journal article·2026-07-07Open access

An Ecological Cost Accounting Model for Open-Pit Mining: Application to Ultimate Pit Limit Optimization and Slope Angle Optimization Potential Assessment

Zhenguo Zhu, Xiaowei Gu, Xiaochuan Xu, Qing Wang, Kai Zhan, Wei Yang, Li Song, Yongxuan Zhao

Applied Sciences· Volume 16· Issue 13

Abstract

Ecological disturbance is rarely included as an internal factor in ultimate pit limit design. As a result, conventional methods based on profit maximization are limited in their ability to support green and efficient open-pit mine designing. In this study, an ecological cost accounting model for open-pit mining was developed based on the DPSIR framework. In the proposed model, land occupation and associated ecosystem degradation cost, carbon emission cost, environmental pollution control cost during the mining period, ecological monitoring and maintenance cost, and post-closure reclamation cost were monetized and integrated with economic profit. On this basis, an economic–ecological comprehensive benefit was defined as the difference between economic profit and total ecological cost. This comprehensive benefit was used to support ultimate pit limit scheme selection and the assessment of slope angle optimization potential. A set of candidate ultimate pit limit schemes was generated for a large open-pit iron mine under different combinations of zonal slope angles and open-pit scales. The ecological costs of the candidate schemes were mainly between USD 1160 million and USD 1350 million. In terms of cost composition, land occupation and associated ecosystem degradation cost accounted for approximately 67.3% of the total ecological cost. After ecological cost was included, the peak of the economic–ecological comprehensive benefit shifted toward a smaller open-pit scale, indicating that profit maximization alone may lead to excessive pit expansion. Zonal sensitivity analysis showed that the strongest responses on slope angle optimization potential were found in Zones 4# and 3#. For each 1° increase in slope angle, average increases of approximately USD 41.38 million and USD 35.32 million in pit profit were obtained in Zones 4# and 3#, respectively.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Mining Techniques and Economics · Wildlife-Road Interactions and Conservation · Mining and Resource Management

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Resources and Civil Engineering, Northeastern University, Shenyang 110819, China

Science and Technology Innovation Center of Smart Water and Resource Environment, Northeastern University, Shenyang 110819, China

Liaoning Institute of Technological Innovation in Solid Waste Utilization, Northeastern University, Shenyang 110819, China

China National Gold Group Digital Intelligence Technology Co., Ltd., Beijing 100010, China

China Academy of Machinery Science and Technology Group Co., Ltd., Beijing 100044, China

BGRIMM Technology Group, Beijing 100160, China

Funding

National Natural Science Foundation of China · Fundamental Research Funds for the Central Universities

References (31)

