Téléchargez le livre : Geoinformation from the Past

Geoinformation from the Past

Computational Retrieval and Retrospective Monitoring of Historical Land Use

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Éditeur :

Springer Spektrum


Paru le : 2017-12-21



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Description
Hendrik Herold explores potentials and hindrances of using retrospective geoinformation for monitoring, communicating, modeling, and eventually understanding the complex and gradually evolving processes of land cover and land use change. Based on a comprehensive review of literature, available data sets, and suggested algorithms, the author proposes approaches for the two major challenges: To address the diversity of geographical entity representations over space and time, image segmentation is considered a global non-linear optimization problem, which is solved by applying a metaheuristic algorithm. To address the uncertainty inherent to both the data source itself as well as its utilization for change detection, a probabilistic model is developed. Experimental results demonstrate the capabilities of the methodology, e.g., for geospatial data science and earth system modeling.
Pages
192 pages
Collection
n.c
Parution
2017-12-21
Marque
Springer Spektrum
EAN papier
9783658205690
EAN PDF
9783658205706
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
19
Taille du fichier
6021 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
52,74 €

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