Is there anyway to use LINQ to obtain the maximum of each columns for two dimensional arrays?

Assume that I have the following:

var arrays = new double[5,100]();

I want to get the maximum of arrays[0,:], arrays[1,:] .... arrays[4,:]. How to use LINQ to do it?

I could have use such method

public double GetMax(double[,] arr, int rowIndex)
{
   var colCount = arr.GetLength(1);
   double max = 0.0;
   for(int i=0; i<colCount; i++)
   {
      max=Math.Max(Math.Abs(arr[rowIndex, i]), max);
   }
   return max;
}

But I would prefer a more succinct ways of doing things.