Applications of remote sensing in precision agriculture: A review

RP Sishodia, RL Ray, SK Singh - Remote sensing, 2020 - mdpi.com
Agriculture provides for the most basic needs of humankind: food and fiber. The introduction
of new farming techniques in the past century (eg, during the Green Revolution) has helped …

Monitoring plant diseases and pests through remote sensing technology: A review

J Zhang, Y Huang, R Pu, P Gonzalez-Moreno… - … and Electronics in …, 2019 - Elsevier
Plant diseases and pests endanger agriculture and forestry significantly around the world.
The implementation of non-contact, highly-efficient, and affordable methods for detecting …

Smart farming in Europe

V Moysiadis, P Sarigiannidis, V Vitsas, A Khelifi - Computer science review, 2021 - Elsevier
Smart Farming is the new term in the agriculture sector, aiming to transform the traditional
techniques to innovative solutions based on Information Communication Technologies …

An automated detection and classification of citrus plant diseases using image processing techniques: A review

Z Iqbal, MA Khan, M Sharif, JH Shah… - … and electronics in …, 2018 - Elsevier
The citrus plants such as lemons, mandarins, oranges, tangerines, grapefruits, and limes are
commonly grown fruits all over the world. The citrus producing companies create a large …

A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping

T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022 - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …

Wheat yellow rust detection using UAV-based hyperspectral technology

A Guo, W Huang, Y Dong, H Ye, H Ma, B Liu, W Wu… - Remote Sensing, 2021 - mdpi.com
Yellow rust is a worldwide disease that poses a serious threat to the safety of wheat
production. Numerous studies on near-surface hyperspectral remote sensing at the leaf …

Identification of plant leaf phosphorus content at different growth stages based on hyperspectral reflectance

A Siedliska, P Baranowski, J Pastuszka-Woźniak… - BMC Plant …, 2021 - Springer
Background Modern agriculture strives to sustainably manage fertilizer for both economic
and environmental reasons. The monitoring of any nutritional (phosphorus, nitrogen …

Present and future scopes and challenges of plant pest and disease (P&D) monitoring: Remote sensing, image processing, and artificial intelligence perspectives

HM Abdullah, NT Mohana, BM Khan, SM Ahmed… - Remote Sensing …, 2023 - Elsevier
Since the dawn of agriculture, farmers have been at the stake of dealing with pests and
diseases. Chemical pesticides are a reliable source of controlling pests and pathogens, but …

A systematic review of citrus disease perceptions and fruit grading using machine vision

S Palei, SK Behera, PK Sethy - Procedia Computer Science, 2023 - Elsevier
Citrus is one of the most commonly farmed and popular fruit crops globally. Citrus fruits are
high in vitamins, minerals, and dietary fibre, which are essential for overall health. Oranges …

A generic approach for wheat disease classification and verification using expert opinion for knowledge-based decisions

W Haider, AU Rehman, NM Durrani… - IEEE Access, 2021 - ieeexplore.ieee.org
Crop diseases have mainly affected crop production due to the lack of modern approaches
for disease identification. For many years, farmers have identified various crop diseases and …