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The Farmer's Almanac Gets an Upgrade: GenAI's Applications for Sustainable Agriculture

Publisher IDC
Published Nov 23, 2023
Length 4 Pages
SKU # IDC18334726

Description

The Farmer's Almanac Gets an Upgrade: GenAI's Applications for Sustainable Agriculture


This IDC Market Note dives deeper into one of the more concrete applications for generative AI (GenAI) in sustainability. The incredibly data intense field of industrial agriculture has seen innovation after innovation as this industry is at the heart of many countries' GDP. With climate and crop models utilizing a wide variety of data sets, gathering trustworthy data and creating a single source of truth can be incredibly difficult for farmers. However, with the advent of generative AI and natural language processing models, farmers can generate optimized planting schedules, crop protection measures, and disease and pest mitigation strategies and on average create a much more robust and resilient crop with the use of fewer resources.

Please Note: Extended description available upon request.

Table of Contents

4 Pages
Executive Snapshot
In This Market Note
IDC's Point of View
Use Cases for Generative AI in Sustainable Agriculture
Crop Optimization
Disease Detection and Prevention
Sustainable Pest Management
Climate-Resilient Crop Breeding
Soil Health Improvement
Resource-Efficient Irrigation
Current Market Offerings
Ethical Implications
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