BaKIM - Urban Tree Monitoring

Solution Brief

BaKIM - Healthy Trees Through Artificial Intelligence

March 30, 2026

BaKIM uses AI and high-resolution drone imagery to support tree inventory and tree health monitoring. It helps municipalities detect stress earlier, prioritise interventions and manage urban green spaces more efficiently.

This gives municipal staff working in tree management and forestry a better overview of large areas. Instead of relying only on time-intensive field checks, they can see more quickly where trees require attention, where drought stress or pest pressure may be emerging, and where maintenance measures should be prioritised. BaKIM does not replace fieldwork; it makes it more targeted, faster and more efficient.

Technically, BaKIM combines cost-effective drone data collection with a scalable AI pipeline based on deep neural networks. Supported by scalable European cloud resources, the solution makes advanced image analysis usable for municipalities without requiring in-house AI infrastructure or major new development processes.

Detecting tree stess early

BaKIM helps to identify where tress may already be affected by drought, pests or mistletoe infestation. This supports ealier and more targeted intervention. 

Analysing large areas efficiently

By combining drone imagery with AI, BaKIM supports the assessment of extensive tree stocks much faster than manual inspection alone. This saves time and helps municipal staff focus fieldwork where it is most needed. 

Transferable to other municipalities


The solution provides GIS-compatible results that can be integrated into planning, maintenance and forestry processes. Its underlying approach is designed to be transferable to other municipalities, making it easier to adopt AI-supported tree monitoring. 

Bildquelle: Digital.Interkommunal - BaKIM

In focus

Bildquelle: reform-staat.org

New Innovation Series Podcast Episode: Keeping the Forest in Sight: AI-Powered Tree Analysis and Municipal Reuse

In this episode, we explore how the Smart City project BaKIM uses drone imagery and artificial intelligence to systematically map and analyze urban tree populations. Together with Jonas-Dario Troles and Nicole Baeumer, we discuss how digital solutions can support municipalities in practice, what opportunities and challenges arise, and how successful approaches can be transferred from Bamberg to Lemgo.
erfolgreiche Ansätze von Bamberg nach Lemgo weitergetragen werden können.

More information about the BaKIM Project, financed by the city Bamberg and the Otto-Friedrich University Bamberg, and implemented by the Digital Innovation Unit at GFA Consulting Group, can be found on the Smart City Bamberg Webpage: BaKIM – Smart City Bamberg.