Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage
The environmental temperature and humidity are crucial factors for the normal growth and development of arbor tree cuttings by altering their hormone levels and influencing their physiological activities. Developing a temperature and humidity environmental model for arbor tree cuttings serves as a k...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-12-01
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| Series: | Agronomy |
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| Online Access: | https://www.mdpi.com/2073-4395/14/1/58 |
| _version_ | 1797344794879459328 |
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| author | Xu Wang Lixing Liu Jinyan Xie Xiaosa Wang Haoyuan Gu Jianping Li Hongjie Liu Pengfei Wang Xin Yang |
| author_facet | Xu Wang Lixing Liu Jinyan Xie Xiaosa Wang Haoyuan Gu Jianping Li Hongjie Liu Pengfei Wang Xin Yang |
| author_sort | Xu Wang |
| collection | DOAJ |
| description | The environmental temperature and humidity are crucial factors for the normal growth and development of arbor tree cuttings by altering their hormone levels and influencing their physiological activities. Developing a temperature and humidity environmental model for arbor tree cuttings serves as a key technique to improve the adjustment performance of environmental parameters in facility agriculture systems and enhance the rooting rate of cuttings. This paper provides a comprehensive summary of current research on the inherent characteristics of cuttings and the factors influencing environmental temperature and humidity. It explores the mechanisms of interaction between the inherent characteristics of cuttings and the factors influencing environmental temperature and humidity. This paper investigates the interactive relationships among the factors affecting environmental temperature and humidity. It analyzes methods to improve the efficiency of constructing temperature and humidity environmental models for arbor tree cuttings. To enhance the transferability of the environmental model, the necessary physiological activities under the influence of plant hormones are generalized as common physiological traits in the growth and development of cuttings. In addition, this paper explores the factors influencing the air and substrate temperature and the humidity in facility agriculture systems as well as two types of facilities for controlling environmental temperature and humidity. Furthermore, it reviews the research progress in environmental models from both mechanistic and data-driven perspectives. This paper provides a comparative analysis of the characteristics associated with these two model categories. Building upon this, the paper summarizes and discusses methods employed in constructing temperature and humidity environmental models for arbor tree cuttings. In addition, it also anticipates the application of deep learning techniques in the construction of temperature and humidity environmental models for arbor cuttings, including utilizing machine vision technology to monitor their growth status. Finally, it proposes suggestions for building physiological models of fruit tree-like arbor cuttings at different growth stages. To enhance the transferability of environmental models, the integration of physiological models of cuttings, environmental models, and control system performance are suggested to create an environmental identification model. This paper aims to achieve control of the common physiological activities of cuttings. |
| first_indexed | 2024-03-08T11:08:05Z |
| format | Article |
| id | doaj.art-0a3e40a8ced74bec97a204a72c171b15 |
| institution | Directory Open Access Journal |
| issn | 2073-4395 |
| language | English |
| last_indexed | 2024-03-08T11:08:05Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Agronomy |
| spelling | doaj.art-0a3e40a8ced74bec97a204a72c171b152024-01-26T14:22:08ZengMDPI AGAgronomy2073-43952023-12-011415810.3390/agronomy14010058Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree CuttageXu Wang0Lixing Liu1Jinyan Xie2Xiaosa Wang3Haoyuan Gu4Jianping Li5Hongjie Liu6Pengfei Wang7Xin Yang8College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaCollege of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, ChinaThe environmental temperature and humidity are crucial factors for the normal growth and development of arbor tree cuttings by altering their hormone levels and influencing their physiological activities. Developing a temperature and humidity environmental model for arbor tree cuttings serves as a key technique to improve the adjustment performance of environmental parameters in facility agriculture systems and enhance the rooting rate of cuttings. This paper provides a comprehensive summary of current research on the inherent characteristics of cuttings and the factors influencing environmental temperature and humidity. It explores the mechanisms of interaction between the inherent characteristics of cuttings and the factors influencing environmental temperature and humidity. This paper investigates the interactive relationships among the factors affecting environmental temperature and humidity. It analyzes methods to improve the efficiency of constructing temperature and humidity environmental models for arbor tree cuttings. To enhance the transferability of the environmental model, the necessary physiological activities under the influence of plant hormones are generalized as common physiological traits in the growth and development of cuttings. In addition, this paper explores the factors influencing the air and substrate temperature and the humidity in facility agriculture systems as well as two types of facilities for controlling environmental temperature and humidity. Furthermore, it reviews the research progress in environmental models from both mechanistic and data-driven perspectives. This paper provides a comparative analysis of the characteristics associated with these two model categories. Building upon this, the paper summarizes and discusses methods employed in constructing temperature and humidity environmental models for arbor tree cuttings. In addition, it also anticipates the application of deep learning techniques in the construction of temperature and humidity environmental models for arbor cuttings, including utilizing machine vision technology to monitor their growth status. Finally, it proposes suggestions for building physiological models of fruit tree-like arbor cuttings at different growth stages. To enhance the transferability of environmental models, the integration of physiological models of cuttings, environmental models, and control system performance are suggested to create an environmental identification model. This paper aims to achieve control of the common physiological activities of cuttings.https://www.mdpi.com/2073-4395/14/1/58arbor tree cuttagetemperaturehumidityenvironmental models |
| spellingShingle | Xu Wang Lixing Liu Jinyan Xie Xiaosa Wang Haoyuan Gu Jianping Li Hongjie Liu Pengfei Wang Xin Yang Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage Agronomy arbor tree cuttage temperature humidity environmental models |
| title | Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage |
| title_full | Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage |
| title_fullStr | Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage |
| title_full_unstemmed | Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage |
| title_short | Research Status and Prospects on the Construction Methods of Temperature and Humidity Environmental Models in Arbor Tree Cuttage |
| title_sort | research status and prospects on the construction methods of temperature and humidity environmental models in arbor tree cuttage |
| topic | arbor tree cuttage temperature humidity environmental models |
| url | https://www.mdpi.com/2073-4395/14/1/58 |
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