AIMC Topic: Agriculture

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Deep Data Analysis-Based Agricultural Products Management for Smart Public Healthcare.

Frontiers in public health Apr 7, 2022
Agricultural is an indispensably public healthcare industry for human beings at any time and smart management of it is of great significance. Since substantial technical advance relies on long-term efforts and continuous progress, reasonably scheduli...
Agriculture Humans Forecasting Neural Networks, Computer Delivery of Health Care Data Analysis
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Spectral Diagnostic Model for Agricultural Robot System Based on Binary Wavelet Algorithm.

Sensors (Basel, Switzerland) Feb 25, 2022
The application of agricultural robots can liberate labor. The improvement of robot sensing systems is the premise of making it work. At present, more research is being conducted on weeding and harvesting systems of field robot, but less research is ...
Algorithms Fertilizers Robotics Agriculture Phosphorus
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Screening and functional prediction of differentially expressed genes in walnut endocarp during hardening period based on deep neural network under agricultural internet of things.

PloS one Feb 24, 2022
The deep neural network is used to establish a neural network model to solve the problems of low accuracy and poor accuracy of traditional algorithms in screening differentially expressed genes and function prediction during the walnut endocarp harde...
Gene Expression Regulation, Plant Internet of Things Juglans Fruit Seeds Algorithms Lignin Neural Networks, Computer Agriculture
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Improved Position Estimation Algorithm of Agricultural Mobile Robots Based on Multisensor Fusion and Autoencoder Neural Network.

Sensors (Basel, Switzerland) Feb 16, 2022
High-precision position estimations of agricultural mobile robots (AMRs) are crucial for implementing control instructions. Although the global navigation satellite system (GNSS) and real-time kinematic GNSS (RTK-GNSS) provide high-precision position...
Agriculture Robotics Algorithms Biomechanical Phenomena Neural Networks, Computer
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Joint Communication and Sensing: A Proof of Concept and Datasets for Greenhouse Monitoring Using LoRaWAN.

Sensors (Basel, Switzerland) Feb 9, 2022
In recent years, greenhouse-based precision agriculture (PA) has been strengthened by utilization of Internet of Things applications and low-power wide area network communication. The advancements in multidisciplinary technologies such as artificial ...
Agriculture Artificial Intelligence Crops, Agricultural Communication Wireless Technology
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Modeling risk of Sclerotinia sclerotiorum-induced disease development on canola and dry bean using machine learning algorithms.

Scientific reports Jan 17, 2022
Diseases caused by the fungus Sclerotinia sclerotiorum are managed mainly through fungicide applications in canola and dry bean. Accurate estimation of the risk of disease development on these crops could help farmers make spraying decisions. Five ma...
Fabaceae Crops, Agricultural Logistic Models Fungicides, Industrial Brassica napus Plant Diseases Ascomycota Machine Learning Temperature Risk Assessment Agriculture Neural Networks, Computer
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Comparative Study of Artificial Intelligence Techniques for the Diagnosis of Chronic Nerve Diseases.

Computational and mathematical methods in medicine Jan 13, 2022
Farming is essential to the long-term viability of any economy. It differs in each country, but it is essential for long-term economic success. Only a few of the agricultural industry's issues include a lack of suitable irrigation systems, weeds, and...
Expert Systems Nervous System Diseases Neural Networks, Computer Agricultural Workers' Diseases Artificial Intelligence Decision Making Humans Agriculture Diagnosis, Computer-Assisted Chronic Disease Computational Biology Fuzzy Logic
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Lessons from other disciplines for setting management thresholds for biodiversity conservation.

Conservation biology : the journal of the Society for Conservation Biology Jan 11, 2022
Successful, state-dependent management, in which the goal of management is to maintain a system in a desired state, involves defining the boundaries between different states. Once these boundaries have been defined, managers require a strategic actio...
Artificial Intelligence Agriculture Biodiversity Conservation of Natural Resources
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Toward the Next Generation of Digitalization in Agriculture Based on Digital Twin Paradigm.

Sensors (Basel, Switzerland) Jan 10, 2022
Digitalization has impacted agricultural and food production systems, and makes application of technologies and advanced data processing techniques in agricultural field possible. Digital farming aims to use available information from agricultural as...
Food Supply Artificial Intelligence Farms Technology Agriculture
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Performance of Machine Learning-Based Multi-Model Voting Ensemble Methods for Network Threat Detection in Agriculture 4.0.

Sensors (Basel, Switzerland) Nov 10, 2021
The upcoming agricultural revolution, known as Agriculture 4.0, integrates cutting-edge Information and Communication Technologies in existing operations. Various cyber threats related to the aforementioned integration have attracted increasing inter...
Politics Agriculture Machine Learning Algorithms Cluster Analysis
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