Publications
The freshwater landscape: Lake, wetland, and stream abundance and connectivity at macroscales
2017. Fergus, C.E., Lapierre, J.-F., Oliver, S.K., Skaff, N., Cheruvelil, K.S., Soranno, P.A., Webster, K.E., Scott, C. Ecosphere.
Freshwater connectivity clusters for lakes, wetlands, and streams at the Hydrologic Unit 12 scale in the Midwest and Northeast U.S.A. – freshwater metric variables and K-means cluster assignment
2017. Fergus, C.E., Lapierre, J.-F., Oliver, S.K., Skaff, N.K., Cheruvelil, K.S., Webster, K.E., Scott, C. and Soranno, P.A. Environmental Data Initiative.
Integrated freshwater abundance and connectivity clusters at the Hydrologic Unit 8 scale for the Midwest and Northeast U.S.A. – freshwater metric variables and k-means cluster assignment
2017. Cheruvelil, K.S., Yuan, S., Webster, K.E., Tan, P.-N., Lapierre, J.-F., Collins, S.M., Fergus, C.E., Scott, C.E., Henry, E.N., Soranno, P.A., Filstrup, C.T. and Wagner, T. Environmental Data Initiative
Data-intensive science and research integrity
2017. Resnik, D.B., Elliott, K.C., Soranno, P.A., Smith, E.M. Accountability in Research.
Lake nutrient stoichiometry is less predictable than nutrient concentrations at regional and sub-continental scales
2017. Collins, S.M., Oliver, S.K., Lapierre, J.-F., Stanley, E.H., Jones, J., Wagner, T. and Soranno, P.A. Ecological Applications.
Continental-scale variation in controls of summer CO2 in United States lakes
2017. Lapierre, J.-F., Seekell, D., Filstrup, C.T., Collins, S.M., Fergus, C.E., Soranno, P.A., Cheruvelil, K.S. Journal of Geophysical Research – Biogeosciences
Creating multi-themed ecological regions for macrosystems ecology: Testing a flexible, repeatable, and accessible clustering method
2017. Cheruvelil, K.S., Yuan, S., Webster, K.E., Tan, P.-N., Lapierre, J.-F., Collins, S.M., Fergus, C.E., Scott, C.E., Henry, E.N., Soranno, P.A., Filstrup, C.T. and Wagner, T. Ecology and Evolution.
Hash-based feature learning for incomplete continuous-valued data
2017. Yuan, S., Tan, P.-N., Cheruvelil, K.S., Fergus, C.E., Skaff, N.K., Soranno, P.A. Proceedings of the 2017 SIAM International Conference on Data Mining.
Honorary authorship practices in environmental science teams: Structural and cultural causes and solutions
2016. Elliott, K.C., Settles, I.S., Montgomery, G.M., Brassel, S.T., Cheruvelil, K.S., Soranno, P.A. Accountability in Research.
Spatial variation in nutrient and water color effects on lake chlorophyll at macroscales
2016. Fergus, C.E., Finley, A.O., Soranno, P.A., Wagner, T. PLoS ONE.
Conceptions of good science in our data-rich world
2016. Elliott, K.C., Cheruvelil, K.S., Montgomery, G.M. and Soranno, P.A. BioScience.
L&O letters: Why we need a new journal for the aquatic sciences
2016. Soranno, P.A. Limnology & Oceanography Letters.
The statistical power to detect cross-scale interactions at macroscales
2016. Wagner, T., Fergus, C.E., Stow, C.A., Cheruvelil, K.S., Soranno, P.A. Ecosphere.
Fine-scale wetland features mediate vector and climate-dependent macroscale patterns in human West Nile virus incidence
2016. Skaff, N.K. and Cheruvelil, K.S. Landscape Ecology.
Prediction of lake depth across a 17-state region in the United States
2016. Oliver, S.K., Soranno, P.A., Fergus, E., Wagner, T., Winslow, L.A., Scott, C.E., Webster, K.E., Downing, J.A., Stanley, E.H. Inland Waters.
R code-Creating multi-themed ecological regions for macroscale ecology: Testing a flexible, repeatable, and accessible clustering method
2016. Cheruvelil, K.S. GitHub.
Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneity
2015. Yuan, S., Tan, P.-N., Cheruvelil, K.S., Collins, S.M. and Soranno, P.A. Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics.
Effects of land use on lake nutrients: The importance of scale, hydrologic connectivity, and region
2015. Soranno, P.A., Cheruvelil, K.S., Wagner, T., Webster, K.E. and Bremigan, M.T. PLoS ONE.
Building a multi-scaled geospatial temporal ecology database from disparate data sources: Fostering open science and data reuse
2015. Soranno, P.A., Bissell, E.G., Cheruvelil, K.S., Christel, S.T., Collins, S.M., Fergus, C.E., Filstrup, C.T., Lapierre, J.F., Lottig, N.R., Oliver, S.K., Scott, C.E., Smith, N.J., Stopyak, S., Yuan, S., Bremigan, M.T., Downing, J.A., Gries, C., Henry, E.N., Skaff, N.K., Stanley, E.H., Stow, C.A., Tan, P.-N., Wagner, T. and Webster, K.E. GigaScience.
It’s good to share: Why environmental scientists’ ethics are out of date
2015. Soranno, P.A., Cheruvelil, K.S., Elliott, K.C. and. Montgomery, G.M. BioScience.
Using uncertainty and sensitivity analyses in socioecological agent-based models to improve their analytical performance and policy relevance
2014. Ligmann-Zielinska, A., Kramer, D.B., Cheruvelil, K.S. and Soranno, P.A. PLoS ONE.
Regional variability among nonlinear chlorophyll-phosphorus relationships in lakes
2014. Filstrup, C.T., Wagner, T., Soranno, P.A., Stanley, E.H., Stow, C.A., Webster, K.E. and Downing, J.A. Limnology and Oceanography.
Long-term citizen-collected data reveal geographical patterns and temporal trends in lake water clarity
2014. Lottig, N.R., Wagner, T., Henry, E.N., Cheruvelil, K.S., Webster, K.E., Downing, J.A. and Stow, C.A. PLoS ONE.
Multiscale spatial sensitivity analysis for agent-based modelling of coupled landscape and aquatic systems
2014. Ligmann-Zielinska, A., Liu, W., Kramer, D.B., Cheruvelil, K.S., Soranno, P.A., Jankowski, P. and Salap, S. Proceedings of the 7th Intl. Congress on Environmental Modelling and Software.
Cross-scale interactions: Quantifying multi-scaled cause-effect relationships in macrosystems
2014. Soranno, P.A., Cheruvelil, K.S., Bissell, E., Tate Bremigan, M., Downing, J.A., Fergus, C.E., Filstrup, C., Lottig, N.R., Henry, E.N., Stanley, E.H., Stow, C.A., Tan, P.-N., Wagner, T. and Webster, K.E. Frontiers in Ecology and the Environment.
