Publication

Datasets

1- Shirzaei, Manoochehr (2022): InSAR-based Vertical Land Motion at San Francisco Bay Area. University Libraries, Virginia Tech. Dataset. https://doi.org/10.7294/17708759

2- Shirzaei, Manoochehr (2022): Vertical Land Motion along California coast. University Libraries, Virginia Tech. Dataset. https://doi.org/10.7294/17711000

3- Shirzaei, Manoochehr (2022): World's Coast Vertical Land Motion. University Libraries, Virginia Tech. Dataset. https://doi.org/10.7294/17710973

4- Ojha, Chandrakanta; Shirzaei, Manoochehr; Werth, Susanna; Argus, Donald; Farr, Tom (2022): Land deformation estimates over Central Valley California associated with Water Resources Research Publication: Sustained Groundwater Loss in California’s Central Valley Exacerbated by Intense Drought Periods by Ojha et al. 2018. University Libraries, Virginia Tech. Dataset. https://doi.org/10.7294/19968413.v2

5- Lee, Jui-Chi; Shirzaei, Manoochehr (2023): InSAR-based Line-of-sight Displacement at Los Angeles Area. University Libraries, Virginia Tech. Dataset. https://doi.org/10.7294/21818604

Published Papers and Preprints

86- Nicholls, R.J. and Shirzaei, M., 2024. Earth’s sinking surface. Science, 384(6693), pp.268-269. 

85- Ohenhen, L.O., Shirzaei, M., Ojha, C., Sherpa, S. F., Nicholls, R. (2024), Disappearing Cities on U.S. Coasts, Nature, https://doi.org/10.1038/s41586-024-07038-3.

84- Tiwari, A. and Shirzaei, M., (2024). A novel machine learning and deep learning semi-supervised approach for automatic detection of InSAR-based deformation hotspots. International Journal of Applied Earth Observation and Geoinformation, 126, p.103611.

83- Ohenhen, L.O., Shirzaei, M. and Barnard, P.L., 2024. Slowly but surely: Exposure of communities and infrastructure to subsidence on the US east coast. PNAS nexus, 3(1), p.pgad426.

82- Tiwari, A., Sadhashivam, N., Ohenhen, L.O. and Shirzaei, M., 2024. Leveraging power of deep learning for fast and efficient elite pixel selection in time series SAR interferometry. arXiv preprint arXiv:2402.17069.

81- Ghobadi-Far K., Werth, S. and Shirzaei, M. (2023). Ghobadi‐Far, K., S. Werth, M. Shirzaei, and R. Bürgmann (2023), Spatiotemporal groundwater storage dynamics and aquifer mechanical properties in the Santa Clara Valley inferred from InSAR deformation over 2017–2022, Geophysical Research Letters, 50(22), e2023GL105157.

80- Shirzaei, M., 2023. Surface Deformation of New York City from Multitemporal Interferometric Analysis of Sentinel-1 SAR Datasets. arXiv preprint arXiv:2307.14477.

79- Ghobadi-Far K., Werth, S. and Shirzaei, M. (2023). A shrinkage-free approach for fusing GRACE-based total water storage changes with models using wavelet multiresolution analysis, Journal of Hydrology, Volume 626, Part A, https://doi.org/10.1016/j.jhydrol.2023.130217.

78- Ghobadi-Far, K., Werth, S., Shirzaei, M., Loomis, B. D., Döhne, T., Willen, M. O., & Horwath, M. (2023). The impact of new accelerometer transplant data (ACH) on GRACE Follow-On along-orbit inter-satellite laser ranging observations and monthly time-variable gravity and mascon solutions. Journal of Geophysical Research: Solid Earth, 128, e2023JB026740. https://doi.org/10.1029/2023JB026740

77- Sherpa, S. F., Shirzaei, M., & Ojha, C. (2023). Disruptive Role of Vertical Land Motion in Future Assessments of Climate Change-Driven Sea Level Rise and Coastal Flooding Hazards in the Chesapeake Bay. Journal of Geophysical Research: Solid Earth, 128, e2022JB025993. https://doi.org/10.1029/2022JB025993

76- Barnard, P.L., Befus, K., Danielson, J.J., Engelstad, A.C., Erikson, L.H., Foxgrover, A.C., Hayden, M.K., Hoover, D.J., Leijnse, T., Massey, C., McCall, R., Nadal-Caraballo, N., Nederhoff, K., Ohenhen, L., O'Neill, A., Parker, K.A., Shirzaei, M., Su, X., Thomas, J.A., van Ormondt, M., Vitousek, S.F., Vos, K., Yawn, M.C., 2022, Future coastal hazards along the U.S. Atlantic coast: U.S. Geological Survey data release, https://doi.org/10.5066/P9BQQTCI.

