Precision Forestry

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Precision Forestry

Precision Forestry written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Forest surveys categories.

Precision Forestry

Precision Forestry written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Forest surveys categories.

Forest Health Monitoring Using Ai And Remote Sensing

Forest Health Monitoring Using Ai And Remote Sensing written by Rajesh Kumar Mishra and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Computers categories.

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.

Tropical Forest Update

Tropical Forest Update written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Forest conservation categories.

Western Forester

Western Forester written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Forests and forestry categories.

Australian Forestry

Australian Forestry written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Forests and forestry categories.

New Zealand Journal Of Forestry Science

New Zealand Journal Of Forestry Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Forests and forestry categories.

The Application Of Precision Forestry Technologies In Logging Operations

The Application Of Precision Forestry Technologies In Logging Operations written by Bruno da Silveira Folegatti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Forests and forestry categories.

Unasylva

Unasylva written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Forest products categories.

Baltic Forestry

Baltic Forestry written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Forests and forestry categories.