Your Most-Used Preset: Foreground to Transparent
In the Presets panel at the top of the Gradient Editor, find "Foreground to Transparent." It creates a solid color (whatever your current foreground is) fading to nothing. Set your foreground color first by sampling from your photo, then choose this preset — the gradient instantly matches the scene.