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
1,457,345
bird detections
165 species
141,981
bat passes
24 species
37,817
sky photos
one every ten minutes
378,168
weather readings
Davis Vantage Pro 2

In 2026 the stations collected data on 288 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 327,286
  2. 02 Common swift 277,502
  3. 03 Eurasian blue tit 161,791
  4. 04 Eurasian magpie 135,605
  5. 05 Great tit 109,693
  6. 06 Western jackdaw 99,450
  7. 07 Common wood pigeon 98,412
  8. 08 European robin 53,768
§ 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 Nathusius's pipistrelle ~39 kHz
  5. 05 Serotine bat ~32 kHz
  6. 06 Common noctule ~21 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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