Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation

María del Carmen Heras-Sánchez; José Eduardo Valdez-Holguín; Raúl Gilberto Hazas-Izquierdo

doi:10.1007/978-3-030-10448-1_16

Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation

María del Carmen Heras-Sánchez, José Eduardo Valdez-Holguín^*, Raúl Gilberto Hazas-Izquierdo

^*Corresponding author for this work

Departamento de Investigaciones Científicas y Tecnológicas

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Aiming to gain insight into probable climate change regime in the Gulf of California, a spatiotemporal simulation of sea surface temperature (SST) for the years 1998–2015 based on monthly satellite images with spatial resolution of 4 km was undertaken. In addition to SST’s time series, El Niño Southern Oscillation (ENSO) Multivariate Index (MEI) and monthly standardized SST anomalies (SSTA) for the study area were further taken in consideration. Arrival dates for summer transition, SST ≥ 25 ℃, showed up 15.5 days earlier for the 2007 to 2015 period, with respect to the 1998–2006 period. In contrast, the winter transition, SST < 25 ℃, for such period turned up 3.9 days later, which add up to 20 extra days of summer for this time series. Furthermore, for the later period, the spatial distribution of surface waters with SST > 26 ℃ covered an extra 10% of the Gulf’s area. Additionally, the SST variability showed an annual positive trend of 0.04 ℃, 0.72 ℃ total for the series, according to Theil-Sen trend estimation.

Original language	English
Title of host publication	Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers
Editors	Isidoro Gitler, Jaime Klapp, Andrei Tchernykh, Moises Torres
Publisher	Springer Verlag
Pages	167-181
Number of pages	15
ISBN (Print)	9783030104474
DOIs	https://doi.org/10.1007/978-3-030-10448-1_16
State	Published - 2019
Event	9th International Conference on Supercomputing, ISUM 2018 - Mérida, Mexico Duration: 5 Mar 2018 → 9 Mar 2018

Publication series

Name	Communications in Computer and Information Science
Volume	948
ISSN (Print)	1865-0929

Conference

Conference	9th International Conference on Supercomputing, ISUM 2018
Country/Territory	Mexico
City	Mérida
Period	5/03/18 → 9/03/18

Bibliographical note

Publisher Copyright:
© Springer Nature Switzerland AG 2019.

Keywords

ENSO
Gulf of California
MEI
SST

Access to Document

10.1007/978-3-030-10448-1_16

Cite this

Heras-Sánchez, M. D. C., Valdez-Holguín, J. E., & Hazas-Izquierdo, R. G. (2019). Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation. In I. Gitler, J. Klapp, A. Tchernykh, & M. Torres (Eds.), Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers (pp. 167-181). (Communications in Computer and Information Science; Vol. 948). Springer Verlag. https://doi.org/10.1007/978-3-030-10448-1_16

Heras-Sánchez, María del Carmen ; Valdez-Holguín, José Eduardo ; Hazas-Izquierdo, Raúl Gilberto. / Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015 : Regime change simulation. Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers. editor / Isidoro Gitler ; Jaime Klapp ; Andrei Tchernykh ; Moises Torres. Springer Verlag, 2019. pp. 167-181 (Communications in Computer and Information Science).

@inproceedings{d0fb1ff62ac54a9a9ebb5d680e39d795,

title = "Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation",

abstract = "Aiming to gain insight into probable climate change regime in the Gulf of California, a spatiotemporal simulation of sea surface temperature (SST) for the years 1998–2015 based on monthly satellite images with spatial resolution of 4 km was undertaken. In addition to SST{\textquoteright}s time series, El Ni{\~n}o Southern Oscillation (ENSO) Multivariate Index (MEI) and monthly standardized SST anomalies (SSTA) for the study area were further taken in consideration. Arrival dates for summer transition, SST ≥ 25 ℃, showed up 15.5 days earlier for the 2007 to 2015 period, with respect to the 1998–2006 period. In contrast, the winter transition, SST < 25 ℃, for such period turned up 3.9 days later, which add up to 20 extra days of summer for this time series. Furthermore, for the later period, the spatial distribution of surface waters with SST > 26 ℃ covered an extra 10% of the Gulf{\textquoteright}s area. Additionally, the SST variability showed an annual positive trend of 0.04 ℃, 0.72 ℃ total for the series, according to Theil-Sen trend estimation.",

