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Learning Geospatial Analysis with Python: Understand GIS fundamentals and perform remote sensing data analysis using Python 3.7
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This systematic guide will take you through GIS techniques, geodatabases, geospatial raster data, and much more using the latest built-in tools and libraries in Python 3.7.
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Produktdetaljer
- Learn the core concepts of geospatial data analysis for building actionable and insightful GIS applicationsKey FeaturesCreate GIS solutions using the new features introduced in Python 3.7Explore a range of GIS tools and libraries such as PostGIS, QGIS, and PROJLearn to automate geospatial analysis workflows using Python and JupyterBook DescriptionGeospatial analysis is used in almost every domain you can think of, including defense, farming, and even medicine. With this systematic guide, you'll get started with geographic information system (GIS) and remote sensing analysis using the latest features in Python.This book will take you through GIS techniques, geodatabases, geospatial raster data, and much more using the latest built-in tools and libraries in Python 3.7. You'll learn everything you need to know about using software packages or APIs and generic algorithms that can be used for different situations. Furthermore, you'll learn how to apply simple Python GIS geospatial processes to a variety of problems, and work with remote sensing data.By the end of the book, you'll be able to build a generic corporate system, which can be implemented in any organization to manage customer support requests and field support personnel.What you will learnAutomate geospatial analysis workflows using PythonCode the simplest possible GIS in just 60 lines of PythonCreate thematic maps with Python tools such as PyShp, OGR, and the Python Imaging LibraryUnderstand the different formats that geospatial data comes inProduce elevation contours using Python toolsCreate flood inundation modelsApply geospatial analysis to real-time data tracking and storm chasingWho this book is forThis book is for Python developers, researchers, or analysts who want to perform geospatial modeling and GIS analysis with Python. Basic knowledge of digital mapping and analysis using Python or other scripting languages will be helpful.Table of ContentsLearning about Geospatial Analysis with PythonLearning Geospatial DataThe Geospatial Technology LandscapeGeospatial Python ToolboxPython and Geographic Information SystemsPython and Remote SensingPython and Elevation DataAdvanced Geospatial Python ModelingReal-Time DataPutting It All Together
| Publisher | Packt Publishing |
| Publication date | September 27, 2019 |
| Edition | 3rd ed. |
| Language | English |
| Print length | 456 pages |
| ISBN-10 | 1789959276 |
| ISBN-13 | 978-1789959277 |
| Item Weight | 1.84 pounds (830 grams) |
| Dimensions | 7.5 x 1.03 x 9.25 inches (19.1 x 2.6 x 23.5 cm) |
Hvem bør købe?
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Data Analysts
This book provides essential skills for analysts seeking to incorporate geospatial data into their analysis processes.
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GIS Professionals
Geographic Information Systems specialists will benefit from Python integration for enhanced spatial analysis tasks.
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Students
University students in geography, environmental science, or data science can gain practical insights into geospatial techniques.
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Beginners in Programming
Individuals with no prior programming experience may struggle with the technical concepts presented in the book.
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Bioinformatics Editorial Review
- "This book is a great resource for anyone looking to learn geospatial analysis with Python. The explanations are clear and easy to follow, even for beginners." - "The examples provided in the book are very helpful in understanding how to apply Python for geospatial analysis. I found them to be practical and relevant." - "I appreciated the coverage of remote sensing data analysis in this edition. It's a valuable addition that sets this book apart from others on the subject." - "The author does a fantastic job of breaking down complex concepts into manageable chunks. It makes learning geospatial analysis much less intimidating." - "Overall, I highly recommend this book to anyone interested in learning geospatial analysis with Python. It's comprehensive, well-written, and a great resource."
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Fordele
- Clear explanations make it easy for beginners to understand
- Practical examples help in applying Python for geospatial analysis
- Coverage of remote sensing data analysis is a valuable addition
- Complex concepts are broken down effectively
- Comprehensive and well-written resource
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Egenskaber og fordele
- Learn GIS fundamentals using Python 3.7
- Explore GIS tools and libraries such as PostGIS, QGIS, and PROJ
- Automate geospatial analysis workflows using Python and Jupyter
- Create thematic maps with Python tools such as PyShp, OGR, and the Python Imaging Library
- Apply geospatial analysis to real-time data tracking and storm chasing
- Ideal for Python developers, researchers, or analysts who want to perform geospatial modeling and GIS analysis with Python
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