The resources and products from FLARE include papers, data, educational modules, and software:
Technical papers
Thomas, R.Q, R.P. McClure, T.N. Moore, W.M. Woelmer, C. Boettiger, R.J. Figueiredo, R.T. Hensley, C.C. Carey, “Near-term forecasts of NEON lakes reveal gradients of environmental predictability across the U.S.”, Accepted Frontiers in Ecology and Environment, 222. Pre-print: https://doi.org/10.1002/essoar.10510642.1
Woelmer, Whitney M. and Bradley, L. M. and Haber, Lisa T. and Klinges, David H. and Lewis, Abigail S. and Mohr, Elizabeth J. and Torrens, Christa L. and Wheeler, Kathryn I. and Willson, Alyssa M., “Ten simple rules for training yourself in an emerging field.”, PLOS Computational Biolog, 17(10), 2021. doi:https://doi.org/10.1371/journal.pcbi.1009440
Hounshell, Alexandria G. and Farrell, Kaitlin J. and Carey, Cayelan C., “Macrosystems EDDIE Teaching Modules Increase Students’ Ability to Define, Interpret, and Apply Concepts in Macrosystems Ecology.”, Education Sciences, 11(8), 2021. doi:https://doi.org/10.3390/educsci11080382
Daneshmand, Vahid and Breef-Pilz, Adrienne and Carey, Cayelan C. and Jin, Yuqi and Ku, Yun-Jung and Subratie, Kensworth C. and Thomas, R. Quinn and Figueiredo, Renato J., “Edge-to-cloud Virtualized Cyberinfrastructure for Near Real-time Water Quality Forecasting in Lakes and Reservoirs.”, 2021 IEEE 17th International Conference on eScience (eScience). doi:https://doi.org/10.1109/eScience51609.2021.00024
McClure, Ryan P. and Schreiber, Madeline E. and Lofton, Mary E. and Chen, Shengyang and Krueger, Kathryn M. and Carey, Cayelan C., (2021). “Ecosystem-Scale Oxygen Manipulations Alter Terminal Electron Acceptor Pathways in a Eutrophic Reservoir.”, Ecosystems, 24(6), 2021. doi:https://doi.org/10.1007/s10021-020-00582-9
Hounshell, Alexandria G. and McClure, Ryan P. and Lofton, Mary E. and Carey, Cayelan C., “Whole‐ecosystem oxygenation experiments reveal substantially greater hypolimnetic methane concentrations in reservoirs during anoxia.”, Limnology and Oceanography Letters, 6(1), 2021. doi:https://doi.org/10.1002/lol2.10173
Howard, Dexter W. and Hounshell, Alexandria G. and Lofton, Mary E. and Woelmer, Whitney M. and Hanson, Paul C. and Carey, Cayelan C, “Variability in fluorescent dissolved organic matter concentrations across diel to seasonal time scales is driven by water temperature and meteorology in a eutrophic reservoir.”, Aquatic Sciences, 83(2), 2021. doi:https://doi.org/10.1007/s00027-021-00784-w
Moore, Tadhg N. and Mesman, Jorrit P. and Ladwig, Robert and Feldbauer, Johannes and Olsson, Freya and Pilla, Rachel M. and Shatwell, Tom and Venkiteswaran, Jason J. and Delany, Austin D. and Dugan, Hilary and Rose, Kevin C. and Read, Jordan S., “LakeEnsemblR: An R package that facilitates ensemble modelling of lakes.”, Environmental Modelling & Software, 143(C) 105101, 2021. doi:https://doi.org/10.1016/j.envsoft.2021.105101
Thomas, R. Quinn and Figueiredo, Renato J. and Daneshmand, Vahid and Bookout, Bethany J. and Puckett, Laura K. and Carey, Cayelan C., “A Near‐Term Iterative Forecasting System Successfully Predicts Reservoir Hydrodynamics and Partitions Uncertainty in Real Time.”, Water Resources Research, 56(11), 2020. doi:https://doi.org/10.1029/2019WR026138
Carey, Cayelan C. and Farrell, Kaitlin J. and Hounshell, Alexandria G. and O’Connell, Kristin, “Macrosystems EDDIE teaching modules significantly increase ecology students’ proficiency and confidence working with ecosystem models and use of systems thinking.”, Ecology and Evolution, 10(22), 2020. doi:https://doi.org/10.1002/ece3.6757
Cottingham, Kathryn L. and Weathers, Kathleen C. and Ewing, Holly A. and Greer, Meredith L. and Carey, Cayelan C. and Moisander, ed.,
“Predicting the effects of climate change on freshwater cyanobacterial blooms requires consideration of the complete cyanobacterial life cycle.”,
Journal of Plankton Research, 43(1), 2020.
