Comparison of large-scale citizen science data and long-term study data for phenology modeling

How training citizen scientists affects the accuracy and precision of phenological data

(2018) Richard E. Feldman et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Intercomparison of phenological transition dates derived from the PhenoCam Dataset V1.0 and MODIS satellite remote sensing

(2018) Andrew D. Richardson et al.   Scientific Reports

Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery

(2018) Andrew D. Richardson et al.   Scientific Data

Interactions between bee foraging and floral resource phenology shape bee populations and communities

(2017) Jane E Ogilvie et al.   Current Opinion in Insect Science

USA National Phenology Network’s volunteer-contributed observations yield predictive models of phenological transitions

(2017) Theresa M. Crimmins et al.   PLoS One

Evaluating phenological models for the prediction of leaf-out dates in six temperate tree species across central Europe

(2016) David Basler   AGRICULTURAL AND FOREST METEOROLOGY

Multiscale modeling of spring phenology across Deciduous Forests in the Eastern United States

(2016) Eli K. Melaas et al.   GLOBAL CHANGE BIOLOGY

Can phenological models predict tree phenology accurately in the future? The unrevealed hurdle of endodormancy break

(2016) Isabelle Chuine et al.   GLOBAL CHANGE BIOLOGY

Emerging opportunities and challenges in phenology: a review

(2016) Jianwu Tang et al.   Ecosphere

Predicting a change in the order of spring phenology in temperate forests

(2015) Adrian M.I. Roberts et al.   GLOBAL CHANGE BIOLOGY

Estimating the onset of spring from a complex phenology database: trade-offs across geographic scales

(2015) Katharine L. Gerst et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Dates and Times Made Easy withlubridate

(2015) Garrett Grolemund et al.   Journal of Statistical Software

Process-based models not always better than empirical models for simulating budburst of Norway spruce and birch in Europe

(2014) Cecilia Olsson et al.   GLOBAL CHANGE BIOLOGY

Assessing accuracy in citizen science-based plant phenology monitoring

(2014) Kerissa K. Fuccillo et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Standardized phenology monitoring methods to track plant and animal activity for science and resource management applications

(2014) Ellen G. Denny et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Shifts in flowering phenology reshape a subalpine plant community

(2014) Paul J. CaraDonna et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Realising the full potential of citizen science monitoring programs

(2013) Ayesha I.T. Tulloch et al.   BIOLOGICAL CONSERVATION

Nonlinear flowering responses to climate: are species approaching their limits of phenological change?

(2013) A. M. Iler et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Shortcomings of classical phenological forcing models and a way to overcome them

(2012) Klaus Blümel et al.   AGRICULTURAL AND FOREST METEOROLOGY

Climate change, phenology, and phenological control of vegetation feedbacks to the climate system

(2012) Andrew D. Richardson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Forecasting phenology: from species variability to community patterns

(2012) Jeffrey M. Diez et al.   ECOLOGY LETTERS

From Caprio's lilacs to the USA National Phenology Network

(2012) Mark D Schwartz et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Predicting changes in temperate forest budburst using continental-scale observations and models

(2012) Su-Jong Jeong et al.   GEOPHYSICAL RESEARCH LETTERS

Regional unified model-based leaf unfolding prediction from 1960 to 2009 across northern China

(2012) Lin Xu et al.   GLOBAL CHANGE BIOLOGY

Warming experiments underpredict plant phenological responses to climate change

(2012) E. M. Wolkovich et al.   NATURE

Divergent responses to spring and winter warming drive community level flowering trends

(2012) B. I. Cook et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Parallel distributed computing using Python

(2011) Lisandro D. Dalcin et al.   ADVANCES IN WATER RESOURCES

Terrestrial biosphere models need better representation of vegetation phenology: results from the North American Carbon Program Site Synthesis

(2011) Andrew D. Richardson et al.   GLOBAL CHANGE BIOLOGY

Citizen Science as an Ecological Research Tool: Challenges and Benefits

(2010) Janis L. Dickinson et al.   Annual Review of Ecology Evolution and Systematics

Reconciling multiple data sources to improve accuracy of large-scale prediction of forest disease incidence

(2010) Ephraim M. Hanks et al.   ECOLOGICAL APPLICATIONS

Data-intensive Science: A New Paradigm for Biodiversity Studies

(2009) Steve Kelling et al.   BIOSCIENCE

Global change and species interactions in terrestrial ecosystems

(2008) Jason M. Tylianakis et al.   ECOLOGY LETTERS

Regional phenological models for forecasting the start and peak of the Quercus pollen season in Spain

(2007) H. García-Mozo et al.   AGRICULTURAL AND FOREST METEOROLOGY