Streamlining counterfactual ecosystem restoration and conservation impact evaluation in R with the spatialBACI package

Before-after-control-impact (BACI) assessments are crucial in determining effectiveness of ecosystem conservation and restoration actions. This type of analysis can strongly benefit from earth observation and other geospatial datasets. The R package spatialBACI provides functionalities to streamline use of spatial datasets in some of the main steps of BACI assessment for ecosystem conservation: defining impact and control units, matching impact and control units and impact assessment. We demonstrate the utility of the package for a restoration site.

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Publication Details

Journal
Biodiversity Data Journal
Published
2026-05-27
DOI
https://doi.org/10.3897/bdj.14.e182671
Primary Topic
Land Use and Ecosystem Services
Type
article
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article

Streamlining counterfactual ecosystem restoration and conservation impact evaluation in R with the spatialBACI package

W. Bijker, Louise Willemen, Jasper Van doninck
Biodiversity Data Journal
Land Use and Ecosystem Services
article

Streamlining counterfactual ecosystem restoration and conservation impact evaluation in R with the spatialBACI package

W. Bijker, Louise Willemen, Jasper Van doninck
article en

Abstract

Before-after-control-impact (BACI) assessments are crucial in determining effectiveness of ecosystem conservation and restoration actions. This type of analysis can strongly benefit from earth observation and other geospatial datasets. The R package spatialBACI provides functionalities to streamline use of spatial datasets in some of the main steps of BACI assessment for ecosystem conservation: defining impact and control units, matching impact and control units and impact assessment. We demonstrate the utility of the package for a restoration site.

Biodiversity Data JournalVol. 14
University of Twente (NL)
Life in Land
Openalex Percentile: Top 6%
Land Use and Ecosystem Services
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