Publication Date
1-1-2026
Document Type
Book
Publication Title
Artificial Intelligence and Data Science in Agriculture Specialty Crops and Climate Change Modeling
DOI
10.1515/9783111438894
First Page
1
Last Page
571
Abstract
Specialty crops—fruits, vegetables, nuts, horticulture, and nursery crops—are a powerful engine of agricultural growth, contributing nearly one-fifth of U.S. farm revenues and driving a $1.6 trillion global market. As demand rises and climate challenges intensify, growers need smarter tools to stay competitive. This book brings together AI, data science, climate modeling, and economic forecasting to help farmers and innovators improve yields, manage risk, enhance sustainability, and secure long-term profitability. Designed for agricultural leaders, technologists, and policymakers, it delivers practical, future-ready solutions to strengthen specialty crop resilience and global food security. Presents the applications of data science and AI to agriculture Combines data science and economics to study specialty crops and climate change Uses state-of-the-art models to estimate crop yields and prices under different climate scenarios
Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.
Department
Computer Engineering
Recommended Citation
Chandrasekar Vuppalapati. "Artificial Intelligence and Data Science in Agriculture Specialty Crops and Climate Change Modeling" Artificial Intelligence and Data Science in Agriculture Specialty Crops and Climate Change Modeling (2026): 1-571. https://doi.org/10.1515/9783111438894