75- Shirzaei, M., 2023. A Kalman Filter Framework for Resolving 3D Displacement Field Time Series By Combining Multitrack Multitemporal InSAR and GNSS Horizontal Velocities. arXiv preprint arXiv:2303.03954.

74- Ohenhen, L.O., Shirzaei, M., Ojha, C. and Kirwan, M.L., 2023. Hidden vulnerability of US Atlantic coast to sea-level rise due to vertical land motion. Nature Communications, 14(1), p.2038., https://doi.org/10.1038/s41467-023-37853-7

73- Barnard, P.L., Befus, K.M., Danielson, J.J., Engelstad, A.C., Erikson, L.H., Foxgrover, A.C., Hardy, M.W., Hoover, D.J., Leijnse, T., Massey, C., McCall, R., Nadal-Caraballo, N., Nederhoff, K.M., Ohenhen, L., O'Neill, A., Parker, K.A., Shirzaei, M., Su, X., Thomas, J.A., van Ormondt, M., Vitousek, S.F., Vox, K., and Yawn, M.C., 2023, Future coastal hazards along the U.S. North and South Carolina coasts: U.S. Geological Survey data release, https://doi.org/10.5066/P9W91314.

72- Khorrami, M., M. Shirzaei, K. Ghobadi‐Far, S. Werth, G. Carlson, and G. Zhai (2023), Groundwater volume loss in Mexico City constrained by InSAR and GRACE observations and mechanical models, Geophysical Research Letters, 50(5), e2022GL101962, doi:https://doi.org/10.1029/2022GL101962.

71- Lee, J.-C., and M. Shirzaei (2023), Novel algorithms for pair and pixel selection and atmospheric error correction in multitemporal InSAR, Remote Sensing of Environment, 286, 113447.

70- Ohenhen, L., and M. Shirzaei (2022), Land Subsidence Hazard and Building Collapse Risk in the Coastal City of Lagos, West Africa, Earth's Future, 10(12), e2022EF003219.

69- Chawla, S., C. Ojha, and M. Shirzaei (2022), Investigating Surface Deformation and Groundwater Dynamics using InSAR Observation over Southern Part of Punjab, India, paper presented at IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, IEEE.

68- Razeghi, M., Tregoning, P., Shirzaei, M., Ghobadi-Far, K., McClusky, S., & Renzullo, L. (2022). Characterization of changes in groundwater storage in the Lachlan Catchment, Australia, derived from observations of surface deformation and groundwater level data. Journal of Geophysical Research: Solid Earth, 127, e2022JB024669. https://doi.org/10.1029/2022JB024669

67- Carlson, G., S. Werth, and M. Shirzaei (2022), Joint Inversion of GNSS and GRACE for Terrestrial Water Storage Change in California, Journal of Geophysical Research: Solid Earth, 127(3), e2021JB023135.

66- Shirzaei, M., Khoshmanesh, M., Ojha, C., Werth, S., Kerner, H., Carlson, G., Sherpa, S.F., Zhai, G. and Lee, J.C., (2021). Persistent impact of spring floods on crop loss in U.S. Midwest. Weather and Climate Extremes, 34, p.100392.

65- Sherpa, S.F. and Shirzaei, M., (2021). Country‐wide flood exposure analysis using Sentinel‐1 synthetic aperture radar data: Case study of 2019 Iran flood. Journal of Flood Risk Management, p.e12770.

64- Miller, M.M. and Shirzaei, M., (2021). Assessment of future flood hazards for southeastern Texas: Synthesizing subsidence, sea‐level rise, and storm surge scenarios. Geophysical Research Letters, 48(8), p.e2021GL092544.

63- Zhai, G., Shirzaei, M. and Manga, M., (2021). Widespread deep seismicity in the Delaware Basin, Texas, is mainly driven by shallow wastewater injection. Proceedings of the National Academy of Sciences, 118(20).

62- Gómez, J.F., Kwoll, E., Walker, I.J. and Shirzaei, M., (2021). Vertical Land Motion as a Driver of Coastline Changes on a Deltaic System in the Colombian Caribbean. Geosciences, 11(7), p.300.

