You may have tried to remove it from the page elements inside layout, but instead of your site icon to appear at the tab, you still see the blogger default icon, this cannot be remove from the layout because it is automatically lock by blogger officially, so for you to replace it with your site icon, simply follow the few steps below.
To generate favicon you can visit
how to host/upload image on blogspot on how to host image.
How To Change Blogger Favicon
- Go to your blogger dashboard
- Click on "Design" > "Edit HTML" > back up your template
- Use ctrl F to find <title><data:blog.pageTitle/></title> but if you can't find that, then find <data:blog.title/></title> and paste the code below immediately after any of the code you find.
- Replace FAVICON URL with your favicon url
- Click "SAVE TEMPLATE"
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