AIMC Topic: Remote Sensing Technology

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Retrieval of nicotine content in cigar leaves by remote analysis of aerial hyperspectral combining machine learning methods.

Scientific reports Jan 31, 2025
Cigar leaf is a special type of tobacco plant, which is the raw material for producing high-quality cigars. The content and proportion of nicotine and other composite substances of cigar leaves have a crucial impact on their quality and vary greatly ...
Plant Leaves Remote Sensing Technology Tobacco Products Algorithms Nicotine Machine Learning Hyperspectral Imaging Nicotiana
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U3UNet: An accurate and reliable segmentation model for forest fire monitoring based on UAV vision.

Neural networks : the official journal of the International Neural Network Society Jan 30, 2025
Forest fires pose a serious threat to the global ecological environment, and the critical steps in reducing the impact of fires are fire warning and real-time monitoring. Traditional monitoring methods, like ground observation and satellite sensing, ...
Fires Forests Unmanned Aerial Devices Wildfires Environmental Monitoring Neural Networks, Computer Remote Sensing Technology Algorithms
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SAASNets: Shared attention aggregation Siamese networks for building change detection in multispectral remote sensing.

PloS one Jan 30, 2025
Interfered by external factors, the receptive field limits the traditional CNN multispectral remote sensing building change detection method. It is difficult to obtain detailed building changes entirely, and redundant information is reused in the enc...
Remote Sensing Technology Humans Neural Networks, Computer Algorithms
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Assessing foraging landscape quality in Quebec's commercial beekeeping through remote sensing, machine learning, and survival analysis.

Journal of environmental management Jan 21, 2025
Honey bees (Apis mellifera) play an important role in our agricultural systems. In recent years, beekeepers have reported high colony mortality rates in several parts of the world. Inadequate foraging landscapes are often cited as a major factor dete...
Pollination Quebec Beekeeping Remote Sensing Technology Bees Machine Learning Animals
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Spatiotemporal variation in biomass abundance of different algal species in Lake Hulun using machine learning and Sentinel-3 images.

Scientific reports Jan 21, 2025
Climate change and human activities affect the biomass of different algal and the succession of dominant species. In the past, phytoplankton phyla inversion has been focused on oceanic and continental shelf waters, while phytoplankton phyla inversion...
Climate Change Chlorophyta Satellite Imagery Remote Sensing Technology Phytoplankton Spatio-Temporal Analysis Environmental Monitoring Machine Learning Biomass Lakes Cyanobacteria
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Integrating Remote Sensing and Soil Features for Enhanced Machine Learning-Based Corn Yield Prediction in the Southern US.

Sensors (Basel, Switzerland) Jan 18, 2025
Efficient and reliable corn ( L.) yield prediction is important for varietal selection by plant breeders and management decision-making by growers. Unlike prior studies that focus mainly on county-level or controlled laboratory-scale areas, this stud...
Agriculture United States Zea mays Remote Sensing Technology Algorithms Soil Machine Learning
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Field-scale detection of Bacterial Leaf Blight in rice based on UAV multispectral imaging and deep learning frameworks.

PloS one Jan 17, 2025
Bacterial Leaf Blight (BLB) usually attacks rice in the flowering stage and can cause yield losses of up to 50% in severely infected fields. The resulting yield losses severely impact farmers, necessitating compensation from the regulatory authoritie...
Remote Sensing Technology Oryza Plant Diseases Deep Learning Plant Leaves Xanthomonas Unmanned Aerial Devices
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Remote Tongue-Based Control of a Wheelchair Mounted Assistive Robotic Manipulator and the Effect of Adaptive Semi-Automation.

IEEE transactions on bio-medical engineering Jan 15, 2025
Increasing the independence of individuals with tetraplegia is a challenging task. One potential solution is to allow for use of an assistive robotic manipulator (ARM), when solving tasks in personal and remote space. There is a lack in available con...
Male Robotics Remote Sensing Technology Humans Young Adult Female Adult Equipment Design Tongue Self-Help Devices Quadriplegia Wheelchairs
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Combining a Standardized Growth Class Assessment, UAV Sensor Data, GIS Processing, and Machine Learning Classification to Derive a Correlation with the Vigour and Canopy Volume of Grapevines.

Sensors (Basel, Switzerland) Jan 13, 2025
Assessing vines' vigour is essential for vineyard management and automatization of viticulture machines, including shaking adjustments of berry harvesters during grape harvest or leaf pruning applications. To address these problems, based on a standa...
Machine Learning Unmanned Aerial Devices Plant Leaves Remote Sensing Technology Vitis Geographic Information Systems Support Vector Machine
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XIS-temperature: A daily spatiotemporal machine-learning model for air temperature in the contiguous United States.

Environmental research Jan 12, 2025
The challenge of reconstructing air temperature for environmental applications is to accurately estimate past exposures even where monitoring is sparse. We present XGBoost-IDW Synthesis for air temperature (XIS-Temperature), a high-resolution machine...
United States Environmental Monitoring Machine Learning Remote Sensing Technology Temperature
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