Officials in four Gulf Coast states on Thursday announced a $19 billion settlement with BP to resolve claims in connection with the devastating 2010 oil spill, ending years of litigation.  

Leaders of Florida, Alabama, Mississippi and Louisiana said the settlement holds BP "accountable" for the Deepwater Horizon spill. The $18.7 billion is meant in part to compensate for economic losses and natural resource damages. 

"This agreement is the result of five years of hard-fought litigation and intense scientific research, and it provides Louisiana the coastal restoration and compensation it needs following the Deepwater Horizon disaster," Louisiana Attorney General Buddy Caldwell said in a statement. 

The settlement money will be used to resolve the Clean Water Act penalties; resolve natural resources damage claims; settle economic claims; and resolve economic damage claims of local governments, according to an outline filed in federal court Thursday morning. 

In arguing against such a high penalty, BP has said its spill-related costs already were expected to exceed $42 billion -- even without the Clean Water Act fine. It's also unclear how much BP will end up paying under a 2012 settlement with individuals and businesses claiming spill-related losses. 

More On This...

Costs incurred by BP so far include an estimated $14 billion for response and cleanup and $4.5 billion in penalties announced after a settlement of a criminal case with the government. 

In 2012, BP reached the settlement with plaintiff's lawyers over economic and property damage claims arising from the spill. In its first-quarter earnings report for 2015, BP said it could estimate at least a $10.3 billion cost. But it also stressed that the cost could be higher, depending on how many legitimate claims were filed by a recently passed deadline. 

Earlier this year, a federal judge in New Orleans concluded the third phase of a civil trial pitting the oil giant against the federal government. He had already made two key rulings: that BP acted with "gross negligence" in the rig explosion that resulted in the spill; and that 3.19 million barrels of oil -- nearly 134 million gallons -- spewed into the Gulf as a result. BP had appealed both those rulings, which set the stage for the a possible multibillion-dollar Clean Water Act penalty. 

The Associated Press contributed to this report.