A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping
L Feng, S Chen, C Zhang, Y Zhang, Y He - Computers and electronics in …, 2021 - Elsevier
High-throughput phenotyping has been widely studied in plant science to monitor plant
growth and analyze the influence of genotypes and environment on plant growth. To meet …
growth and analyze the influence of genotypes and environment on plant growth. To meet …
[HTML][HTML] A comprehensive review of machine vision systems and artificial intelligence algorithms for the detection and harvesting of agricultural produce
Every nation's economic development depends heavily on agriculture. Fulfilling the current
population's need for food is becoming increasingly difficult because of factors including …
population's need for food is becoming increasingly difficult because of factors including …
Estimating biomass of barley using crop surface models (CSMs) derived from UAV-based RGB imaging
Crop monitoring is important in precision agriculture. Estimating above-ground biomass
helps to monitor crop vitality and to predict yield. In this study, we estimated fresh and dry …
helps to monitor crop vitality and to predict yield. In this study, we estimated fresh and dry …
High throughput field phenotyping of wheat plant height and growth rate in field plot trials using UAV based remote sensing
FH Holman, AB Riche, A Michalski, M Castle… - Remote Sensing, 2016 - mdpi.com
There is a growing need to increase global crop yields, whilst minimising use of resources
such as land, fertilisers and water. Agricultural researchers use ground-based observations …
such as land, fertilisers and water. Agricultural researchers use ground-based observations …
Exploiting the centimeter resolution of UAV multispectral imagery to improve remote-sensing estimates of canopy structure and biochemistry in sugar beet crops
The recent emergence of unmanned aerial vehicles (UAV) has opened a new horizon in
vegetation remote sensing, especially for agricultural applications. However, the benefits of …
vegetation remote sensing, especially for agricultural applications. However, the benefits of …
Onion biomass monitoring using UAV-based RGB imaging
Biomass monitoring is one of the main pillars of precision farm management as it involves
deeper knowledge about pest and weed status, soil quality, water stress, and yield …
deeper knowledge about pest and weed status, soil quality, water stress, and yield …
In-field crop row phenotyping from 3D modeling performed using Structure from Motion
This article presents a method for crop row structure characterization that is adapted to
phenotyping-related issues. In the proposed method, a crop row 3D model is built and …
phenotyping-related issues. In the proposed method, a crop row 3D model is built and …
High throughput phenotyping of cotton plant height using depth images under field conditions
Plant height is an important phenotypic trait that can be used not only as an indicator of
overall plant growth but also a parameter to calculate advanced traits such as biomass and …
overall plant growth but also a parameter to calculate advanced traits such as biomass and …
Ecologically sustainable weed management: how do we get from proof‐of‐concept to adoption?
Weed management is a critically important activity on both agricultural and non‐agricultural
lands, but it is faced with a daunting set of challenges: environmental damage caused by …
lands, but it is faced with a daunting set of challenges: environmental damage caused by …
A physically-based model for retrieving foliar biochemistry and leaf orientation using close-range imaging spectroscopy
Radiative transfer models have long been used to characterize the foliar content at the leaf
and canopy levels. However, they still do not apply well to close-range imaging …
and canopy levels. However, they still do not apply well to close-range imaging …