Skip to main content

2024 | OriginalPaper | Buchkapitel

Landslide Monitoring System Using an IoT Wireless Sensor Network

verfasst von : Gian Quoc Anh, Tran Binh Duong, Vijender Kumar Solanki, Duc-Tan Tran

Erschienen in: Modern Approaches in IoT and Machine Learning for Cyber Security

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Landslides are a common phenomenon globally and also in Vietnam. The damage significantly affects people’s lives and property. However, its predictions and warnings are still sketchy. Continuous landslide warning monitoring systems were built to minimize the damage caused by such landslides. A landslide monitoring system using wireless sensor networks can detect soil movement, measure movement, and send an alert level and position landslide or in danger of landslides for the center. All causes and factors related to this dangerous phenomenon will be automatically recorded and archived and give accurate warnings. Wireless sensor network (WSN) is an energy-saving technology solution such as sensor selection, changing sampling frequency, and switching network configuration based on operating scenarios. Furthermore, micro electro-mechanical system (MEMS) sensors with low power consumption are used to receive ground displacement information instead of traditional measuring sensors. This chapter will focus on surveying and evaluating landslide monitoring systems using a wireless sensor network.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat S. Ahmed, S. Gupta, A. Suri, S. Sharma, Adaptive energy efficient fuzzy: An adaptive and energy efficient fuzzy clustering algorithm for wireless sensor network-based landslide detection system. IET Network 10(1), 1–12 (2021)CrossRef S. Ahmed, S. Gupta, A. Suri, S. Sharma, Adaptive energy efficient fuzzy: An adaptive and energy efficient fuzzy clustering algorithm for wireless sensor network-based landslide detection system. IET Network 10(1), 1–12 (2021)CrossRef
2.
Zurück zum Zitat G. Anastasi, M. Conti, M. Di Francesco, A. Passarella, Energy conservation in wireless sensor networks: A survey. Ad Hoc Netw. 7, 537–568 (2009)CrossRef G. Anastasi, M. Conti, M. Di Francesco, A. Passarella, Energy conservation in wireless sensor networks: A survey. Ad Hoc Netw. 7, 537–568 (2009)CrossRef
3.
Zurück zum Zitat M.-G. Angeli, A. Pasuto, S. Silvano, A critical review of landslide monitoring experiences. Eng. Geol. 55, 133–147 (2000)CrossRef M.-G. Angeli, A. Pasuto, S. Silvano, A critical review of landslide monitoring experiences. Eng. Geol. 55, 133–147 (2000)CrossRef
4.
Zurück zum Zitat G. Antonello, N. Casagli, P. Farina, D. Leva, G. Nico, A. Sieber, et al., Ground-based SAR interferometry for monitoring mass movements. Landslides 1, 21–28 (2004)CrossRef G. Antonello, N. Casagli, P. Farina, D. Leva, G. Nico, A. Sieber, et al., Ground-based SAR interferometry for monitoring mass movements. Landslides 1, 21–28 (2004)CrossRef
5.
Zurück zum Zitat C. Arnhardt, K. Asch, R. Azzam, R. Bill, T. Fernandez-Steeger, S. Homfeld, et al., Sensor based landslide early warning system-SLEWS. Development of a geoservice infrastructure as basis for early warning systems for landslides by integration of real-time sensors. Geotechnologien Sci. Rep. 10, 75–88 (2007) C. Arnhardt, K. Asch, R. Azzam, R. Bill, T. Fernandez-Steeger, S. Homfeld, et al., Sensor based landslide early warning system-SLEWS. Development of a geoservice infrastructure as basis for early warning systems for landslides by integration of real-time sensors. Geotechnologien Sci. Rep. 10, 75–88 (2007)
6.
Zurück zum Zitat S. Asano, H. Ochiai, H.D. Vinh, TXT-tool 4.081-8.1: landslide monitoring for early warning in the Hai Van Station landslide in Vietnam, in Landslide Dynamics: ISDR-ICL Landslide Interactive Teaching Tools, (Springer, 2018), pp. 785–792CrossRef S. Asano, H. Ochiai, H.D. Vinh, TXT-tool 4.081-8.1: landslide monitoring for early warning in the Hai Van Station landslide in Vietnam, in Landslide Dynamics: ISDR-ICL Landslide Interactive Teaching Tools, (Springer, 2018), pp. 785–792CrossRef
7.