doi:https://doi.org/10.1093/plankt/fbaa059
Data packages
Carey, C.C., J.H. Wynne, H.L. Wander, R.P. McClure, K.J. Farrell, A. Breef-Pilz, J.P. Doubek, A.B. Gerling, K.D. Hamre, A.G. Hounshell, A.S. Lewis, M.E. Lofton, and W.M. Woelmer. Secchi depth data and discrete depth profiles of photosynthetically active radiation, temperature, dissolved oxygen, and pH for Beaverdam Reservoir, Carvins Cove Reservoir, Falling Creek Reservoir, Gatewood Reservoir, and Spring Hollow Reservoir in southwestern Virginia, USA 2013-2020 ver 8. Environmental Data Initiative. https://doi.org/10.6073/pasta/3e9f27971e353c8a80840b5e99a67d0c
Carey, C.C., A. Breef-Pilz, B.J. Bookout, M.E. Lofton, and R.P. McClure. Time series of high-frequency meteorological data at Falling Creek Reservoir, Virginia, USA 2015-2020 ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/890e4c11f4348b3ceda802732ffa48b4
Carey, C.C., A. Breef-Pilz, and B.J. Bookout. Time series of high-frequency sensor data measuring water temperature, dissolved oxygen, pressure, conductivity, specific conductance, total dissolved solids, chlorophyll a, phycocyanin, and fluorescent dissolved organic matter at discrete depths in Beaverdam Reservoir, Virginia, USA 2020 ver 1. Environmental Data Initiative. https://doi.org/10.6073/pasta/9a4877016583357cf04b8f68eb53b648
Carey, C.C., A.G. Hounshell, M.E. Lofton, F. Birgand, B.J. Bookout, R.S. Corrigan, A.B. Gerling, R.P. McClure, and W.M. Woelmer. Discharge time series for the primary inflow tributary entering Falling Creek Reservoir, Vinton, Virginia, USA 2013-2021 ver 7. Environmental Data Initiative. https://doi.org/10.6073/pasta/8d22a432aac5560b0f45aa1b21ae4746
Carey, C.C., A.S. Lewis, R.P. McClure, A.B. Gerling, S. Chen, A. Das, J.P. Doubek, D.W. Howard, M.E. Lofton, K.D. Hamre, and H.L. Wander. Time series of high-frequency profiles of depth, temperature, dissolved oxygen, conductivity, specific conductivity, chlorophyll a, turbidity, pH, oxidation-reduction potential, photosynthetic active radiation, and descent rate for Beaverdam Reservoir, Carvins Cove Reservoir, Falling Creek Reservoir, Gatewood Reservoir, and Spring Hollow Reservoir in Southwestern Virginia, USA 2013-2020 ver 11. Environmental Data Initiative. https://doi.org/10.6073/pasta/5448f9d415fd09e0090a46b9d4020ccc
Carey, C.C., H.L. Wander, W.M. Woelmer, M.E. Lofton, A. Breef-Pilz, J.P. Doubek, A.B. Gerling, A.G. Hounshell, R.P. McClure, and B.R. Niederlehner. 2021. Water chemistry time series for Beaverdam Reservoir, Carvins Cove Reservoir, Falling Creek Reservoir, Gatewood Reservoir, and Spring Hollow Reservoir in southwestern Virginia, USA 2013-2020 ver 9. Environmental Data Initiative. https://doi.org/10.6073/pasta/6343e979a970e8a2590b4a450e851dd2
Carey, C.C., M.E. Lofton, W.M. Woelmer, K.D. Hamre, A. Breef-Pilz, J.P. Doubek, and R.P. McClure. 2021. Time-series of high-frequency profiles of fluorescence-based phytoplankton spectral groups in Beaverdam Reservoir, Carvins Cove Reservoir, Falling Creek Reservoir, Gatewood Reservoir, and Spring Hollow Reservoir in southwestern Virginia, USA 2014-2020 ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/54d4bd2fee1e52e36e2b0f230912d2da
Carey, C.C., W.M. Woelmer, A.S. Lewis, A. Breef-Pilz, D.W. Howard, and B.J. Bookout. 2021. Time series of high-frequency sensor data measuring water temperature, dissolved oxygen, pressure, conductivity, specific conductance, total dissolved solids, chlorophyll a, phycocyanin, and fluorescent dissolved organic matter at discrete depths in Falling Creek Reservoir, Virginia, USA in 2018-2020 ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/88896f4a7208c9b7bddcf498258edf78
Hounshell, A.G., R.H. Thai, K.A. Peeler, D.T. Scott, and C.C. Carey. 2021. Time series of optical measurements (absorbance, fluorescence) for Beaverdam and Falling Creek Reservoir in Southwestern Virginia, USA 2019-2020 ver 1. Environmental Data Initiative. https://doi.org/10.6073/pasta/d1062b14ed1df86507414afe8d45dc75
Schreiber, M.E., K.M. Krueger, Z.W. Munger, N.W. Hammond, M.E. Lofton, R.P. McClure, and C.C. Carey. 2021. Time series of total and soluble iron and manganese concentrations from Falling Creek Reservoir and Beaverdam Reservoir in southwestern Virginia, USA from 2014 through 2020 ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/16aef1a227f489ba26274f36fde6b824