Show source-provided references
1. Mining 4.0 and climate neutrality: A unified and reliable decision system for safe, intelligent, and green & climate-smart mining10.1016/j.jclepro.2023.137313 ↗
2. Comprehensive overview: Fleet management drives green and climate-smart open pit mine10.1016/j.rser.2023.113942 ↗
3. Monitoring of ecological environment changes in open-pit mines on the Loess Plateau from 1990 to 2023 based on RSEI10.1016/j.ecolind.2024.113064 ↗
4. Evaluation and quantitative characterization for the ecological environment impact of open pit mining on vegetation destruction from Landsat time series: A case study of Wulishan limestone mine10.1016/j.ecolind.2023.111371 ↗
5. Response of ecosystem services and environmental dynamics in large open-pit coal mines: A case study in semi-arid areas
6. A novel framework for integrating environmental costs and carbon pricing in open-pit mine plans: Towards sustainable and green mining10.1016/j.jclepro.2024.143059 ↗
7. Ren, H., Zhao, Y., and He, T. (2026). Remote Sensing in Mining-Related Eco-Environmental Monitoring and Assessment. Remote Sens., 18.10.3390/rs18010103 ↗
8. Evaluation and Dynamic Monitoring of Ecological Environment Quality in Mining Area Based on Improved CRSEI Index Model10.1016/j.heliyon.2023.e20787 ↗
9. Remote Sensing Monitoring of Ecological Environment Quality in Mining Areas under the Perspective of Ecological Engineering10.1007/s12665-024-11893-8 ↗
10. Assessing the Ecological Impacts of Opencast Coal Mining in Qinghai-Tibet Plateau—A Case Study in Muli Coal Field, China10.1016/j.ecolind.2023.110454 ↗
11. Automatically Identifying the Vegetation Destruction and Restoration of Various Open-Pit Mines Utilizing Remotely Sensed Images: Auto-VDR10.1016/j.jclepro.2023.137490 ↗
12. Time Series Procession for Monitoring Land Disturbance Caused by Surface Coal Mining in China10.1016/j.jclepro.2024.141585 ↗
13. Exploring the Restoration Stability of Abandoned Open-Pit Mines by Vegetation Resilience Indicator Based on the LandTrendr Algorithm10.1016/j.ecolind.2024.112392 ↗
14. Monitoring and Evaluation of Ecological Restoration in Open-Pit Coal Mine Using Remote Sensing Data Based on a OM-RSEI Model10.1080/17480930.2025.2458012 ↗
15. Hu, J., Ye, B., Bai, Z., and Feng, Y. (2022). Remote Sensing Monitoring of Vegetation Reclamation in the Antaibao Open-Pit Mine. Remote Sens., 14.10.3390/rs14225634 ↗
16. Assessing the True Value of Ecological Restoration in Mining Areas: An Input-Output Approach Based on Ecosystem Service Valuation10.1016/j.ecolind.2024.112591 ↗
17. Quantitative evaluation of ecological cumulative effect in mining area using a pixel-based time series model of ecosystem service value10.1016/j.ecolind.2020.106873 ↗
18. Yang, W., Mu, Y., Zhang, W., Wang, W., Liu, J., Peng, J., Liu, X., and He, T. (2022). Assessment of ecological cumulative effect due to mining disturbance using Google Earth Engine. Remote Sens., 14.10.3390/rs14174381 ↗
19. Wu, Q., Yang, L., and Mi, J. (2024). Detecting the effects of opencast mining on ecosystem services value in arid and semi-arid areas based on time-series remote sensing images and Google Earth Engine (GEE). BMC Ecol. Evol., 24.10.1186/s12862-024-02213-6 ↗
20. Quantifying the coal mining impact on the ecological environment of Gobi open-pit mines10.1016/j.scitotenv.2023.163723 ↗
21. Evaluation of ecosystem services from 2000 to 2020 and their trade-offs/synergies in a coalfield: A case study in the Pingshuo mining area of the Loess Plateau, China10.1007/s11356-022-24820-w ↗
22. Chen, Z., Zhu, Z., Zhang, X., Jiao, Y., Cheng, Y., Wang, S., and Zhang, H. (2024). Study on spatio-temporal evolution of ecosystem services, spatio-temporal pattern of tradeoff/synergy relationship and its driving factors in Shendong mining area. Front. Environ. Sci., 12.10.3389/fenvs.2024.1445833 ↗
23. Construction of landscape ecological network based on landscape ecological risk assessment in a large-scale opencast coal mine area10.1016/j.jclepro.2020.125523 ↗
24. Surface mining caused multiple ecosystem service losses in China10.1016/j.jenvman.2021.112618 ↗
25. Shi, J., Li, D., Shen, C., Yang, J., and Wu, F. (2023). A new pattern to quantitatively evaluate the value of ecosystem services in the large-scale open-pit coal mining area. Front. Ecol. Evol., 11.10.3389/fevo.2023.1127028 ↗
26. Pacifico, A.M., Mulazzani, L., and Malorgio, G. (2025). Are the economic valuations of marine and coastal ecosystem services supporting policymakers? A systematic review and remaining gaps and challenges. Front. Mar. Sci., 11.10.3389/fmars.2024.1501812 ↗
27. Ecosystem services valuation in China: A meta-analysis10.1016/j.scitotenv.2021.151122 ↗
28. von Döhren, P., and Haase, D. (2023). Ecosystem services for planning post-mining landscapes using the DPSIR framework. Land, 12.10.3390/land12051077 ↗
29. Lin, W., Wu, P., and Zhao, G. (2024). Identification and analysis of influencing factors of green mining construction based on DPSIR model and Fuzzy-DEMATEL approach. Front. Environ. Sci., 11.10.3389/fenvs.2023.1337518 ↗
30. Ultimate pit optimization with environmental problem for open-pit coal mine10.1016/j.psep.2023.03.024 ↗
31. Xu, X., Zhu, Z., Ye, L., Gu, X., Wang, Q., Zhao, Y., Liu, S., and Zhao, Y. (2024). Ultimate Pit Limit Optimization Method with Integrated Consideration of Ecological Cost, Slope Safety and Benefits: A Case Study of Heishan Open Pit Coal Mine. Sustainability, 16.10.3390/su16135393 ↗