Zurück zum Zitat M. Barla, F. Antolini, An integrated methodology for landslides’ early warning systems. Landslides 13, 215–228 (2015)CrossRef M. Barla, F. Antolini, An integrated methodology for landslides’ early warning systems. Landslides 13, 215–228 (2015)CrossRef
8.
Zurück zum Zitat P. Baronti, P. Pillai, V.W. Chook, S. Chessa, A. Gotta, Y.F. Hu, Wireless sensor networks: A survey on the state of the art and the 802.15. 4 and ZigBee standards. Comput. Commun. 30, 1655–1695 (2007)CrossRef P. Baronti, P. Pillai, V.W. Chook, S. Chessa, A. Gotta, Y.F. Hu, Wireless sensor networks: A survey on the state of the art and the 802.15. 4 and ZigBee standards. Comput. Commun. 30, 1655–1695 (2007)CrossRef
9.
Zurück zum Zitat R.L. Baum, J.W. Godt, Early warning of rainfall-induced shallow landslides and debris flows in the USA. Landslides 7, 259–272 (2010)CrossRef R.L. Baum, J.W. Godt, Early warning of rainfall-induced shallow landslides and debris flows in the USA. Landslides 7, 259–272 (2010)CrossRef
10.
Zurück zum Zitat M. Berti, M. Martina, S. Franceschini, S. Pignone, A. Simoni, M. Pizziolo, Probabilistic rainfall thresholds for landslide occurrence using a Bayesian approach. J. Geophys. Res. Earth Surf. 117 (2012) M. Berti, M. Martina, S. Franceschini, S. Pignone, A. Simoni, M. Pizziolo, Probabilistic rainfall thresholds for landslide occurrence using a Bayesian approach. J. Geophys. Res. Earth Surf. 117 (2012)
11.
Zurück zum Zitat C. Buratti, A. Conti, D. Dardari, R. Verdone, An overview on wireless sensor networks technology and evolution. Sensors 9, 6869–6896 (2009)CrossRef C. Buratti, A. Conti, D. Dardari, R. Verdone, An overview on wireless sensor networks technology and evolution. Sensors 9, 6869–6896 (2009)CrossRef
12.
Zurück zum Zitat G. Capparelli, P. Versace, FLaIR and SUSHI: Two mathematical models for early warning of landslides induced by rainfall. Landslides 8, 67–79 (2010)CrossRef G. Capparelli, P. Versace, FLaIR and SUSHI: Two mathematical models for early warning of landslides induced by rainfall. Landslides 8, 67–79 (2010)CrossRef
13.
Zurück zum Zitat N. Casagli, S. Morelli, W. Frodella, E. Intrieri, V. Tofani, TXT-tool 2.039-3.2 ground-based remote sensing techniques for landslides mapping, monitoring and early warning, in Landslide Dynamics: ISDR-ICL Landslide Interactive Teaching Tools, (Springer, 2018), pp. 255–274CrossRef N. Casagli, S. Morelli, W. Frodella, E. Intrieri, V. Tofani, TXT-tool 2.039-3.2 ground-based remote sensing techniques for landslides mapping, monitoring and early warning, in Landslide Dynamics: ISDR-ICL Landslide Interactive Teaching Tools, (Springer, 2018), pp. 255–274CrossRef
14.
Zurück zum Zitat M. Castillo-Effer, D.H. Quintela, W. Moreno, R. Jordan, W. Westhoff, Wireless sensor networks for flash-flood alerting, in Devices, Circuits and Systems, (Proceedings of the Fifth IEEE International Caracas Conference on, 2004, 2004), pp. 142–146 M. Castillo-Effer, D.H. Quintela, W. Moreno, R. Jordan, W. Westhoff, Wireless sensor networks for flash-flood alerting, in Devices, Circuits and Systems, (Proceedings of the Fifth IEEE International Caracas Conference on, 2004, 2004), pp. 142–146
15.
Zurück zum Zitat B.-G. Chae, M.-I. Kim, Suggestion of a method for landslide early warning using the change in the volumetric water content gradient due to rainfall infiltration. Environ. Earth Sci. 66, 1973–1986 (2011)CrossRef B.-G. Chae, M.-I. Kim, Suggestion of a method for landslide early warning using the change in the volumetric water content gradient due to rainfall infiltration. Environ. Earth Sci. 66, 1973–1986 (2011)CrossRef
16.
