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Sensors and Materials, Volume 38, Number 7(2) (2026)
Copyright(C) MYU K.K.
pp. 3857-3870
S&M4538 Research paper
https://doi.org/10.18494/SAM6305
Published: July 17, 2026

Performance Evaluation of Ecological Protection and Restoration Projects Based on the Nature-based Solutions Global Standard and Multi-source Data Fusion [PDF]

Yanbin Wang, Wensheng Zhou, Ruidong He, and Jiakai Zhou

(Received February 25, 2026; Accepted April 30, 2026)

Keywords: nature-based solutions (NbS) global standards, remote sensing, ecological protection and restoration, performance evaluation

By combining nature-based solutions (NbS) global standards and Chinese engineering management paradigm, in this paper, we summarize the key points of the NbS criterion system in China’s project management process. Integrating multi-source data (satellite remote sensing, project lifecycle governance checklist, social sensing, and ground-based sensing), we established a multi-level performance system for ecological protection and restoration projects under a Decision-making–Management–Output–Effectiveness framework. Validation using 140 national pilot projects in the Qilian Mountain area showed that the multi-source data evaluation system can effectively support performance assessment, monitoring, and the analysis of ecological protection. Lifecycle checklist indicators scored high, reflecting emphasis on fund use and traceable management; checklist, remote sensing, and ground sensor indicators showed satisfactory completion rates relative to national plans; social sensing indicators fell below 90%, indicating a need for greater public recognition. The lowest score—measure optimization and iteration—objectively reflected the slow uptake of NbS in China and revealed a planning-optimization workflow defect. In this paper, we highlight the value of mining remote-sensing-based ecological benefit indicators (e.g., water conservation) and advocate a small-scale, gradual approach to promoting NbS standards and ecological restoration practices.

Corresponding author: Wensheng Zhou


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Cite this article
Yanbin Wang, Wensheng Zhou, Ruidong He, and Jiakai Zhou, Performance Evaluation of Ecological Protection and Restoration Projects Based on the Nature-based Solutions Global Standard and Multi-source Data Fusion, Sens. Mater., Vol. 38, No. 7, 2026, p. 3857-3870.



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