Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Development Tools No-Code Development
Business
Entrepreneurship Communications Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certification Network & Security Hardware Operating Systems Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design Design Thinking 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition Yoga Mental Health Dieting Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Teacher Training Test Prep Other Teaching & Academics
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Cisco CCNA Amazon AWS CompTIA Security+ AWS Certified Developer - Associate
Graphic Design Photoshop Adobe Illustrator Drawing Digital Painting InDesign Character Design Canva Figure Drawing
Life Coach Training Neuro-Linguistic Programming Personal Development Mindfulness Meditation Personal Transformation Life Purpose Emotional Intelligence Neuroscience
Web Development JavaScript React CSS Angular PHP WordPress Node.Js Python
Google Flutter Android Development iOS Development Swift React Native Dart Programming Language Mobile Development SwiftUI Kotlin
Digital Marketing Google Ads (Adwords) Social Media Marketing Marketing Strategy Google Ads (AdWords) Certification Internet Marketing YouTube Marketing Email Marketing Google Analytics
SQL Microsoft Power BI Tableau Business Analysis Business Intelligence MySQL Data Modeling Data Analysis Data Science
Business Fundamentals Entrepreneurship Fundamentals Business Strategy Online Business Business Plan Startup Freelancing Blogging Home Business
Unity Game Development Fundamentals Unreal Engine C# 3D Game Development C++ 2D Game Development Unreal Engine Blueprints Blender
30-Day Money-Back Guarantee
IT & Software Other IT & Software GIS

Land use Land cover classification GIS, ERDAS, ArcGIS, ENVI

Land Use Scratch to Advance, All Softwares of Remote Sensing and GIS. Machine Learning, GIS Tasks in Easy way learning.
Rating: 4.4 out of 54.4 (351 ratings)
1,830 students
Created by Lakhwinder Singh
Last updated 2/2021
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Able to do a Prefect Land use classification of Earth using satellite image
  • Also learn image Processing and analysis in depth
  • Landuse change Detection
  • Understand Features identification on Earth using Landsat Image
  • Post Landuse Pixel level corrections
  • Accuracy Assessment Report
  • Downloading of best satellite image and process
  • Understanding FCC satellite image and bands
  • Pixel level correction in land use at specific area and statistical filters
  • Calculate area from Pixels
  • Generate new class after final landuse
  • Learn all best method of classification.
  • How to achieve maximum accuracy of classification
  • Cut Study Area
  • Classify with Machine Learning
  • Support Vector Machine
  • Random Forest
Curated for the Udemy for Business collection

Requirements

  • You must have ArcGIS and ERDAS or ENVI
  • You must have basic knowledge of GIS

Description

This is the first landuse landcover course on Udemy the most demanding topic in GIS, In this course, I covered from data download to final results. I used ERDAS, ArcGIS, ENVI and MACHINE LEARNING. I explained all the possible methods of land use classification. More then landuse, Pre-Procession of images are covered after download and after classification, how to correct error pixels are also covered, So after learning here you no need to ask anyone about lanudse classification. I explained the theoretical concept also during the processing of data. I have covered supervised, unsupervised, combined method, pixel correction methods etc. I have also shown to correct area-specific pixels to achieve maximum accuracy. Most of this course is focused on Erdas and ArcGIS for image classification and calculations. For in-depth of all methods enrol in this course.  Image classification with Machine learning also covered in this course.

This course also includes an accuracy assessment report generation in erdas. 

Note: Each Land Use method  Section covers different Method from the beginning, So before starting landuse watch the entire course. Then start land use with a method that you think easy for you and best fit for your study area., then you will be able to it best. Different method is applicable to a different type of study area. This course is applicable to Erdas Version 2014, 2015, 2016 and 2018. and ArcGIS Version 10.1 and above, i.e 10.4, 10.7 or 10.8


90% practical 10% theory

Problem faced During classification:

Some of us faced problem during classification as:

  1. Urban area and barren land has the same signature

  2. Dry river reflect the same signature as an urban area and barren land

  3. if you try to correct urban and get an error in barren

  4. In Hilly area you cannot classify forest which is in the hill shade area. 

  5. Add new class after final work

How to get rid of this all problems Join this course.


