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It may be that you areIt may be that you are overwatering, or it could be the soil condition. Cantaloupe need 1 to 2 inches of water a week until fruit appears. Make sure that your soil's acidity has not dropped below pH 5.4.

2015 Special Edition Garden GuideCooking Fresh with The Old Farmer's AlmanacThe Almanac Monthly Digital MagazineWhat the heck is a Garden Hod?