Predicting regional sustainable development to enhance decision-making in brownfield redevelopment using machine learning algorithms

• Published in: Ecological indicators Vol. 163; p. 112117
• Main Author: Chen, I-Chun
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.06.2024; Elsevier
• Subjects: Brownfield redevelopment; brownfields; decision making; education; energy; entropy; food security; governance; land restoration; Machine learning; Principal component analysis; Regional governance sustainability; remediation; Support vector machine; support vector machines; sustainable development; Taiwan; Taiwan; Regional governance sustainability; Support vector machine; Machine learning; Brownfield redevelopment; Principal component analysis

•The ML-RSD model mitigates subjective judgment when assessing regional sustainability and drawing the brownfield redevelopment strategies.•This model employs machine learning algorithms to predict comprehensive evaluation ratings for regional development.•The primary drivers of sustainable developm...