ArticleHardwareX2021
SitkaNet: A low-cost, distributed sensor network for landslide monitoring and study.
Article in HardwareX, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed.
- Education and technology synergy in environmental sensing.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2025Article
- Rapid landslide detection from free optical satellite imagery using a robust change detection technique.Scientific reports · 2025Article
- Loom: A Modular Open-Source Approach to Rapidly Produce Sensor, Actuator, Datalogger Systems.Sensors (Basel, Switzerland) · 2024Article
- Open source framework for a Broadly Expandable and Reconfigurable data acquisition and automation device (BREAD).HardwareX · 2023Article
- Article
- Automated Low-Cost Soil Moisture Sensors: Trade-Off between Cost and Accuracy.Sensors (Basel, Switzerland) · 2023Article
- Hypnos board: A low-cost all-in-one solution for environment sensor power management, data storage, and task scheduling.HardwareX · 2021Article
- High precision zero-friction magnetic dendrometer.HardwareX · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Landslides threaten the infrastructure and safety of communities. Soil conditions can predict landslide threat, but the cost and complexity of sensing systems for documenting hazardous conditions across a heterogeneous spatial area prevent widespread utilization. The SitkaNet system is a low-cost, easier to install alternative that allows for numerous sites to be monitored with real-time reporting and expands the accessibility of data-driven landslide forecasting. Using a combination of industry-proven sensors and cheaper alternatives, each SitkaNet node can measure the rainfall, six soil moisture sensors at varying depths, water table, atmospheric pressure, humidity, and temperature at each site for less than one-fifth the cost of existing solutions (<$1000/node). The SitkaNet nodes transmit data wirelessly at five-minute intervals over LoRa network to an Ethernet connected hub instead of more traditional on-site cellular or satellite methods. The node electronics are packaged with 3D printed components in a small waterproof case mounted on a hand-driven well-point utilized for the water level measurement. Each node is intended for operation for more than six months on a lithium-ion battery pack: no solar panel is needed, so amenable to low-light sites. The installation process is streamlined which allows for a node to be installed in less than a day compared to multi-day procedures required by other systems.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.