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Supplementary Figure 1 Published rupture models of the Tohoku-oki earthquake that included tsunami data as constraints. Each curve is labeled with its model number as in Supplementary Tables 1 and 2. This is a subset of the models shown in Fig. 1. The use of tsunami data in some of the recent models helped improve near-trench resolution of slip models such as models 26 and 35, but not in all the recent models.

Supplementary Figure 2 Finite element mesh used in this work for modeling coseismic deformation of the Tohoku-oki earthquake. Inset: cross-section view of the mesh along the central corridor for SDB calculation.

Supplementary Figure 3 Optimal SDB model for the central corridor using 2004 2011 ODB. a, Fault slip distribution over the most seaward 40 km. b, Residue between the SDB and 2004-2011 ODB. c, SDB produced using the slip distribution shown in a. d, 2004 2011 ODB. The limited coverage seaward of the trench renders the OBD image much less reliable than the 1999 2011 image (Fig. 3d). e, Bathymetry acquired in 2004.

Supplementary Figure 4 SDB model for the central corridor with an average fault slip of 90 m and zero optimal depth adjustment. Otherwise the figure is similar to Fig. 3. a, Fault slip distribution over the most seaward 40 km. b, Residue between the SDB and 1999-2011 ODB. c, SDB produced using the slip distribution shown in a. d, 1999-2011 ODB. e, Bathymetry acquired in 1999. The zoom-in area in c and d shows that the SDB incorrectly predicts a wider area of local bathymetry decrease than in the ODB.

Supplementary Figure 5 Optimal SDB model along bathymetry track MY101 about 50 km north of the central corridor. Otherwise the figure is similar to Fig. 3. a, Fault slip distribution. b, Residue between the SDB and ODB. c, SDB produced using the slip distribution shown in a. d, ODB from data collected in 1999 and May 2011. e, Bathymetry acquired in 1999.

Supplementary Figure 6 A slip distribution of the Tohoku-oki earthquake that can satisfy differential bathymetry and are also compatible with other geodetic data. a, Broad-scale view of the model slip distribution (in meters) and model-predicted horizontal displacements in comparison with land-based 1 and seafloor 2,3 GPS measurements. b, Enlarged view of the main rupture area (dashed box in a) with the two bathymetry tracks shown. c, View of the main rupture area showing model-predicted uplift in comparison with coseismic uplift inferred from seafloor GPS 2,3 or OBP 4 data. The slip model shown in this figure represents an earthquake of M w =9.02 if rigidity is assumed to be 40 GPa. The slip distribution is not obtained by inversion but is based on hand-extrapolating the slip distribution shown in Fig. 3a and Supplementary Fig. 5a. The forward modeling of surface displacements is done with the same mesh as shown in Supplementary Fig. 2. The purpose is not to fit all the geodetic data, but to show that the magnitude of seafloor displacements is consistent with most data, especially the ODB data at site TJT1. A more complete understanding of the heterogeneous shallow slip distribution would require more near-trench observations.

Supplementary Table 1 Rupture models of the Tohoku-oki earthquake obtained by including seafloor GPS data Model No. Reference (Ref No.) Data used Seafloor GPS sites Peak slip* 1 Gusman et al., 2012 (5) 2 Hooper et al., 2013 (6) 3 Iinuma et al., 2012 (7) 4 Imakiire and Koarai, 2012 (8) 5 T. Ito et al., 2011 (9) 6 Y. Ito et al., 2011 (4) 7 Kubo and Kakehi, 2013 (10) 8 Kyriakopoulos et al., 2013 (11) 9 Lee et al., 2011 (12) 10 Minson et al., 2014 (13) 11 Ozawa et al., 2012 (1) 12 Perfettini and Avouac, 2014 (14) 13 Pollitz et al., 2011 (15) 14 Pulvirenti et al., 2014 (16) 15 Romano et al., 2014 (17) Tsunami (seafloor pressure and tide gauge), land and seafloor GPS Land and seafloor GPS, tsunami (seafloor pressure gauges), satellite altimetry Land and seafloor GPS, seafloor pressure sensors Peak slip along the used (m) corridor (m) 5 sites 42.0 37.5 5 sites 78.7 63.4 7 sites 87.9 83.0 Land and seafloor GPS 5 sites 59.2 54.1 Land and seafloor GPS 3 sites 59.8 31.0 Seafloor pressure and acoustic ranging records Teleseismic body waves, land and seafloor GPS Land and seafloor GPS (FEM inversion) Teleseismic waves, land and seafloor GPS, strong motion High-rate GPS, land and seafloor GPS, tsunami 1 site 80.0 80.0 5 sites 42.9 39.9 5 sites 39.2 35.9 5 sites 56.1 52.0 7 sites 73.8 47.4 Land and seafloor GPS 7 sites 64.0 48.0 Land and seafloor GPS 6 sites 53.6 49.2 Land (including very far field) and seafloor GPS 5 sites 38.5 35.5 Land and seafloor GPS 5 sites 35.1 30.3 Land and seafloor GPS, tsunami (DART, coastal wave, seafloor pressure gauges) (FEM inversion) 7 sites 44.7 31.1

