- Program Head in Analytical Approaches and Spatial Stock Assessment, Groundfish Section, Stock Assessment and Research Division, Pacific Biological Station, Fisheries and Oceans Canada, Nanaimo, BC, Canada
- Associate Editor, the Canadian Journal of Fisheries and Aquatic Sciences
- Adjunct Professor, Department of Mathematics, Simon Fraser University
- David H. Smith Conservation Research Fellow, School of Aquatic and Fishery Sciences, University of Washington and Northwest Fisheries Science Center, Seattle, WA
- Postdoctoral Fellow, School of Resource and Environmental Management, Simon Fraser University
- Graduate Research Assistant, Department of Biological Sciences, Simon Fraser University
- Graduate Research Assistant, Department of Biology, Dalhousie University
- Ph.D. Biology, Simon Fraser University, Burnaby, Canada
Variance and extreme events in population ecology
Fulbright Scholar to the University of Washington in 2012–13
Dean of Graduate Studies Convocation Medal
- M.Sc. Biology, Dalhousie University, Halifax, Canada
Trends, drivers, and ecosystem effects of expanding global invertebrate fisheries
Canadian Governor General’s Academic Gold Medal
- B.Sc. (Hons.) Environmental Science, Dalhousie University, Halifax, Canada
First Class Honours & Environmental Programmes Honour Society Medal
- B.Sc. Candidate (Hons.) Kinesiology, University of Waterloo, Waterloo, Canada; transferred to Dalhousie University in 2004.
- Anderson, S.C., Mulberry, N., Edwards, A.M., Stockdale, J.E., Iyaniwura, S.A., Falcao, R.C., Otterstatter, M.C., Janjua, N.Z., Coombs, D., and Colijn, C. 2020. How much leeway is there to relax COVID-19 control measures? medRxiv 2020.06.12.20129833. https://doi.org/10.1101/2020.06.12.20129833.
- Barnett, L.A.K., E.J. Ward, S.C. Anderson. Improving estimates of species distribution change by incorporating local trends. In press at Ecography.
- Anderson, S.C., P.R. Elsen, B.B. Hughes, R.K. Tonietto, M.C. Bletz, D.A. Gill, M.A. Holgerson, S.E. Kuebbing, C. McDonough MacKenzie, M.H. Meek, D. Veríssimo. Trends in ecology and conservation over eight decades. In press at Frontiers in Ecology and the Environment.
- Anderson, S.C., A.M. Edwards, M. Yerlanov, N. Mulberry, J. Stockdale, S.A. Iyaniwura, R.C. Falcao, M.C. Otterstatter, M.A. Irvine, N.Z. Janjua, D. Coombs, C. Colijn. Quantifying the impact of COVID-19 control measures using a Bayesian model of physical distancing. In press at PLOS Computational Biology. medRxiv preprint: https://doi.org/10.1101/2020.04.17.20070086.
- Maureaud, A., R. Frelat, L. Pecuchet, N.L. Shackell, B. Merigot, M.L. Pinsky, K. Amador, S.C. Anderson, … (67 co-authors), J.T. Thorson. Are we ready to track climate-driven shifts in marine species across international boundaries? A global survey of scientific bottom trawl data. In press at Global Change Biology. https://doi.org/10.1111/gcb.15404.
- Cahill, C.L., S.C. Anderson, A.J. Paul. L. Macphearson, M.G. Sullivan, B. van Poorten, C. Walters, J.R. Post. A spatial-temporal approach to modeling somatic growth across recreational fisheries landscapes. Canadian Journal of Fisheries and Aquatic Science. 77(11):1822–1835. https://doi.org/10.1139/cjfas-2019-0434.
- Litzow, M.A., M.E. Hunsicker, E.J. Ward, S.C. Anderson, J. Gao , S. Zador, S. Batten , S. Dressel, J. Duffy-Anderson, E. Fergusson, R. Hopcroft, B.J. Laurel, R. O’Malley Evaluating ecosystem change as Gulf of Alaska temperature exceeds the limits of preindustrial variability. Progress in Oceanography. 186:102393. https://doi.org/10.1016/j.pocean.2020.102393
- Anderson, S.C., E.A. Keppel, A.M. Edwards. Reproducible visualization of raw fisheries data for 113 species improves transparency, assessment efficiency, and monitoringy. Fisheries. 45:535–543. https://doi.org/10.1002/fsh.10441. (Preprint PDF)
- Huynh, Q.C., A.R. Hordyk, R.E. Forrest, C.E. Porch, S.C. Anderson, T.R. Carruthers. The interim management procedure approach for assessed stocks: Responsive management advice and lower assessment frequency. In press at Fish and Fisheries. https://doi.org/10.1111/faf.12453.
