Vision, Learning, and Robotics: AI for Plants in the 2020s

Zhenghong Yu, Huabing Zhou, Luca Iocchi, Jeffrey Too Chuan Tan, Changcai Yang, Hao Lu

Frontiers Media SA

Population growth and climate change have posed significant challenges to crop breeding. The...

Science Plant Science Technical Advances in Plant Science

Keywords: artificial intelligence,­hyperspectral/multispectral sensors,­robots,­Crop Phenotyping,­Agricultural operations

Advances in Conservation and Use of Potato Genetic Resources

Iris Edith Peralta, Alfonso H. Del Rio, Gustavo Heiden, Dave Ellis, Peter Giovannini

Frontiers Media SA

The potato is the world’s most important non-cereal food, with a global production of 370 million...

Science Plant Science Technical Advances in Plant Science

Keywords: Potato,­conservation,­Breeding,­Seed quality,­tuber quality,­potato genetic diversity,­Taxonomy,­stress response

Artificial Intelligence and Internet of Things for Smart Agriculture

Shanwen Zhang, Bin Liu, Chuanlei Zhang, Ce Yang

Frontiers Media SA

Smart agriculture combines modern science and technology with agricultural cultivation, to achieve...

Science Plant Science Technical Advances in Plant Science

Keywords: smart agriculture,­Digital Twin,­SIAMESE network,­Agricultural Digitalization,­Agricultural IOT,­IoT Data Analysis

Rapid and Nondestructive Detection Techniques for Agri-Product Quality

Te Ma, Xi Tian, Qiang Lyu, Lie Deng

Frontiers Media SA

Agri-product such as grains, fruits and vegetables play a very important role in people's daily...

Science Plant Science Technical Advances in Plant Science

Keywords: rapid and nondestructive detection technologies,­agri-product quality and safety,­data handling methods,­Signal enhancement

Advances in Fruit-Growing Systems as a Key Factor of Successful Production

Geza Bujdoso, Miljan Cvetkovic

Frontiers Media SA

The fruit production industry has been facing many challenges recently. For example, climate...

Science Plant Science Technical Advances in Plant Science

Keywords: Cultivar,­rootstock,­Training form,­fruit growing systems,­fruit production,­plant experimental development

IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture

José Dias Pereira, Liangliang Yang, Jian Lian, Dengchao Feng

Frontiers Media SA

Machine vision applications in precision agriculture have attracted a great deal of attention. They...

Science Plant Science Technical Advances in Plant Science

Keywords: deep learning,­Machine Vision,­UAV,­Internet of Things,­transformer

High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain, Volume II

Andreas Hund, Urs Schmidhalter, Fred Van Eeuwijk, Wei Guo, David Matthew Deery, Sindhuja Sankaran

Frontiers Media SA

This Research Topic is part of the High-Throughput Field Phenotyping to Advance Precision...

Science Plant Science Technical Advances in Plant Science

Keywords: artificial intelligence,­machine learning,­Field-Based Phenomics,­precision phenotyping,­Water and nutrient use efficiency,­Drought and heat tolerance

Artificial Intelligence-of-Things (AIoT) in Precision Agriculture

Yaqoob Majeed, Longsheng Fu, Long He

Frontiers Media SA

The merging of Artificial Intelligence (AI) and Internet-of-Things is known as Artificial...

Science Plant Science Technical Advances in Plant Science

Keywords: IoT,­Internet of Things,­artificial intelligence,­precision agriculture,­sustainability

Advances in Statistical Methods for the Genetic Dissection of Complex Traits in Plants

Yuan-Ming Zhang, Zhenyu Jia, Shang-Qian Xie, Jia Wen, Shibo Wang, Ya-Wen Zhang

Frontiers Media SA

Genome-wide association studies (GWAS) have been widely used in the genetic dissection of complex...

Science Plant Science Technical Advances in Plant Science

Keywords: GWAS,­multi-omics profiling,­Plants,­3VmrMLM,­Genome-Wide Association Study,­complex traits