How did the expansion of railroads during the Second Industrial Revolution influence agricultural production?

Railroad expansion allowed farmers to build their own railroads to their small farms, increasing agricultural output.

Railroads led to the growth of urban areas and factories, causing the decline of farms and ranches.

Railroads opened western lands for the development of large farms and ranches, increasing agricultural output.

Railroad expansion only happened in urban areas, so it had little influence on agriculture.