Zurück zum Zitat K. Chintalapudi, T. Fu, J. Paek, N. Kothari, S. Rangwala, J. Caffrey, et al., Monitoring civil structures with a wireless sensor network. IEEE Internet Comput. 10, 26–34 (2006)CrossRef K. Chintalapudi, T. Fu, J. Paek, N. Kothari, S. Rangwala, J. Caffrey, et al., Monitoring civil structures with a wireless sensor network. IEEE Internet Comput. 10, 26–34 (2006)CrossRef
17.
Zurück zum Zitat G.M. Dias, B. Bellalta, S. Oechsner, A survey about prediction-based data reduction in wireless sensor networks. ACM Comput. Surv. (CSUR) 49, 58 (2016) G.M. Dias, B. Bellalta, S. Oechsner, A survey about prediction-based data reduction in wireless sensor networks. ACM Comput. Surv. (CSUR) 49, 58 (2016)
18.
Zurück zum Zitat M.J. Dong, K.G. Yung, W.J. Kaiser, Low Power Signal Processing Architectures for Network Microsensors (Proceedings of the 1997 International Symposium on Low Power Electronics and Design, 1997), pp. 173–177 M.J. Dong, K.G. Yung, W.J. Kaiser, Low Power Signal Processing Architectures for Network Microsensors (Proceedings of the 1997 International Symposium on Low Power Electronics and Design, 1997), pp. 173–177
19.
Zurück zum Zitat C. Fosalau, C. Zet, D. Petrisor, Implementation of a Landslide Monitoring System as a Wireless Sensor Network, in Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), (IEEE Annual, 2016), pp. 1–6 C. Fosalau, C. Zet, D. Petrisor, Implementation of a Landslide Monitoring System as a Wireless Sensor Network, in Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), (IEEE Annual, 2016), pp. 1–6
20.
Zurück zum Zitat A. Gian Quoc, C. Nguyen Dinh, N. Tran Duc, T. Tran Duc, S. Kumbesan, Wireless technology for monitoring site-specific landslide in Vietnam. Int. J. Electr. Comput. Eng. 8(6), 4448–4455 (2018) A. Gian Quoc, C. Nguyen Dinh, N. Tran Duc, T. Tran Duc, S. Kumbesan, Wireless technology for monitoring site-specific landslide in Vietnam. Int. J. Electr. Comput. Eng. 8(6), 4448–4455 (2018)
21.
Zurück zum Zitat Q.A. Gian, D.C. Nguyen, D.N. Tran, D.T. Tran, Monitoring of landslides in mountainous regions based on FEM modelling and rain gauge measurements. Int. J. Electric. Comput. Eng. 6(5), 2106 (2016) Q.A. Gian, D.C. Nguyen, D.N. Tran, D.T. Tran, Monitoring of landslides in mountainous regions based on FEM modelling and rain gauge measurements. Int. J. Electric. Comput. Eng. 6(5), 2106 (2016)
22.
Zurück zum Zitat Q.A. Gian, D.T. Tran, D.C. Nguyen, V.H. Nhu, D. Tien Bui, Design and implementation of site-specific rainfall-induced landslide early warning and monitoring system: A case study at Nam Dan landslide (Vietnam). Geomatic. Nat. Hazards Risk 8(2), 1978–1996 (2017)CrossRef Q.A. Gian, D.T. Tran, D.C. Nguyen, V.H. Nhu, D. Tien Bui, Design and implementation of site-specific rainfall-induced landslide early warning and monitoring system: A case study at Nam Dan landslide (Vietnam). Geomatic. Nat. Hazards Risk 8(2), 1978–1996 (2017)CrossRef
23.
Zurück zum Zitat J.A. Gili, J. Corominas, J. Rius, Using global positioning system techniques in landslide monitoring. Eng. Geol. 55, 167–192 (2000)CrossRef J.A. Gili, J. Corominas, J. Rius, Using global positioning system techniques in landslide monitoring. Eng. Geol. 55, 167–192 (2000)CrossRef
24.
Zurück zum Zitat P. Giri, K. Ng, W. Phillips, Wireless Sensor Network System for Landslide Monitoring and Warning (IEEE Transactions on Instrumentation and Measurement, 2018), pp. 1–11 P. Giri, K. Ng, W. Phillips, Wireless Sensor Network System for Landslide Monitoring and Warning (IEEE Transactions on Instrumentation and Measurement, 2018), pp. 1–11
25.