- Free, C.M., O.P. Jensen, S.C. Anderson, N.L. Gutierrez, K.M. Kleisner, C. Longo, C. Minto, G.C. Osio, J.C. Walsh. Blood from a stone: performance of catch-only methods in estimating stock biomass status. Fisheries Research. 223:105452. https://doi.org/10.1016/j.fishres.2019.105452.
- Veríssimo, D., S.C. Anderson, M. Tlusty. Did the movie Finding Dory increase demand for blue tang fish? Ambio. 49:903–911. https://doi.org/10.1007/s13280-019-01233-7.
- Freshwater, C., S.C. Anderson, K.R. Holt, A.-M. Huang, C.A. Holt. Weakened portfolio effects constrain management effectiveness for population aggregates. Ecological Applications. 29(7):e01966. https://doi.org/10.1002/eap.1966.
- Ward, E.J., S.C. Anderson, L.A. Damiano, M.E. Hunsicker, M.A. Litzow. Modeling regimes with extremes: the ‘bayesdfa’ package for identifying and forecasting common trends and anomalies in multivariate time-series data. The R Journal. 11(2):46–55. https://doi.org/10.32614/RJ-2019-007.
- Afflerbach, J.C., M. Frazier, H.E. Froehlich, S.C. Anderson, B.S. Halpern. Quantifying uncertainty in the wild-caught fisheries goal of the Ocean Health Index. Fish and Fisheries. 20(2):343–354. https://doi.org/10.1111/faf.12346.
- Beaudreau, A.H., E.J. Ward, R.E. Brenner, A.O. Shelton, J.T. Watson, J.C. Womack, S.C. Anderson, A.C. Haynie, K.N. Marshall, B.C. Williams. Thirty years of change and the future of Alaskan fisheries: Shifts in fishing participation and diversification in response to environmental, regulatory, and economic pressures. Fish and Fisheries. 20(4):601–619. https://doi.org/10.1111/faf.12364.
- Harvey, B.J., R.A. Andrus, S.C. Anderson. Incorporating biophysical gradients and uncertainty into burn severity maps in a temperate fire-prone forested region. Ecosphere. 10(2):02600. https://doi.org/10.1002/ecs2.2600.
- Marshall, K.N., J.T. Duffy-Anderson, E.J. Ward, S.C. Anderson, M.E. Hunsicker, B.C. Williams. Long-term trends in ichthyoplankton assemblage structure, biodiversity, and synchrony in the Gulf of Alaska and their relationships to climate. Progress in Oceanography. 170:134–145. https://doi.org/10.1016/j.pocean.2018.11.002.
- Anderson, S.C., Ward, E. J. Black swans in space: modelling spatiotemporal processes with extremes. Ecology. 100(1):e02403. https://doi.org/10.1002/ecy.2403. glmmfields R package: CRAN, GitHub.
- Walsh, J.C., C. Minto, E. Jardim, S.C. Anderson, O.P. Jensen, J. Afflerbach, K.M. Kleisner, M. Dickey-Collas, C. Longo, G.C. Osio, E.R. Selig, J.T. Thorson, M.B. Rudd, K.J. Papacostas, J.N. Kittinger, A.A. Rosenberg, A.B. Cooper. Trade-offs for data-limited fisheries when using harvest strategies based on catch-only models. Fish and Fisheries. 19(6):1130–1146. https://doi.org/10.1111/faf.12316.
- Ward, E.J., S.C. Anderson, A.O. Shelton, R.E. Brenner, M.D. Adkison, A.H. Beaudreau, J.T. Watson, J.C. Shriver, A.C. Haynie, B.C. Williams. Effects of increased specialization on revenue of Alaskan salmon fishers over four decades. Journal of Applied Ecology. 55(3):1082–1091. https://doi.org/10.1111/1365-2664.13058.
- Hughes, B., S. Lummis, S.C. Anderson, K. Kroeker. Unexpected resilience of a seagrass system exposed to multiple stressors. Global Change Biology. 24(1) 224–234. https://doi.org/10.1111/gcb.13854.
