Autonomous driving paper index
International Collaboration for Conservation of the Environmental Pollution Regulation
One-line summary
The degradation of the global environment has evolved from an isolated, localized concern into one of the most pressing governance challenges of the twenty-first century.
Engineering notes
Key topics: autonomous driving, perception, control. See the paper for implementation details and experimental results.
Chinese explanation / 中文解读
中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。
Original abstract
The degradation of the global environment has evolved from an isolated, localized concern into one of the most pressing governance challenges of the twenty-first century. Industrialization, rapid urbanization, the extensive use of fossil fuels, and the transboundary movement of pollutants have collectively strained planetary systems beyond safe limits. This manuscript provides a comprehensive examination of the international legal and institutional architecture developed to address environmental pollution, tracing its evolution from foundational principles of customary international law to landmark treaties such as the 1972 Stockholm Declaration, the 1987 Montreal Protocol, the 1992 Rio Earth Summit frameworks, the 1997 Kyoto Protocol, and the 2015 Paris Agreement. Drawing on an empirical survey of 350 participants, the study also explores public perception and awareness of air pollution and its consequences in the Indian context, where cities such as Delhi, Mumbai, and Ahmedabad consistently record Air Quality Index values that exceed safe thresholds by alarming margins. The manuscript further analyses the institutional mandates of the United Nations Environment Program, national pollution control boards, and regional cooperative bodies. Evidence from case studies including the Trail Smelter Arbitration and the ozone-layer recovery driven by the Montreal Protocol demonstrates that legally binding, science-guided international cooperation can reverse environmental harm. The study concludes with policy recommendations calling for a shift from reactive to proactive environmental governance, integrating sustainable development imperatives with equitable, enforceable pollution standards.
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