61- Tung, S., Shirzaei, M., Ojha, C., Pepe, A. and Liu, Z., (2021). Structural Controls Over the 2019 Ridgecrest Earthquake Sequence Investigated by High‐Fidelity Elastic Models of 3D Velocity Structures. Journal of Geophysical Research: Solid Earth, 126(7), p.e2020JB021124.

60- Goebel, T. H., and M. Shirzaei (2021), More Than 40 yr of Potentially Induced Seismicity Close to the San Andreas Fault in San Ardo, Central California, Seismological Society of America, 92(1), 187-198.

58- Shirzaei, M., J. Freymueller, T. E. Törnqvist, D. L. Galloway, T. Dura, and P. S. J. Minderhoud (2021), Measuring, modelling and projecting coastal land subsidence, Nature Reviews Earth & Environment, doi:10.1038/s43017-020-00115-x.

59- Tung, S., G. Zhai, and M. Shirzaei (2020), Potential link between 2020 Mentone, West Texas M5 earthquake and nearby wastewater injection: implications for aquifer mechanical properties, Geophysical Research Letters, 2020GL090551.

57- Scott, C., Bunds, M., Shirzaei, M. and Toke, N., 2020. Creep along the Central San Andreas Fault from Surface Fractures, Topographic Differencing, and InSAR. Journal of Geophysical Research: Solid Earth, p.e2020JB019762.

56- Carlson, G., Shirzaei, M., Ojha, C., & Werth, S. (2020). Subsidence‐Derived Volumetric Strain Models for Mapping Extensional Fissures and Constraining Rock Mechanical Properties in the San Joaquin Valley, California. Journal of Geophysical Research: Solid Earth, 125, e2020JB019980. https://doi.org/10.1029/2020JB019980.

55- Blackwell, E., M. Shirzaei, C. Ojha, and S. Werth (2020), Tracking California’s sinking coast from space: Implications for relative sea-level rise, Science Advances, 6(31), eaba4551, doi:10.1126/sciadv.aba4551.

54- Khoshmanesh, M., M. Shirzaei, and N. Uchida (2020), Deep slow-slip events promote seismicity in northeastern Japan megathrust, Earth and Planetary Science Letters, 540, 116261.

53- Zhai, G., M. Shirzaei, and M. Manga (2020), Elevated Seismic Hazard in Kansas Due to High‐Volume Injections in Oklahoma, Geophysical Research Letters, 47(5), e2019GL085705.

52- Ojha, C., S. Werth, and M. Shirzaei (2020), Recovery of aquifer-systems in Southwest U.S. following 2012-2015 drought: evidence from InSAR, GRACE and groundwater level data, Journal of Hydrology, 124943.

51- Hamlington, B. D., A. S. Gardner, E. Ivins, J. T. M. Lenaerts, J. T. Reager, D. S. Trossman, E. D. Zaron, S. Adhikari, A. Arendt, A. Aschwanden, B. D. Beckley, D. P. S. Bekaert, G. Blewitt, L. Caron, D. P. Chambers, H. A. Chandanpurkar, K. Christianson, B. Csatho, R. I. Cullather, R. M. DeConto, J. T. Fasullo, T. Frederikse, J. T. Freymueller, D. M. Gilford, M. Girotto, W. C. Hammond, R. Hock, N. Holschuh, R. E. Kopp, F. Landerer, E. Larour, D. Menemenlis, M. Merrifield, J. X. Mitrovica, R. S. Nerem, I. J. Nias, V. Nieves, S. Nowicki, K. Pangaluru, C. G. Piecuch, R. D. Ray, D. R. Rounce, N.-J. Schlegel, H. Seroussi, M. Shirzaei, W. V. Sweet, I. Velicogna, N. Vinogradova, T. Wahl, D. N. Wiese, and M. J. Willis (2020), Understanding of Contemporary Regional Sea-Level Change and the Implications for the Future, Reviews of Geophysics, 58(3), e2019RG000672, doi:10.1029/2019rg000672.

50- Sherpa, S. F., M. Shirzaei, C. Ojha, S. Werth, and R. Hostache (2020), Probabilistic Mapping of August 2018 Flood of Kerala, India, Using Space-Borne Synthetic Aperture Radar, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 896-913.