- Rosenberg, A.A., K.M. Kleisner, J. Afflerbach, S.C. Anderson, M. Dickey-Collas, A.B. Cooper, M.J. Fogarty, E.A. Fulton, N.L. Gutiérrez, K.J.W. Hyde, E. Jardim, O.P. Jensen, T. Kristiansen, C. Longo, C.V. Minte-Vera, C. Minto, I. Mosqueira, G.C. Osio, D. Ovando, E.R. Selig, J.T. Thorson, J.C. Walsh, Y. Ye. Applying a new ensemble approach to estimating stock status of marine fisheries around the world. Conservation Letters. 11(1): e12363. https://doi.org/10.1111/conl.12363.
- Anderson, S.C., T.A. Branch, A.B. Cooper, N.K. Dulvy. Reply to Youngflesh and Lynch: Migration and population growth rate in animal black-swan events. Proceedings of the National Academy of Sciences. 114(43): E8955–E8956. https://doi.org/10.1073/pnas.1714157114.
- Anderson, S.C., E.J. Ward, A.O. Shelton, M.D. Adkison, A.H. Beaudreau, R.E. Brenner, A.C. Haynie, J.C. Shriver, J.T. Watson, B.C. Williams. Benefits and risks of diversification for individual fishers. Proceedings of the National Academy of Sciences. 114(40):10797–10802. https://doi.org/10.1073/pnas.1702506114.
- Megias, D.A., S.C. Anderson, R.J. Smith, D. Veríssimo. Investigating the impact of media on demand for wildlife: a case study of Harry Potter and the UK trade in owls. PLoS ONE. 12(10): e0182368. https://doi.org/10.1371/journal.pone.0182368.
- Chezik, K.A., S.C. Anderson, J.W. Moore. River networks dampen long-term hydrological signals of climate change. Geophysical Research Letters. 44(14):7256–7264. https://doi.org/10.1002/2017GL074376.
- Anderson, S.C., T.A. Branch, A.B. Cooper, N.K. Dulvy. Black-swan events in animal populations. Proceedings of the National Academy of Sciences. 114(12): 3252–3257. https://doi.org/10.1073/pnas.1611525114.
- Anderson, S.C., A.B. Cooper, O.P. Jensen, C. Minto, J.T. Thorson, J.C. Walsh, J. Afflerbach, M. Dickey-Collas, K.M. Kleisner, C. Longo, G.C. Osio, D. Ovando, I. Mosqueira, A.A. Rosenberg, E.R. Selig. Improving estimates of population status and trend with superensemble models. Fish and Fisheries. 18(4): 732–741. https://doi.org/10.1111/faf.12200.
- Trebilco, R., N.K. Dulvy, S.C. Anderson, A.K. Salomon. The paradox of inverted biomass pyramids in kelp forest fish communities. Proceedings of the Royal Society B: Biological Sciences. 283: 20160816. https://doi.org/10.1098/rspb.2016.0816.
- Artelle, K.A., S.C. Anderson, J.D. Reynolds, A.B. Cooper, P.C. Paquet, C.T. Darimont. Ecology of conflict: marine food supply affects human-wildlife interactions on land. Scientific Reports. 6: 25936. https://doi.org/10.1038/srep25936 (PDF).
- Kuriyama, P.T., K. Ono, F. Hurtado-Ferro, A.C. Hicks, I.G. Taylor, R.R. Licandeo, K.F. Johnson, S.C. Anderson, C.C. Monnahan, M.B. Rudd, C.C. Stawitz, J.L. Valero. An empirical weight-at-age approach reduces estimation bias compared to modeling parametric growth in integrated, statistical stock assessment models when growth is time varying. Fisheries Research. 180: 119–127. https://doi.org/10.1016/j.fishres.2015.09.007 (PDF).
- Monnahan, C.C., K. Ono, S.C. Anderson, M.B. Rudd, A.C. Hicks, F. Hurtado-Ferro, K.F. Johnson, P.T. Kuriyama, R.R. Licandeo, C.C. Stawitz, I.G. Taylor, J.L. Valero. The effect of length bin width on growth estimation in integrated age-structured stock assessments. Fisheries Research. 180: 103–112. https://doi.org/10.1016/j.fishres.2015.11.002 (PDF).
- Boudreau, S.A., S.C. Anderson, B. Worm. Top-down and bottom-up forces interact at thermal range extremes on American lobster. Journal of Animal Ecology. 84(3): 840–850. https://doi.org/10.1111/1365-2656.12322 (PDF).
