| Global NEST Journal

A Deep Learning-Based Buffalo Optimizer based Squeeze and Excitation Network for Garbage Classification for a Sustainable Environment

by

Subhashini R et al. View all

Issue 3

Solid Waste Management

A Squeeze and Excitation Network is a deep-learning architectural component designed to enhance networks. The "squeeze" step reduces the spatial dimensions of the input feature maps, and the "excitation" step adaptively recalibrates channel-wise feature responses. This allows the network to focus on...

Smart garbage management Deep learning +2 more

Integrated Disaster Risk Management for Flood Detection on Remote Sensing Images using Deep Learning techniques

by

Arun Mozhi Selvi Sundarapandi et al. View all

Issue 9

Hydrology and Water Resources Management

Floods are one of the leading causes of damage, prompting mortality and substantial destruction to the structure and total economy of the affected nations. Remote sensing, satellite imagery, global positioning system, and geographic information system (GIS) are widely employed for flood...

Remote Sensing disaster risk management +2 more

Exploiting Drone Images for Forest Fire Detection using Metaheuristics with Deep Learning Model

by

S.Rajalakshmi et al. View all

Issue 7

Environmental management and policy

Forest fires are a global natural calamity causing significant economic damage and loss of lives. Professionals forecast that forest fires would raise in the future because of climate change. Early prediction and identification of fire spread would enhance firefighting and reduce affected zones...

Forest fire Deep learning +4 more

Artificial Intelligence with Earthworm Optimization Assisted Waste Management System for Smart Cities

by

J. Rajalakshmi et al. View all

Issue 4

Solid Waste Management

In recent days, massive quantity of waste materials gets considerable increased with increasing population. Proper management of waste materials becomes essential to reduce environmental degradation and improve quality of life in smart cities. Waste management helps to collect and treat waste...

Computer vision Smart city +6 more