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  • Review
  • Open Access
34 Citations
7,407 Views
28 Pages

Meteorological disaster monitoring is an important research direction in remote sensing technology in the field of meteorology, which can serve many meteorological disaster management tasks. The key issues in the remote sensing monitoring of meteorol...

  • Article
  • Open Access
10 Citations
2,885 Views
18 Pages

24 September 2020

Resources related to remote-sensing data, computing, and models are scattered globally. The use of remote-sensing images for disaster-monitoring applications is data-intensive and involves complex algorithms. These characteristics make the timely and...

  • Article
  • Open Access
17 Citations
3,329 Views
29 Pages

A Hybrid Scheme for Disaster-Monitoring Applications in Wireless Sensor Networks

  • Danqi Chen,
  • Yanxia Zhang,
  • Guoli Pang,
  • Fangping Gao and
  • Li Duan

25 May 2023

Disaster monitoring is a primary task for wireless sensor networks. Systems for the rapid reporting of earthquake information are a crucial aspect of disaster monitoring. Furthermore, during emergency rescue after a large earthquake, wireless sensor...

  • Article
  • Open Access
13 Citations
5,094 Views
18 Pages

Research on a 3D Geological Disaster Monitoring Platform Based on REST Service

  • Xiaopeng Leng,
  • Dunlong Liu,
  • Junsong Luo and
  • Zhanyong Mei

Representational state transfer (REST) is a resource-based service architectural style. It abstracts data and services as resources and accesses them through a unique Uniform Resource Identifier (URI). Compared with traditional Simple Object Access P...

  • Article
  • Open Access
3 Citations
4,984 Views
24 Pages

New Landslide Disaster Monitoring System: Case Study of Pingding Village

  • Yao Min Fang,
  • Tien Yin Chou,
  • Thanh Van Hoang,
  • Quang Thanh Bui,
  • Duy Ba Nguyen and
  • Quoc Huy Nguyen

25 September 2020

The Linbeiken area is located in the village of Pingding, Taiwan. Since the Mindulle and Aere Typhoons in 2004, and as a result of the landslide triggered by the continuous heavy rainfall on 9 June 2006, there has been a persistent collapse of side s...

  • Article
  • Open Access
40 Citations
10,204 Views
15 Pages

Post-Disaster Recovery Monitoring with Google Earth Engine

  • Saman Ghaffarian,
  • Ali Rezaie Farhadabad and
  • Norman Kerle

1 July 2020

Post-disaster recovery is a complex process in terms of measuring its progress after a disaster and understanding its components and influencing factors. During this process, disaster planners and governments need reliable information to make decisio...

  • Article
  • Open Access
4,852 Views
20 Pages

5 August 2025

Floods are among the most devastating hydrometeorological natural disasters worldwide, causing massive infrastructure and economic loss in low-lying, flood-prone developing countries like Bangladesh. Effective disaster mitigation relies on organized...

  • Technical Note
  • Open Access
40 Citations
6,144 Views
16 Pages

Flood Disaster Monitoring and Emergency Assessment Based on Multi-Source Remote Sensing Observations

  • Tianjie Lei,
  • Jiabao Wang,
  • Xiangyu Li,
  • Weiwei Wang,
  • Changliang Shao and
  • Baoyin Liu

13 July 2022

Flood disasters are one of the most serious meteorological disasters in China. With the rapid development of information technology, individual monitoring tools could not meet the need for flood disaster monitoring. Therefore, a new integrated air-sp...

  • Article
  • Open Access
11 Citations
3,828 Views
18 Pages

Spatio-Temporal Knowledge Graph-Based Research on Agro-Meteorological Disaster Monitoring

  • Wenyue Zhang,
  • Ling Peng,
  • Xingtong Ge,
  • Lina Yang,
  • Luanjie Chen and
  • Weichao Li

7 September 2023

Currently, there is a wealth of data and expert knowledge available on monitoring agro-meteorological disasters. However, there is still a lack of technical means to organically integrate and analyze heterogeneous data sources in a collaborative mann...

  • Article
  • Open Access
12 Citations
7,024 Views
22 Pages

Rapid advancements in Earth-observing sensor systems have led to the generation of large amounts of remote sensing data that can be used for the dynamic monitoring and analysis of hydrological disasters. The management and analysis of these data coul...

