The reported decline in bird diversity tracks birdwatching effort, not birds
Abstract
A recent analysis in Science links a photovoltaic policy-stringency index to citizen-science bird records aggregated to county-months and concludes that China’s solar-expansion policy reduced Shannon diversity by 2.10% per standard deviation of stringency. Reproducing that estimate exactly from the replication package and checking its inputs against record-level data from the same platform, we show that the outcome variable measures the observation process rather than bird communities: nearly half of the checklists carry no abundance information, corrupted counts enter the regression unfiltered, and birdwatching effort grew 171-fold while concentrating in accessible, economically developed counties, in step with policy stringency. Once total effort is modeled, the coefficient reverses sign and is null in all 18 effort-adjusted specifications; the preferred estimate,
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BibTeX
@misc{ding2026reported,
title = {{The reported decline in bird diversity tracks birdwatching effort, not birds}},
author = {Chenchen Ding and Yang Liu and Zhengwang Zhang and Zhiheng Wang},
howpublished = {EcoEvoRxiv},
year = {2026},
month = sep,
doi = {10.32942/x23x30},
url = {https://ecoevorxiv.org/repository/view/14715/},
note = {CC BY-NC 4.0},
}
RIS
TY - UNPB
TI - The reported decline in bird diversity tracks birdwatching effort, not birds
AU - Chenchen Ding
AU - Yang Liu
AU - Zhengwang Zhang
AU - Zhiheng Wang
PY - 2026
DA - 2026/09/07
PB - EcoEvoRxiv
DO - 10.32942/x23x30
UR - https://ecoevorxiv.org/repository/view/14715/
AB - A recent analysis in Science links a photovoltaic policy-stringency index to citizen-science bird records aggregated to county-months and concludes that China’s solar-expansion policy reduced Shannon diversity by 2.10% per standard deviation of stringency. Reproducing that estimate exactly from the replication package and checking its inputs against record-level data from the same platform, we show that the outcome variable measures the observation process rather than bird communities: nearly half of the checklists carry no abundance information, corrupted counts enter the regression unfiltered, and birdwatching effort grew 171-fold while concentrating in accessible, economically developed counties, in step with policy stringency. Once total effort is modeled, the coefficient reverses sign and is null in all 18 effort-adjusted specifications; the preferred estimate,
ER -