AIMC Topic: Crops, Agricultural

Clear Filters Showing 111 to 120 of 188 articles

A Cloud Enabled Crop Recommendation Platform for Machine Learning-Driven Precision Farming.

Sensors (Basel, Switzerland) Aug 22, 2022
Modern agriculture incorporated a portfolio of technologies to meet the current demand for agricultural food production, in terms of both quality and quantity. In this technology-driven farming era, this portfolio of technologies has aided farmers to...
Crops, Agricultural Farms Agriculture Artificial Intelligence Machine Learning
View on PubMed DOI

Suitability Evaluation of Crop Variety via Graph Neural Network.

Computational intelligence and neuroscience Aug 9, 2022
With the continuous growth of the global population, insufficient food production has become an urgent problem to be solved in most countries. At present, using artificial intelligence technology to improve suitability between land and crop varieties...
Agriculture Crops, Agricultural Artificial Intelligence Neural Networks, Computer Technology
View on PubMed DOI

Crop Mapping Using the Historical Crop Data Layer and Deep Neural Networks: A Case Study in Jilin Province, China.

Sensors (Basel, Switzerland) Aug 5, 2022
Machine learning combined with satellite image time series can quickly, and reliably be implemented to map crop distribution and growth monitoring necessary for food security. However, obtaining a large number of field survey samples for classifier t...
Neural Networks, Computer Support Vector Machine Crops, Agricultural Machine Learning Algorithms
View on PubMed DOI

Comparative Life Cycle Assessment of intra-row and inter-row weeding practices using autonomous robot systems in French vineyards.

The Science of the total environment Jun 3, 2022
Viticulture, as well as other crops, is facing obligation to reduce the use of herbicides and to develop alternatives solutions to chemical weed control. These alternatives can be achieved by mechanical weeding either using tractors or weeding robots...
Humans Crops, Agricultural Weed Control Robotics Animals Life Cycle Stages Farms
View on PubMed DOI

Deep learning-based approach for identification of diseases of maize crop.

Scientific reports Apr 15, 2022
In recent years, deep learning techniques have shown impressive performance in the field of identification of diseases of crops using digital images. In this work, a deep learning approach for identification of in-field diseased images of maize crop ...
Deep Learning Crops, Agricultural India Zea mays
View on PubMed DOI

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 Crops, Agricultural Wireless Technology Artificial Intelligence Communication
View on PubMed DOI

A deep learning model to detect novel pore-forming proteins.

Scientific reports Feb 7, 2022
Many pore-forming proteins originating from pathogenic bacteria are toxic against agricultural pests. They are the key ingredients in several pesticidal products for agricultural use, including transgenic crops. There is an urgent need to identify no...
Deep Learning Pore Forming Cytotoxic Proteins Crops, Agricultural Bacteria Pesticides Amino Acid Sequence
View on PubMed DOI

Modelling the reference crop evapotranspiration in the Beas-Sutlej basin (India): an artificial neural network approach based on different combinations of meteorological data.

Environmental monitoring and assessment Feb 3, 2022
Accurate prediction of the reference evapotranspiration (ET) is vital for estimating the crop water requirements precisely. In this study, we developed multi-layer perceptron artificial neural network (MLP-ANN) models considering different combinatio...
Meteorology Plant Transpiration Environmental Monitoring Crops, Agricultural India Neural Networks, Computer Temperature Wind
View on PubMed DOI

A novel deep learning-based method for detection of weeds in vegetables.

Pest management science Feb 2, 2022
BACKGROUND: Precision weed control in vegetable fields can substantially reduce the required weed control inputs. Rapid and accurate weed detection in vegetable fields is a challenging task due to the presence of a wide variety of weed species at var...
Weed Control Vegetables Crops, Agricultural Deep Learning Plant Weeds
View on PubMed DOI

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...
Ascomycota Agriculture Brassica napus Logistic Models Temperature Risk Assessment Crops, Agricultural Neural Networks, Computer Plant Diseases Machine Learning Fungicides, Industrial Fabaceae
View on PubMed DOI
Popular Topics
Recent Journals