Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
… be integrated with a predictive breeding strategy, particularly … We propose a smart breeding
scheme, integrated genomic-… data technology, and artificial intelligence (mainly focused on …

Applications of artificial intelligence in climate-resilient smart-crop breeding

MHU Khan, S Wang, J Wang, S Ahmar… - International Journal of …, 2022 - mdpi.com
artificial intelligence has recently emerged, which has been suggested to possess extraordinary
potential to assist in breeding climate-resilient smart … To this end, climate-resilient smart

Integrating speed breeding with artificial intelligence for developing climate-smart crops

KK Rai - Molecular biology reports, 2022 - Springer
… into machine learning/artificial intelligence in plant breeding and improvement. In addition,
the review also highlights recent progress made in the implementation of AI in crop breeding

Accelerating climate resilient plant breeding by applying next-generation artificial intelligence

AL Harfouche, DA Jacobson, D Kainer, JC Romero… - Trends in …, 2019 - cell.com
artificial intelligence (AI) are perceived as key components of accelerating the plant breeding
… referred to as drones, fly over breeding plots collecting data on individual plants and single …

Crop researchers harness artificial intelligence to breed crops for the changing climate

C Beans - Proceedings of the National Academy of …, 2020 - National Acad Sciences
… In a 2017 PNAS Opinion piece, Walter and colleagues described emerging “smart farming”
… Fortunately, “smart breeding” advances may have wider reach. Once image recognition …

Artificial intelligence in animal farms for management and breeding

H Hamadani, A Hamadani, S Shabir - …  s Guide to Artificial Intelligence, 2024 - Elsevier
… impact animal breeding programs by … machine learning algorithms, AI can process vast
amounts of genetic data, enabling breeders to identify desirable traits and predict breeding

Smart breeding driven by advances in sequencing technology

C Zhang, S Jiang, Y Tian, X Dong, J Xiao… - Modern …, 2023 - Wiley Online Library
… In addition, we suggest that the next breeding revolution will be big data-driven smart
breeding, characterised by the enhanced use of databases, artificial intelligence and automation. …

[HTML][HTML] Smart breeding for climate resilient agriculture

HS Bakala, G Singh, P Srivastava - … breeding-current and future …, 2020 - intechopen.com
breeding methodologies along with state-of-the-art genome-editing tools in integration with
artificial intelligence … Therefore, holistic smart breeding approaches can be promising way out …

Enabling smart agriculture by implementing artificial intelligence and embedded sensing

A Sharma, M Georgi, M Tregubenko, A Tselykh… - Computers & Industrial …, 2022 - Elsevier
The increasing demand of smart agriculture has led to the significant growth and development
in the field of crop estimation and prediction improving its productivity. The analysis of …

Smart breeding approaches in post-genomics era for developing climate-resilient food crops

RZ Naqvi, HA Siddiqui, MA Mahmood… - Frontiers in Plant …, 2022 - frontiersin.org
… can help in producing climate-smart crops to overcome food … smart agriculture enables the
increased quantity and quality of crops with the help of artificial intelligence, machine learning