Dr. Samuel M. Fischer

Research Interests

My research focuses on questions in invasion ecology and forest ecology, which I address using data-driven mathematical and computational models. This includes modelling the spread of invasive species as well as mechanistic forest modelling to understand the drivers of forest productivity and to assess forest states using remote sensing data. 

I am particularly interested in methodological aspects and the integration of mathematical modelling, algorithm design, and statistics. My hypothesis is that models yield their full potential particularly in combination with empirical data, which makes it necessary to consider statistical methodology and performance requirements already during model design. This, in turn, often requires parallel innovations in multiple disciplines.

Standards in Ecological Modelling

Standardization can make integral contributions to the quality, accessibility, extendability, and interoperability of ecological models, enabling researchers to study complex ecological systems across different process levels. As member of the Open Modelling Foundation and co-leader of the Coding Standards Working Group of the UFZ Department of Ecological Modelling, I am actively contributing to the development and implementation of new modelling standards.

Internship and MSc./BSc.Thesis Research Supervision

I am excited about the inspiration and fresh ideas students contribute to science. As a devoted internship and thesis research supervisor, I welcome applications of highly motivated students with a strong background in modelling, applied mathematics/statistics, and/or computer science. The particular projects will depend on the student's respective interests and strengths but fall into the realm of my general research expertise. Interested students may contact me directly.

The availablility of internships / thesis supervision is subject to the policies of the student's home institution and operational constraints of my work at the UFZ.

Further Information