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Journal : STATISTIKA

Addressing Autocorrelation in Aquaculture Data: A Canonical Correlation Analysis of Water Quality and Shrimp Growth Supriatin, Febriyani Eka; Rahmawati, Aulia; Dailami, Muhammad
Statistika Vol. 25 No. 2 (2025): Statistika
Publisher : Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/statistika.v25i2.8387

Abstract

Abstract. This study evaluates the multivariate relationship between shrimp pond water quality and vannamei shrimp growth using Canonical Correlation Analysis (CCA) with autocorrelation handling. Observational data was collected from 13 ponds (3 visits/pond; N = 39) in Banyuwangi (DOC 32–50; Nov 2022–Jan 2023), encompassing pH, temperature (Temp), dissolved oxygen (DO), Average Body Weight (ABW), and Specific Growth Rate (SGR). Diagnosis indicated residual autocorrelation, so CCA inference was made robust through cluster bootstrap per pond (B = 2000), partial CCA controlling for Visit, and within-approach (demeaning per pond), as well as being triangulated with mixed-effects models and GEE AR(1). The first canonical root was significant (ρ1 = 0.648; Wilks’ Λ = 0.541; p = 0.0015) and stable based on bootstrap (median ρ1 = 0.692; 95% CI 0.340–0.894). Canonical loading shows Temp as the main contributor on the water quality side (supporting pH, low DO), while SGR dominates on the growth side and is in the opposite direction to ABW. The redundancy index indicates a moderate level of cross-set explanation (Y from X = 13.7%; X from Y = 36.8%). These findings underscore the importance of daily temperature stability (supported by pH stability) and DO monitoring in shrimp farm management.
Co-Authors Abdurahman Abdurrahman Abhanda Amra Adimahsyaf, Nur Fadhilah Adinda, Marsaa Alyaa Aufaa Agustini, Ferina Ahadi Sulissusiawan Akhmad Dasuki Ali Ismail Alim, Muhammad Bachrun Althalets, Fareis Amir Hamzah Andreas, Kukuh Ani Nur Aeni, Ani Nur Anindita, Fayaza Aqila Ansar, Shafira Salsabil Auliyya Aprilia, Rennanti Lunnadiyah Apriyenti, Apriyenti Ardipratiw, Lintang Ari Susanto Aries Tika Damayani, Aries Tika Arif Widagdo Ariyanti, Sheilla Putri Arrahman, Radhitya Dhimas Asmendri Asmendri Asriani, Lili Ating Yuniarti Aulia Rahman Azzahro, Shafira Barliansyah, M. Khajar Barokah, Mantep Bay, Rani Laxmi Buana, Sekar Fatima Permata Bustamam, Risman Chilyatuh Chilmiyah, Nur Dalima, Marisa Novita Angelin Dedi Siswanto Dewi, Ferra Listya Sandra Dian Febrinal, Dian Dita Yuliastrid Dodyawan, Dodyawan Dyah Ayu Wulandari Eka Nurhidayat Endah Wahyuni Erdi Suroso Fadhilah, Fara Fadhlilah, Faiz Fadjeri, Akhmad Falah, A Mudhoffar Shaddiq Al Fanaba, Yunus Khoirun Faqih Udin Faqih, Abd Raheem Fatmawati, Nurlaila Fatrisna, Yuli Fauzobihi, Fauzobihi Febriyani Eka Supriatin Febriyanti, Syafrida N. Fijriati, Fijriati firharmawan, Hastri Fitrianingsih, Dewi Hanifah, Diva Salma Hayati, Tuti Nur Hidayah, Eva Nur Hilda Laela, Cahya Husnul Khatimah Ika Ratnaningrum Ikrimah, Awalia Latifa Mayda Indah, Diska Indrawati Yuhertiana Irawadi, Hermen Irawan, Pristanto Ria Irvan, Moh.Farizqo Isnaeni, Shifaniya Izaak, Wilma Cordelia Jamilus Jamilus Julia Armaningrum, Faradhiba Jumino Jumino Juniati, Dhea Desvita Kamila, Adinda Zulfa Khaerunnisa Nur Fatimah Syahnur Khasanah, Putri Yatun Kholimah, Zahrotun Siti Nur Komalasari, Anita Krisanjaya, Krisanjaya Kurotul Aeni Kusuma, Dhoni Kusumo, Yudiwanti W. E. Linayati, Linayati - M. Ali Fikri Maghfiroh Maghfiroh Maria, Yuli Maulana, Gilang Drajat Maulida, Adzkia Ma’wah, Nuril Mubarok, Muhammad Nasim Muhammad Ardiansyah Muhammad Dailami, Muhammad Muhammad Fazis MUHAMMAD SHOLEH Musarofah, Zul Musyafa, Nasyith Nabilah, Aviana Zuhrotun Nardiansyah, Afrie Novita , Marisa Novitasari Novitasari Nugroho, Rahmat Joko Nur Hidayati Nur Khalimah, Zahrotun Siti NurAfni NurAfni Nurlaila Fatmawati Oktawira, Leni Peachilia, Ifally Pramesia Putri Pitaloka, Dicka Galuh Poppy Febriana Prasetyo, Aldi Pratiwi, Hatirah Putri Purnama, Candra Adi Putri Andini, Putri Putri, Farikha Diah Andini Hernowo Putri, Yuki Amalia Prasetyo Rahayu, Suparmi Setyowati Rahmat Joko Nugroho, Rahmat Joko Ramadani, Sari Riadi, Sonya Gringsing Rinny S Rinny, Rinny Ririn Puspita Tutiasri Risdianto Hermawan Rizal, Miftakhul Rizki, Wahyu Pratama Rizqan, Nur Rudi Saprudin Darwis, Rudi Saprudin S, Rinny Sabrina, Amel Putri Saeful Anwar, Saeful Sahadi Humaedi Salma, Kunti Malikhata Samara, Syifania Hanifah Saputra , Septia Irnanda Saputra, Dimas Andi Sari, Mila Sarnita, Sarnita Satrio, Bagus Sekhudin, Nur Septi Anitasari, Septi Septyningsih, Nurmila Shafira, Hanna Shafira, Nureka Agisna Sianturi, Andre Soaloon Sibawaihi Sibawaihi Silfia, Galuh Iga Sri Andayani Sri Hidayati Sri Rahmi Subeki Subeki Sucahyati, Diarany Sufitri, Ayu Supriatin, Febriyani Eka Syafingi, Tri Wahyu, Imam Syafruddin Syafruddin Syahputra, Dimas Nur Alim Syambasril . Syaripah Taufik Hidayat Teddy Asmara Tinadi, Silvy Felecia Putri Tofik, Akhsan Tommy fimi putra, Muhammad Toto Rusianto Tri Yusufi Mardiana Ulin Nuha, Ulin umi barokah Utomo, Tanto P. Valenta, Arya Venty Meilasari Wahyu, Asisda Waluyadi Waluyadi Wardani, Risma Wahyu Widia, Ida Widiatmoko, Sigit Wijayanti, Dyah Nuri Winarsih, Windu Zahidah, Almyra Zuhdi, Rasyid