  • Article
  • Open Access
3 Citations
3,187 Views
22 Pages

Intelligent Monitoring Applications of Landslide Disaster Knowledge Graphs Based on ChatGLM2

  • Zhengrong Wu,
  • Haibo Yang,
  • Yingchun Cai,
  • Bo Yu,
  • Chuangheng Liang,
  • Zheng Duan and
  • Qiuhua Liang

31 October 2024

Over the years, the field of landslide disaster research has amassed a wealth of data and specialized knowledge. However, these resources originate from a wide array of sources and often feature complex data structures, highlighting a persistent lack...

  • Article
  • Open Access
4 Citations
2,246 Views
24 Pages

18 September 2024

The thick ore bodies in the Xianglushan tungsten mine have been irregularly mined, forming a super large, connected irregular goaf group and tall, isolated irregular pillars inside. At the same time, there is a production capacity task of recovering...

  • Article
  • Open Access
4 Citations
2,991 Views
19 Pages

Comparative Study on International Research Hotspots and National-Level Policy Keywords of Dynamic Disaster Monitoring and Early Warning in China (2000–2021)

  • Jie Gao,
  • Wu Zhang,
  • Chunbaixue Yang,
  • Rui Wang,
  • Shuai Shao,
  • Jiawei Li,
  • Limiao Zhang,
  • Zhijian Li,
  • Shu Liu and
  • Wentao Si

For more than 20 years, disaster dynamic monitoring and early warning have achieved orderly and sustainable development in China, forming a systematic academic research system and top-down policy design, which are inseparable from the research of Chi...

  • Article
  • Open Access
2 Citations
2,382 Views
20 Pages

Task Scheduling Algorithm for Power Minimization in Low-Cost Disaster Monitoring System: A Heuristic Approach

  • Chanankorn Jandaeng ,
  • Jongsuk Kongsen ,
  • Peeravit Koad,
  • May Thu and
  • Sirirat Somchuea

This study investigates the optimization of a low-cost IoT-based weather station designed for disaster monitoring, focusing on minimizing power consumption. The system architecture includes application, middleware, communication, and sensor layers, w...

  • Article
  • Open Access
9 Citations
3,273 Views
24 Pages

22 June 2023

The high exposure of coastal areas worldwide to natural and anthropogenic disasters emphasizes the relevance of disaster management processes that ensure a prompt damage detection and identification of affected areas. This paper aimed to develop a no...

  • Article
  • Open Access
10 Citations
6,455 Views
19 Pages

1 March 2018

An accurate and comprehensive representation of an observation task is a prerequisite in disaster monitoring to achieve reliable sensor observation planning. However, the extant disaster event or task information models do not fully satisfy the obser...

  • Article
  • Open Access
2 Citations
2,173 Views
23 Pages

7 December 2022

A spatial time series geostatistical deconvolution/fusion model (STGDFM), as one of spatiotemporal data fusion model, combines Dense time series data with a Coarse-scale (i.e., DC data) and Sparse time series data with a Fine-scale (i.e., SF data) to...

  • Article
  • Open Access
10 Citations
4,284 Views
27 Pages

Rapid Extraction of Regional-scale Agricultural Disasters by the Standardized Monitoring Model Based on Google Earth Engine

  • Zhengrong Liu,
  • Huanjun Liu,
  • Chong Luo,
  • Haoxuan Yang,
  • Xiangtian Meng,
  • Yongchol Ju and
  • Dong Guo

12 August 2020

Remote sensing has been used as an important tool for disaster monitoring and disaster scope extraction, especially for the analysis of spatial and temporal disaster patterns of large-scale and long-duration series. Google Earth Engine provides the p...

  • Article
  • Open Access
6 Citations
4,224 Views
20 Pages

8 February 2020

The successful implementation of the European Commission’s Common Agricultural Policy (CAP) and the insurance coverage in case of a natural disaster requires precise and regular mapping of crop types and detailed delineation of the disasters&rs...

  • Article
  • Open Access
2 Citations
1,201 Views
28 Pages

A Dynamic Monitoring Framework for Spring Low-Temperature Disasters Affecting Winter Wheat: Exploring Environmental Coercion and Mitigation Mechanisms

  • Meixuan Li,
  • Zhiguo Huo,
  • Qianchuan Mi,
  • Lei Zhang,
  • Jianying Yang,
  • Fengyin Zhang,
  • Rui Kong,
  • Yi Wang and
  • Yuxin Huo

28 January 2025

The implementation of real-time dynamic monitoring of disaster formation and severity is essential for the timely adoption of disaster prevention and mitigation measures, which in turn minimizes disaster-related losses and safeguards agricultural pro...

