相关实验视频
Updated: Jul 12, 2025

08:02
Robotic Sensing and Stimuli Provision for Guided Plant Growth
Published on: July 1, 2019
8.0K
人工智能和物联网面向可持续的精准农业:迈向现代农业
Amit Sharma1,2, Ashutosh Sharma2,3, Alexey Tselykh1
1Institute of Computer Technologies and Information Security, Southern Federal University, Taganrog, 347922, Russia.
Open life sciences
|October 19, 2023
概括
精准农业 (PF) 使用人工智能 (AI) 和物联网 (IoT) 来提高农业产量. 这种以技术为导向的方法通过精确的投入应用提高了作物产量和利能力.
科学领域:
- 农业科学 农业科学
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
背景情况:
- 农业有着悠久的历史,随着精准农业 (PF) 等技术的进步,农业有了显著的发展.
- 精准农业 (PF),也称为精准农业 (PA),利用技术优化作物管理和资源分配.
- 人工智能和物联网的整合正在彻底改变现代农业实践.
研究的目的:
- 详细介绍AI和物联网在当代农业中的发展和功能.
- 突出AI和物联网在智能精密农业系统中的应用.
- 评估使用人工智能和物联网的 PF 拟议方法.
主要方法:
- 在PF中开发和描述AI和物联网集成.
- 在PF框架内实施具体步骤.
- 使用FAOSTAT基准数据集对PF进行分析.
主要成果:
- 提出的方法实现了高精度 (98.65%),精度 (98.32%) 和回忆 (97.65%).
- 保持了0.23秒的竞争性执行时间.
- 与现有的分类方法相比,表现优越.
结论:
- 人工智能和物联网显著提高了现代农业的准确性和利能力.
- 智能精密农业应用利用人工智能和物联网显示出很大的前景.
- 该研究验证了AI和物联网在优化农业产出的有效性.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Key Elements for Plant Nutrition
18.8K
Like all living organisms, plants require organic and inorganic nutrients to survive, reproduce, grow and maintain homeostasis. To identify nutrients that are essential for plant functioning, researchers have leveraged a technique called hydroponics. In hydroponic culture systems, plants are grown—without soil—in water-based solutions containing nutrients. At least 17 nutrients have been identified as essential elements required by plants. Plants acquire these elements from the...
18.8K
Microorganisms in Agriculture and Food industry
43
Microorganisms play a crucial role in agriculture and the food industry, contributing to soil fertility, crop protection, and food production. Their functions range from nitrogen fixation and biopesticide production to fermentation and food preservation, making them indispensable to sustainable farming and food safety.Role in AgricultureNitrogen-fixing bacteria, such as Rhizobium (symbiotic) and Azotobacter (free-living), convert atmospheric nitrogen into ammonia through biological nitrogen...
43
Plant Breeding and Biotechnology
19.0K
Crop cultivation has a long history in human civilization, with records showing the cultivation of cereal plants beginning at around 8000 BC. This early plant breeding was developed primarily to provide a steady supply of food.
19.0K
Field Application of Global Positioning System
51
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
51
Control Systems
1.2K
Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
At the heart...
At the heart...
1.2K

