Technological revolutions in smart farming: Current trends, challenges & future directions
With increasing population, the demand for agricultural productivity is rising to meet the goal
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …
Trends in vision-based machine learning techniques for plant disease identification: A systematic review
Globally, all the major crops are significantly affected by diseases every year, as manual
inspection across diverse fields is time-consuming, tedious, and requires expert knowledge …
inspection across diverse fields is time-consuming, tedious, and requires expert knowledge …
A review of UAV platforms, sensors, and applications for monitoring of sugarcane crops
Recent advancements in the application of unmanned aerial vehicles (UAVs) based remote
sensing (RS) in precision agricultural practices have been critical in enhancing crop health …
sensing (RS) in precision agricultural practices have been critical in enhancing crop health …
[HTML][HTML] Sustainable agriculture by the Internet of Things–A practitioner's approach to monitor sustainability progress
S Wolfert, G Isakhanyan - Computers and Electronics in Agriculture, 2022 - Elsevier
Sustainability is a major challenge in agri-food systems. Digital technologies, such as
Internet of Things (IoT) hold substantial promises for attaining the sustainability goals of the …
Internet of Things (IoT) hold substantial promises for attaining the sustainability goals of the …
[HTML][HTML] Detection of powdery mildew on strawberry leaves based on DAC-YOLOv4 model
Y Li, J Wang, H Wu, Y Yu, H Sun, H Zhang - Computers and Electronics in …, 2022 - Elsevier
Strawberry powdery mildew (PM) is the main disease affecting the yield and quality of
strawberries in recent years, which always appears on the back side of leaves in the early …
strawberries in recent years, which always appears on the back side of leaves in the early …
A systematic literature review on plant disease detection: Motivations, classification techniques, datasets, challenges, and future trends
Plant pests and diseases are a significant threat to almost all major types of plants and
global food security. Traditional inspection across different plant fields is time-consuming …
global food security. Traditional inspection across different plant fields is time-consuming …
Towards automatic field plant disease recognition
Plant disease is a significant threat to food security and subsistence farmers. Despite the
rapid development of automatic recognition of plant disease under controlled laboratory …
rapid development of automatic recognition of plant disease under controlled laboratory …
[HTML][HTML] Evaluating plant disease detection mobile applications: Quality and limitations
Agronomy | Free Full-Text | Evaluating Plant Disease Detection Mobile Applications: Quality
and Limitations Next Article in Journal Soil Quality Index as Affected by Integrated Nutrient …
and Limitations Next Article in Journal Soil Quality Index as Affected by Integrated Nutrient …
A review of leaf diseases detection and classification by deep learning
AS Doutoum, B Tugrul - IEEE Access, 2023 - ieeexplore.ieee.org
Leaf's primary function is to produce nutrients through photosynthesis and support the
plant's growth. Leaf diseases caused by bacteria or other pathogens can negatively impact …
plant's growth. Leaf diseases caused by bacteria or other pathogens can negatively impact …
Citrus greening disease recognition algorithm based on classification network using TRL-GAN
D Xiao, R Zeng, Y Liu, Y Huang, J Liu, J Feng… - … and Electronics in …, 2022 - Elsevier
The monitoring and prevention and control of citrus yellow dragon disease is a significant
measure to ensure citrus production. If yellow dragon disease appears in citrus orchards, it …
measure to ensure citrus production. If yellow dragon disease appears in citrus orchards, it …