- Anderson, S.C., J.W. Moore, M.M. McClure, N.K. Dulvy, A.B. Cooper. Portfolio conservation of metapopulations under climate change. Ecological Applications. 25(2): 559–572. https://doi.org/10.1890/14-0266.1 (PDF).
- Orzechowski, E.A., R. Lockwood, J.E.K. Byrnes, S.C. Anderson, S. Finnegan, Z.V. Finkel, P.G. Harnik, D.R. Lindberg, L.H. Liow, H.K. Lotze, C.R. McClain, J.L. McGuire, A. O’Dea, J.M. Pandolfi, C. Simpson, D.P. Tittensor. Marine extinction risk shaped by trait-environment interactions over 500 million years. Global Change Biology. 21(10): 3595–3607. https://doi.org/10.1111/gcb.12963 (PDF).
- Finnegan, S.*, S.C. Anderson*, P.G. Harnik*, C. Simpson, D.P. Tittensor, J.E. Byrnes, Z.V. Finkel, D.R. Lindberg, L.H. Liow, R. Lockwood, H.K. Lotze, C.R. McClain, J.L. McGuire, A. O’Dea, J.M. Pandolfi. Paleontological baselines for evaluating extinction risk in the modern oceans. Science. 348(6234): 567–570. https://doi.org/10.1126/science.aaa6635 (*Authors contributed equally).
- Hurtado-Ferro, F., C.S. Szuwalski, J.L. Valero, S.C. Anderson, C.J. Cunningham, K.F. Johnson, R.R. Licandeo, C.R. McGilliard, C.C. Monnahan, M.L. Muradian, K. Ono, K.A. Vert-Pre, A.R. Whitten, A.E. Punt. Looking in the rear-view mirror: bias and retrospective patterns in integrated, age-structured stock assessment models. ICES Journal of Marine Sciences. 72(1): 99–110. https://doi.org/10.1093/icesjms/fsu198 (PDF).
- Johnson, K.F., C.C. Monnahan, C.R. McGilliard, K.A. Vert-pre, S.C. Anderson, C.J. Cunningham, F. Hurtado-Ferro, R.R. Licandeo, M.L. Muradian, K. Ono, C.S. Szuwalski, J.L. Valero, A.R. Whitten, A.E. Punt. Time-varying natural mortality in fisheries stock assessment models: identifying a default approach. ICES Journal of Marine Science. 72(1): 137–150. https://doi.org/10.1093/icesjms/fsu055 (PDF).
- Ono, K., R. Licandeo, M.L. Muradian, C.J. Cunningham, S.C. Anderson, F. Hurtado-Ferro, K.F. Johnson, C.R. McGilliard, C.C. Monnahan, C.S. Szuwalski, J.L. Valero, K.A. Vert-Pre, A.R. Whitten, A.E. Punt. The importance of length and age composition data in statistical age-structured models for marine species. ICES Journal of Marine Science. 72(1): 31–43. https://doi.org/10.1093/icesjms/fsu007 (PDF).
- Farmer, R.G., M.L. Leonard, J.E. Mills Flemming, S.C. Anderson. Observer aging and long-term avian survey data quality. Ecology and Evolution. 4(12): 2563–2576. https://doi.org/10.1002/ece3.1101 (PDF). National Geographic news story.
- Anderson, S.C., C.C. Monnahan, K.F. Johnson, K. Ono, J.L. Valero. ss3sim: An R package for fisheries stock assessment simulation with Stock Synthesis. PLoS ONE. 9(4): e92725. https://doi.org/10.1371/journal.pone.0092725 (PDF). (R package, code.
- O’Regan, S.M., W.J. Palen, S.C. Anderson. Climate warming mediates negative impacts of rapid pond drying for three amphibian species. Ecology. 95(4): 845–855. https://doi.org/10.1890/13-0916.1 (PDF). F1000 Prime recommended.
- Favaro, B., D.C. Braun, Earth2Ocean Research Derby. Research Derby: A pressure cooker for creative collaborative science. Ideas in Ecology and Evolution. Ideas in Ecology and Evolution. 6: 40–46. https://doi.org/10.4033/iee.v6i1.4931 (Open access).
- Anderson, S.C., A.B. Cooper, N.K. Dulvy. Ecological prophets: Quantifying metapopulation portfolio effects. Methods in Ecology and Evolution. 4(10): 971–981. https://doi.org/10.1111/2041-210X.12093 (PDF, GitHub R package).
