A current focus of my research is forecasting the potential distributions of invasive species, including dreissenid mussels and lionfish. I am using a combination of parametric and non-parametric models, including application of novel machine learning approaches. In addition to commonly considered climatic predictors I am working on applications of deep learning that use time series of climate data directly. I am also currently working with the Invacost project to better understand the economic costs of non-native species.
Invasive species ecology
Publications
AM Smith, C Capinha, AM Kramer.
Predicting species distributions with environmental time series data and deep learning.
bioRxiv, 2022, 2022.
TA Dallas, AM Kramer.
A latitudinal signal in the relationship between species geographic range size and climatic niche area.
Ecography, 2022: e06349, 2022.
RN Cuthbert, C Diagne, EJ Hudgins, A Turbelin, DA Ahmed, C Albert, TW Bodey, E Briski, F Essl, PJ Haubrock, RE Gozlan, N Kirichenko, M Kourantidou, AM Kramer, F Courchamp.
Biological invasion costs reveal insufficient proactive management worldwide.
Science of the Total Environment, 153404, 2022.
D Renault, E Angulo, RN Cuthbert, PJ Haubrock, C Capinha, A Bang, AM Kramer, F Courchamp.
The magnitude, diversity, and distribution of the economic costs of invasive terrestrial invertebrates worldwide.
Science of the Total Environment, 155391, 2022.
F Neinavaie, A Ibrahim-Hashim, AM Kramer, JS Brown, CL Richards.
The genomic processes of biological invasions: From invasive species to cancer metastases and back again.
Frontiers in Ecology and Evolution, 9:681100, 2022.
JE Fantle-Lepczyk, PJ Haubrock, AM Kramer, RN Cuthbert, R Crystal-Ornelas, C Diagne, F Courchamp.
Economic costs of biological invasions in the United States.
Science of the Total Environment, 151318, 2022.
PJ Haubrock, C Bernery, RN Cuthbert, C Liu, NG Taylor, M Kourantidou, B Leroy, AJ Turbelin, AM Kramer, LNH Verbrugge, C Diagne, F Courchamp, RE Gozlan.
Knowledge gaps in economic costs of invasive alien fish worldwide.
Science of the Total Environment, 149875, 2022.
Phillip J Haubrock, Camille Bernery, Ross N Cuthbert, Chunlong Liu, Melina Kourantidou, Boris Leroy, Anna J Turbelin, Andrew M Kramer, Laura NH Verbrugge, Christophe Diagne, Franck Courchamp, Rodolphe E Gozlan.
Knowledge gaps in economic costs of invasive alien fish worldwide.
STOTEN, 149875, 2021.
R Crystal-Ornelas, EJ Hudgins, RN Cuthbert, PJ Haubrock, J Fantle-Lepczyk, E Angulo, AM Kramer, L Ballesteros-Mejia, B Leroy, B Leung, E López-López, C Diagne, F Courchamp.
Economic costs of biological invasions within North America.
Neobiota, 67: 485-510, 2021.
RN Cuthbert, Z Pattison, NG Taylor, L Verbrugge, C Diagne, DA Ahmed, B Leroy, E Angulo, E Briski, C Capinha, JA Catford, T Dalum, F Essl, RE Gozlan, PJ Haubrock, M Kourantidou, AM Kramer, D Renault, RJ Wasserman, F Courchamp.
Global economic costs of aquatic invasive alien species.
Science of the Total Environment, 145238, 2021.
C Capinha, A Ceia-Hasse, AM Kramer, C Meijer.
Deep learning classification of temporal data in ecology.
Ecological Informatics, 61:101252, 2021.
AM Kramer, G Annis, ME Wittmann, WL Chadderton, ES Rutherford, DM Lodge, L Mason, D Beletsky, C Riseng, JM Drake.
Suitability of Laurentian Great Lakes for invasive species based on global species distribution models and local habitat.
Ecosphere: 8:e01883, 2017.
AM Schatz, AM Kramer, JM Drake.
Accuracy of climate-based forecasts of pathogen spread.
Royal Society: Open Science: 4:60975, 2017.
ME Wittmann, G Annis, AM Kramer, L Mason, C Riseng, E Rutherford, WL Chadderton, D Beletsky, JM Drake, DM Lodge.
Refining species distribution model outputs using landscape‐scale habitat data: Forecasting Grass Carp and Hydrilla establishment in the Great Lakes region.
Journal of Great Lakes Research, 43:298-307, 2017.