[HTML][HTML] The digitization of agricultural industry–a systematic literature review on agriculture 4.0
Agriculture is considered one of the most important sectors that play a strategic role in
ensuring food security. However, with the increasing world's population, agri-food demands …
ensuring food security. However, with the increasing world's population, agri-food demands …
Machine learning in agriculture: A comprehensive updated review
The digital transformation of agriculture has evolved various aspects of management into
artificial intelligent systems for the sake of making value from the ever-increasing data …
artificial intelligent systems for the sake of making value from the ever-increasing data …
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
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 …
as overpopulation, competition for resources poses a threat to the food security of the planet …
A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses
The increasing world population makes it necessary to fight challenges such as climate
change and to realize production efficiently and quickly. However, the minimum cost …
change and to realize production efficiently and quickly. However, the minimum cost …
A review on UAV-based applications for precision agriculture
Emerging technologies such as Internet of Things (IoT) can provide significant potential in
Smart Farming and Precision Agriculture applications, enabling the acquisition of real-time …
Smart Farming and Precision Agriculture applications, enabling the acquisition of real-time …
Unmanned aerial vehicles in agriculture: A review of perspective of platform, control, and applications
For agricultural applications, regularized smart-farming solutions are being considered,
including the use of unmanned aerial vehicles (UAVs). The UAVs combine information and …
including the use of unmanned aerial vehicles (UAVs). The UAVs combine information and …
A review of UAV monitoring in mining areas: Current status and future perspectives
With the emergence and development of unmanned aerial vehicles (UAVs), different
sensors have become more miniaturized and intelligent. UAVs equipped with various …
sensors have become more miniaturized and intelligent. UAVs equipped with various …
Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications
Z Zhou, Y Majeed, GD Naranjo… - … and Electronics in …, 2021 - Elsevier
With the increasing global water scarcity, efficient assessment methods for crop water stress
have become a prerequisite to perform precision irrigation scheduling. The 1accessibility of …
have become a prerequisite to perform precision irrigation scheduling. The 1accessibility of …
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 …
growth and analyze the influence of genotypes and environment on plant growth. To meet …
Remote sensing and machine learning for crop water stress determination in various crops: a critical review
The remote sensing (RS) technique is less cost-and labour-intensive than ground-based
surveys for diverse applications in agriculture. Machine learning (ML), a branch of artificial …
surveys for diverse applications in agriculture. Machine learning (ML), a branch of artificial …