49- Carlson, G., Shirzaei, M., Werth, S., Zhai, G., and Ojha, C. (2020). Seasonal and long‐term groundwater unloading in the Central Valley modifies crustal stress. Journal of Geophysical Research: Solid Earth, 125, e2019JB018490. https://doi.org/10.1029/2019JB018490

48- Zhai, G., M. Shirzaei, M. Manga, and X. Chen (2019), Pore-pressure diffusion, enhanced by poroelastic stresses, controls induced seismicity in Oklahoma, Proceedings of the National Academy of Sciences, 201819225, doi:10.1073/pnas.1819225116.

47- Shirzaei, M., C. Ojha, S. Werth, G. Carlson, and E. R. Vivoni (2019), Comment on “Short-lived pause in Central California subsidence after heavy winter precipitation of 2017" by K. D. Murray and R. B. Lohman, Science Advances, 5(eaav8038).

46- Shirzaei, M., M. Manga, and G. Zhai (2019), Hydraulic properties of injection formations constrained by surface deformation, Earth and Planetary Science Letters, 515, 125-134, doi:https://doi.org/10.1016/j.epsl.2019.03.025.

45- Miller, M. M., and M. Shirzaei (2019), Land subsidence in Houston correlated with flooding from Hurricane Harvey, Remote Sensing of Environment, 225, 368-378, doi:https://doi.org/10.1016/j.rse.2019.03.022.

44- Ojha, C., S. Werth, and M. Shirzaei (2019), Groundwater Loss and Aquifer System Compaction in San Joaquin Valley During 2012–2015 Drought, Journal of Geophysical Research: Solid Earth, 124(3), 3127-3143.

43- Khoshmanesh, M., and M. Shirzaei (2018), Episodic creep events on the San Andreas Fault caused by pore pressure variations, Nature Geoscience, doi:10.1038/s41561-018-0160-2.

42- Ojha, C., M. Shirzaei, S. Werth, D. F. Argus, and T. G. Farr (2018), Sustained Groundwater Loss in California's Central Valley Exacerbated by Intense Drought Periods, Water Resources Research, 54, doi:10.1029/2017WR022250.

41- Guang, Z., and M. Shirzaei (2018), Fluid Injection and Time‐Dependent Seismic Hazard in the Barnett Shale, Texas, Geophysical Research Letters, 45, doi:10.1029/2018GL077696.

40- Khoshmanesh, M., and M. Shirzaei (2018), Multiscale dynamics of aseismic slip on Central San Andreas Fault. Geophysical Research Letters, 45. https://doi.org/10.1002/2018GL077017.

39- Shirzaei, M. and R. Bürgmann (2018), Global climate change and local land subsidence exacerbate inundation risk to the San Francisco Bay Area. Science Advances, 4, eaap9234.

It is highlighted by New York Times, Wired, ScienceDaily, and more than 20 other media outlets.

38- Zhai, G., and Shirzaei, M. (2017). 3-D modeling of irregular volcanic sources using sparsity-promoting inversions of geodetic data and boundary element method. Journal of Geophysical Research: Solid Earth, 122. https://doi.org/10.1002/2017JB014991.

37- Miller, M. M., Shirzaei, M., and Argus, D. (2017). Aquifer mechanical properties and decelerated compaction in Tucson, Arizona. Journal of Geophysical Research: Solid Earth, 122. https://doi.org/10.1002/2017JB014531.

36- Shirzaei, M., R. Bürgmann, and E. J. Fielding (2017), Applicability of Sentinel-1 Terrain Observation by Progressive Scans multitemporal interferometry for monitoring slow ground motions in the San Francisco Bay Area, Geophysical Research Letters, 44, doi:10.1002/2017GL072663.

35- Wang C.-Y., M. Manga, M. Shirzaei, M. Weingarten, and L.-P. Wang (2017), Induced Seismicity in Oklahoma Affects Shallow Groundwater, Seismol. Res. Lett., doi:10.1785/0220170017.

34- Manga, M., C. Y. Wang, and M. Shirzaei (2016), Increased stream discharge after the 3 September 2016 M-w 5.8 Pawnee, Oklahoma earthquake, Geophysical Research Letters, 43(22), 11588-11594, doi:10.1002/2016gl071419.

33-Shirzaei, M., W. L. Ellsworth, K. F. Tiampo, P. J. González, and M. Manga (2016), Surface uplift and time-dependent seismic hazard due to fluid injection in eastern Texas, Science, 353(6306), 1416-1419, doi:10.1126/science.aag0262.

