I read the following sentence:
本月,一对中国姐妹在日本横滨遇害的事件引发了各界关注。据中国驻日本大使馆消息,案件发生后,日本警方以涉嫌非法拘禁罪逮捕一名30多岁的日本男子,7月21日下午,警方以涉嫌遗弃遗体罪再次逮捕该犯罪嫌疑人。目前警方已将最新进展通知遇害者亲属。
At first I didn’t know the word 警方 so I didn’t understand the meaning. Later I found it is police but then what is the difference from 警察? Can I just replace 警方 with 警察 and the sentence still conveys the same meaning?