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Journal : Media Statistika

MODELING OF SEA SURFACE TEMPERATURE BASED ON PARTIAL LEAST SQUARE - STRUCTURAL EQUATION Miftahuddin, Miftahuddin; Putri, Retno Wahyuni; Setiawan, Ichsan; Oktari, Rina Suryani
MEDIA STATISTIKA Vol 14, No 2 (2021): Media Statistika
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/medstat.14.2.170-182

Abstract

Variability of Sea Surface Temperature (SST) is one of the climatic features that influence global and regional climate dynamics. Missing data (gaps) in the SST dataset are worth investigating since they may statistically alter the value of the SST change. The partial least square-structural equation modeling (PLS-SEM) approach is used in this work to estimate the causality relationships between exogenous and endogenous latent variables. The findings of this study, which are significant indicators that have a loading factor value > 0.7 are as follows: i) sea surface temperature (oC) as a measure of the latent variable changes in SST, ii) wind speed (m/s) and relative humidity (%) as a measure of the latent variable of weather, and iii) air temperature (oC), long-wave solar radiation (w/m2) as a measure of climate latent variables. The size of the Rsquare value is influenced by the number of gaps. The results of the boostrapping show that the latent variables of weather and climate have a significant effect on changes in SST which are indicated by the value of tstatistics > ttabel. The structural model obtained Changes in SST (η) = -0.330 weather + 0.793 climate + ζ. The model shows that the weather has a negative coefficient, which means that the better the weather conditions, the lower the SST changes. Climate has a positive coefficient, which means that the better the climate, the SST changes will also increase. Rising sea surface temperatures caused by an increase in climate can lead to global warming, impacting El-Nino and La-Nina events.
Co-Authors A Zaenurrosyid A.A. Ketut Agung Cahyawan W Ade Davy Wiranata Adi Mulsandi Adiputra, Adiputra Af'idah, Af'idah Afrilianti, Anggi Ahmad Ahmad Alves, Livia Aman Aman Amik Nadziroh Amir, Syafiq Andana, Muhammad Lingga Andika Triansyah Anggraini, Tiara Citra Annisa, Laura Aqriansyah, M. Yani Arfaton, Arfaton ari, ari susetiyo Ariyansyah, Riyan Azhary, Dany Azizatul Inayah Azni Azni, Azni Azwana Azwana Baihaqi, Moh. Hamdan Baiti, Desi Nur Bakri, Muammar Binari, Susilawati budiyono saputro, budiyono Bunari, Bunari Chusnul Chotimah Damayanti, Silviyana Danar Widiyanta Darmawati Darmawati Davy Wiranata, Ade Dheny Wiratmoko Dianis Izzatul Yuanita dianis, dianis izzatul yuanita Dilla, Putri Paras Dwi Yuliantri, Rhoma Dyah Kumalasari Eddy Gunawan, Eddy Effendi, Muchammad Irfan Ernawati, Atis Ika Fadhil, Rahmat Fadli, Muhammad Rijal Faizaturohmah, Siti Nida Fajar Indriyani Fauzi, Moh Ali Febriana_Hediyanti, Luthfia Fikri, Asyrul Firdaus, Dede Wahyu Fitriyah Fitriyah Fitriyah, Minantika Gunadi, Reza Gunartati, Gunartati Habibis Saleh Hafifatunnur, Hafifatunnur Hafis, Muhammad Hajairin Hakim, Nur Halim, Hendra Hamdani, Reza Renggana Hariyadi, Hariyadi HARMANTO, ADI Herdin, Yulia Hi. Abdul Qayum, Abdul Rahman Hidayatus Sholihah Huda, Muhammad Chairul Ichsan Setiawan Ida Ayu Oka Suwati Sideman Ika Ernawati, Atis Indo Santalia Iqdami, Muhammad Nazil Irfan Hania Irfan, Puguh Jalaluddin Jalaluddin Jannah, Syarifah Raihannatul Jauhar Fajrin, Jauhar Jayanti, Ummi Nur Afinni Dwi Juwita Juwita, Juwita Kartini, Vidya Putri Kurniadiningsih, Rosalia Sitowati Kusbianto, Kusbianto Kusumaningsih, Reni La Ode Ismail Ahmad, La Ode Ismail Laili KS, Isnaniah Lutfia, Iklima M. Fahli Zatrahadi M. Ihsan Ma'mun, Sukron Maftuch, Fais Maghfuri, Safiul Maisaroh Maisaroh Makmun, Akhmad Haqiqi Marsita, Azizah Tri Mau, Leni Marlina Maulana, Fahmi Maulana, Teuku Meilina Bustari Moch Mukhlison Mudjahirin Thohir Muhammad Afif Muhammad Awaluddin, Muhammad Muhammad Haris Riyaldi, Muhammad Haris Muhammad Nashihin Muhsin, Ilyya Murkhana, Murkhana Musli musli Nafiah, Zuhrotun Nandisa, Adelin Nawawi Nawawi Ngudiyono Ni Nyoman Kencanawati Niqie, Mohammad Syah Rizal Nirra Fatmah nirra, nirra fatmah Novelianty, Yusnani novindra . Nunik Pratiwi Nur Azizah Nur, Hakim Nurhayati, Putri Nurjanah, Anisa Siti Nurwijayanti Oktari, Rina Suryani Pinardi, Sofia Pratiwi, Nunik Puji Wulandari Kuncorowati Putri, Retno Wahyuni Rafsanjani, Adnan Rahayu, Leni Sri Rahmad Rahmad Rahmat Fauzi Ramadhan, Afinda Ramadhan, M. Jasuli Ramlah Ramlah Ramza, Harry Ratih Setyaningrum Razak, Faisal Rivan, M. Rizkya Alfahrezy, Rafly Rocha, Thiago Rosalina Rosalina S Puyu, Darsul Sa'adi, Sa'adi Salam, Afdus Saputra, Aldi Saputro, Pradata Ardi Sa’adi, Sa’adi Shodikin, Eko Ngabdul Sinduningrum, Estu Sitompul, Ariman Sofia, Sofia - Soriente, Antonia Sri Susanti Suhaimi Suhaimi Sulistyorini Sulistyorini, Sulistyorini Sumirah Sumirah Suratmin, Hariangga Aqil Wiryandika Suroyo Suroyo Syafiq, Amirul Syahputra, Ahmad Benny Syahputra, Rizaldy Syarif Arkiang, Bachder Taufiqur Rohman Ulfazah, Yernati Wahdaniyah, Nia Wahyudi Wahyudi Wanda Ndapa, Damianus Widodo, Muh. Adnan Widodo, Muhammad Adnan Wijaya, Roma Wulandari Wulandari Yeni Rahayu Yuliantri, Rhoma Dwi Yuliantri, Rhoma Dwi Aria Yurnalis Yurnalis Yuspiah, Eka Fitriani Yusriyadi Yusriyadi Zakaria, Nurhijrah Binti Zakariah, Asril Amirul Zuhry, Salman