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Updated: Jul 28, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Mapping potential conflicts between global agriculture and terrestrial conservation.
Nguyen Tien Hoang1, Oliver Taherzadeh1,2, Haruka Ohashi3
1Research Institute for Humanity and Nature, Kyoto 603-8047, Japan.
Global food demand drives agricultural expansion into critical biodiversity areas. This study maps conservation risk hotspots, revealing that cattle, maize, rice, and soybean production threaten high-priority sites worldwide.
Area of Science:
- Ecology
- Conservation Biology
- Agricultural Science
Background:
- Agricultural land use competes with biodiversity, particularly due to international trade.
- Understanding the spatial distribution and drivers of these conflicts is crucial for effective conservation.
- Current knowledge on consumer responsibility for agricultural-driven conservation risks is limited.
Purpose of the Study:
- To map global conservation risk hotspots resulting from agricultural production.
- To identify specific agricultural commodities and consumer patterns contributing to these risks.
- To provide data for prioritizing conservation efforts and safeguarding biodiversity.
Main Methods:
- Integrated conservation priority (CP) maps with agricultural trade data for 197 countries and 48 products.
- Utilized spatial analysis at 0.5° resolution to identify areas of overlap between agriculture and high-biodiversity priority habitat.
- Developed a web-based GIS tool to visualize the identified conservation risks.
Main Results:
- One-third of global agricultural production occurs in high conservation priority sites (CP > 0.75).
- Cattle, maize, rice, and soybean production represent the most significant threats to very high CP sites.
- Commodity-specific threats vary by region, and national conservation risks depend on trade and sourcing patterns.
Conclusions:
- Spatial analysis reveals significant competition between agriculture and high-conservation value sites globally.
- The findings highlight the need for targeted conservation strategies considering specific commodities, regions, and trade dynamics.
- The developed GIS tool offers a valuable resource for informing conservation planning and policy at national and global scales.
Related Concept Videos
Threats to Biodiversity
Habitat Fragmentation
What is Climate?
What is Conservation Biology?
Conservation of Declining Populations
Sustainable Development

