Publications of the Environmetrics Laboratory

Carrière, Y., Brown, Z., Aglasan, S., Dutilleul, P., Carroll, M., Head, G., Tabashnik, B. E., Jørgensen, P. S., and Carroll, S. P. 2020. Crop rotation mitigates impacts of corn rootworm resistance to transgenic Bt corn. Proceedings of the National Academy of Sciences of the USA (published online on July 20, 2020; DOI: 10.1073/pnas. 2003604117).

Van der Heyden, H., Dutilleul, P., Charron, J.-B., Bilodeau, G., and Carisse, O. 2020. Factors influencing the occurrence of onion downy mildew (Peronospora destructor) epidemics: Trends from 31 years of observational data. Agronomy 10:738 (DOI: 10.3390/agronomy10050738).

Han, L., Srocke, F., Mašek, O., Smith, D. L., Lafond, J. A., Allaire, S., and Dutilleul, P. 2020. A Graphical-User-Interface application for multifractal analysis of soil and plant structures. Computers and Electronics in Agriculture 174:105454 (DOI: 10.1016/j.compag.2020.105454).

Bégin, É., Dutilleul, P., Beaulieu, C., and Bouezmarni, T. 2020. M-Vine decomposition and VAR(1) models. Statistics and Probability Letters 158:108660 (DOI: 10.1016/ j.spl.2019.108660).

Dutilleul, P. 2018. Estimation and testing for separable variance-covariance structures. Wiley Interdisciplinary Reviews – Computational Statistics 10:4 (DOI: 10.1002/ wics.1432).

Schwinghamer, T. D. and Dutilleul, P. 2018. “rsurface”, Version 1.1.0 (published on May 20, 2018): Design of Rotatable Central Composite Experiments and Response Surface Analysis. R package, The Comprehensive R Archive Network (CRAN).(https://CRAN.R-project.org/package=rsurface)

Pelletier, B. and Dutilleul, P. 2018. Coregionalization Analysis with a Drift (CRAD): A methodological review with companion testing procedures, software and applications. Environmental and Ecological Statistics 25:5-29.

Schwinghamer, T. D., Backer, R., Smith, D. L., and Dutilleul, P. 2017. Block-recursive path models for rooting-medium and plant-growth variables measured in greenhouse experiments. Agronomy Journal 109:870-882.

Dutilleul, P. and Pelletier, B. 2017. A valid parametric test of significance for the average R² in redundancy analysis with spatial data. Spatial Statistics 19:21-41.

Manceur, A. M., Schwinghamer, T. D., and Dutilleul, P. 2016. “sEparaTe”, Version 0.2.1 (published on July 27, 2016): Maximum Likelihood Estimation and Likelihood Ratio Test Functions for Separable Variance-Covariance Structures. R package, The Comprehensive R Archive Network (CRAN). (https://cran.rstudio.com/web/packages/sEparaTe/index.html)

Dutilleul, P., Johnson, C. W., Bürgmann, R., Wan, Y., and Shen, Z.-K. 2015. Multi-frequential periodogram analysis of earthquake occurrence: An alternative approach to the Schuster spectrum, with two examples in central California. Journal of Geophysical Research – Solid Earth 120:8494-8515.

Van der Heyden, H., Dutilleul, P., Brodeur, L., and Carisse, O. 2014. Spatial distribution of single nucleotide polymorphisms related to fungicide resistance and implications for sampling. Phytopathology 104:604-613.

Allaire, S. E., Cambouris, A. N., Lafond, J. A., Lange, S. F., Pelletier, B., and Dutilleul, P. 2014. Spatial variability of potato tuber yield and plant nitrogen accumulation in two commercial fields. Agronomy Journal 106:1-9.

Carrière, Y., Degain, B., Hartfield, K. A., Nolte, K. D., Marsh, S. E., Ellers-Kirk, C., van Leeuwen, W. J. D., Liesner, L., Dutilleul, P., and Palumbo, J. C. 2014. Assessing transmission of crop diseases by insect vectors in a landscape context. Journal of Economic Entomology 107:1-10.

Sivakoff, F. S., Rosenheim, J. A., Dutilleul, P., and Carrière, Y. 2013. Influence of the surrounding landscape on crop colonization by a polyphagous insect pest. Entomologia Experimentalis et Applicata 149:11-21.

Bonnell, T. R., Dutilleul, P., Chapman, C. A., Reyna-Hurtado, R., Sengupta, R., and Sarabia, U. 2013. Analysing small-scale aggregation in animal visits in space and time: the ST-BBD method. Animal Behaviour 85:483-492.

Crowder, D. W., Dykstra, E. A., Brauner, J. M., Duffy, A., Reed, C., Martin, E., Peterson, W., Carrière, Y., Dutilleul, P., and Owen, J. P. 2013. West Nile virus prevalence across landscapes is mediated by local effects of agriculture on vector and host communities. PLOS ONE 8:e55006, DOI: 10.1371/journal.pone.0055006.

Manceur, A. M. and Dutilleul, P. 2013b. Unbiased modified likelihood ratio tests for simple and double separability of a variance-covariance structure. Statistics and Probability Letters 83:631-636.

Manceur, A. M. and Dutilleul, P. 2013a. Maximum likelihood estimation for the tensor normal distribution: Algorithm, minimum sample size, and empirical bias and dispersion. Journal of Computational and Applied Mathematics 239:37-49.