Zurück zum Zitat J. Goswami, A. Saha, IoT sensor network based implementation for rainfall induced landslide monitoring, in International Conference on Computational Intelligence, Security and Internet of Things, (Springer, Cham, 2020), pp. 304–316 J. Goswami, A. Saha, IoT sensor network based implementation for rainfall induced landslide monitoring, in International Conference on Computational Intelligence, Security and Internet of Things, (Springer, Cham, 2020), pp. 304–316
26.
Zurück zum Zitat R. Greco, A. Guida, E. Damiano, L. Olivares, Soil water content and suction monitoring in model slopes for shallow flowslides early warning applications. Phys. Chem. Earth, Parts A/B/C 35, 127–136 (2010)CrossRef R. Greco, A. Guida, E. Damiano, L. Olivares, Soil water content and suction monitoring in model slopes for shallow flowslides early warning applications. Phys. Chem. Earth, Parts A/B/C 35, 127–136 (2010)CrossRef
27.
Zurück zum Zitat J.A. Gutierrez, M. Naeve, E. Callaway, M. Bourgeois, V. Mitter, B. Heile, IEEE 802.15. 4: A developing standard for low-power low-cost wireless personal area networks. IEEE Netw. 15, 12–19 (2001)CrossRef J.A. Gutierrez, M. Naeve, E. Callaway, M. Bourgeois, V. Mitter, B. Heile, IEEE 802.15. 4: A developing standard for low-power low-cost wireless personal area networks. IEEE Netw. 15, 12–19 (2001)CrossRef
28.
Zurück zum Zitat M. Hons, R. Stewart, D. Lawton, M. Bertram, G. Hauer, Field data comparisons of MEMS accelerometers and analog geophones. Lead. Edge 27, 896–903 (2008)CrossRef M. Hons, R. Stewart, D. Lawton, M. Bertram, G. Hauer, Field data comparisons of MEMS accelerometers and analog geophones. Lead. Edge 27, 896–903 (2008)CrossRef
30.
Zurück zum Zitat C. Huggel, N. Khabarov, M. Obersteiner, J.M. Ramírez, Implementation and integrated numerical modeling of a landslide early warning system: A pilot study in Colombia. Nat. Hazards 52, 501–518 (2010)CrossRef C. Huggel, N. Khabarov, M. Obersteiner, J.M. Ramírez, Implementation and integrated numerical modeling of a landslide early warning system: A pilot study in Colombia. Nat. Hazards 52, 501–518 (2010)CrossRef
31.
Zurück zum Zitat E. Intrieri, G. Gigli, F. Mugnai, R. Fanti, N. Casagli, Design and implementation of a landslide early warning system. Eng. Geol. 147–148, 124–136 (2012)CrossRef E. Intrieri, G. Gigli, F. Mugnai, R. Fanti, N. Casagli, Design and implementation of a landslide early warning system. Eng. Geol. 147–148, 124–136 (2012)CrossRef
32.
Zurück zum Zitat B. Kerkez, S.D. Glaser, R.C. Bales, M.W. Meadows, Design and performance of a wireless sensor network for catchment-scale snow and soil moisture measurements. Water Resour. Res. 48 (2012) B. Kerkez, S.D. Glaser, R.C. Bales, M.W. Meadows, Design and performance of a wireless sensor network for catchment-scale snow and soil moisture measurements. Water Resour. Res. 48 (2012)
33.
Zurück zum Zitat S. Kumar, S. Duttagupta, V.P. Rangan, M.V. Ramesh, Reliable network connectivity in wireless sensor networks for remote monitoring of landslides. Wirel. Netw 26(3), 2137–2152 (2020)CrossRef S. Kumar, S. Duttagupta, V.P. Rangan, M.V. Ramesh, Reliable network connectivity in wireless sensor networks for remote monitoring of landslides. Wirel. Netw 26(3), 2137–2152 (2020)CrossRef
34.
Zurück zum Zitat D. Lagomarsino, S. Segoni, R. Fanti, F. Catani, Updating and tuning a regional-scale landslide early warning system. Landslides 10, 91–97 (2013)CrossRef D. Lagomarsino, S. Segoni, R. Fanti, F. Catani, Updating and tuning a regional-scale landslide early warning system. Landslides 10, 91–97 (2013)CrossRef
35.
Zurück zum Zitat J. Landes, J. Begley, G. Clarke, American society for testing and materials. STP 590, 128–148 (1976) J. Landes, J. Begley, G. Clarke, American society for testing and materials. STP 590, 128–148 (1976)
36.