- Artelle, K.A., S.C. Anderson, A.B. Cooper, P.C. Paquet, J.D. Reynolds, C.T. Darimont. Confronting uncertainty in wildlife management: performance of grizzly bear management. PLoS ONE. 8(11): e78041. https://doi.org/10.1371/journal.pone.0078041 (PDF).
- Phillis*, C.C., S.M. O’Regan*, S.J. Green*, J.E. Bruce*, S.C. Anderson, J.N. Linton, Earth2Ocean Research Derby, B. Favaro. Multiple pathways to conservation success. Conservation Letters. 6(2): 98–106. https://doi.org/10.1111/j.1755-263X.2012.00294.x (PDF, GitHub repository). (*Authors contributed equally, listed in reverse alphabetical order).
- Harnik, P.G., H.K. Lotze, S.C. Anderson, Z.V. Finkel, S. Finnegan, D.R. Lindberg, L.H. Liow, R. Lockwood, C.R. McClain, J.L. McGuire, A. O’Dea, J.M. Pandolfi, C. Simpson, D.P. Tittensor. Extinctions in ancient and modern seas. Trends in Ecology and Evolution. 27(11): 608–617. https://doi.org/10.1016/j.tree.2012.07.010 (PDF).
- Anderson, S.C., T.A. Branch, D. Ricard, H.K. Lotze. Assessing global marine fishery status with a revised dynamic catch-based method and stock-assessment reference points. ICES Journal of Marine Science. 69(8): 1491–1500. https://doi.org/10.1093/icesjms/fss105.
- Anderson, S.C., R.G. Farmer, F. Ferretti, A.L.S. Houde, J.A. Hutchings. Correlates of vertebrate extinction risk in Canada. BioScience. 61(7): 538–549. https://doi.org/10.1525/bio.2011.61.7.8 (PDF).
- Anderson, S.C., J.E. Mills Flemming, R. Watson, H.K. Lotze. Serial exploitation of global sea cucumber fisheries. Fish and Fisheries. 12(3): 317–339. https://doi.org/10.1111/j.1467-2979.2010.00397.x (PDF). Featured in Science.
- Boudreau, S.A., S.C. Anderson, B. Worm. Top-down interactions and temperature control of snow crab abundance in the northwest Atlantic Ocean. Marine Ecology Progress Series. 429: 169–183. https://doi.org/10.3354/meps09081 (PDF).
- Anderson, S.C., J.E. Mills Flemming, R. Watson, H.K. Lotze. Rapid global expansion of invertebrate fisheries: trends, drivers, and ecosystem effects. PLoS ONE. 6(3): e14735. https://doi.org/10.1371/journal.pone.0014735 (PDF). F1000 Prime recommended.
- Anderson, S.C., H.K. Lotze, N.L. Shackell. Evaluating the knowledge base for expanding low-trophic-level fisheries in Atlantic Canada. Canadian Journal of Fisheries and Aquatic Sciences. 65(12): 2553–2571. https://doi.org/10.1139/F08-156 (PDF).
- Haggarty D.R., Q.C. Huynh, R.E. Forrest, S.C. Anderson, M.J. Bresch, E.A. Keppel. Evaluation of potential rebuilding strategies for Inside Yelloweye Rockﬁsh (Sebastes ruberrimus) in British Columbia. Accepted as a DFO Can. Sci. Advis. Sec. Res. Doc. on June 11 2020. (English version).
- Anderson, S.C., R.E. Forrest, Q.C. Huynh, E.A. Keppel. A management procedure framework for groundﬁsh in British Columbia. Accepted as a DFO Can. Sci. Advis. Sec. Res. Doc. on June 9 2020. (English version).
- Forrest, R.E., S.C. Anderson, C.J. Grandin, P.J. Starr. Assessment of Pacific Cod (Gadus macrocephalus) for Hecate Strait and Queen Charlotte Sound (Area 5ABCD), and West Coast Vancouver Island (Area 3CD) in 2018. DFO Can. Sci. Advis. Sec. Res. Doc. 2020/070 iv + 204 p. (English version, French version).
- Anderson, S.C., E.A. Keppel, A.M. Edwards, 2019. A reproducible data synopsis for over 100 species of British Columbia groundfish. DFO Can. Sci. Advis. Sec. Res. Doc. 2019/041. vii + 321 p. (English version, French version).
