Articles liés à Advanced Erosion Mapping fusing GIS and Neural Networks

Advanced Erosion Mapping fusing GIS and Neural Networks - Couverture souple

Mishra, Kartikeya; Arya, Nainik; Tiwari, H.L.

 
9786208425265: Advanced Erosion Mapping fusing GIS and Neural Networks
Couverture souple
ISBN 10 : 6208425263 ISBN 13 : 9786208425265
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208425263
ISBN 13 
9786208425265
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne