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[HTML][HTML] Establishing a sustainable low-cost air quality monitoring setup: A survey of the state-of-the-art
Low-cost sensors (LCS) are becoming popular for air quality monitoring (AQM). They
promise high spatial and temporal resolutions at low-cost. In addition, citizen science …
promise high spatial and temporal resolutions at low-cost. In addition, citizen science …
A deep calibration method for low-cost air monitoring sensors with multilevel sequence modeling
Air pollution is growing ever more serious as a result of rising consumption of energy and
other natural resources. Generally, governmental static monitoring stations provide accurate …
other natural resources. Generally, governmental static monitoring stations provide accurate …
Drive-by air pollution sensing systems: Challenges and future directions
H Zarrar, V Dyo - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Air pollution has become a significant health, environmental, and economic problem
worldwide. The conventional approach of deploying fixed high-end air quality monitoring …
worldwide. The conventional approach of deploying fixed high-end air quality monitoring …
[HTML][HTML] Improving Air Pollutant Metal Oxide Sensor Quantification Practices through: An Exploration of Sensor Signal Normalization, Multi-Sensor and Universal …
As low-cost sensors have become ubiquitous in air quality measurements, there is a need
for more efficient calibration and quantification practices. Here, we deploy stationary low …
for more efficient calibration and quantification practices. Here, we deploy stationary low …
Eeatc: A novel calibration approach for low-cost sensors
Low-cost sensors (LCSs) are affordable, compact, and often portable devices designed to
measure various environmental parameters, including air quality. These sensors are …
measure various environmental parameters, including air quality. These sensors are …
Fluorescence-estimated oil concentration (Foil) in the Deepwater Horizon subsea oil plume
Tracking the subsea oil plume during the 2010 Deepwater Horizon Oil Spill (DWH) was
conducted using in situ fluorescence via vertical profilers (n= 1157) and discrete sample …
conducted using in situ fluorescence via vertical profilers (n= 1157) and discrete sample …
Sens-BERT: A BERT-Based Approach for Enabling Transferability and Re-Calibration of Calibration Models for Low-Cost Sensors Under Reference Measurements …
Low-cost sensors (LCS) are crucial for high-resolution air quality monitoring (AQM), but their
inherent noise poses challenges for wide-scale adoption. Typically, LCS are calibrated …
inherent noise poses challenges for wide-scale adoption. Typically, LCS are calibrated …
Mobile calibration for bus-based urban sensing
In bus-based sensing, public transport serves as a mobile urban sensing platform. While
offering much higher geographical coverage, the low-cost sensors mounted on vehicles can …
offering much higher geographical coverage, the low-cost sensors mounted on vehicles can …
Sens-BERT: Enabling Transferability and Re-calibration of Calibration Models for Low-cost Sensors under Reference Measurements Scarcity
Low-cost sensors measurements are noisy, which limits large-scale adaptability in airquality
monitoirng. Calibration is generally used to get good estimates of air quality measurements …
monitoirng. Calibration is generally used to get good estimates of air quality measurements …
Consensus-based online co-calibration for networks of homogeneous sensors in IIoT environments under consideration of semantic knowledge
M Gruber - 2023 - refubium.fu-berlin.de
Large scale sensor networks form an important part of the Industrial Internet of Things. To
maintain the operation of such networks over time, quality of the sensor readings needs to …
maintain the operation of such networks over time, quality of the sensor readings needs to …