Earth Engine and Geemap: Geospatial Data Science with Python
暫譯: Earth Engine 與 Geemap:使用 Python 進行地理空間數據科學

Wu, Qiusheng, Mitchell, Tyler, Mitchell, Keith

  • 出版商: Locate Press
  • 出版日期: 2023-07-27
  • 售價: $2,850
  • 貴賓價: 9.5$2,708
  • 語言: 英文
  • 頁數: 354
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1738767515
  • ISBN-13: 9781738767519
  • 相關分類: Python
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Get started, quickly, with Google Earth Engine and the powerful geemap Python package. Apply geemap to interactively analyze and visualize big geospatial data in a Jupyter environment.

 

Google Earth Engine (GEE) is a cloud computing platform that offers access to a vast data catalog of satellite imagery and geospatial datasets. The platform has gained immense popularity in the geospatial community in recent years and has played a significant role in empowering numerous environmental applications at local, regional, and global scales.

 

This book takes a hands-on approach to help users get started with the GEE Python API and geemap. It begins with the basics of geemap, including creating and customizing interactive maps. Then, users learn to load cloud-based Earth Engine datasets and local geospatial datasets onto the interactive maps.

 

As readers progress through the chapters, they will explore practical examples of using geemap to visualize and analyze Earth Engine datasets and learn how to export data from Earth Engine. Additionally, the book covers more advanced topics, such as building and deploying interactive web apps with Earth Engine and geemap.

 

Who this book is for

This book is designed for students, researchers, and data scientists who want to explore Google Earth Engine using the Python ecosystem of diverse libraries and tools. Regardless of whether you are a new or experienced user of the Earth Engine JavaScript API, this book is suitable for you.

 

商品描述(中文翻譯)

快速開始使用Google Earth Engine和強大的geemap Python套件。在Jupyter環境中,應用geemap進行互動式分析和可視化大型地理空間數據。

Google Earth Engine (GEE)是一個雲端計算平台,提供對大量衛星影像和地理空間數據集的訪問。近年來,該平台在地理空間社群中獲得了巨大的受歡迎程度,並在促進許多環境應用方面發揮了重要作用,無論是在地方、區域還是全球範圍內。

本書採取實作導向,幫助用戶開始使用GEE Python API和geemap。書中首先介紹geemap的基本概念,包括創建和自定義互動地圖。接著,用戶將學習如何將雲端的Earth Engine數據集和本地的地理空間數據集載入到互動地圖上。

隨著讀者逐步深入各章節,他們將探索使用geemap可視化和分析Earth Engine數據集的實用範例,並學習如何從Earth Engine導出數據。此外,本書還涵蓋了更高級的主題,例如使用Earth Engine和geemap構建和部署互動式網頁應用程式。

本書的對象

本書旨在為希望使用Python生態系統中的各種庫和工具探索Google Earth Engine的學生、研究人員和數據科學家而設。無論您是Earth Engine JavaScript API的新手還是經驗豐富的用戶,本書都適合您。