Advanced Erosion Mapping fusing GIS and Neural Networks

Author:   Kartikeya Mishra ,  Nainik Arya ,  H L Tiwari
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9786208425265


Pages:   72
Publication Date:   28 February 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Advanced Erosion Mapping fusing GIS and Neural Networks


Overview

Soil erosion, a significant environmental challenge, results from the displacement of the upper soil layer by agents such as water, wind, and human activity. This phenomenon not only diminishes soil fertility and agricultural productivity but also affects water quality and ecosystem stability. This book effectively describes the assessment and management of soil erosion by integrating Geographic Information Systems (GIS) and Artificial Neural Networks (ANN) as a powerful approach. GIS facilitates the spatial analysis and visualization of erosion patterns across extensive areas, utilizing diverse data sources like satellite imagery, soil attributes, and topographical details. ANN, with its machine learning capabilities, predicts soil erosion by identifying intricate patterns and relationships within the data. By leveraging the strengths of GIS and ANN, researchers can develop precise and comprehensive soil erosion models, enhancing decision-making for sustainable land management and soil conservation efforts.

Full Product Details

Author:   Kartikeya Mishra ,  Nainik Arya ,  H L Tiwari
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.40cm , Length: 22.90cm
Weight:   0.109kg
ISBN:  

9786208425265


ISBN 10:   6208425263
Pages:   72
Publication Date:   28 February 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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