Satellite Image classification Random Forest (RF) Machine Leaning (ML) in Google Earth Engine (GEE)

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  • Опубликовано: 26 авг 2024

Комментарии • 35

  • @coolsamuel4354
    @coolsamuel4354 Месяц назад

    Thanks for the Tutorial, my study area is contains more than one scene. how do i mosaic?

  • @user-mw1zj3pi8y
    @user-mw1zj3pi8y 9 месяцев назад +1

    This was really helpful! Thanks.

  • @batconservationpakistan4645
    @batconservationpakistan4645 Год назад +2

    Very helpful. Can you please create a legend for this as well in a separate video or a code. Secondly, can I open the resulting TIF file into ArcGIS for labeling using symbology (Unique values)?

  • @awaismuhammad2431
    @awaismuhammad2431 7 месяцев назад

    Hello, Thank you very much for this amazing video, I need a little help, while i was following your script according to my desired values, During Forest test, it is giving error "Forest not defined". I have watched your video several times, but could not find the solution.Could you please give your expert opinion ? thank you once again. ❤❤❤❤❤ you are a Gem

  • @martinaperez3767
    @martinaperez3767 Год назад +1

    thank you a lot for your very useful video. I have a question, in the case of seasonality in the area , I have to classify my class in different images , the images in which to classify my classes, need to be merged into one stack? or classify as a stack of different images?
    thanks

  • @mrityunjoykumbhakar9661
    @mrityunjoykumbhakar9661 Год назад +1

    ধন্যবাদ 🙏

  • @sedgeleyp
    @sedgeleyp Год назад +1

    Thanks for this excellent tutorial. I followed it in Google Colab, but I get the error 'No valid training data were found'. Do you perhaps know what the reason might be and what I'd have to fix it?

  • @691015paco
    @691015paco Год назад

    I Really congrat you with this great job,... awesome,... I try to do this with my own self script but de Accuracy overall doesn't work, could you give me a little help with this please?, rhank you on advance.

  • @mrityunjoykumbhakar9661
    @mrityunjoykumbhakar9661 Год назад +1

    How to mosaic here because the study area is not covers by a single tiles?
    Please write that line.

  • @lorenzoleongutierrez7927
    @lorenzoleongutierrez7927 Год назад

    Great tutorial, thanks !

  • @AshrafulIslam-cc3lp
    @AshrafulIslam-cc3lp 2 года назад +2

    Hi there, great tutorials indeed, wondering if you can tell me if i run classification over one image, is it possible to get classified outcomes from more than one image ?

    • @abstract5911
      @abstract5911 2 года назад +1

      Possible, if it is from the same study site/ area.
      If is in other region: Training data points needs to be taken within the study area. If you have sample from one region, choose bigger study area (include region where you have training data and region of interest)

    • @AshrafulIslam-cc3lp
      @AshrafulIslam-cc3lp 2 года назад +1

      @@abstract5911 can you explain a bit more for me, yes it is same area for my case.

    • @abstract5911
      @abstract5911 2 года назад +1

      @@AshrafulIslam-cc3lp It depends on the season. For example, in post-monsoon, the cropland could be cultivated and fallow. So, the training data points for cropland will be different in different seasons. Again, for waterbody, the inland water area may change depending on the season. However, the tranining data points for built-up, forests, etc., will be same in all seasons. So the training data points collected in one time can be applied in other time periods, if they indicate same season.

  • @user-xl8ru9ok4n
    @user-xl8ru9ok4n 10 месяцев назад

    Hi, thanks for the video. But the feature collection is giving me zero or null, please help!

  • @mohamedziyani1233
    @mohamedziyani1233 2 года назад +1

    Hi ,
    great tutorials indeed. can you pliss share the code for sentinel 2 data supervised classification in your site wib
    thanks

    • @abstract5911
      @abstract5911 2 года назад

      welcomersgis.blogspot.com/

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      welcomersgis.blogspot.com/2022/06/random-forest-image-classification.html?m=1

  • @SyedAhmedRaza_0
    @SyedAhmedRaza_0 Год назад +1

    Thank you so much for this great helpful content. I have a question. Anyone can explain please.
    Is it not necessary to have the same spatial resolution of all the spectral bands of an image before classification? In above video, the "imgcollection" contains 10 bands of Sentinel-2 including both 10 m and 20 m spatial resolutions. How it affects the output image?

    • @AshishKumar-pq8vp
      @AshishKumar-pq8vp Год назад

      "imgcollection" has been stacked for 4 images for 10m and 20m resolution bands ; although the training points have been extracted for 10m resolution bands (in NIR, Red and Green). So I think it will not affect the output of the image since they are all classified in 10m res. bands

  • @invinciblerocker
    @invinciblerocker 2 года назад

    A big thanks for the video. It’s very informative and nicely described. The problem that I am facing while running the script is, FeatureCollection for Training data Band values shows (0 elements, 0 columns).
    And with this, further, Image (Error) No valid training data were found is on the display. Can you help with this problem?

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      You may consider sharing your code from 'Get Link' option for support.

    • @busiirigala8149
      @busiirigala8149 11 месяцев назад

      Did you end up fixing it? I’m having the same problem😢

  • @chauhankalyansinh4247
    @chauhankalyansinh4247 2 года назад +2

    kindly share code for sentinel 2 data supervised classification

  • @acinad4605
    @acinad4605 2 года назад +1

    Can you create video of mangrove mapping using planet imagery?

    • @abstract5911
      @abstract5911 2 года назад +1

      Planet data is not accesible to all. The overall approach will same.

    • @acinad4605
      @acinad4605 2 года назад

      @@abstract5911 yes but using the free satellite data of planet of 4 bands

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      The overall approach will be same, and the only chnage will the input satellite data

  • @chiranjitsingha7787
    @chiranjitsingha7787 2 года назад +1

    please share this code to explore...

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      Please visit our site and get the code, thank you.
      welcomersgis.blogspot.com

  • @b______k______.253
    @b______k______.253 2 года назад

    my classes are not getting defined properly after merging the dataset how can i solve it?

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      Be careful defining the feature type, class, etc. [For reference: 17:30 - 17:50].
      You may consider sharing your code from 'Get Link' option for support.

  • @waskastube6903
    @waskastube6903 2 года назад +1

    Can you share the code please man

    • @RemoteSensingGuide
      @RemoteSensingGuide  2 года назад

      Please visit our site and get the code, thank you.
      welcomersgis.blogspot.com