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Updated: Aug 5, 2026

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Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
Published on: October 24, 2025
Integrating Remote Sensing and Positive Deviance to Identify Scalable Forest Conservation Practices in Northern Ghana
Anthony Kwabena Sarfo1,2, Michael Darko Ahwireng3, Raphael J Nawrotzki3
1Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ), Eschborn, Germany. sarfoanthony38@gmail.com.
Environmental Management
|August 1, 2026
Summary
Rural communities in Northern Ghana maintain forest cover through economic tree product use, integrating trees into land boundaries, and strong community forest governance. These practices offer insights for climate resilience strategies in similar regions.
Area of Science:
- Environmental Science
- Forestry
- Rural Development
Background:
- Climate resilience is linked to forest cover, yet factors enabling forest retention in rural communities facing constraints are understudied.
- Understanding local conservation practices is crucial for effective climate change adaptation strategies.
Purpose of the Study:
- To identify and analyze locally embedded forest conservation practices in Northern Ghana using the Data-Powered Positive Deviance (DPPD) framework.
- To explore the social, institutional, and behavioral factors influencing forest cover change in rural communities.
Main Methods:
- Application of the Data-Powered Positive Deviance (DPPD) framework.
- Geospatial analysis using satellite-derived vegetation indices to identify high and low forest-cover change communities.
- Comparative analysis and qualitative fieldwork to explore socio-institutional factors.
Main Results:
- Communities with higher forest retention exhibited a 'golden mix' of practices.
- Key practices include economic utilization of tree products, integrating trees into land boundary demarcation, and functional community forest governance.
- These practices demonstrate how livelihood strategies and local institutions can enhance forest conservation.
Conclusions:
- The study identifies practical, locally driven strategies for forest conservation and climate resilience in semi-arid regions.
- Combining geospatial data with community insights offers a robust approach to discovering context-specific conservation solutions.
- Findings from Northern Ghana can inform similar initiatives in comparable environmental and socio-economic settings.