  • Article
  • Open Access
5,169 Views
16 Pages

13 December 2024

Monitoring natural phenomena using a variety of methods to predict disasters is a trend that is growing over time. However, there is a great disunity among methods and means of data analysis, formats and interfaces of storing and providing data, and...

  • Article
  • Open Access
7 Citations
7,113 Views
21 Pages

Evaluating the Performance of LoRa Networks: A Study on Disaster Monitoring Scenarios

  • Isadora Rezende Lopes,
  • Paulo Rodolfo da Silva Leite Coelho,
  • Rafael Pasquini and
  • Rodrigo Sanches Miani

12 February 2025

The development of technologies using the Internet of Things (IoT) concept evolves daily. These numerous technologies, such as LoRa (Long Range) transceivers, find applications in various domains, including monitoring natural disasters and those caus...

  • Article
  • Open Access
97 Citations
15,275 Views
22 Pages

28 June 2018

Rapid, reliable, and continuous information is an essential component in disaster monitoring and management. Remote sensing data could be a solution, but often cannot provide continuous data due to an absence of global coverage and weather and daylig...

  • Proceeding Paper
  • Open Access
2,155 Views
12 Pages

Intelligent Agent-Based Control of Distributed Sensor Networks for Environmental Monitoring and Disaster Prediction

  • Kalliopi Kravari,
  • Maria Roussi,
  • Kalliopi Ladomenou,
  • Anna Thysiadou and
  • Michail Chalaris

26 August 2025

Environmental monitoring and early disaster prediction require sensor networks that can dynamically reconfigure their operation based on environmental conditions and potential threats. Moving beyond traditional management requires autonomous and adap...

  • Article
  • Open Access
24 Citations
6,028 Views
11 Pages

6 April 2021

Rapid urbanization and increasing population in cities with a large portion of them settled in deprived neighborhoods, mostly defined as slum areas, have escalated inequality and vulnerability to natural disasters. As a result, monitoring such areas...

  • Article
  • Open Access
4 Citations
10,797 Views
14 Pages

Some applications, including disaster monitoring and recovery networks, use low-power wide-area networks (LPWAN). LPWAN sensors capture data bits and transmit them to public carrier networks (e.g., cellular networks) via dedicated gateways. One of th...

  • Article
  • Open Access
56 Citations
14,581 Views
17 Pages

Monitoring and Assessing Post-Disaster Tourism Recovery Using Geotagged Social Media Data

  • Yingwei Yan,
  • Melanie Eckle,
  • Chiao-Ling Kuo,
  • Benjamin Herfort,
  • Hongchao Fan and
  • Alexander Zipf

Tourism is one of the most economically important industries. It is, however, vulnerable to disaster events. Geotagged social media data, as one of the forms of volunteered geographic information (VGI), has been widely explored to support the prevent...

  • Article
  • Open Access
44 Citations
8,207 Views
12 Pages

As part of the contribution to flood disaster risk reduction, it is important to identify and characterize flood areas, locations, and durations. Multiple satellite-based flood mapping and monitoring are an imperative process and the fundamental part...

  • Article
  • Open Access
20 Citations
3,728 Views
20 Pages

Comprehensive Remote Sensing Technology for Monitoring Landslide Hazards and Disaster Chain in the Xishan Mining Area of Beijing

  • Runcheng Jiao,
  • Shengyu Wang,
  • Honglei Yang,
  • Xuefei Guo,
  • Jianfeng Han,
  • Xin Pei and
  • Chi Yan

20 September 2022

The Xishan coal mine area in Beijing, China has a long history of mining. Many landslide hazards, in addition to collapses and ground fractures, have occurred in this area. This study used multi-temporal satellite images to extract this region’...

  • Article
  • Open Access
1 Citations
2,051 Views
20 Pages

14 July 2024

This study investigates waterlogging disasters in winter wheat using the Agricultural Production Systems Simulator (APSIM) model. This research explores the effects of soil hypoxia on wheat root systems and the tolerance of wheat at different growth...

  • Article
  • Open Access
1 Citations
2,048 Views
15 Pages

21 March 2024

Based on an improved genetic algorithm and debris flow disaster monitoring network, this study examines the monitoring and early warning method of debris flow expansion behavior, divides the risk of debris flow disaster, and provides a scientific bas...