DFO Technical Reports
- Anderson, S.C., and Workman, G.D. A review of groundfish surveys in 2018 and an introduction to the groundfish data synopsis report. In State of the physical, biological and selected fishery resources of Pacific Canadian marine ecosystems in 2018. Edited by J.L. Boldt, J. Leonard, and P.C. Chandler. pp. 90–94. Can. Tech. Rep. Fish. Aquat. Sci. 3314, Sidney, BC. (English version)
- English, P.A., Anderson, S.C., and Workman, G.D. A review of groundfish surveys in 2019. In State of the physical, biological and selected fishery resources of Pacific Canadian Marine Ecosystems in 2019. Edited by J.L. Boldt, A. Javorski, and P.C. Chandler. pp. 102–106. Can. Tech. Rep. Fish. Aquat. Sci. 3377, Sidney, BC. (English version)
- Edwards, A.M., Duplisea, D.E., Grinnell, M.H., Anderson, S.C., Grandin, C.J., Ricard, D., Keppel, E.A., Anderson, E.D., Baker, K.D., Benoit, H.P., Cleary, J.S., Connors, B.M., Desgagnes, M., English, P.A., Fishman, D.F., Freshwater, C., Hedges, K.J., Holt, C.A., Holt, K.R., Kronlund, R., Mariscak, A., Obradovich, S.G., Patten, B.A., Rogers, B., Rooper, C.N., Simpson, M.R., Surette, T.J., Tallman, R.F., Wheeland, L.J., Wor, C., and Zhu, X. 2018. Proceedings of the Technical Expertise in Stock Assessment (TESA) national workshop on “Tools for transparent, traceable, and transferable assessments” 27–30 November 2018 in Nanaimo, British Columbia. Can. Tech. Rep. Fish. Aquat. Sci. 3290, Nanaimo, BC. (English version)
Awards and scholarships
- Co-principal Investigator on NOAA Office of Science and Technology NMFS-DFO grant “Characterizing range shifts in groundfish species in response to local climate velocities”. An extension to apply methods from a similarly titled ACCASP grant below to NOAA waters. ($30K USD)
- Collaborator on NOAA Office of Science and Technology NMFS-DFO grant “Groundfish distribution shifts between British Columbia, Canada, and Southeast Alaska, USA: climate drivers, ecosystem impacts and management implications”. ($30K USD)
- Canadian Journal of Fisheries and Aquatic Sciences Stevenson Lectureship. http://www.nrcresearchpress.com/page/cjfas/award A “lectureship conferred upon a young, energetic and creative researcher at the cutting edge of an aquatic discipline”.
- Principal Investigator of a two-year grant from Fisheries and Oceans Canada’s Aquatic Climate Change Adaptation Services Program (ACCASP). Project title: Characterizing range shifts in British Columbia groundfish species in response to local climate velocities.
- Canadian Society for Ecology and Evolution (CSEE) Early Career Award.
- David H. Smith Conservation Postdoctoral Research Fellowship
- Simon Fraser University Dean of Graduate Studies Convocation Medal
- Garfield Weston Foundation / BC Packers Ltd. Graduate Fellowship in Marine Sciences
- Graduate Fellowship (two semesters), Simon Fraser University
- Canadian Fulbright Scholar award to the University of Washington
- Canadian Governor General’s Academic Gold Medal for the top-ranked Master’s Natural Sciences and Engineering thesis at Dalhousie University in 2010
- Provost Prize of Distinction, Simon Fraser University
- Natural Sciences and Engineering Research Council of Canada Postgraduate Scholarship (Doctoral)
- Faculty Research Grant Scholarship, Dalhousie University
- Graduate Studies Scholarship, Dalhousie University
- Environmental Programmes Honour Society Medal, Dalhousie University
- Primary statistical model for COVID-19 forecasts for Canada (Public Health Agency of Canada) since August 2020 and British Columbia since April 2020
- Fits a Bayesian SEIR (Susceptible, Exposed, Infectious, Recovered) model to daily COVID-19 case data
- Can accommodate multiple types of case data at once (e.g., reported cases, hospitalizations, ICU admissions) and accounts for delays between symptom onset and case appearance.
