Consistent global dataset on biodiversity intactness footprint of agricultural production from 2000 to 2020



Abstract

Global biodiversity is rapidly declining, primarily due to agricultural production driven by both domestic and transboundary consumption. This study addresses the challenges posed by inconsistent spatiotemporal biodiversity data by developing a time series of biodiversity loss footprints based on Biodiversity Intactness Index (BII). Numerous land use, land cover, and auxiliary datasets were integrated to produce a consistent time series of high-resolution harmonized land use (HHLU) maps. These maps were utilized to quantify spatial BII using linear-mixed effect models. Biodiversity intactness loss (BII footprint) was subsequently attributed to specific crops and livestock commodities. This study provides comprehensive global datasets, including HHLU and BII maps, and synthesized BII footprints across 14 biomes, 193 countries and territories, 154 crop items, and 9 livestock categories from 2000 to 2020. These datasets facilitate spatiotemporal analyses to identify trends and patterns in global biodiversity integrity and biodiversity footprints, thereby elucidating the ecological trade-offs embedded in international trade. These insights can encourage appropriate interventions to transform consumption patterns and supply chains toward the effective conservation of global biodiversity.


Nguyen, C. T.*, Vačkářová, D. & Weinzettel, J., 2025. Consistent global dataset on biodiversity intactness footprint of agricultural production from 2000 to 2020. Scientific Data, 12, 1613 DOI: 10.1038/s41597-025-05901-0


Overview of the methodological framework used to generate biodiversity intactness maps and biodiversity loss footprints associated with agricultural production.
Harmonized land use map in 2020 and fragmented zoom-in examples in (A) Northeast America, (B) Amazon, (C) Mekong Delta, (D) Eastern Australia, (E) Northeast China, (F) Nile Delta in Egypt, (G) Southern Africa, and (H) Western Europe, depict dominant land use categories globally.
Biodiversity intactness index (BII) in 2020 and examples in (A) Northeast America, (B) Amazon, (C) Mekong Delta, (D) Eastern Australia, (E) Northeast China, (F) Nile Delta in Egypt, (G) Southern Africa, and (H) Western Europe. Green represents intact ecosystems and red indicates ecosystems with high human intervention.
Summary of BII loss footprints: (A) overall trend of total BII loss footprint on crops and livestock from 2000 to 2020, and comparisons between average footprint and overall trend on (B) biomes, (C) countries/territories, and (D) commodities. The footprint from the livestock sector has gradually declined, whereas the footprint associated with crop production has increased persistently over time. Increases in biodiversity footprints were observed across all biomes, with particularly notable growth in tropical and subtropical moist broadleaf forests, temperate broadleaf and mixed forests, and tropical and subtropical grasslands, savannas, and shrublands. At the country level, footprints increased in nearly all countries, except for Australia and Mongolia, where substantial declines were observed. Among commodities, the most significant increases in footprints were associated with maize, wheat, and meat cattle, while a notable decrease was seen for meat sheep.





Enjoy Reading This Article?

Here are some more articles you might like to read next:

  • 📢 Editing a Special Issue on Designing Resilient Cities (Sustainability, MDPI)
  • 📰 Deep learning for Fruit tree Classification on RSASE
  • 📰 Simulate Land use Changes under Scenarios on LAND
  • Set-up Windows 10 machine for Deep Learning