Have a question?
Message sent Close
4.44 out of 5
4.44
323 reviews on Udemy

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.
Instructor:
Lakhwinder Singh
1,690 students enrolled
English [Auto]
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

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.

Downloading and Data Processing

1
Downloading of Latest Satellite Images

This video updated as USGS site update

2
About Rating

Please consider ratings after watching full course. Not very early. It has still many things to understand. 

3
Processing of Image in ArcGIS With Metafile
4
Image processing from Bands ArcGIS
5
Image Processing in Erdas
6
Image Enhancement
7
Removing black pixels

Understanding Satellite image and Google Earth Pro

1
Why We Need Google Earth

Compare Suitability of Erdas 2014 to 2018 vs Google Earth. Updated

2
Downloading and Installing Google Earth Pro

Direct Download also available with this video

3
Erdas 2018 - Bug fix for Google Earth Pro

Erdas 2018 has bug That need to be fixed. Updated Video.

4
More image improvement for better identification
5
Linking Satellite image with pro and Investigation - Don't Skip this Video

Which method to use and Why

1
Understanding Methods of Land Use and When to use which method.

Supervised Classification

1
Signature derivation - 1
2
Signature derivation -2
3
Signature save
4
Supervised classification and understand Errors
5
Class Value corrections

Unsupervised classification

1
Unsupervised classification

Combined classification

1
pixel Brakeout
2
Class Identification 1
3
Class Identification 2
4
Class information collection and arrange
5
Re-Code

Error pixel correction and New Class Generation

1
Pixel corrections of landuse class
2
New Class generation after landuse in same file

Results from Landuse

1
Calculate Area of Landuse classes
2
Performing Change Detection of time series land use
3
Making Change Detection Matrix in Excel from land use Data

Best Practical- Landuse Task in ArcGIS and ENVI

1
Landuse in ArcGIS
2
Live Landuse in ENVI

Miscellaneous

1
Accuracy assessment in Erdas
2
Thematic error Correction for Land Change Analysis
3
Statistical Filters to enhance final land use image

Miscellaneous Task - Cut Your Study Area

1
Cut Study Area in Erdas
2
Cut Study Area in ArcGIS

Download Data used in Course

1
Download Files of Course

Bonus

1
Bonus Lecture
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
4.4
4.4 out of 5
323 Ratings

Detailed Rating

Stars 5
147
Stars 4
123
Stars 3
41
Stars 2
3
Stars 1
9
7f9680656787d5ce0927d300c745190f

Includes

6 hours on-demand video
2 articles
Certificate of Completion

About

AulaGEO is a Ge-engineering specialized academy.

Social Network

Udemy Black Friday Sale! Top Courses From $9.99