selected publications academic article Data science competition for cross-site individual tree species identification from airborne remote sensing data. Peerj. e16578. 2023 A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network. Elife. 2021 Estimating individual level plant traits at scale. Ecological applications : a publication of the Ecological Society of America. e2300. 2021 RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 11229-11239. 2021 A simulation study of the use of temporal occupancy for identifying core and transient species. PLoS One. e0241198. 2020 Automated data-intensive forecasting of plant phenology throughout the United States. Ecological applications : a publication of the Ecological Society of America. 2019 Comparison of large-scale citizen science data and long-term study data for phenology modeling. Ecology. 2019 Energetic equivalence underpins the size structure of tree and phytoplankton communities. Nature Communications. 255. 2019 A data science challenge for converting airborne remote sensing data into ecological information. Peerj. 2019 The Prevalence and Impact of Transient Species in Ecological Communities. Ecology. 99:1825-1835. 2018 Biotime: a Database of Biodiversity Time Series for the Anthropocene. Global Ecology and Biogeography. 27:760-786. 2018 Iterative Near-Term Ecological Forecasting: Needs, Opportunities, and Challenges. Proceedings of the National Academy of Sciences. 115:1424-1432. 2018 No General Relationship Between Mass and Temperature in Endothermic Species 2018 Forecasting biodiversity in breeding birds using best practices. Peerj. 2018 The proportion of core species in a community varies with spatial scale and environmental heterogeneity. Peerj. 2018 Skills and Knowledge for Data-Intensive Environmental Research. Bioscience. 67:546-557. 2017 An Extensive Comparison of Species-Abundance Distribution Models 2016 Comparing Process-Based and Constraint-Based Approaches for Modeling Macroecological Patterns 2016 Comparing Process-Based and Constraint-Based Approaches for Modeling Macroecological Patterns 2016
principal investigator on Data-Intensive Forecasting and Prediction for Ecological Systems awarded by Gordon and Betty C Moore Foundation 2014 - 2019