[HTML][HTML] Crop monitoring by multimodal remote sensing: A review

P Karmakar, SW Teng, M Murshed, S Pang, Y Li… - Remote Sensing …, 2024 - Elsevier
Effective approaches to achieve food safety and security can prevent catastrophic situations.
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …

Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review

K Neupane, F Baysal-Gurel - Remote Sensing, 2021 - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …

A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenoty**

L Feng, S Chen, C Zhang, Y Zhang, Y He - Computers and electronics in …, 2021 - Elsevier
High-throughput phenoty** has been widely studied in plant science to monitor plant
growth and analyze the influence of genotypes and environment on plant growth. To meet …

Yield estimation of soybean breeding lines under drought stress using unmanned aerial vehicle-based imagery and convolutional neural network

J Zhou, J Zhou, H Ye, ML Ali, P Chen… - Biosystems Engineering, 2021 - Elsevier
Highlights•UAV-based imagery and deep learning models was used for high throughput
phenoty**.•Methods of yield estimation for a large breeding population was …

Semi-supervised deep learning and low-cost cameras for the semantic segmentation of natural images in viticulture

A Casado-García, J Heras, A Milella, R Marani - Precision Agriculture, 2022 - Springer
Automatic yield monitoring and in-field robotic harvesting by low-cost cameras require object
detection and segmentation solutions to tackle the poor quality of natural images and the …

Unoccupied aerial systems imagery for phenoty** in cotton, maize, soybean, and wheat breeding

AW Herr, A Adak, ME Carroll, D Elango, S Kar… - Crop …, 2023 - Wiley Online Library
High‐throughput phenoty** (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …

[HTML][HTML] High-throughput field phenoty** of soybean: Spotting an ideotype

L Roth, C Barendregt, CA Bétrix, A Hund… - Remote Sensing of …, 2022 - Elsevier
Soybean is among the most important crops for food and feed production worldwide.
Sustainable and local production in regions with marginal climates requires cold-adapted …

Banana fusarium wilt disease detection by supervised and unsupervised methods from UAV-based multispectral imagery

S Zhang, X Li, Y Ba, X Lyu, M Zhang, M Li - Remote Sensing, 2022 - mdpi.com
Banana Fusarium wilt (BFW) is a devastating disease with no effective cure methods. Timely
and effective detection of the disease and evaluation of its spreading trend will help farmers …

EPSA-YOLO-V5s: A novel method for detecting the survival rate of rapeseed in a plant factory based on multiple guarantee mechanisms

P Zhang, D Li - Computers and Electronics in Agriculture, 2022 - Elsevier
As one of the important products of modern agricultural development, plant factories can
provide a suitable environment for the growth and development of crops. Intelligently …

Fast detection and location of longan fruits using UAV images

D Li, X Sun, H Elkhouchlaa, Y Jia, Z Yao, P Lin… - … and Electronics in …, 2021 - Elsevier
In agriculture, fruit picking robots on the ground have difficulty adapting to the terrain
conditions of mountain orchards and cannot pick longan fruit from tall longan trees. In this …