EMSN

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§ J · Annual report EMSN · 2026

A year of
listening.

How 2026 sounds and looks, up to today. Figures refreshed daily.

§ J-01 · In numbers What the pipelines caught
1,319,380
bird detections
154 species
21,559
bat passes
24 species
20,120
sky photos
one every ten minutes
219,525
weather readings
Davis Vantage Pro 2

In 2026 the stations collected data on 161 days, starting 1 January 2026.

§ J-02 · What we heard Top eight across all microphones

The eight regulars.

A small group of species accounts for the bulk of all recordings. Tits, crows, blackbirds and their neighbours pass by every day. Further down the list, sightings become rarer: from common tree dwellers to the occasional striking migrant.

  1. 01 Common blackbird 468,269
  2. 02 Eurasian blue tit 187,865
  3. 03 Eurasian magpie 117,829
  4. 04 Great tit 116,616
  5. 05 Common wood pigeon 89,163
  6. 06 Common swift 74,836
  7. 07 Western jackdaw 56,542
  8. 08 European robin 56,535
§ J-03 · What we did not hear Bat species in the archive

Ultrasound from the dusk.

The Ultramic microphone sits on the roof and listens from sunset onwards for anything above human hearing. Pipistrelles dominate, with the occasional visitor from a rarer genus.

  1. 01 Common pipistrelle ~49 kHz
  2. 02 Unknown bat ~26 kHz
  3. 03 Leisler's bat ~28 kHz
  4. 04 Serotine bat ~31 kHz
  5. 05 Common noctule ~21 kHz
  6. 06 Nathusius's pipistrelle ~39 kHz
§ J-04 · In the boxes Breeding season 2026

Who bred here in 2026.

§ J-05 · Under the hood The infrastructure

Four Pis, a NAS,
a few thousand lines of code.

Everything you see on this site comes from equipment in the garden and the shed. Four Raspberry Pis, a Synology NAS, a Davis weather station and some homemade Python and TypeScript. No subscriptions, no cloud platform. Just open source code and our own electricity.

Read the full technical story →
  • BirdNET-Pi · three listening posts, 24/7 bird recognition
  • BatDetect2 · bat detection above 20 kHz
  • FastAPI + Postgres · all data through a single API
  • Astro 5 + Vercel · this site, static where possible
  • Cloudflare Tunnel · NAS behind a fixed hostname
  • MQTT + SSE · live detections to the browser
§ J-06 · What next Plans for the coming months

Next year, even better.

I want to make the dataset more robust, add more photos and notes, and over time also a few real field trips with the mobile station. What you see now is a first full year. What stands next year is a second year, with the same equipment in the same place, so that changes only become really visible.

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