AIMC Topic: Crop Production

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Rapid and low-cost insect detection for analysing species trapped on yellow sticky traps.

Scientific reports May 17, 2021
While insect monitoring is a prerequisite for precise decision-making regarding integrated pest management (IPM), it is time- and cost-intensive. Low-cost, time-saving and easy-to-operate tools for automated monitoring will therefore play a key role ...
Datasets as Topic Hemiptera Crop Production Insect Control Animals Image Processing, Computer-Assisted Support Vector Machine
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Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt.

Scientific reports Jan 15, 2021
This study investigates whether coupling crop modeling and machine learning (ML) improves corn yield predictions in the US Corn Belt. The main objectives are to explore whether a hybrid approach (crop modeling + ML) would result in better predictions...
Machine Learning Zea mays United States Climate Crop Production
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Automatic wheat ear counting using machine learning based on RGB UAV imagery.

The Plant journal : for cell and molecular biology Jun 14, 2020
In wheat (Triticum aestivum L) and other cereals, the number of ears per unit area is one of the main yield-determining components. An automatic evaluation of this parameter may contribute to the advance of wheat phenotyping and monitoring. There is ...
Algorithms Crop Production Image Processing, Computer-Assisted Remote Sensing Technology Triticum Machine Learning Aircraft Automation
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Hyperspectral imaging combined with machine learning as a tool to obtain high-throughput plant salt-stress phenotyping.

The Plant journal : for cell and molecular biology Dec 9, 2019
The rapid selection of salinity-tolerant crops to increase food production in salinized lands is important for sustainable agriculture. Recently, high-throughput plant phenotyping technologies have been adopted that use plant morphological and physio...
Genetic Association Studies Abelmoschus High-Throughput Screening Assays Machine Learning Phenotype Deep Learning Crops, Agricultural Salt Stress Salt-Tolerant Plants Hyperspectral Imaging Crop Production
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Optimization and control of the light environment for greenhouse crop production.

Scientific reports Jun 17, 2019
Optimization and control of the greenhouse light environment is key to increasing crop yield and quality. However, the light saturation point impacts the efficient use of light. Therefore, the dynamic acquisition of the light saturation point that is...
Cucumis Photosynthesis Crop Production Light Carbon Dioxide Crops, Agricultural Humans Temperature Support Vector Machine Models, Statistical Plant Leaves Seedlings
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Fully convolutional network for rice seedling and weed image segmentation at the seedling stage in paddy fields.

PloS one Apr 18, 2019
To reduce the cost of production and the pollution of the environment that is due to the overapplication of herbicide in paddy fields, the location information of rice seedlings and weeds must be detected in site-specific weed management (SSWM). With...
Neural Networks, Computer Oryza Crop Production Image Processing, Computer-Assisted Seedlings Plant Weeds
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Remote Control of Greenhouse Vegetable Production with Artificial Intelligence-Greenhouse Climate, Irrigation, and Crop Production.

Sensors (Basel, Switzerland) Apr 16, 2019
The global population is increasing rapidly, together with the demand for healthy fresh food. The greenhouse industry can play an important role, but encounters difficulties finding skilled staff to manage crop production. Artificial intelligence (AI...
Climate Agricultural Irrigation Crop Production Agriculture Carbon Dioxide Vegetables Humans Artificial Intelligence
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Robotic weeders can improve weed control options for specialty crops.

Pest management science Feb 28, 2019
Specialty crop herbicides are not a priority for the agrochemical industry, and many of these crops do not have access to effective herbicides. High-value fruit and vegetable crops represent small markets and high potential liability in the case of h...
Crops, Agricultural Weed Control Herbicides Robotics Crop Production
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A Fuzzy mathematical model to estimate the effects of global warming on the vitality of Laelia purpurata orchids.

Mathematical biosciences Mar 18, 2017
This study aimed to develop a fuzzy mathematical model to estimate the impacts of global warming on the vitality of Laelia purpurata growing in different Brazilian environmental conditions. In order to develop the mathematical model was considered as...
Global Warming Humidity Temperature Orchidaceae Darkness Brazil Sunlight Crop Production Fuzzy Logic
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Technology: The Future of Agriculture.

Nature Apr 26, 2017
Time Factors Mobile Applications Machine Learning Clinical Alarms Agriculture Soil Technology Transfer Livestock Automation Animals Depth Perception Animal Husbandry Vegetables Lasers Remote Sensing Technology Monitoring, Physiologic Crop Production Animal Diseases Pesticides Abattoirs Agrochemicals Robotics Plant Diseases Fruit Plant Weeds Quality Control
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