- Can evaluate epidemic forecasts given changes to population contact rates (e.g., levels of social distancing)
- Published: Anderson et al. (2020; PLOS Computational Biology)
- An R package for fitting spatiotemporal species distribution GLMMs (generalized linear mixed effects models) with TMB (Template Model Builder)
- Bayesian generalized linear mixed models (GLMMs) with robust random fields for spatiotemporal modeling
- Allows identification of extreme changes in spatial distribution (e.g., rapid range contractions)
- Published: Anderson and Ward (2019; Ecology)
- R package to fit Bayesian Dynamic Factor Analysis (DFA) time series models (co-developed with E.J. Ward)
- Can identify common trends, extreme events, or regime shifts in multiple ecological timeseries
- Published: Ward et al. (2019; The R Journal)
- R package for reproducible Canadian Science Advisory Secretariat Research Documents, Science Responses, and Technical Reports via R Markdown
- Enables fully reproducible CSAS reports going directly from databases to analysis to written reports to bring CSAS reports in line with modern data analysis best practices
- Enables the seamless translation of fish- and fisheries-related terms in R code to enable reproducible and efficient production of bilingual CSAS Research Documents and Science Responses
gfplot, gfdata, gfsynopsis, and gfdlm: https://github.com/pbs-assess/
- R packages to facilitate rapid and reproducible data extraction, model fitting, and plotting of BC groundfish data
- gfsynopsis is used to generate an annual Research Document synopsis report showing all available fishery and biological data and model fits for 113 species
- gfdlm facilitates applying the management strategy evaluation toolkit ‘MSEtool’ to BC groundfish
- R package for flexible, rapid, and reproducible fisheries stock assessment simulation testing with the widely used Stock Synthesis statistical age-structured stock assessment framework
- Published: Anderson et al. (2014; PLOS ONE)
Selected first-author invited conference presentations
- Anderson, S.C., E.A. Keppel, A.M. Edwards, P.A. English, E.J. Ward. An automated synopsis of the state of Pacific Canadian groundfish and climate impacts. North Pacific Marine Science Organization (PICES) conference. Victoria, BC, Canada. Invited talk to plenary session (to be given October 2019).
- Anderson, S.C., Ward, E. J. Black swans in space: modelling spatiotemporal processes with extremes. International Statistical Ecology Conference, St. Andrews, Scotland. (slides)
- Anderson, S.C. Data-driven approaches to quantifying population status and extremes. Early Career Award keynote lecture at the Canadian Society for Ecology and Evolution (CSEE), Victoria, BC, Canada.
- Anderson, S.C., T.A. Branch, A.B. Cooper, N.K. Dulvy. Black-swan events in animal populations. North America Congress for Conservation Biology, Madison, WI, United States.
- Anderson, S.C., A.B. Cooper, O.P. Jensen, C. Minto, J.T. Thorson, J.C. Walsh, M. Dickey-Collas, K.M. Kleisner, C. Longo, G.C. Osio, D. Ovando, I. Mosqueira, A.A. Rosenberg, E.R. Selig. Improving estimates of population status and trend with superensemble models. World Fisheries Conference, Busan, South Korea. (Presented in absentia by J.T. Thorson.)
- Anderson, S.C., A.B. Cooper, O.P. Jensen, C. Minto, J.T. Thorson, J.C. Walsh, M. Dickey-Collas, K.M. Kleisner, C. Longo, G.C. Osio, D. Ovando, I. Mosqueira, A.A. Rosenberg, E.R. Selig. Improving estimates of population status and trend with superensemble models. American Fisheries Society Annual Meeting, Portland, OR, United States.
- Two webinars for the national TESA (Technical Expertise in Stock Assessment) 2019–2020 webinar series: (1) data visualization with ggplot2 and (2) efficiently iterating with code using the purrr package
- Two-day workshop on Advanced R topics (functional programming, debugging, profiling, benchmarking, parallel processing, integrating C++ with R). University of British Columbia. https://github.com/seananderson/adv-r-course
- Organizer of Advanced R book club at Pacific Biological Station. Organized seven twice-a-month meetings of DFO Biologists and Research Scientists to work through the book and clarify exercise material.
- One-day workshop on Bayesian data analysis for ecologists with Stan for the David H. Smith Conservation Research Fellowship Program. https://github.com/seananderson/bayes-course
- Two two-day workshops on advanced generalized linear mixed-effects modeling in R for the Simon Fraser University Library Research Commons. https://github.com/seananderson/glmm-course
- One-and-a-half-day workshop on linear mixed-effects modeling in R and generalized linear modeling in R for the David H. Smith Conservation Postdoctoral Research Fellows. https://github.com/seananderson/glmm-course
- Two two-day workshops on advanced generalized linear mixed-effects modeling in R for the Simon Fraser University Library Research Commons. https://github.com/seananderson/glmm-course
- Developed self-directed lecture and exercises on ggplot2 for FISH 554: Beautiful graphics in R, School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, United States.
