Name: Supervised Learning in Remote Sensing and Geospatial Science
SKU: 64763752
Price: 6933.00 UYU
Availability: InStock
Author: Aaron E Maxwell;Yaqian He;Christopher Ramezan

portada Supervised Learning in Remote Sensing and Geospatial Science

Supervised Learning in Remote Sensing and Geospatial Science

Formato

Libro Físico

Editorial

Elsevier - Health Sciences Division

Autor

Aaron E Maxwell;Yaqian He;Christopher Ramezan

Año

2025

N° páginas

432

Encuadernación

Tapa Blanda

Dimensiones

27.6x21.6 cm

ISBN13

9780443293061

Supervised Learning in Remote Sensing and Geospatial Science

Aaron E Maxwell;Yaqian He;Christopher Ramezan (Autor) · Elsevier - Health Sciences Division · Tapa Blanda

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Reseña del libro "Supervised Learning in Remote Sensing and Geospatial Science"

Supervised Learning in Remote Sensing and Geospatial Science is an invaluable resource focusing on practical applications of supervised learning in remote sensing and geospatial data science. Emphasizing practicality, the book delves into creating labeled datasets for training and evaluating models. It addresses common challenges like data imbalance and offers methods for assessing model performance. This guide bridges the gap between theory and practice, providing tools and techniques for extracting actionable information from raw geospatial data. The book covers all aspects of supervised learning workflows, including preparing diverse remotely sensed and geospatial data inputs. It equips researchers, practitioners, and students with essential knowledge for applied mapping and modeling tasks, making it an indispensable reference for advancing geospatial science.