Abstract
The geodynamic complexity in the western Mexican margin is controlled by the multiple interactions between the Rivera, Pacific, Cocos, and North American plates, as evidenced by a high seismicity rate, most of whose hypocenters are poorly located. To mitigate this uncertainty with the aim of improving these hypocentral locations, we undertook the TsuJal Project, a passive seafloor seismic project conducted from April to November 2016. In addition to the Jalisco Seismic Network, 10 LCHEAPO 2000 Ocean Bottom Seismometers (OBSs) were deployed by the BO El Puma in a seafloor array from the Islas Marías Archipelago (Nayarit) to the offshore contact between the states of Colima and Michoacan. We located 445 earthquakes in four or more OBSs within the deployed array. Most of these earthquakes occurred in the contact region of the Rivera, Pacific, and Cocos plates, and a first analysis suggests the existence of three seismogenic zones (West, Center, and East) along the Rivera Transform fault that can be correlated with its morphological expression throughout the three seismogenic zones. The seismicity estimates that the Moho discontinuity is located at 10 km depth and supports earlier works regarding the West zone earthquake distribution. Subcrustal seismicity in the Central zone suggests that the Intra-Transform Spreading Basin domain is an ultra-low spreading ridge. A seismic swarm occurred during May and June 2016 between the eastern tip of the Paleo-Rivera Transform fault and the northern tip of the East Pacific Rise-Pacific Cocos Segment, illuminating some unidentified tectonic feature.
Introduction
The Nayarit, Jalisco, and Colima coasts in the Pacific margin of Mexico are one of the most seismically active areas in North America, in which destructive earthquakes of great magnitude have occurred, generating small local tsunamis. There is also an important seismic gap (Vallarta Gap) on the northern coast of Jalisco (Figure 1). The TsuJal Project () had the objective of studying the seismic and tsunamigenic hazards associated with the interaction of the Rivera plate, Jalisco Block, and the North American plate. This project was conducted in two phases: 1) onshore and offshore active seismic experiments and geophysical surveys, and 2) passive observations of natural seismicity. The second phase sought to characterize the seismicity of the area between the Islas Marías, Bahía de Banderas, and along the Middle America Trench (MAT). We present here the first results for seismicity recorded during the second phase of the TsuJal Project.
FIGURE 1
In addition to the Jalisco Telemetric Seismic Network (RESAJ) (
Previous seismicity studies in the East Pacific Rise and Rivera Fracture Zone using OBS were carried out between March and April 1974 using three OBS in small arrays (
Tectonic Setting
The North American (NOAM), Pacific, Cocos, and Rivera (RP) lithospheric plates interact in the western margin of Mexico (Figure 1), but the seismotectonic processes are still not fully understood. In this region, a tectonic unit exists, known as the Jalisco Block (JB) (
Recent studies (
The atypical Rivera-Pacific-Cocos plate boundary is considered to be a transform fault with a complex stress pattern, which many authors have studied (e.g.,
From bathymetry,
Data Processing and Seismic Analysis
During the study period, the Jalisco Telemetric Seismic Network (RESAJ) operated 20 seismic stations in the region, using the Antelope system to acquire, process and store data in real-time. This system also provided automatic preliminary locations, using the iasp91 P-wave velocity model, in real-time. Afterward, a seismologist reviewed P and S pickings. However, the depths of the earthquakes were deeper than expected because the iasp91 model is not suitable for this complex tectonic setting. The earthquakes were relocated using Hypo71 and a suitable velocity model; locations and readings (P and S) were integrated into a database.
Data recorded by the TN network were downloaded directly and included in the Antelope system monthly, integrating with those obtained from RESAJ network. At the end of the experiment, a database (Land) was generated with the records of both networks. The OBS data required a post-processing stage that took more time to be integrated into a database in the Antelope system. Our seismic databases (Land and OBS) include the seismicity from May 1 to October 17, 2016. For this first analysis, we follow the same methodology used by RESAJ in on-land recent studies (
Earthquakes registered by the OBS array were identified using the Antelope system (
FIGURE 2

