When a search for over a decade yields no clues, how does one detect a species shrouded in mystery? The name Jerdon’s courser often piques people’s interest, leading to enthusiastic discussions on how to find this elusive bird. It was first discovered in the mid 1800s by Sir Thomas C. Jerdon, a British surgeon and naturalist, after whom several plants and animals have been named. What is so flummoxing is that after 1900 the bird was not seen for 86 years until Bharat Bushan and his team rediscovered it in 2008. Extensive research was subsequently carried out by P. Jeganathan, who was also the last person to see it, in 2008. For the past 14 years, this bird’s presence has remained a mystery. Jerdon’s courser is currently categorized as Critically Endangered on the IUCN Red List and is a Schedule I species under the Indian Wildlife Protection Act (1972).

Attenuation experiment being performed in Sri Lankamalleshwara Wildlife Sanctuary to determine how far the vocalizations of Jerdon’s courser travel, to determine the grid sizes for placing Automated Recording Units. Photo: Chiti Arvind

Jerdon’s courser is endemic to a small region of open forest scrubland in the Sri Lankamalleshwara Wildlife Sanctuary in the foothills of the Eastern Ghats of Andhra Pradesh, India. Little is known about this species’ life history and behaviour. Previous detection methods involved setting up camera traps, conducting manual searches on foot and using sand-based tracking strips to examine footprints. For the first time, we sought to use passive acoustic monitoring to try to detect it.

The study arose from discussions at an Indo–US Science and Technology Forum. A bioacoustic workshop held at the Indian Institute of Science Education and Research–Tirupati, brought critical contributors together: P. Jeganathan, Russell Charif from K. Lisa Yang Center for Conservation Bioacoustics at Cornell University, and Robin and the rest of our team who are based around the study area. We focused on developing a systematic detection plan using automated recording units that tested four types of recording hardware for acoustic data collection and two commercially available software programmes to analyse the collected sound recordings.

Preparing Automated Recording Units for deployment at the field site. Photo: P. Jeganathan

Based on a sound attenuation experiment conducted in the same landscape, we determined the recording radius of the four types of recorders to be 500 m. The area was divided into 1 x 1 km grids, with recorders placed at the center of each grid square. Our fieldwork was intense, involving the deployment of 17 recorders at a time. We were always careful to conceal the recorders, as the Sanctuary’s periphery is frequently visited by cattle and herdsmen.

We collected over 2,400 hours of data across 5 months and created a detection pipeline using recognizers created in two commercially available sound analysis programmes:  Raven Pro and Kaleidoscope Pro. Both programmes resulted in several million detections that were then manually cross-verified with vocalizations of co-occurring species that fall within Jerdon’s courser’s calling frequency bandwidth. To do this, a list of co-occurring species that vocalize within Jerdon’s courser’s calling bandwidth were shortlisted using eBird and personal field records. We prepared a questionnaire for calls that we couldn’t readily identify and sent them to 11 experts familiar with bird vocalizations in India and asked them to rate the call as most likely or least likely to belong to Jerdon’s courser.

Left: Deployment of recorders at an appropriate height on the tree. Photo: Chiti Arvind. Right: An inaccurate report from an Indian Newspaper indicating the discovery of Jerdon’s courser.

Although we did not detect Jerdon’s courser’s known vocalizations, we did record an unidentifiable call that was similar to that of Jerdon’s courser. On closer examination of the context of the call, we suspect the call to be that of a bay-backed shrike, a well-known mimic. This mimicked call only occurred once, which is insufficient for us to confirm or rule out the presence of Jerdon’s courser in the landscape. However, it emphasizes the importance of taking into account mimicry when detecting species that vocalize infrequently. It also raises questions on how the shrike learnt this call—either from another bird that mimics the Jerdon’s courser, or directly from a Jerdon’s courser itself. However, Jerdon’s courser is thought to be nocturnal and the bay-backed shrike is diurnal. There is no simple answer to ‘Did you find Jerdon’s courser?’. All options may be possible, but our study certainly indicates that it is worth continuing to monitor and use bioacoustics in future research.

Given the time constraints and the onset of the COVID-19 pandemic we were unable to run the recorders year-round in the landscape, but we are looking forward to expanding the area covered to regions outside the Wildlife Sanctuary. The Indian Government and the State government have sanctioned substantial money for research directed towards the detection of Jerdon’s courser. In general, national enthusiasm to detect this species is very high. During our study, several news reports suggested, incorrectly, that we had detected this species. Our study comes at a crucial point in the quest to detect this species. Our study comes at a crucial point where our acoustic methodology can be built upon and used in conjecture with other methods to increase the chances of detecting this species.

Sri Lankamalleshwara Wildlife Sanctuary in the dry season. Photo: Chiti Arvind

The article Species detection framework using automated recording units: a case study of the Critically Endangered Jerdon’s courser is available in Oryx—The International Journal of Conservation.



Chiti is a PhD student at the Indian Institute of Science Education and Research–Tirupati. Her research interests lie in avian bioacoustics. She is currently working on cultural dialects in song and genetic connectivity in a species endemic to the montane cloud forests of the Shola Sky Islands in the Western Ghats of India. She is also involved in projects that use passive acoustic monitoring for species detection and biodiversity monitoring.