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Heras-Sánchez, MDC, Valdez-Holguín, JE & Hazas-Izquierdo, RG 2019, Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation. in I Gitler, J Klapp, A Tchernykh & M Torres (eds), Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers. Communications in Computer and Information Science, vol. 948, Springer Verlag, pp. 167-181, 9th International Conference on Supercomputing, ISUM 2018, Mérida, Mexico, 5/03/18. https://doi.org/10.1007/978-3-030-10448-1_16

Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation. / Heras-Sánchez, María del Carmen; Valdez-Holguín, José Eduardo; Hazas-Izquierdo, Raúl Gilberto.
Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers. ed. / Isidoro Gitler; Jaime Klapp; Andrei Tchernykh; Moises Torres. Springer Verlag, 2019. p. 167-181 (Communications in Computer and Information Science; Vol. 948).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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T2 - 9th International Conference on Supercomputing, ISUM 2018

AU - Heras-Sánchez, María del Carmen

AU - Valdez-Holguín, José Eduardo

AU - Hazas-Izquierdo, Raúl Gilberto

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2019.

PY - 2019

Y1 - 2019

N2 - Aiming to gain insight into probable climate change regime in the Gulf of California, a spatiotemporal simulation of sea surface temperature (SST) for the years 1998–2015 based on monthly satellite images with spatial resolution of 4 km was undertaken. In addition to SST’s time series, El Niño Southern Oscillation (ENSO) Multivariate Index (MEI) and monthly standardized SST anomalies (SSTA) for the study area were further taken in consideration. Arrival dates for summer transition, SST ≥ 25 ℃, showed up 15.5 days earlier for the 2007 to 2015 period, with respect to the 1998–2006 period. In contrast, the winter transition, SST < 25 ℃, for such period turned up 3.9 days later, which add up to 20 extra days of summer for this time series. Furthermore, for the later period, the spatial distribution of surface waters with SST > 26 ℃ covered an extra 10% of the Gulf’s area. Additionally, the SST variability showed an annual positive trend of 0.04 ℃, 0.72 ℃ total for the series, according to Theil-Sen trend estimation.

AB - Aiming to gain insight into probable climate change regime in the Gulf of California, a spatiotemporal simulation of sea surface temperature (SST) for the years 1998–2015 based on monthly satellite images with spatial resolution of 4 km was undertaken. In addition to SST’s time series, El Niño Southern Oscillation (ENSO) Multivariate Index (MEI) and monthly standardized SST anomalies (SSTA) for the study area were further taken in consideration. Arrival dates for summer transition, SST ≥ 25 ℃, showed up 15.5 days earlier for the 2007 to 2015 period, with respect to the 1998–2006 period. In contrast, the winter transition, SST < 25 ℃, for such period turned up 3.9 days later, which add up to 20 extra days of summer for this time series. Furthermore, for the later period, the spatial distribution of surface waters with SST > 26 ℃ covered an extra 10% of the Gulf’s area. Additionally, the SST variability showed an annual positive trend of 0.04 ℃, 0.72 ℃ total for the series, according to Theil-Sen trend estimation.

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SN - 9783030104474

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Heras-Sánchez MDC, Valdez-Holguín JE, Hazas-Izquierdo RG. Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation. In Gitler I, Klapp J, Tchernykh A, Torres M, editors, Supercomputing - 9th International Conference, ISUM 2018, Revised Selected Papers. Springer Verlag. 2019. p. 167-181. (Communications in Computer and Information Science). doi: 10.1007/978-3-030-10448-1_16

Sea-surface temperature spatiotemporal analysis for the gulf of California, 1998–2015: Regime change simulation

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Keywords

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