Zurück zum Zitat M. Li, Y. Liu, Underground Structure Monitoring with Wireless Sensor Networks (Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007), pp. 69–78 M. Li, Y. Liu, Underground Structure Monitoring with Wireless Sensor Networks (Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007), pp. 69–78
37.
Zurück zum Zitat Li, Y. Liu, Underground coal mine monitoring with wireless sensor networks. ACM Trans. Sensor Network (TOSN) 5, 10 (2009)CrossRef Li, Y. Liu, Underground coal mine monitoring with wireless sensor networks. ACM Trans. Sensor Network (TOSN) 5, 10 (2009)CrossRef
38.
Zurück zum Zitat Z. Liao, Y. Hong, J. Wang, H. Fukuoka, K. Sassa, D. Karnawati, et al., Prototyping an experimental early warning system for rainfall-induced landslides in Indonesia using satellite remote sensing and geospatial datasets. Landslides 7, 317–324 (2010)CrossRef Z. Liao, Y. Hong, J. Wang, H. Fukuoka, K. Sassa, D. Karnawati, et al., Prototyping an experimental early warning system for rainfall-induced landslides in Indonesia using satellite remote sensing and geospatial datasets. Landslides 7, 317–324 (2010)CrossRef
39.
Zurück zum Zitat R. Macciotta, C.D. Martin, N.R. Morgenstern, D.M. Cruden, Quantitative risk assessment of slope hazards along a section of railway in the Canadian Cordillera—A methodology considering the uncertainty in the results. Landslides 13, 115–127 (2016)CrossRef R. Macciotta, C.D. Martin, N.R. Morgenstern, D.M. Cruden, Quantitative risk assessment of slope hazards along a section of railway in the Canadian Cordillera—A methodology considering the uncertainty in the results. Landslides 13, 115–127 (2016)CrossRef
40.
Zurück zum Zitat A. Manconi, D. Giordan, Landslide early warning based on failure forecast models: The example of the Mt. de La Saxe rockslide, northern Italy. Nat. Hazards Earth Syst. Sci. 15, 1639–1644 (2015)CrossRef A. Manconi, D. Giordan, Landslide early warning based on failure forecast models: The example of the Mt. de La Saxe rockslide, northern Italy. Nat. Hazards Earth Syst. Sci. 15, 1639–1644 (2015)CrossRef
41.
Zurück zum Zitat J. Mathew, D.G. Babu, S. Kundu, K.V. Kumar, C. Pant, Integrating intensity–duration-based rainfall threshold and antecedent rainfall-based probability estimate towards generating early warning for rainfall-induced landslides in parts of the Garhwal Himalaya, India. Landslides 11, 575–588 (2014)CrossRef J. Mathew, D.G. Babu, S. Kundu, K.V. Kumar, C. Pant, Integrating intensity–duration-based rainfall threshold and antecedent rainfall-based probability estimate towards generating early warning for rainfall-induced landslides in parts of the Garhwal Himalaya, India. Landslides 11, 575–588 (2014)CrossRef
42.
Zurück zum Zitat A. Menció, M. Galán, D. Boix, J. Mas-Pla, Analysis of stream–aquifer relationships: A comparison between mass balance and Darcy’s law approaches. J. Hydrol. 517, 157–172 (2014)CrossRef A. Menció, M. Galán, D. Boix, J. Mas-Pla, Analysis of stream–aquifer relationships: A comparison between mass balance and Darcy’s law approaches. J. Hydrol. 517, 157–172 (2014)CrossRef
43.
Zurück zum Zitat D.C. Nguyen, D.N. Tran, N.H. Le, D.T. Ta, A.T. Pham, D.T. Tran, Multi-sensors integration for landslide monitoring application. VNU J. Sci. 30(6S-B), 202–210 (2014) D.C. Nguyen, D.N. Tran, N.H. Le, D.T. Ta, A.T. Pham, D.T. Tran, Multi-sensors integration for landslide monitoring application. VNU J. Sci. 30(6S-B), 202–210 (2014)
44.
Zurück zum Zitat C.D. Nguyen, T.D. Tran, N.D. Tran, T.H. Huynh, D.T. Nguyen, Flexible and efficient wireless sensor networks for detecting rainfall-induced landslides. Int. J. Distrib. Sens. Netw. 2015, 235954 (2015a)CrossRef C.D. Nguyen, T.D. Tran, N.D. Tran, T.H. Huynh, D.T. Nguyen, Flexible and efficient wireless sensor networks for detecting rainfall-induced landslides. Int. J. Distrib. Sens. Netw. 2015, 235954 (2015a)CrossRef
45.
