# A Structured Review of Fixed and Multimodal Sensing Techniques for Bat Monitoring

arXiv: https://arxiv.org/abs/2512.07153 · HTML: https://mlsanity.com/paper/2512.07153/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 8 Dec 2025.

## Built on by (most cited first, 1 of 1)

- [Needles in a Raystack: Ultra-Sparse LiDAR Occupancy Detection for Bat Tracks](https://mlsanity.com/paper/2609.20160/) (2026)

## Abstract (arXiv)

Effective monitoring of mobile animal populations is crucial for ecological research, wildlife management, and agricultural applications. Monitoring of bats specifically can help understand the spread of disease as well as shine light on bat migration patterns, population dynamics, and the impacts of environmental changes on bat colonies. Fixed sensing modalities, such as infrared sensors, cameras, radar, and acoustic detectors, play a pivotal role in tracking and understanding animal behavior. This survey goes over context-informing details about bat biology, and then reviews these fixed sensing modalities, discussing the unique challenges and contributions of each approach. We highlight the coverage, applications, accuracy, and limitations associated with each of these sensing modalities. By synthesizing recent advances, we provide a comprehensive overview to guide future research in this area.