Artificial intelligence technology in the agricultural sector: A systematic literature review

E Elbasi, N Mostafa, Z AlArnaout, AI Zreikat… - IEEE …, 2022 - ieeexplore.ieee.org
Due to the increasing global population and the growing demand for food worldwide as well
as changes in weather conditions and the availability of water, artificial intelligence (AI) such …

Current progress and future prospects of agriculture technology: Gateway to sustainable agriculture

N Khan, RL Ray, GR Sargani, M Ihtisham, M Khayyam… - Sustainability, 2021 - mdpi.com
The agricultural industry is getting more data-centric and requires precise, more advanced
data and technologies than before, despite being familiar with agricultural processes. The …

[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications

VG Dhanya, A Subeesh, NL Kushwaha… - Artificial Intelligence in …, 2022 - Elsevier
The agriculture industry is undergoing a rapid digital transformation and is growing powerful
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …

Microbial fermentation for improving the sensory, nutritional and functional attributes of legumes

D Senanayake, PJ Torley, J Chandrapala, NS Terefe - Fermentation, 2023 - mdpi.com
A rapidly growing population, resource scarcity, and the future sustainability of our food
supply are among the major concerns of today's food industry. The importance of resilient …

The heat is on: how crop growth, development, and yield respond to high temperature

T Zhu, CF Fonseca De Lima… - Journal of Experimental …, 2021 - academic.oup.com
Plants are exposed to a wide range of temperatures during their life cycle and need to
continuously adapt. These adaptations need to deal with temperature changes on a daily …

Fostering agricultural transformation through AI: an open-source AI architecture exploiting the MLOps paradigm

AC Cob-Parro, Y Lalangui, R Lazcano - Agronomy, 2024 - mdpi.com
As the global population is expected to reach 10 billion by 2050, the agricultural sector faces
the challenge of achieving an increase of 60% in food production without using much more …

Effects of winter soil warming on crop biomass carbon loss from organic matter degradation

H Ni, H Hu, CM Zohner, W Huang, J Chen… - Nature …, 2024 - nature.com
Global warming poses an unprecedented threat to agroecosystems. Although temperature
increases are more pronounced during winter than in other seasons, the impact of winter …

Plants and global warming: challenges and strategies for a warming world

P Seth, J Sebastian - Plant Cell Reports, 2024 - Springer
Abstract Key Message In this review, we made an attempt to create a holistic picture of plant
response to a rising temperature environment and its impact by covering all aspects from …

Omics-facilitated crop improvement for climate resilience and superior nutritive value

T Zenda, S Liu, A Dong, J Li, Y Wang, X Liu… - Frontiers in Plant …, 2021 - frontiersin.org
Novel crop improvement approaches, including those that facilitate for the exploitation of
crop wild relatives and underutilized species harboring the much-needed natural allelic …