YOU SAID:
The weather is lovely.
INTO JAPANESE
天気が美しいです。
BACK INTO ENGLISH
The weather was beautiful.
INTO JAPANESE
天気が良かった。
BACK INTO ENGLISH
The weather is good.
INTO JAPANESE
天気は良いです。
BACK INTO ENGLISH
The weather is good.
That didn't even make that much sense in English.