Environmental Geocomputation with R Textbook and Lab Manual

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Environmental Geocomputation with R Textbook and Lab Manual | 186.75 MB

Title: Environmental Geocomputation with R Textbook and Lab Manual
Author: Marcelo de Carvalho Alves
Category: Science, Civil, Human Geography, Technology, Earth Sciences, Agriculture & Animal Husbandry, Environmental Science, Environmental, Ecology, Nature, Remote Sensing
Language: English | 571 Pages | ISBN: 9781040808320

Description:
Environmental Geocomputation with R presents theoretical and practical principles for geospatial data analysis, visualization, and modeling, covering both the individual object approach and the continuous field approach. The book addresses spatial data uncertainties and error management while integrating spatial context into analytical results for better understanding of the environment. It progressively builds complexity enabling readers to develop geocomputational projects in the real world using algorithms and big data with R and its packages. The applications are focused on environmental and agricultural analyses, helping to incorporate spatio-temporal dimensions into decision-making processes. This textbook is intended for students in upper-level undergraduate or graduate programs using GIS, geocomputation, geoprocessing in environmental sciences and engineering, surveying, geosciences, and agriculture engineering. It is also an excellent resource for professionals in different areas who use geocomputation and image processing and wish to develop their skillset in these areas.

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