Ecological Integrity Index, timely annual tracking of biodiversity change

Despite numerous global initiatives and policy framework to mitigate ongoing biodiversity decline, progress remains limited due to lack of biodiversity indicators that are timely, scientifically rigorous, and representative. Furthermore, databases underlying previous indicators are spatially, temporally, geographically and taxonomically biased, making it difficult to track biodiversity change dynamics and set proper biodiversity targets. Here, we constructed a new version of the global human footprint, and used it to infer temporally explicit annual shifting patterns of biodiversity across all scales by incorporating remote sensing and mapping out human pressures. This indicator (the Ecological Integrity Index- EII) successfully differentiates high- and low- biodiversity biomes, especially for deserts and tundra. Moreover, shifting annual patterns can identify global hotspots (e.g., major rainforests and regional hotspots), and shows biodiversity change dynamics at regional level based on estimating biodiversity change over time. Changes of evolving human footprint were further analyzed with relationships to biodiversity patterns. At more a local level, the patterns perfectly reflect biodiversity and intactness. Compared to other indicators (e.g., BII, BHI) in the Kunming-Montreal Global Biodiversity Framework (GBF) and biodiversity models (e.g., GLOBIO), the EII can better reflect biodiversity. EII shows a good performance, with the potential to inform biodiversity conservation efforts, and support the implementation of the post-2020 global biodiversity framework.

Authors

Institutions

Publication Details

Journal
Scientific Data
Published
2026-01-15
DOI
https://doi.org/10.1038/s41597-025-06485-5
Primary Topic
Land Use and Ecosystem Services
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ecological Integrity Index, timely annual tracking of biodiversity change

Taochun Sun, Andrew Hughes, Li Yu, Kehan He
Scientific Data
Land Use and Ecosystem Services
article

Ecological Integrity Index, timely annual tracking of biodiversity change

Taochun Sun, Andrew Hughes, Li Yu, Kehan He
article en

Abstract

Despite numerous global initiatives and policy framework to mitigate ongoing biodiversity decline, progress remains limited due to lack of biodiversity indicators that are timely, scientifically rigorous, and representative. Furthermore, databases underlying previous indicators are spatially, temporally, geographically and taxonomically biased, making it difficult to track biodiversity change dynamics and set proper biodiversity targets. Here, we constructed a new version of the global human footprint, and used it to infer temporally explicit annual shifting patterns of biodiversity across all scales by incorporating remote sensing and mapping out human pressures. This indicator (the Ecological Integrity Index- EII) successfully differentiates high- and low- biodiversity biomes, especially for deserts and tundra. Moreover, shifting annual patterns can identify global hotspots (e.g., major rainforests and regional hotspots), and shows biodiversity change dynamics at regional level based on estimating biodiversity change over time. Changes of evolving human footprint were further analyzed with relationships to biodiversity patterns. At more a local level, the patterns perfectly reflect biodiversity and intactness. Compared to other indicators (e.g., BII, BHI) in the Kunming-Montreal Global Biodiversity Framework (GBF) and biodiversity models (e.g., GLOBIO), the EII can better reflect biodiversity. EII shows a good performance, with the potential to inform biodiversity conservation efforts, and support the implementation of the post-2020 global biodiversity framework.

Scientific DataVol. 13(1)
The University of Melbourne (AU), Saint Francis University (HK), Unimed Medical Institute (CN), Ministry of Education (IR), Ministry of Education (ME), University of Hong Kong (HK), Tsinghua University (CN)
Life in Land
Openalex Percentile: Top 91%
Land Use and Ecosystem Services
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Ecological Integrity Index, timely annual tracking of biodiversity change — Taochun Sun, Andrew Hughes, et al. · Scientific Data (2026) | TGRS Research Map | TGRS