Seismic traces corresponding to May 7, 2016, earthquake at 00:18 recorded by (A) Ocean Bottom Seismometers (OBS) and (B) Temporary seismic (TN) and RESAJ networks. Stations ordered from nearest (OBS10) to the furthest (TS06L) to the earthquake.
The preliminary results using the Antelope OBS locations establish two main seismogenic areas. The first one corresponds to a longitudinal area where the seismicity is distributed along the RT, slightly shifted NW of the tectonic feature. In contrast, the second seismogenic region corresponds with an area between the eastern tip of the PRT and the northern tip of the EPR-PCS, defined as the Pacific-Cocos zone (PCZ), where epicenters are aligned in a SE–NW direction. Some events are observed on the west side and parallel to MAT. Scarce seismicity was identified in the Islas Marías area; those identified show hypocenter depths between 25 and 50 km or deeper. These values are questionable for the oceanic crust, and therefore the mismatch in the depths may be due to the P-wave velocity model (iasp91) used by Antelope, combined with the network distribution. We decided not to use Antelope locations for the analysis.
To analyze the quality of the earthquake locations, we studied the seismic sequence that occurred between May 7 and May 10 in the PCZ using both databases (Land and OBS). This seismic sequence is in an area in the vicinity of four OBSs. On May 7, at 00:18, an earthquake Mw = 5.5 occurred, followed by a second earthquake Mw = 5.2 occurred at 01:06. We located this swarm using Land database as routinely RESAJ does with Hypo 71, using the P-wave velocity model VJB01 (Figure 4A) (
FIGURE 3

Locations of the seismic sequence occurred on May 7–10, 2016 (86 earthquakes) with Antelope and Hypo-71. (A) Epicentral map (fill color proportional to depth), where square symbols denote earthquakes located with OBS data located using Antelope system and velocity model iasp91. In contrast, circles represent the RESAJ and TN data locations using Hypo-71 and P-wave velocity model VJB01 (
To improve OBS locations, we adjust a 1D P-wave velocity model using the Rivera crustal velocity models proposed by
FIGURE 4

(A) Comparison between P-wave velocity models VJB01 and SVRV01. Model relocation errors for OBS data using Hypo71 with SVR01 velocity model: (B) RMS; (C) ERH; (D) ERZ.
FIGURE 5

(A) Epicentral map showing the May 7–10, 2016 swarm (86 earthquakes) located with Hypo-71 using OBS data and P-wave velocity model SVR01. The white lines are the projection of seismicity throughout P1 and P2 transects with a width of 20 km; (B) Cross-section along P1 line; (C) Cross-section along P2 line. Abbreviations as for Figure 1.
Localization tests were made with Hypo71 joining both databases (OBS and Land) and using both velocity models. The results were unsatisfactory, the solutions did not always converge, and the residuals were very high. To evaluate the use of Land data at this stage of the process, we used as master events this earthquake swarm (86 Eq.) located with OBS data using Hypo71 and SVR01 velocity model, eliminating solution weight for the Land stations. In this case, we observed that the stations in the range of 140–240 km from the epicentral zone had residuals of the P wave arrival times less than −1.0 s; distances greater than 330 km yielded residuals greater than 1.0 s (Figure 6). These differences result from the seismic wave pathways that traverse strong lateral velocity variations in the continental crust. This indicates that additional corrections should be applied for each seismogenic area to use on-land data. In the case of OB08 and OB11, located on the North American plate near the trench, the average residuals of the P-wave are −0.51 and −0.32 s, respectively, indicating that structure imposes a little significant effect on these OBSs (Figure 6).
FIGURE 6

P-wave residuals for the OBS, RESAJ, and TN stations from Hypo71 locations using OBS data and model SVR01.
The OBS dataset was relocated using Hypo71 and model SVR01, obtaining a total of 445 relocated earthquakes (Figure 7). The event distribution is similar to that obtained with Antelope, but epicenters now correlate more closely with known tectonic features. Not all the seismogenic areas have the same station coverage, so each will exhibit its uncertainty challenges and should be processed separately. However, this study processed all similarly, and the RMS, ERH, and ERZ errors for the region were within our chosen tolerances (Figures 4B–D). Figure 8 shows the cross-sections at RT and PCZ, where important changes are observed in in-depth distribution for both areas. Most hypocenters were located between 0 and 10 km depth, agreeing with depths expected within the oceanic crust. Nevertheless, a second group is observed at depths between 15 and 25 km, suggesting activity in the lithospheric mantle.
FIGURE 7

Hypocentral map of the seismicity recorded from May 1 to October 17, 2016, using OBS (green triangles) database and relocated with Hypo-71 and SVR01 P-wave velocity model. The A1974 gray rectangle denotes the position of the study area (a) reported for
FIGURE 8