Zurück zum Zitat D.C. Nguyen, T. Duc-Tan, D.N. Tran, Application of compressed sensing in effective power consumption of WSN for landslide scenario, in Asia Pacific Conference on Multimedia and Broadcasting, (IEEE, 2015b), pp. 1–5 D.C. Nguyen, T. Duc-Tan, D.N. Tran, Application of compressed sensing in effective power consumption of WSN for landslide scenario, in Asia Pacific Conference on Multimedia and Broadcasting, (IEEE, 2015b), pp. 1–5
46.
Zurück zum Zitat M. Papa, V. Medina, F. Ciervo, A. Bateman, Derivation of critical rainfall thresholds for shallow landslides as a tool for debris flow early warning systems. Hydrol. Earth Syst. Sci. 17, 4095–4107 (2013)CrossRef M. Papa, V. Medina, F. Ciervo, A. Bateman, Derivation of critical rainfall thresholds for shallow landslides as a tool for debris flow early warning systems. Hydrol. Earth Syst. Sci. 17, 4095–4107 (2013)CrossRef
47.
Zurück zum Zitat Y. Peng, Z. Li, W. Zhang, D. Qiao, Prolonging Sensor Network Lifetime Through Wireless Charging (IEEE Real-Time Systems Symposium, 2010), pp. 129–139 Y. Peng, Z. Li, W. Zhang, D. Qiao, Prolonging Sensor Network Lifetime Through Wireless Charging (IEEE Real-Time Systems Symposium, 2010), pp. 129–139
48.
Zurück zum Zitat L. Piciullo, S.L. Gariano, M. Melillo, M.T. Brunetti, S. Peruccacci, F. Guzzetti, et al., Definition and performance of a threshold-based regional early warning model for rainfall-induced landslides. Landslides 14, 995–1008 (2016)CrossRef L. Piciullo, S.L. Gariano, M. Melillo, M.T. Brunetti, S. Peruccacci, F. Guzzetti, et al., Definition and performance of a threshold-based regional early warning model for rainfall-induced landslides. Landslides 14, 995–1008 (2016)CrossRef
49.
Zurück zum Zitat M.V. Ramesh, Design, development, and deployment of a wireless sensor network for detection of landslides. Ad Hoc Netw. 13, 2–18 (2014)CrossRef M.V. Ramesh, Design, development, and deployment of a wireless sensor network for detection of landslides. Ad Hoc Netw. 13, 2–18 (2014)CrossRef
50.
Zurück zum Zitat P. Rawat, K.D. Singh, H. Chaouchi, J.M. Bonnin, Wireless sensor networks: A survey on recent developments and potential synergies. J. Supercomput. 68, 1–48 (2014)CrossRef P. Rawat, K.D. Singh, H. Chaouchi, J.M. Bonnin, Wireless sensor networks: A survey on recent developments and potential synergies. J. Supercomput. 68, 1–48 (2014)CrossRef
51.
Zurück zum Zitat S. Segoni, L. Piciullo, S.L. Gariano, A review of the recent literature on rainfall thresholds for landslide occurrence. Landslides 15, 1–19 (2018)CrossRef S. Segoni, L. Piciullo, S.L. Gariano, A review of the recent literature on rainfall thresholds for landslide occurrence. Landslides 15, 1–19 (2018)CrossRef
52.
Zurück zum Zitat A. Sheth, K. Tejaswi, P. Mehta, C. Parekh, R. Bansal, S. Merchant, et al., Senslide: A Sensor Network Based Landslide Prediction System (Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005), pp. 280–281 A. Sheth, K. Tejaswi, P. Mehta, C. Parekh, R. Bansal, S. Merchant, et al., Senslide: A Sensor Network Based Landslide Prediction System (Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005), pp. 280–281
53.
Zurück zum Zitat A. Terzis, A. Anandarajah, K. Moore, I. Wang, Slip Surface Localization in Wireless Sensor Networks for Landslide Prediction (Proceedings of the 5th International Conference on Information Processing in Sensor Networks, 2006), pp. 109–116 A. Terzis, A. Anandarajah, K. Moore, I. Wang, Slip Surface Localization in Wireless Sensor Networks for Landslide Prediction (Proceedings of the 5th International Conference on Information Processing in Sensor Networks, 2006), pp. 109–116
54.
