Remote sensing for agricultural applications: A meta-review

M Weiss, F Jacob, G Duveiller - Remote sensing of environment, 2020 - Elsevier
Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …

[HTML][HTML] Convolutional neural networks for image-based high-throughput plant phenotyping: a review

Y Jiang, C Li - Plant Phenomics, 2020 - spj.science.org
Plant phenotyping has been recognized as a bottleneck for improving the efficiency of
breeding programs, understanding plant-environment interactions, and managing …

Roots withstanding their environment: exploiting root system architecture responses to abiotic stress to improve crop tolerance

IT Koevoets, JH Venema, JTM Elzenga… - Frontiers in plant …, 2016 - frontiersin.org
To face future challenges in crop production dictated by global climate changes, breeders
and plant researchers collaborate to develop productive crops that are able to withstand a …

Plant growth: the what, the how, and the why

J Hilty, B Muller, F Pantin, S Leuzinger - New Phytologist, 2021 - Wiley Online Library
Growth is a widely used term in plant science and ecology, but it can have different
meanings depending on the context and the spatiotemporal scale of analysis. At the …

Root phenotyping for drought tolerance: a review

A Wasaya, X Zhang, Q Fang, Z Yan - Agronomy, 2018 - mdpi.com
Plant roots play a significant role in plant growth by exploiting soil resources via the uptake
of water and nutrients. Root traits such as fine root diameter, specific root length, specific root …

[HTML][HTML] Artificial cognition for applications in smart agriculture: A comprehensive review

M Pathan, N Patel, H Yagnik, M Shah - Artificial Intelligence in Agriculture, 2020 - Elsevier
Abstract Agriculture contributes to 6.4% of the entire world's economic production. In at least
nine countries of the world, agriculture is the dominant sector of the economy. Agriculture not …

Plant phenotyping: from bean weighing to image analysis

A Walter, F Liebisch, A Hund - Plant methods, 2015 - Springer
Plant phenotyping refers to a quantitative description of the plant's anatomical,
ontogenetical, physiological and biochemical properties. Today, rapid developments are …

Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop …

JN Cobb, G DeClerck, A Greenberg, R Clark… - Theoretical and Applied …, 2013 - Springer
More accurate and precise phenotyping strategies are necessary to empower high-
resolution linkage mapping and genome-wide association studies and for training genomic …

Root traits and phenotyping strategies for plant improvement

A Paez-Garcia, CM Motes, WR Scheible, R Chen… - Plants, 2015 - mdpi.com
Roots are crucial for nutrient and water acquisition and can be targeted to enhance plant
productivity under a broad range of growing conditions. A current challenge for plant …

Improving the yield and nutritional quality of forage crops

NM Capstaff, AJ Miller - Frontiers in Plant Science, 2018 - frontiersin.org
Despite being some of the most important crops globally, there has been limited research on
forages when compared with cereals, fruits, and vegetables. This review summarizes the …