Google Earth Engine for Remote Sensing from Zero to Hero

Free download скачать Google Earth Engine for Remote Sensing from Zero to Hero
Last updated 11/2022
Created by Kate Alison,Georg Müller
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 42 Lectures ( 5h 49m ) | Size: 3.67 GB

Get introduced and Become Expert in Geospatial analysis & Remote Sensing for spatial analysis in Google Earth Engine
What you'll learn
Students will gain access to and a thorough knowledge of the Google Earth Engine platform
Get introduced and advance JavaScript skills on Google Earth Engine platform
Learn how to obtain satellite data, apply image preprocessing for Landsat and Sentinel data in in Google Earth Engine
Learn how import and export spatial data (vector and rsater) from / into the platform
Run analyisis for geospatial applications on the cloud
You'll have a copy of the codes used in the course for your reference
Learn how to calculate spectral indices, create maximim composites and work with Big data on cloud
Apply geospatial analysis for real practical example: flood mapping with Sentinel 2 images
Learn image classification (land cover mapping) basics in Earth Engine
Requirements
An interest in working with geospatial data
A working computer with internet connection
Description
Complete Google Earth Engine for Remote Sensing MasterclassThis course is designed to take users who use GIS for basic geospatial data/GIS/Remote Sensing analysis to perform geospatial analysis tasks with Big Data on the cloud! This course provides you with all the necessary knowledge to start and advance your skills with Geospatial analysis and includes more than 5 hours of video content, plenty of practical analysis, and downloadable materials. After taking this course, you will be able to implement PRACTICAL, real-life spatial geospatial analysis, and tasks with the Big Data on the cloud.This course is designed to equip you with the theoretical and practical knowledge of applied geospatial analysis, namely Remote Sensing and some Geographic Information Systems (GIS). This course emphasizes the importance of understanding the Google Earth Engine platform and JavaScript to be able to implement spatial analysis on the cloud. So, you will learn:a thorough introduction to the Earth Engine Platform, the basics of image analysis (which is essential to understand when you would like to work with Earth Engine)a comprehensive overview of JavaScript basics for spatial analysis. We will cover essential blocks to equip you with the background knowledge and get you started with your analysis on the cloud.You will learn how to import / export data to Earth Engine, how to perform arithmetical image calculationhow to map functions over image collections, and do iterations. We will cover Sentinel and Landsat image pre-processing and analyses for such applications as drought monitoring, flood mapping, and land cover unsupervised and supervised (machine learning algorithms such as Random Forest) classificationWe finish with an introduction to time series trend analysis in GEE.By the end of the course, you will feel confident and completely understand the basics of JavaScript for spatial analysis and you will learn practical geospatial analysis with Big Data on Google Earth Engine cloud. This course will also prepare you for using geospatial analysis with open source and free software tools.One important part of the course is the practical exercises. You will be given some precise instructions, codes, and datasets to create for geospatial analysis in Google Earth Engine.INCLUDED IN THE COURSE: You will have access to all the data used in the course, along with the Java code files. You will also have access to future resources. Enroll in the course today & take advantage of these special materials!
Who this course is for
Geographers, Programmers, geologists, biologists, social scientists, or every other expert who deals with GIS maps in their field
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Код:

https://www.udemy.com/course/google-earth-engine-for-big-geodata-analysis-3-courses-in-1/

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Google Earth Engine for Remote Sensing from Zero to Hero

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Поделиться12023-09-03 07:06:56