Jasper Van Doninck, Wietske Bijker, Louise Willemen
{"title":"Streamlining counterfactual ecosystem restoration and conservation impact evaluation in R with the spatialBACI package.","authors":"Jasper Van Doninck, Wietske Bijker, Louise Willemen","doi":"10.3897/BDJ.14.e182671","DOIUrl":null,"url":null,"abstract":"<p><p>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 <i>spatialBACI</i> 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.</p>","PeriodicalId":55994,"journal":{"name":"Biodiversity Data Journal","volume":"14 ","pages":"e182671"},"PeriodicalIF":1.3000,"publicationDate":"2026-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13234559/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biodiversity Data Journal","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.3897/BDJ.14.e182671","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"BIODIVERSITY CONSERVATION","Score":null,"Total":0}
引用次数: 0
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 JournalAgricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
2.20
自引率
7.70%
发文量
283
审稿时长
6 weeks
期刊介绍:
Biodiversity Data Journal (BDJ) is a community peer-reviewed, open-access, comprehensive online platform, designed to accelerate publishing, dissemination and sharing of biodiversity-related data of any kind. All structural elements of the articles – text, morphological descriptions, occurrences, data tables, etc. – will be treated and stored as DATA, in accordance with the Data Publishing Policies and Guidelines of Pensoft Publishers.
The journal will publish papers in biodiversity science containing taxonomic, floristic/faunistic, morphological, genomic, phylogenetic, ecological or environmental data on any taxon of any geological age from any part of the world with no lower or upper limit to manuscript size.