Environmental performance evaluation with big data: Theories and methods

ML Song, R Fisher, JL Wang, LB Cui - Annals of Operations Research, 2018 - Springer
Traditional theories and methods for comprehensive environmental performance evaluation
are challenged by the appearance of big data because of its large quantity, high velocity …

How would big data support societal development and environmental sustainability? Insights and practices

M Song, L Cen, Z Zheng, R Fisher, X Liang… - Journal of Cleaner …, 2017 - Elsevier
The theme of this Special Volume (SV) focuses on improving natural resource management
and human health to ensure sustainable societal development. Natural resources have …

Evaluation on China's forestry resources efficiency based on big data

L Li, T Hao, T Chi - Journal of Cleaner Production, 2017 - Elsevier
The development of China's forestry resources has never been more challenging due to
serious problems such as shortage, inferiority and uneven distribution of forestry resources …

Inside out: The interrelationships of sustainable performance metrics and its effect on business decision making: Theory and practice

M Gong, A Simpson, L Koh, KH Tan - Resources, Conservation and …, 2018 - Elsevier
There has been an increasing interest in the use of decision-making models to achieve
sustainability goal in recent decades. However, a systematic review of performance metrics …

An SBM-DEA model with parallel computing design for environmental efficiency evaluation in the big data context: a transportation system application

JF Chu, J Wu, ML Song - Annals of Operations Research, 2018 - Springer
In the big data context, decision makers usually face the problem of evaluating
environmental efficiencies of a massive number of decision making units (DMUs) using the …

National eco-innovation analysis with big data: A common-weights model for dynamic DEA

RK Mavi, NK Mavi - Technological Forecasting and Social Change, 2021 - Elsevier
Eco-innovations (EI) are activities that are strongly focused on innovation in products,
processes, and organizational philosophies to improve environmental performance …

Big data analytics as a roadmap towards green innovation, competitive advantage and environmental performance

M Waqas, X Honggang, N Ahmad, SAR Khan… - Journal of Cleaner …, 2021 - Elsevier
Big data analytics (BDA) have been emerged as an important instrument to support firms
suffering from sustainability issues. BDA could enhance environmental performance of the …

Environmental efficiency analysis of China's regional industry: a data envelopment analysis (DEA) based approach

L Chen, G Jia - Journal of Cleaner Production, 2017 - Elsevier
China's economic has got remarkable achievements during the past 30 years, which has
brought tremendous pressure on natural resources and serious environmental pollution at …

Environmental performance evaluation and strategy management using balanced scorecard

YL Hsu, CC Liu - Environmental monitoring and assessment, 2010 - Springer
Recently, environmental protection and regulations such as WEEE, ELV, and RoHS are
rapidly emerging as an important issue for business to consider. The trend of swinging from …

Better resource management: An improved resource and environmental efficiency evaluation approach that considers undesirable outputs

M Song, J Peng, J Wang, L Dong - Resources, conservation and recycling, 2018 - Elsevier
Evaluating resource and environmental efficiency is helpful to stakeholders when making
iterative improvements to resource management policies, with regards to either their …