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[HTML][HTML] A review of deep learning in multiscale agricultural sensing
Population growth, climate change, and the worldwide COVID-19 pandemic are imposing
increasing pressure on global agricultural production. The challenge of increasing crop yield …
increasing pressure on global agricultural production. The challenge of increasing crop yield …
[HTML][HTML] A comprehensive survey of machine learning methodologies with emphasis in water resources management
This paper offers a comprehensive overview of machine learning (ML) methodologies and
algorithms, highlighting their practical applications in the critical domain of water resource …
algorithms, highlighting their practical applications in the critical domain of water resource …
[HTML][HTML] Transformative technologies in digital agriculture: Leveraging Internet of Things, remote sensing, and artificial intelligence for smart crop management
F Fuentes-Peñailillo, K Gutter, R Vega… - Journal of Sensor and …, 2024 - mdpi.com
This paper explores the potential of smart crop management based on the incorporation of
tools like digital agriculture, which considers current technological tools applied in …
tools like digital agriculture, which considers current technological tools applied in …
Survey on aerial radio access networks: Toward a comprehensive 6G access infrastructure
Current access infrastructures are characterized by heterogeneity, low latency, high
throughput, and high computational capability, enabling massive concurrent connections …
throughput, and high computational capability, enabling massive concurrent connections …
A survey of next-generation computing technologies in space-air-ground integrated networks
Space-air-ground integrated networks (SAGINs) are key elements for facilitating high-speed
seamless connectivity to the devices/users in infrastructure-less environments, where the …
seamless connectivity to the devices/users in infrastructure-less environments, where the …
An extensive review on agricultural robots with a focus on their perception systems
A Thakur, S Venu, M Gurusamy - Computers and Electronics in Agriculture, 2023 - Elsevier
Agriculture represents an essential aspect of human existence, providing the sustenance
necessary for survival in the form of food and various other products. Additionally, it serves …
necessary for survival in the form of food and various other products. Additionally, it serves …
Deep learning for exploring landslides with remote sensing and geo-environmental data: Frameworks, progress, challenges, and opportunities
Q Zhang, T Wang - Remote Sensing, 2024 - mdpi.com
This article offers a comprehensive AI-centric review of deep learning in exploring landslides
with remote-sensing techniques, breaking new ground beyond traditional methodologies …
with remote-sensing techniques, breaking new ground beyond traditional methodologies …
WheatNet: A lightweight convolutional neural network for high-throughput image-based wheat head detection and counting
For a globally recognized plant breeding organization, manually recorded field observation
data is crucial for plant breeding decision making. However, certain phenotypic traits such …
data is crucial for plant breeding decision making. However, certain phenotypic traits such …
[HTML][HTML] Global navigation satellite systems as state-of-the-art solutions in precision agriculture: A review of studies indexed in the web of science
Global Navigation Satellite Systems (GNSS) in precision agriculture (PA) represent a
cornerstone for field map**, machinery guidance, and variable rate technology. However …
cornerstone for field map**, machinery guidance, and variable rate technology. However …
Enhancing assessment of corn growth performance using unmanned aerial vehicles (UAVs) and deep learning
The advancement of unmanned aerial vehicles (UAVs) offers precise and accurate spectral
and spatial information about crops and plays a pivotal role in precision agriculture. This …
and spatial information about crops and plays a pivotal role in precision agriculture. This …