{"title":"Development of a risk assessment software for cumulative effect","authors":"Effah Kwabena Antwi , Gifty Osei , Wiafe Owusu-Banahene , John Boakye-Danquah , Prisca-Maria Okafor , Kobina Korankye , Akua Nyamekye Darko , Priscilla Toloo Yohuno (Apronti)","doi":"10.1016/j.mex.2025.103155","DOIUrl":null,"url":null,"abstract":"<div><div>Regional Risk Assessment is essential for evaluating the environmental impacts of large-scale resource development projects. However, existing Regional Asessement (RA) frameworks often lack generalizability which hinders result standardization. To address these challenges, the Risk Assessment Framework for Cumulative Effects (RAFCE) was developed to provide a standardized approach for impact identification, prioritization, and mitigation during RA. Despite these strengths, the RAFCE's reliance on spreadsheet-based manual data entry and calculations, coupled with the absence of collaborative features, increases the risks of human error and inflates operational costs including time taken to complete an RA.</div><div>This paper proposes a software implementation of RAFCE to enhance efficiency and accuracy in the RA process. This is a novel approach that provides a platform unique of its kind for systematically evaluating the cumulative effects of resource exploration by multiple stakeholders. The development process involved three main steps:<ul><li><span>•</span><span><div>Developing a NoSQL Database to efficiently store and retrieves RA data,</div></span></li><li><span>•</span><span><div>Implementing an API and Backend with Java Spring Boot automates critical functionalities and</div></span></li><li><span>•</span><span><div>Building a React-based Frontend Development: that provides a user-friendly interface, that simplifies data entry and software interaction.</div></span></li></ul>By automating calculations and improving the user interface, the proposed software mitigates the risks associated with manual processes and significantly reduces the cost and time required for the RA process, thereby enhancing its reliability and efficiency.</div></div>","PeriodicalId":18446,"journal":{"name":"MethodsX","volume":"14 ","pages":"Article 103155"},"PeriodicalIF":1.9000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11786697/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"MethodsX","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2215016125000032","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/3 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Regional Risk Assessment is essential for evaluating the environmental impacts of large-scale resource development projects. However, existing Regional Asessement (RA) frameworks often lack generalizability which hinders result standardization. To address these challenges, the Risk Assessment Framework for Cumulative Effects (RAFCE) was developed to provide a standardized approach for impact identification, prioritization, and mitigation during RA. Despite these strengths, the RAFCE's reliance on spreadsheet-based manual data entry and calculations, coupled with the absence of collaborative features, increases the risks of human error and inflates operational costs including time taken to complete an RA.
This paper proposes a software implementation of RAFCE to enhance efficiency and accuracy in the RA process. This is a novel approach that provides a platform unique of its kind for systematically evaluating the cumulative effects of resource exploration by multiple stakeholders. The development process involved three main steps:
•
Developing a NoSQL Database to efficiently store and retrieves RA data,
•
Implementing an API and Backend with Java Spring Boot automates critical functionalities and
•
Building a React-based Frontend Development: that provides a user-friendly interface, that simplifies data entry and software interaction.
By automating calculations and improving the user interface, the proposed software mitigates the risks associated with manual processes and significantly reduces the cost and time required for the RA process, thereby enhancing its reliability and efficiency.
区域风险评价是评价大型资源开发项目环境影响的重要手段。然而,现有的区域评价框架往往缺乏通用性,阻碍了结果的标准化。为了应对这些挑战,制定了“累积效应风险评估框架”(RAFCE),为RA期间的影响识别、优先排序和缓解提供了标准化方法。尽管有这些优势,但RAFCE依赖于基于电子表格的手动数据输入和计算,加上缺乏协作功能,增加了人为错误的风险,并增加了操作成本,包括完成RA所需的时间。本文提出了一种RAFCE的软件实现,以提高RA过程的效率和准确性。这是一种新颖的方法,为系统地评估多方利益相关者资源勘探的累积效应提供了一个独特的平台。开发过程包括三个主要步骤:•开发一个NoSQL数据库来有效地存储和检索RA数据;•使用Java Spring Boot实现API和后端,使关键功能自动化;•构建基于react的前端开发:提供用户友好的界面,简化数据输入和软件交互。通过自动化计算和改进用户界面,建议的软件减轻了与手工流程相关的风险,并显著降低了RA流程所需的成本和时间,从而提高了其可靠性和效率。