Articles | Volume 382
Proc. IAHS, 382, 505–510, 2020
https://doi.org/10.5194/piahs-382-505-2020
Proc. IAHS, 382, 505–510, 2020
https://doi.org/10.5194/piahs-382-505-2020

Pre-conference publication 22 Apr 2020

Pre-conference publication | 22 Apr 2020

Land subsidence modelling using a long short-term memory algorithm based on time-series datasets

Huijun Li et al.

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Cited articles

Bonì, R., Cigna, F., Bricker, S., Meisina, C., and McCormack, H.: Characterisation of hydraulic head changes and aquifer properties in the London Basin using Persistent Scatterer Interferometry ground motion data, J. Hydrol., 540, 835–849, 2016. 
Chen, M., Tomaìs, R., Li, Z. H., Motagh, M., Li, T., Hu, L. Y., Gong, H. L., Li, X. J., Yu, J., and Gong, X. L.: Imaging land subsidence induced by groundwater extraction in Beijing (China) using satellite radar interferometry, Remote Sens., 8, 468–489, 2016. 
Ezquerro, P., Herrera, G., Marchamalo, M., Tomás, R., Béjar-Pizarro, M., and Martínez, R.: A quasi-elastic aquifer deformational behavior: Madrid aquifer case study, J. Hydrol., 519, 1192–1204, 2014.  
Gao, M. L., Gong, H. L., Chen, B. B., Li, X. J., Zhou, C. F., Shi, M., Si, Y., Chen, Z., and Duan, G. Y.: Regional Land Subsidence Analysis in Eastern Beijing Plain by InSAR Time Series and Wavelet Transforms, Remote Sens., 10, 365–382, 2018. 
Haghighi, H. M. and Motagh, M.: Ground surface response to continuous compaction of aquifer system in Tehran, Iran: Results from a long-term multi-sensor InSAR analysis, Remote Sens. Environ., 221, 534–550, 2019.