Wireless sensor networks intrusion detection based on SMOTE and the random forest algorithm
X Tan, S Su, Z Huang, X Guo, Z Zuo, X Sun, L Li - Sensors, 2019 - mdpi.com
With the wide application of wireless sensor networks in military and environmental
monitoring, security issues have become increasingly prominent. Data exchanged over …
monitoring, security issues have become increasingly prominent. Data exchanged over …
Designing a network of critical zone observatories to explore the living skin of the terrestrial Earth
The critical zone (CZ), the dynamic living skin of the Earth, extends from the top of the
vegetative canopy through the soil and down to fresh bedrock and the bottom of the …
vegetative canopy through the soil and down to fresh bedrock and the bottom of the …
Moving beyond the technology: a socio-technical roadmap for low-cost water sensor network applications
In this paper, we critically review the current state-of-the-art for sensor network applications
and approaches that have developed in response to the recent rise of low-cost technologies …
and approaches that have developed in response to the recent rise of low-cost technologies …
Mapping of snow water equivalent by a deep-learning model assimilating snow observations
To estimate snowpack water storage in mountain basins, this study presents a framework
that couples a deep-learning long short-term memory (LSTM) model and a zonal bias …
that couples a deep-learning long short-term memory (LSTM) model and a zonal bias …
Assessing multi-year-drought vulnerability in dense Mediterranean-climate forests using water-balance-based indicators
Water availability in mountain forests affects vegetation response to drought, which in turn
changes evapotranspiration (ET). We investigated water-balance indicators based on …
changes evapotranspiration (ET). We investigated water-balance indicators based on …
Sensor networks, data processing, and inference: the hydrology challenge
In the last years, many European countries have experienced the effects of climate change,
in the form of a scarcity of drinking water resources, prolonged periods of drought, and …
in the form of a scarcity of drinking water resources, prolonged periods of drought, and …
The compressed sensing of wireless sensor networks based on Internet of Things
P Wei, F He - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In the application of wireless sensor networks, poor computing power, limited storage space,
and short duration have severely restricted the development of wireless sensor networks …
and short duration have severely restricted the development of wireless sensor networks …
Spatial snow water equivalent estimation for mountainous areas using wireless-sensor networks and remote-sensing products
We developed an approach to estimate snow water equivalent (SWE) through interpolation
of spatially representative point measurements using a k-nearest neighbors (k-NN) …
of spatially representative point measurements using a k-nearest neighbors (k-NN) …
The effectiveness of a wireless sensor network system for landslide monitoring
In this paper, the application of a WSN (Wireless Sensor Network) for landslide monitoring
was studied. The WSN system consists of a sensor node for collecting and transmitting data …
was studied. The WSN system consists of a sensor node for collecting and transmitting data …
IT-SNOW: a snow reanalysis for Italy blending modeling, in-situ data, and satellite observations (2010–2021)
F Avanzi, S Gabellani, F Delogu… - Earth System …, 2022 - essd.copernicus.org
We present IT-SNOW, a serially complete and multi-year snow reanalysis for Italy (300k+ km
2) covering a transitional continental-to-Mediterranean region where snow plays an …
2) covering a transitional continental-to-Mediterranean region where snow plays an …