- Organizer of Stats Beerz — a statistical help group attended by graduate students and postdocs primarily in the Earth to Oceans research group, but also the wider SFU Biology and Geography Departments, and the School of Resource and Environmental Management (REM).
- Two-part workshop on data manipulation for Stats Beerz and Earth to Oceans groups at Simon Fraser University with approximately 25 participants. An introduction to plyr, advanced concepts with plyr and function debugging, and an introduction to dplyr.
- Instructor for BISC-888-1: Data Wrangling and Visualization in R, a graduate-level course at Simon Fraser University, Burnaby, BC, Canada with approximately 20 participants. Co-developed curriculum and developed/delivered lectures, exercises, notes, and assignments for three of six two-hour classes.
https://github.com/seananderson/datawranglR (see classes 03, 04, 05)
- Introduction to ggplot2. (notes, slides) Lecture for FISH 507H: Beautiful Graphics in R, School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, United States
- Workshop on the R package plyr. (notes, slides, examples) Branch Lab, School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, United States
- Multipanel plotting in R with base graphics. (notes, slides). Earth2Ocean Research Group, Simon Fraser University, Burnaby, BC, Canada.
- A brief introduction to R. (notes, workshop code). Earth2Ocean Research Group, Simon Fraser University, Burnaby, BC, Canada.
- Workshop on the R package plyr (notes, slides). Earth2Ocean Research Group, Simon Fraser University, Burnaby, BC, Canada.
- Teaching Assistant, Organismal Biology and Ecology, Dalhousie University, two semesters (BIOL 1021).
- Teaching Assistant, Marine Mammology, Dalhousie University (BIOL 4060).
Working groups and workshops
- Joint ICES/PICES Working Group on impacts of warming on growth rates and fisheries yields (WGGRAFY).
- TNC (The Nature Conservancy, based in the California office) working group on climate change impacts on North American west coast fisheries
- Ocean Frontier Institute/Canadian Statistical Sciences Institute (CANSSI) working group on Spatial Modelling of Fishery Survey Data to Improve Stock Assessment; invited keynote speaker
- NOAA (National Oceanic and Atmospheric Administration) FATE (Fisheries and the Environment) working group Spatial ecosystem state and pressure indicators and the scale-dependence of temporal indicator performance in the California Current and beyond
- European Commission Joint Research Council working group A new approach to strengthen evidence-based fisheries management investigating approaches to providing fisheries management scientific advice based on model ensembles.
- Galway-Mayo Institute of Technology (Ireland) working group on ecosystem tipping points
- NOAA (National Oceanic and Atmospheric Administration) FATE (Fisheries and the Environment) working group An early-warning index for abrupt change in northeast Pacific ecosystems
- NCEAS (National Center for Ecological Analysis and Synthesis, Santa Barbara, CA) Applying portfolio effects to the Gulf of Alaska ecosystem: Did multi-scale diversity buffer against the Exxon Valdez oil spill? (URL)
- Gordon and Betty Moore Foundation funded working group Applying data-limited stock status models and developing management guidance for unassessed fish stocks.
- NESCent (National Evolutionary Synthesis Center, Durham, NC) Working Group Determinants of Extinction in Ancient and Modern Seas led by Paul Harnik, Seth Finnegan, and Rowan Lockwood. (URL)
- Atlantic Halibut Assessment Science Peer Review Meeting, Fisheries and Oceans, Dartmouth, NS, Canada.
- NCEAS (National Center for Ecological Analysis and Synthesis, Santa Barbara, CA) Distributed Graduate Seminar, in association with the Working Group Finding Common Ground in Marine Conservation and Management led by Ray Hilborn and Boris Worm. (URL)
Reviewer for Science, Canadian Journal of Fisheries and Aquatic Sciences, Fish and Fisheries, Fisheries Research, ICES Journal of Marine Science, Ecological Applications, Conservation Biology, Proceedings B, Ecology, Marine Policy, Population Ecology, Journal of Applied Ecology, International Journal of Tropical Biology and Conservation, Biological Conservation, Diversity and Distributions, Oikos, Journal of Environmental Management, Endangered Species Research, Aquatic Conservation, NSERC Discovery Grants