  • Article
  • Open Access
13 Citations
4,475 Views
17 Pages

5 November 2023

An extensive number of farmlands in the Poyang Lake region of China have been submerged due to the impact of flood disasters, resulting in significant agricultural economic losses. Therefore, it is of great importance to conduct the long-term tempora...

  • Article
  • Open Access
1 Citations
2,648 Views
20 Pages

14 September 2025

Landslide InSAR monitoring is crucial for understanding the evolutionary mechanisms of geological disasters and enhancing risk prevention and control capabilities. However, for complex terrains and large-scale landslides, satellite-based SAR monitori...

  • Article
  • Open Access
15 Citations
7,234 Views
23 Pages

Multi-Risk Assessment and Management—A Comparative Study of the Current State of Affairs in Chile and Ecuador

  • Stefan Greiving,
  • Leonie Schödl,
  • Karl-Heinz Gaudry,
  • Iris Katherine Quintana Miralles,
  • Benjamín Prado Larraín,
  • Mark Fleischhauer,
  • Myriam Margoth Jácome Guerra and
  • Jonathan Tobar

28 January 2021

In Chile and Ecuador, multiple hazards and dynamic processes in vulnerability pose a high risk. Spatial planning and emergency management can contribute to disaster risk management but they follow different goals. However, global goals, such as from...

  • Article
  • Open Access
989 Views
19 Pages

14 June 2025

Global warming and intensified human activities increase flood disasters, causing annual casualties and economic losses. Mountain shadows are a major source of interference in floodwater extraction from SAR imagery, severely impacting the accuracy of...

  • Article
  • Open Access
4 Citations
2,301 Views
17 Pages

Experimental Test and Field Observations of an Electric Potential Monitoring Device for Dynamic Hazards during Mining Activities

  • Yue Niu,
  • Enyuan Wang,
  • Zhonghui Li,
  • Tiancheng Shan,
  • Mingfu Wang,
  • Jiali Wang,
  • Honghao Wang,
  • Hongchang Liu,
  • Junhai Ding and
  • Wei Shi
  • + 2 authors

3 July 2022

The EP (electric potential) signals can be generated during the deformation and fracture process of coal and rock mass. Meanwhile, the EP response is closely related to its stress state and damage evolution, which is expected to be used in monitoring...

  • Article
  • Open Access
314 Views
20 Pages

29 December 2025

With the increasing depth of coal mining, thick-hard overlying strata (THOS) often induce dynamic disasters such as rockbursts, posing significant threats to mine safety. This study focuses on the application of directional hydraulic fracturing roof...

  • Article
  • Open Access
6 Citations
3,595 Views
16 Pages

19 January 2020

Sensor placement for disaster prevention for important users in urban water distribution networks is essential for post-earthquake monitoring and repair. Herein, we proposed a sensor placement approach for disaster prevention monitoring for important...

  • Article
  • Open Access
1 Citations
2,920 Views
13 Pages

22 November 2022

With the escalation of global warming, the shrinkage of mountain glaciers has accelerated globally, the water volume from glaciers has changed, and relative disasters have increased in intensity and frequency (for example, ice avalanches, surging gla...

  • Article
  • Open Access
11 Citations
9,249 Views
14 Pages

This study was conducted to contribute to active disaster response by developing internet of things (IoT)-based vital sign monitoring e-triage tag system to improve the survival rate at disaster mass casualty incidents fields. The model used in this...

  • Proceeding Paper
  • Open Access
1 Citations
1,245 Views
9 Pages

Utilizing CYGNSS Data for Flood Monitoring and Analysis of Influencing Factors

  • Yan Jia,
  • Quan Liu,
  • Dawei Zhu,
  • Heng Yu,
  • Yuting Jiang and
  • Junjie Wang

Flood disasters are among the most severe natural calamities worldwide and typically occur in densely populated areas with abundant lakes and high rainfall. These disasters cause significant damage to the environment and human settlements. Therefore,...