Carrière, Y., Goodell, P. B., Ellers-Kirk, C., Larocque, G., Dutilleul, P., Naranjo, S. E., and Ellsworth, P. C. 2012. Effects of local and landscape factors on population dynamics of a cotton pest. PLOS ONE 7:e39862, DOI: 10.1371/journal.pone.0039862.

Manceur, A. M., Beaulieu, J., Han, L., and Dutilleul, P. 2012. A multidimensional statistical model for wood data analysis, with density estimated from CT scanning data as an example. Canadian Journal of Forest Research 42:1038-1049.

Carrière, Y., Ellers-Kirk, C., Hartfield, K., Larocque, G., Degain, B., Dutilleul, P., Dennehy, T. J., March, S. E., Crowder, D. W., Li, X., Ellsworth, P. C., Naranjo, S. E., Palumbo, J. C., Fournier, A., Antilla, L., and Tabashnik, B. E. 2012. Large-scale, spatially-explicit test of the refuge strategy for delaying insecticide resistance. Proceedings of the National Academy of Sciences of the USA 109:775-780.

Allaire, S. E., Lange, S. F., Lafond, J. A., Pelletier, B., Cambouris, A. N., and Dutilleul, P. 2012. Multiscale spatial variability of CO₂ emissions and correlations with physico-chemical soil properties. Geoderma 170:251-260.

Dutilleul, P. and Pelletier, B. 2011. Tests of significance for structural correlations in the linear model of coregionalization. Mathematical Geosciences 43:819-846.

Lafond, J. A., Allaire, S. E., Dutilleul, P., Pelletier, B., Lange, S. F., and Cambouris, A. N. 2011. Spatiotemporal analysis of the relative soil gas diffusion coefficient in two sandy soils: Variability decomposition and correlations between sampling dates at two spatial scales. Soil Science Society of America Journal 75:1613-1625.

Haltigin, T. W., Pollard, W. H., and Dutilleul, P. 2010. Comparison of ground- and aerial-based approaches for quantifying polygonal terrain network geometry on Earth and Mars via spatial point pattern analysis. Planetary and Space Science 58:1636-1649.

Marcoux, M., Larocque, G., Auger-Méthé, M., Dutilleul, P., and Humphries, M. M. 2010. Statistical analysis of animal observations and associated marks distributed in time using Ripley’s functions. Animal Behaviour 80:329-337.

Pelletier, B., Dutilleul, P., Larocque, G., and Fyles, J. W. 2009b. Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables 2. Estimation of correlations and coefficients of determination. Environmental and Ecological Statistics 16:467-494.

Pelletier, B., Dutilleul, P., Larocque, G., and Fyles, J. W. 2009a. Coregionalization analysis with a drift for multi-scale assessment of spatial relationships between ecological variables 1. Estimation of drift and random components. Environmental and Ecological Statistics 16:439-466.

Dutilleul, P., Haltigin, T. W., and Pollard, W. H. 2009. Analysis of polygonal terrain landforms on Earth and Mars through spatial point patterns. Environmetrics 20:206-220.

Potvin, C. and Dutilleul, P. 2009. Neighborhood effects and size-asymmetric competition in a tree plantation varying in diversity. Ecology 90:321-327.

Dutilleul, P., Pelletier, B., and Alpargu, G. 2008. Modified F tests for assessing the multiple correlation between one spatial process and several others. Journal of Statistical Planning and Inference 138:1402-1415.

Dutilleul, P. 2008. A note on sufficient conditions for valid unmodified t testing in correlation analysis with autocorrelated and heteroscedastic sample data. Communications in Statistics – Theory and Methods 37:137-145.

Larocque, G., Dutilleul, P., Pelletier, B., and Fyles, J. W. 2007. Characterization and quantification of uncertainty in coregionalization analysis. Mathematical Geology 39:263-288.

Larocque, G., Dutilleul, P., Pelletier, B., and Fyles, J. W. 2006. Conditional Gaussian co-simulation of regionalized components of soil variation. Geoderma 134:1-16.

Cattaneo, M. G., Yafuso, C., Schmidt, C., Olson, C., Huang, C., Rahman, M., Ellers-Kirk, C., Orr, B., Marsh, S., Antilla, L., Dutilleul, P., and Carrière, Y. 2006. Farm-scale evaluation of the impacts of transgenic cotton on biodiversity, pesticide use, and yield. Proceedings of the National Academy of Sciences of the USA 103:7571-7576.

Alpargu, G. and Dutilleul, P. 2006. Stepwise regression in mixed quantitative linear models with autocorrelated errors. Communications in Statistics – Simulation and Computation 35:79-104.

Carrière, Y., Ellsworth, P. C., Dutilleul, P., Ellers-Kirk, C., Barkley, V., and Antilla, L. 2006. A GIS-based approach for areawide pest management: The scales of Lygus hesperus movements to cotton from alfalfa, weeds, and cotton. Entomologia Experimentalis et Applicata 118:203-210.

Carrière, Y., Dutilleul, P., Ellers-Kirk, C., Pedersen, B., Haller, S., Antilla, L., Dennehy, T. J., and Tabashnik, B. E. 2004. Sources, sinks, and the zone of influence of refuges for managing insect resistance to Bt crops. Ecological Applications 14:1615-1623.

Pelletier, B., Dutilleul, P., Larocque, G., and Fyles, J. W. 2004. Fitting the linear model of coregionalization by generalized least squares. Mathematical Geology 36:323-343.