Incorporating individual-level variation in conservation

The northern lapwing (Vanellus vanellus) as a case study

This project focuses on modelling the current and future habitat selection of northern lapwings (Vanellus vanellus) using GPS tracking data and individual-based model.

A northern lapwing (Vanellus vanellus) in a crop field
A northern lapwing (Vanellus vanellus) in a crop field (Source: https://tinyurl.com/3hjtfmzf).

Project description

The Northern Lapwing is a ground-nesting shorebird of conservation concern across its range, especially in Western Europe. Key threats include:

  • Agricultural intensification, leading to habitat loss and reduced nesting success.
  • Predation pressure, particularly from generalist mesopredators in human-modified landscapes.
  • Climate variability, affecting breeding phenology and resource availability.

Despite conservation efforts, population declines persist, in part due to complex and interacting ecological mechanisms that are difficult to assess through observational studies alone.

Project Objectives

  • Develop a robust IBM framework and use step selection functions for simulating Northern Lapwing ecology across space and time.
  • Quantify the relative influence of environmental factors on movement patterns.
  • Evaluate conservation scenarios under alternative land use and climate regimes.


Project outcomes

  • Master thesis of Lady Johanna Esguerra Montana (available here.
  • Futre Lapwing Responses to Expansions (FLARE) project conducted by Jannatul Ferdous
  • All material (data and code) for this project is available here.