How artificial intelligence uses to achieve the agriculture sustainability: Systematic review
The generation of food production that meets the rising demand for food and ecosystem security is a big challenge. With the development of Artificial Intelligence (AI) models, there is a growing need to use them to achieve sustainable agriculture. The continuous enhancement of AI in agriculture, res...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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KeAi Communications Co., Ltd.
2023-06-01
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| Series: | Artificial Intelligence in Agriculture |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2589721723000144 |
| _version_ | 1797791886811856896 |
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| author | Vilani Sachithra L.D.C.S. Subhashini |
| author_facet | Vilani Sachithra L.D.C.S. Subhashini |
| author_sort | Vilani Sachithra |
| collection | DOAJ |
| description | The generation of food production that meets the rising demand for food and ecosystem security is a big challenge. With the development of Artificial Intelligence (AI) models, there is a growing need to use them to achieve sustainable agriculture. The continuous enhancement of AI in agriculture, researchers have proposed many models in agriculture functions such as prediction,weed control, resource management, advance care of crops, and so on. This article evaluates on a systematic review of AI models in agriculture functions. It also reviews how AI models are used in identified sustainable objectives. Through this extensive review, this paper discusses considerations and limitations for building the next generation of sustainable agriculture using AI. |
| first_indexed | 2024-03-13T02:25:13Z |
| format | Article |
| id | doaj.art-84f7bbc55e8a46d5864feef3f73b5f6d |
| institution | Directory Open Access Journal |
| issn | 2589-7217 |
| language | English |
| last_indexed | 2024-03-13T02:25:13Z |
| publishDate | 2023-06-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Artificial Intelligence in Agriculture |
| spelling | doaj.art-84f7bbc55e8a46d5864feef3f73b5f6d2023-06-30T04:22:39ZengKeAi Communications Co., Ltd.Artificial Intelligence in Agriculture2589-72172023-06-0184659How artificial intelligence uses to achieve the agriculture sustainability: Systematic reviewVilani Sachithra0L.D.C.S. Subhashini1University of Sri Jayewardenepura, Sri LankaCorresponding author.; University of Sri Jayewardenepura, Sri LankaThe generation of food production that meets the rising demand for food and ecosystem security is a big challenge. With the development of Artificial Intelligence (AI) models, there is a growing need to use them to achieve sustainable agriculture. The continuous enhancement of AI in agriculture, researchers have proposed many models in agriculture functions such as prediction,weed control, resource management, advance care of crops, and so on. This article evaluates on a systematic review of AI models in agriculture functions. It also reviews how AI models are used in identified sustainable objectives. Through this extensive review, this paper discusses considerations and limitations for building the next generation of sustainable agriculture using AI.http://www.sciencedirect.com/science/article/pii/S2589721723000144AIAgricultureSustainabilityReviewRoboticsDeep learning |
| spellingShingle | Vilani Sachithra L.D.C.S. Subhashini How artificial intelligence uses to achieve the agriculture sustainability: Systematic review Artificial Intelligence in Agriculture AI Agriculture Sustainability Review Robotics Deep learning |
| title | How artificial intelligence uses to achieve the agriculture sustainability: Systematic review |
| title_full | How artificial intelligence uses to achieve the agriculture sustainability: Systematic review |
| title_fullStr | How artificial intelligence uses to achieve the agriculture sustainability: Systematic review |
| title_full_unstemmed | How artificial intelligence uses to achieve the agriculture sustainability: Systematic review |
| title_short | How artificial intelligence uses to achieve the agriculture sustainability: Systematic review |
| title_sort | how artificial intelligence uses to achieve the agriculture sustainability systematic review |
| topic | AI Agriculture Sustainability Review Robotics Deep learning |
| url | http://www.sciencedirect.com/science/article/pii/S2589721723000144 |
| work_keys_str_mv | AT vilanisachithra howartificialintelligenceusestoachievetheagriculturesustainabilitysystematicreview AT ldcssubhashini howartificialintelligenceusestoachievetheagriculturesustainabilitysystematicreview |