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The impact of the CVID-19 pandemic on birding and birds in India

International Ornithological Congress
14–20 August 2022

Karthik Thrikkadeeri · Ashwin Viswanathan

Introduction

Physical but also psychological and social. Loss of life, trade, industries, businesses, movement. Humans lost interaction with other humans and nature.
Everything went virtual/digital. Changed how we consume information, learn, work, socialise, communicate.

Anthropause

/anθrəpɔːz/

Anthropause

/anθrəpɔːz/

a considerable global slowing of modern human activities, notably travel
Rutz et al., 2020

Shortcomings of traditional methods of data collection for scientific research—especially contingent on human circumstances. However, many of these pitfalls do not apply as strongly to (and hence can be overcome by using) large-scale, crowdsourced, open access data on a wide variety of metrics, from human traffic levels to species occurrence [@bates2020].

Citizen science today is a research technique that engages volunteers from the general public—most of whom are not trained as scientists—in collecting and/or analysing and interpreting data as part of a scientific enquiry [@silvertown2009]. Most importantly, citizen science programmes facilitate attempts at answering large-scale questions that are otherwise not feasible [@macphail2020].


362,747 locations
1,954,724 lists
1,803,095 hours
30,564 people

36 states/UTs
635 districts

1,352 species
33 million observations


Data until March 2022

The quality and reliability of this data is highly contingent on the collectors, i.e., citizens. Birder behaviour needs to be uniform and consistent.
Thus, our primary concern now is whether or not the usefulness of such data has changed with the pandemic.

Questions

Did eBirder behaviour change during the pandemic?


Did eBirder behaviour change during the pandemic?


If so, how has it changed in terms of data quantity and quality?

Did eBirder behaviour change during the pandemic?


If so, how has it changed in terms of data quantity and quality?

What are the implications for usefulness of eBird data from the pandemic years?


Did eBirder behaviour change during the pandemic?


If so, how has it changed in terms of data quantity and quality?

What are the implications for usefulness of eBird data from the pandemic years?


Was there a visible difference in patterns of species reporting?

Can this be attributed to changes in birder behaviour, or did birds truly modify their behaviour?

How bias in birder behaviour can affect rep.freq.
Essentially, the kind of birds one likely to see changes depending on all the above factors.

Methods

Mention “peak” months

Did eBirder behaviour change during the pandemic?

Clarify log and non-

What happened during lockdown?

Birding intensity and coverage increased

Expected changes in birder behaviour

Urban birding bias

with no major spatial clusters

Implications of changes in birder behaviour?

Implications of changes in birder behaviour?

(... for large-scale analyses of bird abundance and distribution)

Was there a visible difference in patterns of species reporting?

Was there a visible difference in patterns of species reporting?


If so, is it an artefact of the changes in birder behaviour, or due to changes in abundance, detectability or behaviour of birds?

What does this all mean?

Data quantity—completely unaffected

Data quantity—completely unaffected

Data quality—slight changes due to birder behaviour

Data quantity—completely unaffected

Data quality—slight changes due to birder behaviour

Group birding remained low throughout

Data quantity—completely unaffected

Data quality—slight changes due to birder behaviour

Group birding remained low throughout

Species reporting—largely unaffected at large scale

Data quantity—completely unaffected

Data quality—slight changes due to birder behaviour

Group birding remained low throughout

Species reporting—largely unaffected at large scale

Care to be taken with small-scale analyses

effect of lowered group birding is unknown and difficult to gauge small-scale (bird graphs too); birders active again after peak

eBird data still useful!



Acknowledgements

Funders

  • Rohini Nilekani Philanthropies
  • Duleep Mathai Nature Conservation Trust
  • Cholamandalam Investment and Finance Co. Ltd.
  • National Centre for Biological Sciences



Acknowledgements

Funders

  • Rohini Nilekani Philanthropies
  • Duleep Mathai Nature Conservation Trust
  • Cholamandalam Investment and Finance Co. Ltd.
  • National Centre for Biological Sciences



Thanks to all birdwatchers and eBird editors!


Image by Gordon Johnson (source)

Thank you!

Find me at...

@rikudoukarthik
@TrickDEerie
kartrick.rbind.io
karthik.t@ncf-india.org

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