Atchison Cemetery was established by Joseph M. Atchison, Sr., in 1978. The cemetery is located at 1041 Harness Road, Dyersburg, TN.
| Last Name | First Name | Birth Date | Death Date | Picture(s) | Remarks |
| Atchison | Freed Hardeman | Jul 23 1908 | Oct 5 1978 | headstone, photo | "Grandad" [Eldest son of Lucien Atchison & Beulah Reed Atchison, h/o Lillie Cook Atchison] |
| Atchison | Lillie B. Cook | Sep 3 1893 | May 13 1980 | headstone, photo | "Grandmomma" [Daughter of Jessie W. Cook and Anna Thedford, w/o Freed Hardeman Atchison] |
| Atchison | Genevieve Morgan | Jun 9 1949 | Jan 2 1986 | headstone,photo | "Mom" [Born in Hyden, KY, died in Chattanooga, TN, w/o Joseph M. Atchison Sr., the founder of the cemetery] |
| Atchison | Joseph Martin | Oct 7 1936 | Jan 8 2010 | headstone, photo | "Dad", s/s as Genevieve Morgan Atchison |
| Hill | Oran Atchison | Apr 23 1906 | Sep 17 1981 | headstone | "Mother" [Eldest daughter of Lucien Atchison and Beulah Reed Atchison] |
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