Applying AI to the domain of agriculture and food security requires a paradigm shift, including the adoption of new techniques, technologies, holistic working methods and multidisciplinary views. Sjaak...
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Agriculture artificial intelligence
CGIAR Initiative on Digital Innovation: can we trust AI to generate agricultural extension advisories?
Collaborative efforts involving AI experts, agricultural professionals, and farmers will be essential to address the technology’s current limitations and achieve meaningful impacts in agriculture, especially...
Highlights:
Agriculture is a fundamental sector to meet global food demand.
Crop yield is limited by harsh environmental conditions and pest attack.
IoT-enabled smart sensors monitor...
Highlights:
A concept, for integration of digital technologies to enhance future smart and sustainable agricultural systems, was developed.
Main challenges of data management in smart agriculture...
Highlights
Agriculture 4.0 comprises radical digital and biotechnological innovations.
Agriculture 4.0 may have pervasive effects on future agricultural and food systems.
More...
Highlights
Artificial intelligence improves agricultural productivity.
Artificial intelligence improves postharvest and food operations.
Consumers can apply artificial intelligence in food-based decisions...
This publication on artificial intelligence (AI) for agriculture is the fifth in the E-agriculture in Action series, launched in 2016 and jointly produced by FAO and ITU. It aims to raise awareness about...
Reinforcement learning (RL), including multi-armed bandits, is a branch of machine learning that deals with the problem of sequential decision-making in uncertain and unknown environments through learning by practice. While...
Weed detection has become an integral part of precision farming that leverages the IoT framework. Weeds have become responsible for 45% of the agriculture industry's crop losses...
Highlights
I reflect on what has (not) changed in agricultural development science in the past 7 years.
Attention is needed to the conflicts between agricultural...