Batch evaluation of collective owned commercialised construction land using machine learning

Abstract The market entry of collective owned commercialised construction land (CCCL) is a crucial element of China’s ongoing rural land system reform. However, traditional appraisal methods struggle with efficiency and accuracy in the context of batch appraisals for CCCL market-entry prices. This s...

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Bibliographic Details
Main Authors: Wenzhu Zhang, Licheng Huang, Shengquan Lu, Shiyu Deng, Bin Wu, Yanfei Wei
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-11958-z
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