Tootfinder

‘We must change course’: a stark climate warning from the UN chief – podcast https://www.theguardian.com/science/audio/2025/nov/04/we-must-change-course-a-stark-climate-warning-from-the-un-chief-podcast
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The Carbon Footprint Wizard: A Knowledge-Augmented AI Interface for Streamlining Food Carbon Footprint Analysis
Mustafa Kaan Aslan, Reinout Heijungs, Filip Ilievski
https://arxiv.org/abs/2509.07733

The Carbon Footprint Wizard: A Knowledge-Augmented AI Interface for Streamlining Food Carbon Footprint Analysis
Environmental sustainability, particularly in relation to climate change, is a key concern for consumers, producers, and policymakers. The carbon footprint, based on greenhouse gas emissions, is a standard metric for quantifying the contribution to climate change of activities and is often assessed using life cycle assessment (LCA). However, conducting LCA is complex due to opaque and global supply chains, as well as fragmented data. This paper presents a methodology that combines advances in L…

Environmental Rate Manipulation Attacks on Power Grid Security
Yonatan Gizachew Achamyeleh, Yang Xiang, Yun-Ping Hsiao, Yasamin Moghaddas, Mohammad Abdullah Al Faruque
https://arxiv.org/abs/2509.25476 …

Environmental Rate Manipulation Attacks on Power Grid Security
The growing complexity of global supply chains has made hardware Trojans a significant threat in sensor-based power electronics. Traditional Trojan designs depend on digital triggers or fixed threshold conditions that can be detected during standard testing. In contrast, we introduce Environmental Rate Manipulation (ERM), a novel Trojan triggering mechanism that activates by monitoring the rate of change in environmental parameters rather than their absolute values. This approach allows the Tro…

"Coca-Cola Changes Labels After Legal Challenge Over Plastic Bottle Recycling Claims"
#CocoaCola #Plastic #Plastics

Coca-Cola Changes Labels After Legal Challenge Over Plastic Bottle Recycling Claims | Happy Eco News
Legal challenges to plastic bottle recycling claims have forced major beverage companies to change their marketing practices. Coca-Cola removed misleading labels after European authorities found recycling claims deceived consumers. Similar investigations target Nestlé and Danone as global regulators increase scrutiny of environmental marketing across the industry.

Disrespect Others, Respect the Climate? Applying Social Dynamics with Inequality to Forest Climate Models
Luke Wisniewski, Thomas Zdyrski, Feng Fu
https://arxiv.org/abs/2509.17252

Disrespect Others, Respect the Climate? Applying Social Dynamics with Inequality to Forest Climate Models
Understanding the role of human behavior in shaping environmental outcomes is crucial for addressing global challenges such as climate change. Environmental systems are influenced not only by natural factors like temperature, but also by human decisions regarding mitigation efforts, which are often based on forecasts or predictions about future environmental conditions. Over time, different outcomes can emerge, including scenarios where the environment deteriorates despite efforts to mitigate, …

Air Quality PM2.5 Index Prediction Model Based on CNN-LSTM
Zicheng Guo, Shuqi Wu, Meixing Zhu, He Guandi
https://arxiv.org/abs/2508.11215 https://arxiv.org…

Air Quality PM2.5 Index Prediction Model Based on CNN-LSTM
With the intensification of global climate change, accurate prediction of air quality indicators, especially PM2.5 concentration, has become increasingly important in fields such as environmental protection, public health, and urban management. To address this, we propose an air quality PM2.5 index prediction model based on a hybrid CNN-LSTM architecture. The model effectively combines Convolutional Neural Networks (CNN) for local spatial feature extraction and Long Short-Term Memory (LSTM) net…

MARLIN: Multi-Agent Reinforcement Learning with Murmuration Intelligence and LLM Guidance for Reservoir Management
Heming Fu, Guojun Xiong, Jian Li, Shan Lin
https://arxiv.org/abs/2509.25034

MARLIN: Multi-Agent Reinforcement Learning with Murmuration Intelligence and LLM Guidance for Reservoir Management
As climate change intensifies extreme weather events, water disasters pose growing threats to global communities, making adaptive reservoir management critical for protecting vulnerable populations and ensuring water security. Modern water resource management faces unprecedented challenges from cascading uncertainties propagating through interconnected reservoir networks. These uncertainties, rooted in physical water transfer losses and environmental variability, make precise control difficult.…