ReviewSensors (Basel, Switzerland)2022
Recent Advances in Internet of Things Solutions for Early Warning Systems: A Review.
Review in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Real-Time Seismic Intensity Measurements Prediction for Earthquake Early Warning: A Systematic Literature Review.Sensors (Basel, Switzerland) · 2023Pooled it
- RTEDAP framework for real-time event-driven data aggregation and processing in tsunami early warning systems.Scientific reports · 2026Article
- Precision Farming with Smart Sensors: Current State, Challenges and Future Outlook.Sensors (Basel, Switzerland) · 2026Review
- Near-Real-Time Integration of Multi-Source Seismic Data.Sensors (Basel, Switzerland) · 2026Article
- Association between IoT-driven dynamic pulmonary function monitoring and quality of life in community-dwelling patients with chronic obstructive pulmonary disease: a 2-year longitudinal study.Frontiers in medicine · 2026Article
- SharpCEEWPServer: A Lightweight Server for the Communication Protocol of China Earthquake Early Warning Systems.Sensors (Basel, Switzerland) · 2026Article
- AI-Driven Energy-Efficient Routing in IoT-Based Wireless Sensor Networks: A Comprehensive Review.Sensors (Basel, Switzerland) · 2025Review
- The role of artificial intelligence for early warning systems: Status, applicability, guardrails, and ways forward.iScience · 2025Article
- Thiophosphoryl-PMMH Dendrimers for Potential Detection and Remediation of CBRN Contamination: Selected Studies and General Guidelines and Procedures.Materials (Basel, Switzerland) · 2025Article
- Can immersive technologies rebuild heritage and sense of place? Examining virtual Reality's role in fostering community resilience in post-disaster Italy.International journal of heritage studies · 2025Article
- Rapid and Resilient LoRa Leap: A Novel Multi-Hop Architecture for Decentralised Earthquake Early Warning Systems.Sensors (Basel, Switzerland) · 2024Article
- Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review.Sensors (Basel, Switzerland) · 2024Review
- A Cloud-IoT Architecture for Latency-Aware Localization in Earthquake Early Warning.Sensors (Basel, Switzerland) · 2023Article
- Sensors on the Internet of Things Systems for Urban Disaster Management: A Systematic Literature Review.Sensors (Basel, Switzerland) · 2023Review
- A Hybrid Scheme for Disaster-Monitoring Applications in Wireless Sensor Networks.Sensors (Basel, Switzerland) · 2023Article
- A High-Sensitivity MEMS Accelerometer Using a ScMicromachines · 2023Article
- Design and Implementation of a Framework for Smart Home Automation Based on Cellular IoT, MQTT, and Serverless Functions.Sensors (Basel, Switzerland) · 2023Article
- Frequency Seismic Response for EEWS Testing on Uniaxial Shaking Table.Entropy (Basel, Switzerland) · 2023Article
- Development of an Artificial Neural Network Algorithm Embedded in an On-Site Sensor for Water Level Forecasting.Sensors (Basel, Switzerland) · 2022Article
- A Review on Rainfall Measurement Based on Commercial Microwave Links in Wireless Cellular Networks.Sensors (Basel, Switzerland) · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Natural disasters cause enormous damage and losses every year, both economic and in terms of human lives. It is essential to develop systems to predict disasters and to generate and disseminate timely warnings. Recently, technologies such as the Internet of Things solutions have been integrated into alert systems to provide an effective method to gather environmental data and produce alerts. This work reviews the literature regarding Internet of Things solutions in the field of Early Warning for different natural disasters: floods, earthquakes, tsunamis, and landslides. The aim of the paper is to describe the adopted IoT architectures, define the constraints and the requirements of an Early Warning system, and systematically determine which are the most used solutions in the four use cases examined. This review also highlights the main gaps in literature and provides suggestions to satisfy the requirements for each use case based on the articles and solutions reviewed, particularly stressing the advantages of integrating a Fog/Edge layer in the developed IoT architectures.
Indexed as
Identifiers
What OpenQuestion holds
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.