Forest Health Monitoring Using AI and Remote Sensing

Idioma: inglés

Editorial: GRIN Verlag, GRIN Verlag Mai 2025, 2025

3389142215 / 9783389142219

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Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemaniabuchversandmimpf2000

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Descripción del artículo del vendedor

This item is printed on demand - Print on Demand Titel. Neuware -Scientific Study from the year 2025 in the subject Computer Sciences - Artificial Intelligence, , language: English, abstract: Forest ecosystems play a pivotal role in global ecological stability, biodiversity conservation, and climate regulation. Monitoring forest health is critical to combating deforestation, disease outbreaks, and climate-induced stressors. This book presents the integration of Artificial Intelligence (AI) and Remote Sensing (RS) technologies as transformative tools for forest health monitoring. The book explores AI-based approaches, data fusion techniques, satellite and UAV applications, and real-world case studies, highlighting the potential for predictive, scalable, and real-time ecosystem management. Forests are indispensable components of Earth's ecological and climatic systems, serving as critical reservoirs of biodiversity, carbon sinks, and providers of ecosystem services. However, they are increasingly threatened by deforestation, climate-induced stressors, pest outbreaks, and anthropogenic disturbances. Traditional forest health monitoring methods-such as manual ground surveys and visual inspections-are labor-intensive, limited in spatial and temporal scope, and often insufficient for large-scale, dynamic assessments. Recent advancements in Artificial Intelligence (AI) and Remote Sensing (RS) technologies have enabled transformative approaches to monitoring forest health with improved scalability, accuracy, and temporal frequency. This book investigates the synergistic integration of AI and RS for comprehensive forest health monitoring. Key themes include the use of satellite and Unmanned Aerial Vehicle (UAV) platforms, spectral and thermal indices, machine learning and deep learning algorithms, and real-world applications in detecting deforestation, disease outbreaks, and drought stress. By leveraging multisource data fusion and AI-driven analytics, forest monitoring systems can achieve predictive, automated, and near real-time capabilities. The book also discusses technological challenges, data limitations, and future directions, underscoring the potential of AI-RS integration in enhancing ecosystem resilience and supporting sustainable forest management in the Anthropocene era.Books on Demand GmbH, Überseering 33, 22297 Hamburg 72 pp. Englisch.…

N° de ref. del artículo 9783389142219

Título
Forest Health Monitoring Using AI and Remote Sensing
Autor
Rajesh Kumar Mishra
Editorial
GRIN Verlag, GRIN Verlag Mai 2025
Año de publicación
2025
Estado
Neu
Encuadernación
Taschenbuch
Idioma
inglés
ISBN 10
3389142215
ISBN 13
9783389142219
Peso del artículo
118 gramos
Dimensiones
210x148x6 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Alemania

Vendedor de 5 estrellas

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