IEEE Xplore® Climate Change Collection

IEEE’s scholarly publications, conference proceedings, technical standards, and other materials help foster the exchange of technical knowledge and information for the critical climate issues that our planet faces today.

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An Energy and Carbon Footprint Analysis of Distributed and Federated Learning 150 150 ieeeclimatechg

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning

Abstract:

Classical and centralized Artificial Intelligence (AI) methods require moving data from producers (sensors, machines) to energy hungry data centers, raising environmental concerns due to computational and communication resource demands, while violating privacy. Emerging alternatives to mitigate such high energy costs propose to efficiently distribute, or federate, the learning tasks across …

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Renewable Energy Transition for the Himalayan Countries Nepal and Bhutan: Pathways Towards Reliable, Affordable and Sustainable Energy for All 150 150 ieeeclimatechg

Renewable Energy Transition for the Himalayan Countries Nepal and Bhutan: Pathways Towards Reliable, Affordable and Sustainable Energy for All

Abstract:

The Himalayan countries Nepal and Bhutan have been confronted with similar climate change and energy emergencies for quite a long time. Its influence is felt as a barrier in financial, social, infrastructural, and political development. Despite having an enormous amount of renewable energy sources, these countries are unable to fulfil …

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Electrification of Agricultural Machinery: A Review 150 150 ieeeclimatechg

Electrification of Agricultural Machinery: A Review

Abstract:

Today, agriculture industry has a significant impact in global greenhouse gas emissions. A large amount of pollutants come from diesel internal combustion engines, widely used in agricultural machinery. Since mechanization in agriculture is fundamental to achieve a proper food production for a growing human population, changes are needed in common …

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Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images 150 150 ieeeclimatechg

Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images

Abstract:

Global climate change has had a drastic impact on our environment. Previous study showed that pest disaster occured from global climate change may cause a tremendous number of trees died and they inevitably became a factor of forest fire. An important portent of the forest fire is the condition of …

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Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty 150 150 ieeeclimatechg

Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty

Abstract:

Currently, renewable-energy-based power generation is rapidly developing to tackle climate change; however, the use of renewable energy is limited owing to the uncertainty related to renewable energy sources. In particular, energy storage systems (ESSs), which are critical for implementing wind power generation (WPG), entail a wide uncertainty range. Herein, a …

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