profile_picture
Bogdan Caradima, PhD
Quantitative Ecologist, Stantec
b.caradima_at_gmail.com

I am currently a quantitative ecologist at Stantec. Previously, I was a data scientist and aquatic ecologist at Ecofish Research.

Although I am an aquatic and statistical ecologist by training, in consulting I’ve worked as a data analyst/scientist, ecologist, and GIS specialist simultaneously. I’ve been involved in cumulative effects assessments, habitat suitability analyses, benthic and fish community analyses, stream temperature modelling, and many other types of projects requiring complex data analyses.

I completed my PhD at ETH Zurich while working at Eawag (the Swiss Federal Institute for Aquatic Science & Technology). In my doctoral research, I applied statistical species distribution models (SDMs) to quantify how stream invertebrate and fish communities respond to natural and anthropogenic environmental conditions in Swiss rivers. In developing these SDMs, I deepened my knowledge of statistical modelling approaches and the model development process. I also gained experience in using multiple programming languages and GIS tools to process, analyze, and visualize a variety of environmental datasets and model results.

In my spare time, I enjoy the following hobbies:

  • fly fishing (typically dry flies and 3WT setups)
  • freshwater fish-keeping and aquascaping
  • hiking and camping
  • photography (macros, landscape, and vintage photography)
  • everyday computing with Linux (currently using Arch, Kubuntu, and Raspbian Linux)
  • home networking with Raspberry Pi and NAS server

Interests

  • Monitoring, management, and conservation of aquatic ecosystems
  • Ecological modelling and species distribution models
  • Statistical computing, modelling, and Bayesian inference
  • Spatial data processing and analysis
  • Data analysis and data visualization techniques
  • Learning Linux and free open source software for daily computing

Education

PhD in Statistical and Aquatic Ecology
2016 - 2021
ETH Zurich (Zürich, Switzerland)
Master of Environmental Studies in Geography
2013 - 2015
University of Waterloo (Ontario, Canada)
Bachelor of Environmental Studies
2009 - 2013
University of Waterloo (Ontario, Canada)

Publications

Umwelteinflüsse auf Häufige Fischgattungen: Auswertung von Fisch-monitoring-Programmen, 2022, Aqua & Gas
Schuwirth, N. , Brodersen, B. , Caradima, B. , Scheidegger, A.
Deploying and analyzing suitability analysis across a large spatial extent: an example of retail site-selection in Ontario, Canada, 2022, International Regional Science Review (2022)
Robinson, D. , Caradima, B.
Bridging mechanistic conceptual models and statistical species distribution models of riverine fish, 2021, Ecological Modelling
Caradima, B. , Scheidegger, A. , Brodersen, J. , Schuwirth, N.
Effects of site selection and taxonomic resolution on the inference of stream invertebrate responses to environmental conditions, 2020, Freshwater Science
Caradima, B. , Reichert, P. , Schuwirth, N.
Analyse schweizweiter Makrozoobenthosdaten. Erkenntnisse über anthropogene Einflüsse und Monitoring-Design, 2019, Aqua & Gas
Schuwirth, N. , Caradima, B. , Schindler Wildhaber, Y. , Sarbach-Remund, N.
From individual to joint species distribution models: A comparison of model complexity and predictive performance, 2019, Journal of Biogeography
Caradima, B. , Schuwirth, N. , Reichert, P.

Projects

2016 - 2020 Human Impacts Project at Eawag: Swiss Federal Institute of Aquatic Science & Technology