16 Shao et al., 2012 (18) 17 Silverii et al., 2014 (19) 18 Wang et al., 2012 (20) 19 Wang et al., 2013 (21) 20 Wei et al., 2012 (22) 21 Wei et al., 2014 (23) 22 Yokota et al., 2011 (24) 23 Yue and Lay, 2013 (25)** 24 Zhou et al., 2014 (26) Teleseismic, local strong motion, land & seafloor GPS 5 sites 63.5 60.5 Land and seafloor GPS 7 sites 57.7 49.0 Land and seafloor GPS, InSAR 5 sites 49.9 48.7 Strong motion (K & KiK nets), land and seafloor GPS Strong motion, land and seafloor GPS, DART data Tsunami (open ocean GPS buoy), land and seafloor GPS Strong motion, teleseismic, land and seafloor GPS, tsunami High-rate GPS, teleseismic P wave, Rayleigh wave, seafloor GPS 5 sites 47.6 46.5 5 sites 48.0 44.8 5 sites 48.7 37.7 5 sites 35.3 30.8 5 sites 70.4 41.7 Land and seafloor GPS 7 sites 53.0 46.5 * The peak values were obtained from the original finite fault slip models. ** Updated version of this model available on SRCMOD website is used in this work.

Supplementary Table 2 Rupture models of the Tohoku-oki earthquake obtained without using seafloor GPS data Model No. Rupture model Data used Peak slip* (m) Peak slip along the corridor (m) 25 Ammon et al., 2011 (27) 26 Bletery et al., 2014 (28)** 27 Diao et al., 2013 (29) 28 Frankel et al., 2013 (30) 29 Fujii et al., 2011 (31) 30 Hayes, 2011 (32) 31 Ide et al., 2011 (33) 32 Lay et al., 2011 (34) 33 Maeda et al., 2011 (35) 34 Maercklin et al., 2012 (36) 35 Melgar and Bock, 2015 (37) 36 Miyazaki et al., 2011 (38) 37 Ozawa and Fujita, 2013 (39) 38 Saito et al., 2011 (40) 39 Satake et al., 2013 (41) Teleseismic P wave, Rayleigh wave, high-rate GPS 40.0 35.4 High-rate GPS, strong motion, teleseismic waves, tsunami, land GPS 64.0 48.4 Land GPS 45.8 44.2 Strong motion and High-rate GPS 65.6 62.1 Tsunami (coastal tide gauge, offshore GPS wave, pressure gauge, open ocean buoy) 47.9 41.9 Teleseismic body and surface waves 33.5 31.9 Teleseismic waves (empirical Green s function) 30.7 23.4 Teleseismic P wave 58.1 55.6 Tsunami (coastal tide gauge, seafloor pressure gauge) Accelerometer (strong motion) (back projection) High-rate GPS, strong motion, tsunami (wave gauge) 57.0 57.1 54.8 29.5 61.7 55.7 Land GPS 34.2 33.0 InSAR, land GPS 28.7 28.4 Tsunami (pressure gauge, GPS wave gauge) Tsunami (open ocean buoy, coastal tide gauge, pressure gauge) 33.4 24.0 69.1 58.9

40 Satriano et al., 2014 (42) 41 Simons et al., 2011 (43) 42 Suzuki et al., 2011 (44) 43 Yagi and Fukahata, 2011 (45) 44 Yamazaki et al., 2011 (46) 45 Yoshida et al., 2011 (47) Teleseismic P wave (back projection technique) Land GPS, tsunami (open ocean buoy) Low frequency (0.01 0.125 Hz) strong motion 56.5 52.9 59.7 38.0 48.3 45.5 Teleseismic P wave 51.2 45.6 Teleseismic P wave, Tsunami (GPS buoy, wave gauges, open ocean Buoy) 70.3 66.7 Strong motion 46.9 23.5 * The peak values were obtained from the original finite fault slip models. ** Seafloor GPS data were testing purpose only, not used in the preferred model.

Supplementary Table 3 SDB models presented in this paper* SDB Model ODB to fit Average slip Slip gradient** Depth adjustment*** Optimal 1999-2011 MY102 Huge slip 1999-2011 MY102 Slip increase 1999-2011 MY102 Slip decrease 1999-2011 MY102 2004 2004-2011 MY102 North track 1999-2011 MY101 RMS deviation Figure Number 62.0 5.0 5.0 8.481 3 90.0 5.0 0.0 8.948 S4 62.0 25.0 6.0 8.651 6 62.0-15.0 4.0 8.731 7 52.0-12.0 1.1 8.116 S3 42.0 20.0 0.5 10.589 S5 * Slip, depth adjustment, and RMS deviation are all in meters. ** Slip gradient is given as linear change (m) over the most near-trench 40 km. Positive values indicate increase towards the trench. *** Given the average slip and slip gradient in each model, the listed depth adjustment is the optimal value (for obtaining the lowest RMS deviation).

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