  • Proceeding Paper
  • Open Access
1 Citations
5,854 Views
8 Pages

The Development of Early Flood Monitoring and a WhatsApp-Based Alert System for Timely Disaster Preparedness and Response in Vulnerable Communities

  • P. Kavitha,
  • Yatheesh.K.C.,
  • Akash Anand,
  • Sruthi Sreenivasan,
  • Hashim Mohammed S,
  • Naiwrita Borah and
  • Dhrubajyoti Saikia

Although many innovations have been achieved and natural disasters are well known to be extremely detrimental to persons and property, there is still no 100% assurance that alerts and real-time monitoring will work. Vulnerable communities sometimes r...

  • Article
  • Open Access
2 Citations
3,221 Views
20 Pages

21 April 2023

A comprehensive, accurate, and timely expression of earth observation (EO) tasks is the primary prerequisite for the response to and the emergency monitoring of disasters, especially floods. However, the existing information model does not fully sati...

  • Article
  • Open Access
5 Citations
2,493 Views
21 Pages

Impact of Factors That Predict Adoption of Geomonitoring Systems for Landslide Management

  • Adrian T. Rădulescu,
  • Corina M. Rădulescu,
  • Nataliya Kablak,
  • Oleksandr K. Reity and
  • Gheorghe M. T. Rădulescu

27 March 2023

Monitoring hazardous phenomena is a fundamental requirement of disaster risk management. Using new geomatic technologies integrated into complex geo information systems represents an innovative method of strengthening collaboration between stakeholde...

  • Article
  • Open Access
12 Citations
2,500 Views
17 Pages

Remote Sensing Monitoring of Green Tide Disaster Using MODIS and GF-1 Data: A Case Study in the Yellow Sea

  • Yanzhuo Men,
  • Yingying Liu,
  • Yufei Ma,
  • Ka Po Wong,
  • Jin Yeu Tsou and
  • Yuanzhi Zhang

22 November 2023

Satellites with low-to-medium spatial resolution face challenges in monitoring the early and receding stages of green tides, while those with high spatial resolution tend to reduce the monitoring frequency of such phenomena. This study aimed to obser...

  • Article
  • Open Access
23 Citations
6,952 Views
22 Pages

21 August 2020

Rapid and frequent mapping of flood areas are essential for monitoring and mitigating flood disasters. The Advanced Land Observing Satellite-2 (ALOS-2) carries an L-band synthetic aperture radar (SAR) capable of rapid and frequent disaster observatio...

  • Article
  • Open Access
1 Citations
3,151 Views
23 Pages

20 December 2024

The growing complexity of urban environments and high-rise facilities presents new challenges for disaster preparedness and response, particularly when managing multiple hazards. Traditional systems that focus on single hazards are insufficient for c...

  • Article
  • Open Access
19 Citations
7,247 Views
12 Pages

Web3DGIS-Based System for Reservoir Landslide Monitoring and Early Warning

  • Huang Huang,
  • Jianhua Ni,
  • Yu Zhang,
  • Tianlu Qian,
  • Dingtao Shen and
  • Jiechen Wang

4 February 2016

Landslides are the most frequent type of natural disaster, and they bring about large-scale damage and are a threat to human lives and infrastructure; therefore, the ability to conduct real-time monitoring and early warning is important. In this stud...

  • Article
  • Open Access
8 Citations
2,563 Views
15 Pages

Response Characteristics of Electric Potential and Its Relationship with Dynamic Disaster during Mining Activities: A Case Study in Xuehu Coal Mine, China

  • Yue Niu,
  • Zhonghui Li,
  • Enyuan Wang,
  • Tiancheng Shan,
  • Heng Wang,
  • Shilong Xu,
  • Wenyang Sun,
  • Guanteng Wang,
  • Xingzhuo Xue and
  • Junqi Liu

Across the world, coal resource is widely utilized in industrial production. During coal mining activities, dynamic disasters may be induced, such as coal and gas outbursts, or rock burst, resulting in serious accidents or disasters. Previous studies...

  • Perspective
  • Open Access
3 Citations
3,508 Views
14 Pages

The Umlindi Newsletter: Disseminating Climate-Related Information on the Management of Natural Disaster and Agricultural Production in South Africa

  • Reneilwe Maake,
  • Johan Malherbe,
  • Teboho Masupha,
  • George Chirima,
  • Philip Beukes,
  • Sarah Roffe,
  • Mark Thompson and
  • Mokhele Moeletsi

5 December 2023

The Umlindi newsletter was developed to provide information towards climate advisories, considering, for instance, drought conditions, presented in a relevant manner for the agricultural and disaster sectors in South Africa. This newsletter, which is...

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