Development of long short-term memory models using rainfall and soil moisture to predict soil moisture dynamics

• Yoon Ji Kim,

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Horticulture, Chonnam National University, Gwangju, Republic of Korea, Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju, Republic of Korea

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• Ho Jin Im,

  Roles Formal analysis, Software, Validation

  Affiliation Department of Statistics, Chonnam National University, Gwangju, Republic of Korea

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• Seung Gon Wi,

  Roles Funding acquisition, Supervision

  Affiliation Digital Agriculture Research Institute for Horticultural Fruit, Chonnam National University, Gwangju, Republic of Korea

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• Min Soo Kim,

  Roles Formal analysis, Supervision, Validation

  Affiliation Department of Statistics, Chonnam National University, Gwangju, Republic of Korea

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• Seok Min Lee,

  Roles Supervision

  Affiliation Gyeongsangnam-do Agricultural Research and Extension Services, Jinju, Republic of Korea

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• Ung Yang,

  Roles Writing – review & editing

  Affiliation Pear Research Center, National Institute of Horticultural & Herbal Science, Rural Development Administration, Naju, Republic of Korea

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• Sun Woo Chung ,

  Roles Supervision, Writing – review & editing

  * E-mail: sunwchung@jnu.ac.kr (SWC); pear@jnu.ac.kr (SHL)

  Affiliations Department of Horticulture, Chonnam National University, Gwangju, Republic of Korea, Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju, Republic of Korea

  https://orcid.org/0000-0002-2185-0464

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• Sang-Hyun Lee

  Roles Project administration, Resources, Supervision

  * E-mail: sunwchung@jnu.ac.kr (SWC); pear@jnu.ac.kr (SHL)

  Affiliations Department of Horticulture, Chonnam National University, Gwangju, Republic of Korea, Interdisciplinary Program in IT-Bio Convergence System, Chonnam National University, Gwangju, Republic of Korea, Digital Agriculture Research Institute for Horticultural Fruit, Chonnam National University, Gwangju, Republic of Korea

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