Zurück zum Zitat B. Thiebes, R. Bell, T. Glade, S. Jäger, J. Mayer, M. Anderson, et al., Integration of a limit-equilibrium model into a landslide early warning system. Landslides 11, 859–875 (2013)CrossRef B. Thiebes, R. Bell, T. Glade, S. Jäger, J. Mayer, M. Anderson, et al., Integration of a limit-equilibrium model into a landslide early warning system. Landslides 11, 859–875 (2013)CrossRef
55.
Zurück zum Zitat H. Thirugnanam, M.V. Ramesh, V.P. Rangan, Enhancing the reliability of landslide early warning systems by machine learning. Landslides 17, 2231–2246 (2020)CrossRef H. Thirugnanam, M.V. Ramesh, V.P. Rangan, Enhancing the reliability of landslide early warning systems by machine learning. Landslides 17, 2231–2246 (2020)CrossRef
56.
Zurück zum Zitat I. Towhata, T. Uchimura, C. Gallage, On early detection and warning against rainfall-induced landslides (m129), in Landslides, (Springer, 2005), pp. 133–139CrossRef I. Towhata, T. Uchimura, C. Gallage, On early detection and warning against rainfall-induced landslides (m129), in Landslides, (Springer, 2005), pp. 133–139CrossRef
57.
Zurück zum Zitat D.T. Tran, D.C. Nguyen, D.N. Tran, D.T. Ta, Development of a rainfall-triggered landslide system using wireless accelerometer network. Int. J. Adv. Comput. Technol. 7(5), 14 (2015) D.T. Tran, D.C. Nguyen, D.N. Tran, D.T. Ta, Development of a rainfall-triggered landslide system using wireless accelerometer network. Int. J. Adv. Comput. Technol. 7(5), 14 (2015)
58.
Zurück zum Zitat UN-ISDR, Developing Early Warning Systems: A Checklist (Third International Conference on Early Warning (EWC III), Bonn, 2006) UN-ISDR, Developing Early Warning Systems: A Checklist (Third International Conference on Early Warning (EWC III), Bonn, 2006)
59.
Zurück zum Zitat L. Xiang, J. Luo, C. Rosenberg, Compressed data aggregation: Energy-efficient and high-fidelity data collection. IEEE/ACM Trans. Network (TON) 21, 1722–1735 (2013)CrossRef L. Xiang, J. Luo, C. Rosenberg, Compressed data aggregation: Energy-efficient and high-fidelity data collection. IEEE/ACM Trans. Network (TON) 21, 1722–1735 (2013)CrossRef
60.
Zurück zum Zitat Y. Yin, H. Wang, Y. Gao, X. Li, Real-time monitoring and early warning of landslides at relocated Wushan town, the three Gorges reservoir, China. Landslides 7, 339–349 (2010)CrossRef Y. Yin, H. Wang, Y. Gao, X. Li, Real-time monitoring and early warning of landslides at relocated Wushan town, the three Gorges reservoir, China. Landslides 7, 339–349 (2010)CrossRef
61.
Zurück zum Zitat X. Yu, P. Wu, W. Han, Z. Zhang, A survey on wireless sensor network infrastructure for agriculture. Comput. Stand. Interfaces 35, 59–64 (2013)CrossRef X. Yu, P. Wu, W. Han, Z. Zhang, A survey on wireless sensor network infrastructure for agriculture. Comput. Stand. Interfaces 35, 59–64 (2013)CrossRef
62.
Zurück zum Zitat X. Zhu, Q. Xu, M. Tang, W. Nie, S. Ma, Z. Xu, Comparison of two optimized machine learning models for predicting displacement of rainfall-induced landslide: A case study in Sichuan Province, China. Eng. Geol. 218, 213–222 (2017)CrossRef X. Zhu, Q. Xu, M. Tang, W. Nie, S. Ma, Z. Xu, Comparison of two optimized machine learning models for predicting displacement of rainfall-induced landslide: A case study in Sichuan Province, China. Eng. Geol. 218, 213–222 (2017)CrossRef
Metadaten
Titel
Landslide Monitoring System Using an IoT Wireless Sensor Network
verfasst von
Gian Quoc Anh
Tran Binh Duong
Vijender Kumar Solanki
Duc-Tan Tran
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-09955-7_13

Premium Partner