Hoeing a cotton field to remove weeds, Greene County, Georgia, USA, 1941 The cotton industry relies heavily on chemicals such as fertilizers and insecticides, although a very small number of farmers are moving toward an organic model of production and organic cotton products are now available for purchase at limited locations.