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32- Zhai, G., and M. Shirzaei (2016), Spatiotemporal model of Kīlauea's summit magmatic system inferred from InSAR time series and geometry-free time-dependent source inversion, Journal of Geophysical Research: Solid Earth, doi:10.1002/2016JB012953.

31- Whipple K.X., M. Shirzaei, K. Hodges, and J.R. Arrowsmith (2016) 2015 Gorkha Earthquake Provokes Reassessment of Mountain Building Processes in the Himalaya, Nature Geoscience, DOI: 10.1038/NGEO2797.

30- Weston, J., and M. Shirzaei (2016), Combining GPS and repeating earthquakes for high-resolution analysis of subduction zone coupling, Tectonophysics, S0040-1951(15)00636-8, doi:10.1016/j.tecto.2015.11.009.

29- Khoshmanesh, M., M. Shirzaei, and R. M. Nadeau (2015), Time-dependent model of aseismic slip on the central San Andreas Fault from InSAR time series and repeating earthquakes, Journal of Geophysical Research, Solid Earth, 120, doi:10.1002/2015JB012039.

28- Miller, M. M., and M. Shirzaei (2015), Spatiotemporal characterization of land subsidence and uplift in Phoenix using InSAR time series and wavelet transforms, Journal of Geophysical Research, Solid Earth, 120, doi:10.1002/2015JB012017.

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27- Turner, R. C., M. Shirzaei, R. M. Nadeau, and R. Bürgmann (2015), Slow and Go: Pulsing Slip Rates on the Creeping Section of the San Andreas Fault, Journal of Geophysical Research, Solid Earth, 120, doi:10.1002/2015JB011998.

26- Shirzaei, M., M. L. Rudolph, and M. Manga (2015), Deep and shallow sources for the Lusi mud eruption revealed by surface deformation, Geophysical Research Letters, 42, doi:10.1002/2015GL064576.

25-Shirzaei, M. (2015) A seamless multitrack multitemporal InSAR algorithm, Geochem. Geophys. Geosyst., 16, doi:10.1002/2015GC005759.

24-Zakšek, K., L. Pick, M. Shirzaei, and M. Hort (2015), Thermal monitoring of volcanic effusive activity: the uncertainties and outlier detection, Geological Society, London, Special Publications, 426, doi:10.1144/SP426.2.

23- Shirzaei, M., Bürgmann, R., Uchida, N., Hu, Y., Pollitz, F., Matsuzawa, T. (2014) Seismic versus aseismic slip: Probing mechanical properties of the northeast Japan subduction zone. Earth and Planetary Science Letters, doi: 10.1016/j.epsl.2014.08.035.

22- Walter, T. R., M. Shirzaei, A. Manconi, G. Solaro, A. Pepe, M. Manzo, and E. Sansosti (2014), Possible coupling of Campi Flegrei and Vesuvius as revealed by InSAR time series, correlation analysis and time-dependent modeling, Journal of Volcanology and Geothermal Research, 280, 104-110, doi:10.1016/j.jvolgeores.2014.05.006.

21- Chaussard, E., R. Bürgmann, M. Shirzaei, E. J. Fielding, and B. Baker (2014), Predictability of hydraulic head changes and characterization of aquifer-system and fault properties from InSAR-derived ground deformation, Journal of Geophysical Research, Solid Earth, 119, doi:10.1002/2014JB011266.

20- Nikolaeva, E., T.R. Walter, M. Shirzaei, and J. Zschau (2014) Landslide observation and volume estimation in central Georgia based on L-band InSAR, Nat. Hazards Earth Syst. Sci., 14, 675-688, doi:10.5194/nhess-14-675-2014.

19-Shirzaei, M., Bürgmann, R. and Taka' aki, T. (2013), Implications of recent asperity failures and aseismic creep for time-dependent earthquake hazard on the Hayward fault, Earth and Planetary Science Letters, doi:10.1016/j.epsl.2013.04.024.

18-Shirzaei, M. Walter, T. R., and Bürgmann, R. (2013), Coupling of Hawaiian volcanoes during mantle-driven surge, Geophysical Research Letters, doi: 10.1002/grl.50470.

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17- Rudolph, M. L., Shirzaei, M., and Manga, M. (2013), Source evolution of the Lusi mud eruption from surface deformation, Geophysical Research Letters, DOI: 10.1002/grl.50189.

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16- Shirzaei, M., and R. Bürgmann (2013), Time-dependent model of creep on the Hayward fault from joint inversion of 18 years of InSAR and surface creep data, Journal of Geophysical Research, doi: 10.1002/jgrb.50149.

