Unmanned Aerial Vehicles (UAV) in precision agriculture: Applications and challenges

P Velusamy, S Rajendran, RK Mahendran, S Naseer… - Energies, 2021 - mdpi.com
Agriculture is the primary source of income in develo** countries like India. Agriculture
accounts for 17 percent of India's total GDP, with almost 60 percent of the people directly or …

Drones: innovative technology for use in precision pest management

FH Iost Filho, WB Heldens, Z Kong… - Journal of economic …, 2020 - academic.oup.com
Arthropod pest outbreaks are unpredictable and not uniformly distributed within fields. Early
outbreak detection and treatment application are inherent to effective pest management …

[HTML][HTML] UAV in the advent of the twenties: Where we stand and what is next

F Nex, C Armenakis, M Cramer, DA Cucci… - ISPRS journal of …, 2022 - Elsevier
Abstract The use of Unmanned Aerial Vehicles (UAVs) has surged in the last two decades,
making them popular instruments for a wide range of applications, and leading to a …

Classification of soybean genotypes for industrial traits using UAV multispectral imagery and machine learning

DC Santana, LPR Teodoro, FHR Baio… - Remote Sensing …, 2023 - Elsevier
Soybean genotypes have distinct physicochemical characteristics, mainly regarding the oil
and protein contents in the grains. The use of high-throughput phe-noty** technologies …

High-throughput phenoty** in soybean

AK Singh, A Singh, S Sarkar… - High-throughput crop …, 2021 - Springer
Abstract Soybean [Glycine max (L.) Merr.] breeders and geneticists routinely evaluate
thousands of plots per year in order to characterize various accessions and breeding …

[HTML][HTML] UAV applications in Agriculture 4.0

LR Amaral, C Zerbato, RG Freitas… - Revista Ciência …, 2021 - SciELO Brasil
ABSTRACT Unmanned Aerial Vehicles (UAVs) have potentially significant application in
agriculture and, with the emergence of the digital farming era and Agriculture 4.0, this …

Detection of stress induced by soybean aphid (Hemiptera: Aphididae) using multispectral imagery from unmanned aerial vehicles

ZPD Marston, TM Cira, EW Hodgson… - Journal of economic …, 2020 - academic.oup.com
Abstract Soybean aphid, Aphis glycines Matsumura (Hemiptera: Aphididae), is a common
pest of soybean, Glycine max (L.) Merrill (Fabales: Fabaceae), in North America requiring …

Linear support vector machine classification of plant stress from soybean aphid (Hemiptera: Aphididae) using hyperspectral reflectance

ZPD Marston, TM Cira, JF Knight… - Journal of economic …, 2022 - academic.oup.com
Spectral remote sensing has the potential to improve scouting and management of soybean
aphid (Aphis glycines Matsumura), which can cause yield losses of over 40% in the North …

How does the digital transformation of agriculture affect the implementation of Integrated Pest Management?

FH Iost Filho, JB Pazini, TM Alves, RL Koch… - … In Sustainable Food …, 2022 - frontiersin.org
Integrated pest management (IPM) has greatly influenced farming in the past decades. Even
though it has been effective, its adoption has not been as large as anticipated. Operational …

Spectral detection of nematodes in soybean at flowering growth stage using unmanned aerial vehicles

BHT Arantes, VH Moraes, AM Geraldine, TM Alves… - Ciência Rural, 2021 - SciELO Brasil
Soybean is one of the main crop species grown in the world. However, there is a decline in
productivity due to the various types of stress, including the nematodes Heterodera glycines …