Internet of things (IoT) and agricultural unmanned aerial vehicles (UAVs) in smart farming: A comprehensive review

AD Boursianis, MS Papadopoulou, P Diamantoulakis… - Internet of Things, 2022 - Elsevier
Abstract Internet of Things (IoT) and Unmanned Aerial Vehicles (UAVs) are two hot
technologies utilized in cultivation fields, which transform traditional farming practices into a …

Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives

W Yang, H Feng, X Zhang, J Zhang, JH Doonan… - Molecular plant, 2020 - cell.com
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …

A review of applications and communication technologies for internet of things (Iot) and unmanned aerial vehicle (uav) based sustainable smart farming

N Islam, MM Rashid, F Pasandideh, B Ray, S Moore… - Sustainability, 2021 - mdpi.com
To reach the goal of sustainable agriculture, smart farming is taking advantage of the
Unmanned Aerial Vehicles (UAVs) and Internet of Things (IoT) paradigm. These smart farms …

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 …

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

J Yue, G Yang, Q Tian, H Feng, K Xu, C Zhou - ISPRS Journal of …, 2019 - Elsevier
When dealing with multiple growth stages, estimates of above-ground biomass (AGB) based
on optical vegetation indices (VIs) are difficult for two reasons:(i) optical VIs saturate at …

Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height

Y Liu, H Feng, J Yue, X Jin, Z Li, G Yang - Frontiers in plant science, 2022 - frontiersin.org
Obtaining crop above-ground biomass (AGB) information quickly and accurately is
beneficial to farmland production management and the optimization of planting patterns …

Yield estimation in cotton using UAV-based multi-sensor imagery

A Feng, J Zhou, ED Vories, KA Sudduth… - Biosystems Engineering, 2020 - Elsevier
Highlights•Site-specific cotton yield estimation was conducted.•The performance of multiple
image sensors were evaluated.•Data were registered based on image features.•Methods …

Vegetation index weighted canopy volume model (CVMVI) for soybean biomass estimation from unmanned aerial system-based RGB imagery

M Maimaitijiang, V Sagan, P Sidike… - ISPRS journal of …, 2019 - Elsevier
Crop biomass estimation with high accuracy at low-cost is valuable for precision agriculture
and high-throughput phenotyping. Recent technological advances in Unmanned Aerial …

Unsupervised detection of vineyards by 3D point-cloud UAV photogrammetry for precision agriculture

L Comba, A Biglia, DR Aimonino, P Gay - Computers and electronics in …, 2018 - Elsevier
An effective management of precision viticulture processes relies on robust crop monitoring
procedures and, in the near future, to autonomous machine for automatic site-specific crop …

Assessing the agreement of ICESat-2 terrain and canopy height with airborne lidar over US ecozones

L Malambo, SC Popescu - Remote Sensing of Environment, 2021 - Elsevier
Despite its critical importance to carbon storage modeling, forest vertical structure remains
poorly characterized over large areas. Canopy height estimates from current satellite …