15- Shirzaei, M., R. Bürgmann, J. Foster, T. R. Walter, and B. A. Brooks (2013), Aseismic deformation across the Hilina fault system, Hawaii, revealed by wavelet analysis of InSAR and GPS time series, Earth and Planetary Science Letters, 376, 12-19, doi:10.1016/j.epsl.2013.06.011.

14- Bathke, H., H. Sudhaus, E. P. Holohan, T. R. Walter, and M. Shirzaei (2013), An active ring fault detected at Tendürek volcano by using InSAR, Journal of Geophysical Research, Solid Earth, 118, 4488–4502, doi:10.1002/jgrb.50305.

13- Zakšek, K M. Shirzaei, and Hort, M.  (2013), Constraining the uncertainties of volcano thermal anomaly monitoring using a Kalman Filter technique. Geological Society of London. 380, doi: 10.1144/SP380.5.

12- Shirzaei, M. (2013), A wavelet-based multitemporal DInSAR algorithm for monitoring ground surface motion, Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2012.2208935.

11- Shirzaei, M., and R. Bürgmann (2012), Topography correlated atmospheric delay correction in radar interferometry using wavelet transforms, Geophysical Research Letters, 39, L01305, doi:10.1029/2011GL049971.

10- Shirzaei, M, R. Bürgmann, O. Oncken, T. R. Walter, P. Victor, and O. Ewiak (2012), Response of crustal faults to megathrust earthquakes cycle: InSAR evidence from Mejillones Peninsula, northern Chile, Earth and Planetary Science Letters, 333–334 (2012) 157– 164. doi.org/10.1016/j.epsl.2012.04.001

9- Shirzaei, M., T. R. Walter, H. R. Nankali, and E. Holohan (2011), Gravity-driven deformation of Damavand volcano detected through InSAR time series, Geology, 39, 3, 251–254; doi: 10.1130/G31779.1.

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8- Shirzaei, M., and T. R. Walter (2011), Satellite orbital error reduction using wavelet-based robust regression applied to InSAR deformation data, IEEE Transactions on Geoscience and Remote Sensing., 49(11), doi: 10.1109/TGRS.2011.2143419.

7- Bathke, H., Shirzaei, M., and T. R. Walter (2011), Inflation and deflation at the steep-sided Llaima stratovolcano (Chile) detected by using InSAR, Geophysical Research Letters, VOL. 38, L10304, doi:10.1029/2011GL047168.

6- Shirzaei, M., and T. R. Walter (2010), Time-dependent volcano source monitoring using InSAR time series: A combined Genetic Algorithm and Kalman Filter approach, Journal of Geophysical Research, 115, B1042, doi:10.1029/2010JB007476.

5- Walter, T. R., M. Manzo, A. Manconi, G. Solaro, R. Lanari, M. Motagh, H. Woith, S. Parolai, M. Shirzaei, J. Zschau, S. Baris, A. and Ansal (2010), Satellite Monitoring of Hazards: A focus on Istanbul, Turkey. Eos, Transactions, American Geophysical Union, 91, 36, 313-314, doi: 10.1029/2010EO360001.

4- Wauthier C., A. Oyen, P. Marinkovic, V. Cayol, J. Fernández, P. Gonzalez, R. F. Hanssen, F. Kervyn, N.d'Oreye, M. Shirzaei, and T. R. Walter (2009), L-band and C-band InSAR Studies of African Volcanic Areas. IGARSS (2) 2009: 210-213, doi: 10.1109/IGARSS.2009.5418043.

3- Shirzaei, M., and T. R. Walter (2009), Randomly Iterated Search and Statistical Competency (RISC) as powerful inversion tools for deformation source modeling: application to volcano InSAR data, Journal of Geophysical Research, 114, B10401, doi:10.1029/2008JB006071.

2- Ruch, J., A. Manconi, G. Zeni, G. Solaro, A. Pepe, M. Shirzaei, T. R. Walter, and R. Lanari (2009), Stress transfer in the Lazufre volcanic area, Central Andes, Geophysical Research Letters, 36, L22303, doi:22310.21029/22009GL041276.

1- Exupéry Team (2008), Managing volcanic unrest: The mobile volcano fast response system, paper presented at Use of Remote Sensing Techniques for Monitoring Volcanoes and Seismogenic Areas, Napoli, Italy, doi: 10.1109/USEREST.2008.4740358.