How we can log the Page Not Found Error in logs

Be aware that your logs will be FULL

There are many robots out there that will hit your site for all types of pages that are not part of your application. Expect to see lots of requests to /wp-admin for instance.

https://laracasts.com/discuss/channels/laravel/logging-404