High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Analyzing precision agriculture adoption across the globe: A systematic review of scholarship from 1999–2020

CL Lee, R Strong, KE Dooley - Sustainability, 2021 - mdpi.com
Precision agriculture (PA) is a holistic, sustainable, innovative systems approach that assists
farmers in production management. Adopting PA could improve sustainable food security …

[PDF][PDF] 无人机遥感解析田间作物表型信息研究进展

刘建刚, 赵春江, 杨贵军, 于海洋, 赵晓庆, 徐波… - 农业工程 …, 2016 - researchgate.net
田间作物表型信息是揭示作物生长发育规律及其与环境关系的重要依据, 传统的田间试验取样和
车载高通量平台测定作物性状参数的方法耗时耗力, 且空间覆盖不全, 限制了作物科学研究的 …

Estimation of above-ground biomass of winter wheat based on consumer-grade multi-spectral UAV

F Wang, M Yang, L Ma, T Zhang, W Qin, W Li, Y Zhang… - Remote Sensing, 2022 - mdpi.com
One of the problems of optical remote sensing of crop above-ground biomass (AGB) is that
vegetation indices (VIs) often saturate from the middle to late growth stages. This study …

Rapid prediction of winter wheat yield and nitrogen use efficiency using consumer-grade unmanned aerial vehicles multispectral imagery

J Liu, Y Zhu, X Tao, X Chen, X Li - Frontiers in Plant Science, 2022 - frontiersin.org
Rapid and accurate assessment of yield and nitrogen use efficiency (NUE) is essential for
growth monitoring, efficient utilization of fertilizer and precision management. This study …

Estimation of nitrogen content in wheat using indices derived from RGB and thermal infrared imaging

R Li, D Wang, B Zhu, T Liu, C Sun, Z Zhang - Field Crops Research, 2022 - Elsevier
The important period of wheat grain accumulation is from the flowering stage to the filling
stage, and the nitrogen content of wheat in this period is of great significance to the yield …

Evaluating canopy spectral reflectance vegetation indices to estimate nitrogen use traits in hard winter wheat

K Frels, M Guttieri, B Joyce, B Leavitt… - Field Crops Research, 2018 - Elsevier
Wheat nitrogen use efficiency must be improved to reduce the need for nitrogen (N)
fertilizers. This study was conducted to determine if measurement of canopy spectral …

High-throughput field phenotyping traits of grain yield formation and nitrogen use efficiency: optimizing the selection of vegetation indices and growth stages

L Prey, Y Hu, U Schmidhalter - Frontiers in Plant Science, 2020 - frontiersin.org
High-throughput, non-invasive phenotyping is promising for evaluating crop nitrogen (N) use
efficiency (NUE) and grain yield (GY) formation under field conditions, but its application for …

Applications of a hyperspectral imaging system used to estimate wheat grain protein: a review

J Ma, B Zheng, Y He - Frontiers in Plant Science, 2022 - frontiersin.org
Recent research advances in wheat have focused not only on increasing grain yields, but
also on establishing higher grain quality. Wheat quality is primarily determined by the grain …

Review of field-based phenotyping by unmanned aerial vehicle remote sensing platform

J Liu, C Zhao, G Yang, H Yu, X Zhao… - Transactions of the …, 2016 - ingentaconnect.com
The field-based phenotyping plays an important role in exploring the laws of crop growth
and development. Accurately and rapidly acquiring phenotype of plants or cells in different …