Land Use & Land Cover Map using Supervised Classification in QGIS

Land Use & Land Cover Map using Supervised Classification in QGIS
About this Video
In this video you will learn how to prepare land use & land cover map using supervised classification method in qgis. For this you need to install SCP plugin in qgis.
Semi-Automatic Classification Plugin is a free plugin for qgis.
What is Supervised Classification?
Supervised image classification is a fundamental task in the field of computer vision, which involves categorizing or labeling images into predefined classes or categories. This process is guided by a labeled dataset, where each image is associated with a corresponding class label. The goal of supervised image classification is to train a machine learning model to recognize patterns and features in images that distinguish one class from another, enabling it to accurately assign labels to new, unseen images.
#qgis #gis #remotesensing #dawnofgeospatialworld #satelliteimagery #imageclassification #supervised #classification
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1️⃣ Various Space Agencies & Missions: bit.ly/44UBJQI
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4️⃣ ArcMap Basics Tutorials: bit.ly/3DoAopy
5️⃣ Terrain Analysis: bit.ly/44UBJ38
6️⃣ Hydrological Analysis: bit.ly/472LGgY
7️⃣ Image Classification: bit.ly/3sb1iyR
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Thank you So Much.....

[@haneefrose657]

thank you v helpful...

[@dawnofgeospatialworld]

You are Welcome

[@yashpatil3281]

which version of QGIS you are using ??

[@adesai7358]

I tried to do this recently but in newer version of scp, its not showing the virtual raster. I even updated qgis to latest stable version 'Prizren'...Is it total different process in updated plugin?

[@dawnofgeospatialworld]

Virtual Raster option is available in the SCP tool (at the bottom). Otherwise go to Raster > Miscellaneous > Create Virtual Raster

[@adesai7358]

I tick that 'create virtual raster' option still didn't work. And when i tried to do the colour composite an error occurred saying "No such file directory"

[@dawnofgeospatialworld]

@@adesai7358 Add band 1 to 7 in QGIS Go to SCP Band set click on '+' sign at the right select all bands from canvas Check create Virtual raster Set satellite according to your satellite image Run > select your satellite image bands folder to save the virtual raster file (Important) otherwise create a new folder & select that. A sound will come for generating virtual raster image. If virtual raster layer doesn't appear on your canvas then add the virtual raster from that folder and change the symbology.

[@crallo]

after clipping i couldn't find the "LANDSAT" option. i tried using image conversion but when i use the clip and its metadata it still doesnt work

[@dawnofgeospatialworld]

In the latest version of SCP, LANDSAT tool has been removed. You can do that step manually. Check the 1st step from this video: kzbin.info/www/bejne/nZDQkIRsjrZ2qZosi=gW5VX3PwRI6yxYxl

[@FYFEKKavya]

I m getting issue in qgis 3.34 version in conversion, those files are not getting listed in metadata

[@dawnofgeospatialworld]

You can make a composite of all bands by layer stacking method, then clip out your study area. Then take sample location polygons & classify the image

[@dawnofgeospatialworld]

Metadata will available if you have downloaded Landsat Satellite image from USGS EarthExplorer. Level 1 or Level 2 data

[@hijabilicous]

I have the same problem, can you show a tutorial on how to do it?@@dawnofgeospatialworld

[@user-zd3ru4rd7f]

Hello! How and where do you get the Band 1 to Band 7 data set?

[@dawnofgeospatialworld]

To Download Landsat Satellite Image watch this video: kzbin.info/www/bejne/l6Syl3WZo6iIhbs

[@user-zd3ru4rd7f]

@@dawnofgeospatialworld Thank you!

[@ThuanNguyen-ks7ls]

Do you have ultraviewer please help me. I have a problem with my classification of images, a strange error

[@dawnofgeospatialworld]

No. We don't have.

[@faithdhundundu9052]

Hello lm using the new scp and my classes are all over the place what can l do

[@dawnofgeospatialworld]

Take samples for each clases and classify. It will classify your satellite image according to your sample classes.

[@arenlongkumer6374]

Hello ma'am i cannot find the SCP & DOCK even after installing the plugin

[@dawnofgeospatialworld]

Install SCP from plugins > Go to View > Panels > SCP Dock It will come at the left side of your QGIS Canvas

[@yashpatil3281]

Which version of QGIS is it in this video ??

[@dawnofgeospatialworld]

Latest we are using 3.36 version. but that time we had used 3.28 version

[@8768]

No refresh option in band set.....3.32 version...plz response

[@dawnofgeospatialworld]

On the right side of Band Set in SCP, You can find a "+" sign. click on that + sign, a dialogue box will open. select your required bands and run the band set. It will work.

[@8768]

Thank you ma'am..now it's working.

[@user-yn2hj3tn8x]

after clip my version (Lansat options is enable)

[@dawnofgeospatialworld]

Ok. That's good

[@adesai7358]

Where i can get those 7 geotiffs you added? What its called

[@dawnofgeospatialworld]

Watch this video for downloading those GeoTIFF files: kzbin.info/www/bejne/l6Syl3WZo6iIhbs

[@adesai7358]

Thank you

[@user-dt4zf9ic2t]

I don't have Landsat in the preprocessing menu. How can I add it there?

[@dawnofgeospatialworld]

Landsat is there. Check it

[@user-dt4zf9ic2t]

I’ve watched another video about scp, and people also don’t have such option. Was it default?

[@dawnofgeospatialworld]

@@user-dt4zf9ic2t OK, you want to know about conversion to TOA process. Yes, in the latest version of SCP, LANDSAT option has removed. But you can manually convert the satellite images to TOA by Raster Calculator for each bands separately. For that you need the metadata file of that satellite image. Check this Video: kzbin.info/www/bejne/nZDQkIRsjrZ2qZosi=gW5VX3PwRI6yxYxl In this video, We had showed the process of TOA conversion manually. Check the 1st Step

[@ChinmayeeEadunoori]

How to download shape files mam

[@dawnofgeospatialworld]

We had uploaded 2 videos on this channel about this topic. Please check those. Those videos are in Data download playlist on this channel.