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Empowering Precision Agriculture: Detecting Apple Leaf Diseases and Severity Levels with Federated Learning CNN

2023 3rd International Conference on Intelligent Technologies (CONIT), 2023
The production of apples contributes significantly to the world's food security, but it also confronts significant obstacles because of illnesses that harm apple leaves.
Shiva Mehta, Vinay Kukreja, Richa Gupta
semanticscholar   +1 more source

Aspects of Precision Agriculture

1999
Precision agriculture is the application of technologies and principles to manage spatial and temporal variability associated with all aspects of agricultural production for the purpose of improving crop performance and environmental quality. Success in precision agriculture is related to how well it can be applied to assess, manage, and evaluate the ...
F. J. Pierce, Pete Nowak
openaire   +2 more sources

Precision Agriculture. Summary

2005
Precision agriculture (PA) is an innovative information-guided management concept of crop production that builds on various new or further developed technologies - in particular satellite-based positioning and sensor-based recording systems. Small-scale varying soil conditions and plant populations existing within a field can be recorded with the help ...
Rösch, Christine   +2 more
openaire   +2 more sources

Perspectives of Precision Agriculture in Conservation Agriculture

2003
Conservation practices have clearly shown advantages in improving soil, water and air quality as well as reducing costs of operations. Conservation of natural resources is the base for a long-term sustainability of agricultural and natural ecosystems. Conservation Agriculture is not just conservation tillage, but a series of land management practices ...
openaire   +2 more sources

Components of Precision Agriculture

2018
Precision agriculture (PA) or precision farming (PF) has witnessed unprecedented growth in the last decade, especially in countries such as the United States, Germany, Canada, and others. While the rest of the world has been relatively slow in embracing precision agricultural practices, the change is coming.
Latief Ahmad, Syed Sheraz Mahdi
openaire   +2 more sources

Precision Agriculture in Canada 2019: Precision Agriculture Dealership Services Surveys

Research Papers in Economics, 2020
In order to assess the overall adoption of precision agriculture technologies in Canada, members of the Ontario Agri Business Association (OABA) or the Canadian Association of Agri-Retailers (CAAR) were surveyed on their own use and offerings of precision agriculture technologies and services as well their perception of farmers use of these ...
Mitchell, Sean   +5 more
openaire   +2 more sources

Precision Agriculture and Food Security

Science, 2010
Precision agriculture comprises a set of technologies that combines sensors, information systems, enhanced machinery, and informed management to optimize production by accounting for variability and uncertainties within agricultural systems. Adapting production inputs site-specifically within a field and individually for each animal allows better use ...
Robin Gebbers, Viacheslav I. Adamchuk
openaire   +3 more sources

Precision agriculture '13

2013
Precision agriculture is now 'main stream' in agriculture and is playing a key role as the industry comes to terms with the environment, market forces, quality requirements, traceability, vehicle guidance and crop management. Research continues to be necessary and needs to be reported and disseminated to a wide audience.
openaire   +2 more sources

Introduction to Precision Agriculture

2018
The introductory chapter provides information about basics of accuracy, precision, and precision agriculture. The chapter gives an insight of what precision and accuracy are in measurement, their differences, and use. Precision agriculture is a now a term utilized all through farming frameworks around the world.
Syed Sheraz Mahdi, Latief Ahmad
openaire   +2 more sources

The economics of precision agriculture

2018
While precision agriculture (PA) has enormous potential for reducing the environmental footprint of farming, awareness is growing with respect to the social implications of the technology and the widespread adoption of PA depends on economics. Farming is a business and technology is adopted if it provides benefits for the farmer and farm household.
openaire   +2 more sources

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