Seismicity projections along P1, P2, P3, and P4 transects, whose locations are shown in Figure 7. (A) Hypocentral cross-section along line P1; (B) Hypocentral cross-section along line P2; (C) Hypocentral cross-section along line P3, ITSB: Intra-Transform Spreading Basin. LTB: Leaky Transform Basin (
Results and Discussion
More than 400 earthquakes were located in the study region from May 1 to October 17, 2016. The seismic data obtained with the nine OBS temporary array will provide new and valuable information on the tectonics of the Rivera plate and its interaction with the Jalisco block, Pacific and Cocos plates. Our work analyzed regions exhibiting the most seismic activity during the study period, corresponding to the Rivera Transform (RT) and the Pacific-Cocos zone (PCZ).
Despite the tectonic complexity of our study region, it is possible to deem the Rivera plate as a quasi-homogeneous structure. Considering that all the stations, except OB08 and OB11, were in the interior of this plate and seismicity is also located within it or at its edges, we use the SVR01 P-wave velocity model for event location at this processing and analysis stage.
The temporary network array design sought to record seismicity along the Islas Marías Archipelago, Bahía de Banderas, and the Middle America Trench, but events were scarce in those regions. The seismicity recorded in RT is mainly outside the network, resulting in a wide azimuthal station gap, so we must consider a thorough investigation to understand better the different seismogenic zones identified. The distribution of stations is oblique to the RT; however, it intersects this structure, providing reasonable control of earthquake locations along the tectonic edge. Also, S-wave readings for those events help constrain the depths, and their location uncertainty is reduced by the position of OB04 (Figure 1).
The relocation of the May swarm (Figures 3, 5) indicates that estimated locations of Rivera plate seismicity using on-land stations are shifted ∼50 km to the northwest. In Figure 9, we compare the locations of the six earthquakes reported by the USGS for this period with the OBS data locations. These events are also shifted between 30 and 50 km in the northwest direction, except for the earthquake (3), which is 50 km to the southeast.
FIGURE 9

