AIMC Topic: Remote Sensing Technology

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Continuous patrolling in uncertain environment with the UAV swarm.

PloS one Aug 24, 2018
The research about unmanned aerial vehicle (UAV) swarm has developed rapidly in recent years, especially the UAV swarm with sensors which is becoming common means of achieving situational awareness. Due to inadequate researches of the UAV swarm with ...
Uncertainty Remote Sensing Technology Aircraft Environment Algorithms Robotics
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Evaluation of machine learning techniques with multiple remote sensing datasets in estimating monthly concentrations of ground-level PM.

Environmental pollution (Barking, Essex : 1987) Aug 11, 2018
Fine particulate matter (PM) has been recognized as a key air pollutant that can influence population health risk, especially during extreme cases such as wildfires. Previous studies have applied geospatial techniques such as land use regression to m...
Algorithms Air Pollution Particulate Matter Aerosols Air Pollutants Machine Learning Temperature Particle Size Remote Sensing Technology Environmental Monitoring
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Early anomaly detection in smart home: A causal association rule-based approach.

Artificial intelligence in medicine Jun 29, 2018
As the world's population grows older, an increasing number of people are facing health issues. For the elderly, living alone can be difficult and dangerous. Consequently, smart homes are becoming increasingly popular. A sensor-rich environment can b...
Machine Learning Algorithms Remote Sensing Technology Humans Independent Living Data Mining Home Care Services Markov Chains Software Design
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UAVs, Hyperspectral Remote Sensing, and Machine Learning Revolutionizing Reef Monitoring.

Sensors (Basel, Switzerland) Jun 25, 2018
Recent advances in unmanned aerial system (UAS) sensed imagery, sensor quality/size, and geospatial image processing can enable UASs to rapidly and continually monitor coral reefs, to determine the type of coral and signs of coral bleaching. This pap...
Animals Anthozoa Image Processing, Computer-Assisted Remote Sensing Technology Coral Reefs Support Vector Machine
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Modeling Dengue vector population using remotely sensed data and machine learning.

Acta tropica May 16, 2018
Mosquitoes are vectors of many human diseases. In particular, Aedes ægypti (Linnaeus) is the main vector for Chikungunya, Dengue, and Zika viruses in Latin America and it represents a global threat. Public health policies that aim at combating this v...
Aedes Mosquito Vectors Dengue Remote Sensing Technology Models, Biological Oviposition Humans Female Animals Machine Learning
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A machine learning method to estimate PM concentrations across China with remote sensing, meteorological and land use information.

The Science of the total environment Apr 25, 2018
BACKGROUND: Machine learning algorithms have very high predictive ability. However, no study has used machine learning to estimate historical concentrations of PM (particulate matter with aerodynamic diameter ≤ 2.5 μm) at daily time scale in China at...
Air Pollution Particulate Matter Machine Learning Environmental Monitoring Air Pollutants China Remote Sensing Technology
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Human Activity Recognition from Body Sensor Data using Deep Learning.

Journal of medical systems Apr 16, 2018
In recent years, human activity recognition from body sensor data or wearable sensor data has become a considerable research attention from academia and health industry. This research can be useful for various e-health applications such as monitoring...
Movement Remote Sensing Technology Exercise Test Monitoring, Ambulatory Algorithms Reproducibility of Results Neural Networks, Computer Machine Learning Humans
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Integrated optimization of unmanned aerial vehicle task allocation and path planning under steady wind.

PloS one Mar 21, 2018
Wind has a significant effect on the control of fixed-wing unmanned aerial vehicles (UAVs), resulting in changes in their ground speed and direction, which has an important influence on the results of integrated optimization of UAV task allocation an...
Systems Integration Algorithms Aircraft Robotics Wind Calibration Remote Sensing Technology
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Physical evolution of the Three Gorges Reservoir using advanced SVM on Landsat images and SRTM DEM data.

Environmental science and pollution research international Mar 15, 2018
The Three Gorges Reservoir (TGR) is one of the largest hydropower reservoirs in the world. However, changes of the important physical characteristics of the reservoir covering pre-, during-, and post- dam have not been well studied. This study analyz...
Support Vector Machine Remote Sensing Technology Water Supply Radar Forests Lakes Farms China
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Eyes on our planet.

Current biology : CB Feb 6, 2018
Combining several satellite-based tracking technologies with big data methods and machine learning, fisheries experts can now efficiently monitor the entirety of the oceans and ensure that legal limits and protected areas are respected. Observing our...
Fisheries Meteorology Machine Learning Big Data Climate Remote Sensing Technology Conservation of Natural Resources Spacecraft Oceans and Seas
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