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所在平台: Udemy |
课程主页: https://www.udemy.com/course/google-earth-engine-for-big-geodata-analysis-3-courses-in-1/
课程评论：没有评论
**课程名称:** Google Earth Engine for Remote Sensing & GIS：三合一课程 **课程概述:** 本课程旨在帮助学员掌握Google Earth Engine（GEE）平台，从零基础成长为遥感与地理空间分析领域的专家。课程内容涵盖了GEE平台介绍、图像分析基础、GIS理论知识，以及在云端进行大数据空间分析的实践技能。 **课程亮点:** * **内容丰富:** 超过5小时的视频教学，结合大量的实操练习和可下载的学习资料。 * **循序渐进:** 从基础概念讲起，逐步深入到复杂的实际应用，让学员能够独立完成云端大数据空间分析。 * **理论与实践并重:** 不仅教授GEE平台和JavaScript的基础知识，更强调遥感和GIS的理论支撑，以及如何将理论应用于实际问题。 * **前沿技术:** 学习使用Sentinel和Landsat等卫星数据进行预处理和分析，并应用机器学习算法（如随机森林）进行地物分类、干旱监测、洪水绘制等。 * **时间序列分析:** 介绍在GEE中进行时间序列趋势分析的方法。 * **实战导向:** 提供详细的练习指导、代码示例和数据集，让学员亲手操作，学以致用。 * **持续支持:** 课程包含所有使用的数据和JavaScript代码文件，并承诺提供未来的更新和资源支持。 **学习目标:** * 全面了解Google Earth Engine平台的功能和优势。 * 掌握遥感图像分析的基本原理和方法。 * 熟悉用于云端空间分析的JavaScript编程。 * 学会导入和导出GEE数据，进行图像的算术计算和集合迭代。 * 能够利用GEE进行Sentinel/Landsat等数据的预处理与分析，解决实际的地理空间问题。 * 初步掌握时间序列分析工具。 **适合人群:** 无论您是遥感与GIS领域的初学者，还是希望提升云端大数据分析技能的专业人士，本课程都将为您提供一条通往成功的道路，助您从新手蜕变为专家。
Google Earth Engine for Remote Sensing: from Zero to HeroAre you ready to master the world of geospatial analysis and Remote Sensing with Google Earth Engine? Look no further! This comprehensive course is your ticket from being a beginner to becoming a true hero in geospatial analysis.Course Highlights:Our course has it all - more than 5 hours of video content, hands-on practical analysis, and downloadable materials. It's designed to take you on a journey, starting with the basics and leading you to perform real-life spatial geospatial analysis with Big Data on the cloud.Course Focus:We emphasize not only the practical aspects but also the theoretical knowledge needed for applied geospatial analysis, including Remote Sensing and Geographic Information Systems (GIS). You'll gain a deep understanding of the Google Earth Engine platform and JavaScript, which are crucial for implementing spatial analysis in the cloud.What You'll Learn:A comprehensive introduction to the Earth Engine PlatformThe fundamentals of image analysis, a must-know for working with Earth EngineJavaScript basics for spatial analysis, covering essential blocks to kickstart your cloud-based analysisImporting/exporting data to Earth EnginePerforming arithmetical image calculationsMapping functions over image collections and conducting iterationsSentinel and Landsat image pre-processing and analysis for real-world applications like drought monitoring, flood mapping, and land cover classification using machine learning algorithms such as Random ForestAn introduction to time series trend analysis in Google Earth EnginePrepare for Practical Exercises:Throughout the course, practical exercises play a vital role. You'll receive precise instructions, code samples, and datasets to immerse yourself in geospatial analysis using Google Earth Engine.Course Inclusions:Enroll in this course, and you'll gain access to all the data used throughout the course, along with Java code files. Plus, you'll be entitled to future resources to support your geospatial endeavors.Join Us Today:Whether you're starting from scratch or seeking to advance your geospatial analysis skills, this course is your pathway to success. Enroll now and embark on your journey from novice to expert in geospatial analysis with Google Earth Engine!