Who this course is for:

  • Civil Engineers
  • Water Resource Experts
  • Master Student of GIS
  • PhD Students of Satellite Data Analysis
  • Research Scholars
  • GIS Analyst
  • Environment and Earth Science Persons
  • Urban and city Planner

Featured review

Yong Jie Wong
Yong Jie Wong
28 courses
4 reviews
Rating: 5.0 out of 57 months ago
One of the best course I have ever taken and learned in Udemy. I would like to encourage anyone who is planning to work on Remote Sensing to take this course. The instructor is the best lecturer that I have ever had, even in real life.

Course content

15 sections • 48 lectures • 6h 23m total length

  • Preview14:19
  • About Rating
    00:17
  • Processing of Image in ArcGIS With Metafile
    11:11
  • Image processing from Bands ArcGIS
    04:56
  • Image Processing in Erdas
    08:34
  • Preview06:29
  • Removing black pixels
    05:14

  • Why We Need Google Earth
    00:53
  • Downloading and Installing Google Earth Pro
    03:51
  • Erdas 2018 - Bug fix for Google Earth Pro
    02:32
  • More image improvement for better identification
    05:41
  • Linking Satellite image with pro and Investigation - Don't Skip this Video
    10:15

  • Understanding Methods of Land Use and When to use which method.
    05:08

  • Signature derivation - 1
    19:47
  • Signature derivation -2
    18:33
  • Signature save
    01:42
  • Supervised classification and understand Errors
    13:36
  • Class Value corrections
    10:20

  • Unsupervised classification
    10:52

  • pixel Brakeout
    08:32
  • Class Identification 1
    29:33
  • Class Identification 2
    01:26
  • Class information collection and arrange
    10:49
  • Re-Code
    08:31

  • Pixel corrections of landuse class
    08:53
  • New Class generation after landuse in same file
    08:09

  • Calculate Area of Landuse classes
    04:00
  • Performing Change Detection of time series land use
    08:18
  • Making Change Detection Matrix in Excel from land use Data
    10:33

  • Landuse in ArcGIS
    14:32
  • Live Landuse in ENVI
    13:42

  • Accuracy assessment in Erdas
    14:57
  • Thematic error Correction for Land Change Analysis
    03:22
  • Statistical Filters to enhance final land use image
    04:25

Instructor

Lakhwinder Singh
Ph.D Research Scholar in GIS with Water Resources App
Lakhwinder Singh
  • 4.5 Instructor Rating
  • 1,051 Reviews
  • 3,134 Students
  • 6 Courses

I doing PhD at IIT Roorkee. I have wide Experience of GIS more than 12 years. I have developed my Own Models, Online Apps. Performed Automated task in GIS for faster Project management. I did many real projects for Govt. Like planing of the lake. Discharge Simulation, Soil Erosion, Sediment model development and analysis. Research is published in International Journals. You can find me on Research-gate also. I answer GIS Queries around the world with my GIS Facebook page followed by 25k and Youtube followed by 48k. and running worldwide GIS discussion group with 50k Expert of GIS around the world. Even I have a free Basic tutorial website. I also taught GIS course for Govt Engineers sponsored by Govt with real-life problems and discussion. So I have wide Experience of the teaching of GIS. I know how to teach difficult task in an Easy way.  I am providing a course at my own place to student around the world. Including Nepal, India, Ghana, Ethiopia, Zambia, South Africa, etc  At my own place I teaching full GIS course from Basic to Advanced covering 124 topics. My student required just basic knowledge of computer and they will become GIS Expert at End of Course. 

Received International Award for Best SWAT Support, from Texas A&M University, USA and USDA at Brussels, Belgium

All course 90% practical 10% theory 

My training Method of Different than All others. More user friendly from practical Examples. I know how our brain learns scientifically.

  • Udemy for Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Impressum Kontakt
  • Terms
  • Privacy policy
  • Cookie settings
  • Sitemap
  • Featured courses
Udemy
© 2021 Udemy, Inc.