeling to Correct Population-Trend Estimates Derived from Opportunistic Observations

(2010) MARC KÉRY et al.   CONSERVATION BIOLOGY

A statistical explanation of MaxEnt for ecologists

(2010) Jane Elith et al.   DIVERSITY AND DISTRIBUTIONS

eBird: A citizen-based bird observation network in the biological sciences

(2009) Brian L. Sullivan et al.   BIOLOGICAL CONSERVATION

The effect of prevalence and its interaction with sample size on the reliability of species distribution models

(2009) A. Jiménez-Valverde et al.   COMMUNITY ECOLOGY

Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data

(2009) Steven J. Phillips et al.   ECOLOGICAL APPLICATIONS

Inclusion of soil data improves the performance of bioclimatic envelope models for insect species distributions in temperate Europe

(2009) Nicolas Titeux et al.   JOURNAL OF BIOGEOGRAPHY

Effects of sample size on the performance of species distribution models

(2008) M. S. Wisz et al.   DIVERSITY AND DISTRIBUTIONS

Maximization of the sum of sensitivity and specificity as a diagnostic cutpoint criterion

(2008) Kim Kaivanto   JOURNAL OF CLINICAL EPIDEMIOLOGY

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY