No, unfortunately this is definitely not grounds to collect unemployment benefits. Unemployment benefits are available when the employer terminates your employment, other officially or effectively (e.g. by transfering your job out of state), and not due to your fault (that is, not "for cause"). If you leave employment voluntarily, even for good or commendable reasons, you are not entitled to unemployment compensation.