Capture a breathtaking autumn landscape that embodies the essence of the season. The scene should feature a vibrant tapestry of golden, orange, and crimson leaves gently cascading from the trees, blanketing the forest floor. A serene river meanders through the backdrop, reflecting the kaleidoscope of colors above. The soft, diffused light of a late afternoon sun filters through the branches, casting warm hues and long shadows, evoking a sense of tranquility and nostalgia. Include a winding path that invites the viewer to explore deeper into the woods, while a distant mountain range looms majestically, hinting at the transition of seasons. The air should feel crisp and invigorating, filled with the earthy scent of fallen leaves, creating an immersive experience that celebrates the beauty and fleeting nature of autumn.