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| DOI | 10.1016/j.eja.2024.127178 |
| Research priorities to leverage smart digital technologies for sustainable crop production | |
| 发表日期 | 2024 |
| ISSN | 1161-0301 |
| EISSN | 1873-7331 |
| 起始页码 | 156 |
| 卷号 | 156 |
| 英文摘要 | Agriculture faces several challenges including climate change and biodiversity loss while, at the same time, the demand for food, feed, biofuels, and fiber is increasing. Sustainable intensification aims to increase productivity and input-use efficiency while enhancing the resilience of agricultural systems to adverse environmental conditions through improved management and technology. Recent advances in sensing, machine learning, modeling, and robotics offer opportunities for novel smart digital technologies to enable sustainable intensification. However, developing smart digital technologies and putting them into agricultural practice, requires closing major research gaps, related in particular to (1) the utilization of multi-scale multi-sensor monitoring in space and time, (2) using artificial intelligence for linking process and data-driven methods, (3) improving decision making and intervention in plant production, and finally (4) modeling conditions and consequences of farmers acceptance. Closing these gaps requires an interdisciplinary approach. Here, we present a research agenda and steps forward to steer research efforts, highlighting research priorities, and identifying required interdisciplinary research collaboration. Following this agenda will leverage the full potential of smart digital technologies for sustainable crop production. |
| 英文关键词 | Smart farming; Site-specific management; Sustainable intensification; Precision agriculture; Robotics; AI; Interdisciplinary research |
| 语种 | 英语 |
| WOS研究方向 | Agriculture |
| WOS类目 | Agronomy |
| WOS记录号 | WOS:001225469100001 |
| 来源期刊 | EUROPEAN JOURNAL OF AGRONOMY
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| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/293765 |
| 作者单位 | University of Bonn; University of Bonn; University of Bonn; Leibniz Zentrum fur Agrarlandschaftsforschung (ZALF); Helmholtz Association; Research Center Julich; Helmholtz Association; Research Center Julich; University of Bonn; University of Bonn; University of Bonn; University of Bonn; University of Bonn |
| 推荐引用方式 GB/T 7714 | . Research priorities to leverage smart digital technologies for sustainable crop production[J],2024,156. |
| APA | (2024).Research priorities to leverage smart digital technologies for sustainable crop production.EUROPEAN JOURNAL OF AGRONOMY,156. |
| MLA | "Research priorities to leverage smart digital technologies for sustainable crop production".EUROPEAN JOURNAL OF AGRONOMY 156(2024). |
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