def _amp3d_to_2d(self, amp, sigma_x, sigma_y):
        """
        converts 3d density into 2d density parameter
        :param amp:
        :param sigma_x:
        :param sigma_y:
        :return:
        """
        return amp * np.sqrt(np.pi) * np.sqrt(sigma_x * sigma_y * 2)