[HTML][HTML] Implementation of drone technology for farm monitoring & pesticide spraying: A review

A Hafeez, MA Husain, SP Singh, A Chauhan… - … processing in Agriculture, 2023 - Elsevier
The world receives more than 200 thousand people in a day and it is expected that the total
world population will reach 9.6 billion by the year 2050. This will result in extra food demand …

A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
Agriculture plays an important role in sustaining all human activities. Major challenges such
as overpopulation, competition for resources poses a threat to the food security of the planet …

Integrating blockchain and the internet of things in precision agriculture: Analysis, opportunities, and challenges

M Torky, AE Hassanein - Computers and Electronics in Agriculture, 2020 - Elsevier
Blockchain quickly became an important technology in many applications of precision
agriculture discipline. The need to develop smart P2P systems capable of verifying …

A review on weed detection using ground-based machine vision and image processing techniques

A Wang, W Zhang, X Wei - Computers and electronics in agriculture, 2019 - Elsevier
Weeds are among the major factors that could harm crop yield. With the advances in
electronic and information technologies, machine vision combined with image processing …

[HTML][HTML] Digital transformation in smart farm and forest operations needs human-centered AI: challenges and future directions

A Holzinger, A Saranti, A Angerschmid, CO Retzlaff… - Sensors, 2022 - mdpi.com
The main impetus for the global efforts toward the current digital transformation in almost all
areas of our daily lives is due to the great successes of artificial intelligence (AI), and in …

Faster R–CNN–based apple detection in dense-foliage fruiting-wall trees using RGB and depth features for robotic harvesting

L Fu, Y Majeed, X Zhang, M Karkee, Q Zhang - Biosystems Engineering, 2020 - Elsevier
Apples in modern orchards with vertical-fruiting-wall trees are comparatively easier to
harvest and specifically suitable for robotic picking, where accurate apple detection and …

[HTML][HTML] A review of advanced technologies and development for hyperspectral-based plant disease detection in the past three decades

N Zhang, G Yang, Y Pan, X Yang, L Chen, C Zhao - Remote Sensing, 2020 - mdpi.com
The detection, quantification, diagnosis, and identification of plant diseases is particularly
crucial for precision agriculture. Recently, traditional visual assessment technology has not …

[HTML][HTML] Applications of UAV thermal imagery in precision agriculture: State of the art and future research outlook

G Messina, G Modica - Remote Sensing, 2020 - mdpi.com
Low-altitude remote sensing (RS) using unmanned aerial vehicles (UAVs) is a powerful tool
in precision agriculture (PA). In that context, thermal RS has many potential uses. The …

[HTML][HTML] Advances in microclimate ecology arising from remote sensing

F Zellweger, P De Frenne, J Lenoir, D Rocchini… - Trends in Ecology & …, 2019 - cell.com
Microclimates at the land–air interface affect the physiological functioning of organisms
which, in turn, influences the structure, composition, and functioning of ecosystems. We …

{FarmBeats}: an {IoT} platform for {Data-Driven} agriculture

D Vasisht, Z Kapetanovic, J Won, X Jin… - … USENIX Symposium on …, 2017 - usenix.org
Data-driven techniques help boost agricultural productivity by increasing yields, reducing
losses and cutting down input costs. However, these techniques have seen sparse adoption …