How to construct geo_point field from separate fields of latitude and longitude for Kibana 5.4?

Do I still need to manually mapping the index at Elasticsearch again by adding location field like this?

Yes.

Now the field location has created but there is no data appear in this field yet. Which method should I use to make the data appeared in this new field?

Let Logstash process your data (again).

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