Comparison between earthquake locations reported by the USGS and those obtained with the OBS network for our study period. (1) May 7, 00:18 MW = 5.6; (2) May 7, 01:05, MW = 5.0; (3) June 1, 08:30, MW = 5.4; (4) Jun 2, 02:23, MW = 5.4; (5) June 7, 10:31, MW = 6.3; and (6) June 7, 10:51, MW = 5.5.
We can observe some general features from this location study (Figure 7). The RT exhibits three active segments, or seismogenic zones, from east to west 1) the RT-E between the Moctezuma Spreading Segment and Moctezuma Trough; 2) The RT-C from Moctezuma Trough to −108.25°; and 3) The RT-W from −108.25 to −109.10°. The most active area is the intersection of Moctezuma Trough with RT. Another seismogenic zone is the PCZ, where the epicentral distribution is more compact and aligned to the SE-NW. Seismicity parallel and west of MAT is also observed. Near the Islas Marías, two alignments perpendicular to Islas Marías Escarpment, NW, and SE of Maria Madre Island are identified.
Hypocentral depths (Figure 8) range primarily from 0 to 10 km depth, suggesting crustal thickness of 10 km in both areas, PCZ and RT. An additional hypocentral distribution between 14 and 18 km is observed in PCZ (Figures 8A,B). The three sections along the RT (RT-W, RT-C, RT-E) are distinct (Figure 8C). At the RT-E section (Figure 8C), most depths range from 0 to 10 km. In the RT-C section, most of the events are located shallower than 10 km, but hypocenters greater than 15 km depth are observed. In the RT-W section, we observe very shallow seismicity. Figure 8D shows the subcrustal seismicity is SW of the RT, and the shallow seismicity is NE of the RT (see P3 mark as reference).
The seismogenic zones identified in this study correspond to three different domains that divide RT, determined from morphological studies (
A monthly analysis allows us to study the seismicity that occurred in the region in more detail, identifying temporal patterns, swarms, mainshock-aftershock sequences, and possible migration activity. In May (Supplementary Figure S1), the most active area was the PCZ, where the May 5–7 mainshock-aftershock sequence with an alignment SW-NE was observed; this is also observed in Supplementary Figures S2A,B. The first earthquake 1) MW = 5.6 was located 7.5 km deep, and the 2) MW = 5.2 at 2.4 km. Along the RT, the most active area was the intersection of RT with Moctezuma Trough, which marks the limit between RT-E and RT-C; perpendicular alignments were also observed to Islas Marías Escarpment at María Madre Island.
On June 1 (Supplementary Figures S3, S4), a MW = 5.4 earthquake 3) occurred at 0830 GMT, located at a depth of 1 km between the PCZ and the Moctezuma Spreading Segment. This event was followed by another earthquake 4) MW = 5.8, which took place on June 2 at 0223 GMT and located SW of the May alignment, on the edge of the PCZ at 3.3 km depth. A new seismic sequence began on June 7 inside of the PCZ at the eastern tip of Paleo-Rivera Transform, with an earthquake 5) MW = 6.3 occurred at 1051 GMT located 1 km deep, followed by another earthquake 6) at 1058 GMT in the same area, with a magnitude MW = 5.5 and hypocenter depth of 8.1 km. The sequence consisted of 28 earthquakes for the period June 7–22 along a NS alignment. Moreover, we observed that seismicity is shallow along the RT-W area; meanwhile, at RT-C, it is deeper.
The seismicity observed in July is minimum in both areas (Supplementary Figures S5, S6). In August, the most active area is the intersection between RT and Moctezuma Trough (Supplementary Figures S7, S8); again, there is shallow seismicity at the RT-W area; meanwhile, the seismicity is deeper at RT-C and SE of RT. No seismicity was located at the PCZ in September (Supplementary Figures S9, S10). The most active area is the western tip of the RT-W, showing the same pattern of shallow seismicity at the RT-W and deeper seismicity at RT-C. The seismicity for October 1–17 periods is shown in Supplementary Figures S11, S12, where the most active area is located at the intersection of RT-C with Moctezuma Trough, which marks the border of RT-C with RT-E.
Conclusion
The data analysis recorded during the TsuJal Project represents the first inspection at an onshore-offshore data acquisition and investigation in the region. Our catalog and waveform database will provide the opportunity to advance our knowledge moving forward significantly. This study supports previous findings of a 10 km deep Moho and confirms previously observed seismic patterns at the RT-E zone (
Due to the tectonic complexity of the region, a more extensive and detailed study would be warranted. This study will improve the earthquake locations using more advanced methods, including 3D processes, and add land and island stations with appropriate station corrections and velocity models. The use of waveform analysis techniques (cross-correlations) will also improve and expand the catalog. Focal mechanism calculations will allow understanding the tectonic complexity of each identified seismogenic areas.
The study highlights the critical need for permanent OBS networks to monitor oceanic seismogenic regions adequately; this is particularly important in areas hosting potentially hazardous seismic activity, where significant crustal variability degrades confidence in seismic observations using land-based stations alone.
Statements
Data availability statement
All geophysical data collected by OBS, TN and RESAJ are in a database at the Research Group CA-UDG-276 SisVOc. The data may be available for collaborative research projects between CA-SisVOc and other interested institutions by specific agreements. For more information, please contact the corresponding author.
Author contributions
FN-C: Conceptualization, methodology, investigation, conclusion, and original draft preparation. DC: Conceptualization, methodology, investigation. WB: Investigation, formal analysis, writing - original draft. JD: Conceptualization, methodology, investigation. EA: Software, Data processing. DN: Investigation, formal analysis, writing original draft, conclusion. CS: Investigation, formal analysis.
Funding
This research was funded by: CONACYT–FOMIXJAL 2008–96567 (2009); CONACYT–FOMIXJAL 2008–96539 (2009); CONACYT–FOMIXJAL 2010–149245 (2011); CONACyT-FOMIXJal (2012-08-189963) (MEXICO); CGL (2011-29474-C02-01) DGI Plan Nacional I + D + i (España). NOC Cruise JC098, RRS James Cook UK; B.O El Puma Campaigns, CABO-CIC-UNAM: JGAP2012, JGAP2013 Leg1 and Leg2; JGAP2016 Legs 1 and 2 Cruises.
Acknowledgments
The authors gratefully acknowledge Charlotte Rowe for her valuable suggestions, including the English grammar revision that notably improved this article and Claudia B. M. Quinteros Cartaya for her help with the Generic Mapping Tools figures. The authors thank Dr. Carlos Mortera, Cruise Chief, the Captain, and the crew of the B.O. El Puma (UNAM) for the support and facilities granted. Our special thanks to Francisco Ponce Núñez for technical support onboard B.O. El Puma. We gratefully appreciate the efforts to secure the ship-time to Dr. Arturo Iglesias Mendoza and Dr. William Lee Alardin for granting ship-time for JGAP2016-LEG2. Some figures were generated using the Generic Mapping Tools (GMT-6;
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/feart.2021.738515/full#supplementary-material
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Summary
Keywords
OBS, Rivera transform, Rivera plate, Cocos plate, Jalisco block, amphibious seismic network
Citation
Núñez-Cornú FJ, Córdoba Barba D, Bandy W, Dañobeitia JJ, Alarcón Salazar JE, Núñez D and Suárez Plascencia C (2021) The TsuJal Amphibious Seismic Network: A Passive-Source Seismic Experiment in Western Mexico. Front. Earth Sci. 9:738515. doi: 10.3389/feart.2021.738515
Received
08 July 2021
Accepted
14 October 2021
Published
02 November 2021
Volume
9 - 2021
Edited by
Nibir Mandal, Jadavpur University, India
Reviewed by
Shyam Rai, Indian Institute of Science Education and Research, Pune, India
Helen Anne Janiszewski, University of Hawaii at Manoa, United States
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Copyright
© 2021 Núñez-Cornú, Córdoba Barba, Bandy, Dañobeitia, Alarcón Salazar, Núñez and Suárez Plascencia.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Francisco Javier Núñez-Cornú, pacornu77@gmail.com
This article was submitted to Solid Earth Geophysics, a section of the journal Frontiers in Earth Science
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.