Digital Commons Network^™

Future Teachers’ Views On Their Science Teachers: A Case Of Turkey, Mehmet Karakaş

The Qualitative Report

Here future elementary and middle school teachers reflect on their experiences with science teachers encountered throughout their education and highlight their characteristics. The aim of the study was to create a program where teachers were given the explicit opportunity to reflect on their experiences through journaling that promoted reflective thought. Participants were 173 non-science and 120 science major prospective teachers enrolled in a small university in northeastern Turkey. Data were collected using document analysis. Findings show that effective science teachers do experiments, use teaching materials, and show special interest in students; also, their positive personality affected students’ positive attitude towards …

Investigation On The Effects Of Hypoxia-Mimicking Agents In Cancer Progression And Oxidative Stress In Hepatocellular Carcinoma, June Wong Xin Ni

Student Works (2020-2029)

Hypoxia, or oxygen deprivation, is a common pathological feature found in hepatocellular carcinoma (HCC). Hypoxia-inducible factor (HIF) is the master transcription factor of oxygen homeostasis, eliciting a wide range of cellular adaptive responses to either enhance oxygen delivery or reduce oxygen consumption. HIF is primarily regulated by two types of oxygen sensors, the prolyl hydroxylase domain-containing proteins (PHDs) and factor-inhibiting HIF (FIH). In tumours, HIF functions as a double-edged sword whereby it could either promote or hinder tumour progression. This is mainly contributed by the pleiotropic nature of hypoxia and tumour heterogeneity. Recently, there is a growing interest in the …

Gut Microbiome Metagenomics In Clinical Practice: Bridging The Gap Between Research And Precision Medicine, Henok Ayalew Tegegne, Tor C Savidge

Faculty, Staff and Students Publications

Gut microbiome metagenomics is emerging as a cornerstone of precision medicine, offering exceptional opportunities for improved diagnostics, risk stratification, and therapeutic development. Advances in high-throughput sequencing have uncovered robust microbial signatures linked to infectious, inflammatory, metabolic, and neoplastic diseases. Clinical applications now include pathogen detection, antimicrobial resistance profiling, microbiota-based therapies, and enterotype-guided patient stratification. However, translation into routine care is hindered by significant barriers including methodological variability, limited functional annotation, lack of bioinformatics standardization, and underrepresentation of global populations. This review synthesizes current translational strategies, emphasizing the need for hypothesis-driven designs, multi-omic integration, longitudinal and multi-center cohorts, and mechanistic validation. …

Nutrition Support Adequacy In Children With Biliary Atresia After Liver Transplant, Nicole Knebusch, Manpreet Virk, Moreshwar S Desai, Marwa Mansour, Stacey Beer, Brittany Pearo, Kelby Fuller, Krupa Mysore, John Goss, Thomas Fogarty, Fernando Stein, Jorge A Coss-Bu

Faculty, Staff and Students Publications

No abstract provided.

Roblox As Open Text: Identity, Meaning, And Ideology Through Eco’S Semiotics, Yuyus Rustandi, Nanang Sutisna

Paradigma: Jurnal Kajian Budaya

This study examines Roblox as a digital cultural space that constructs and represents adolescent identity through Umberto Eco's semiotic approach. Roblox functions not only as a game platform but also as an open text comprising visual signs, social symbols, and complex narratives. This studi is based on a literature review from nine prior empirical studies, this research analyzes how avatars, virtual environments, Robux economy, and user communities shape diverse systems of meaning. Findings show that Roblox serves as a site for identity construction, simulation of social values, and reproduction of dominant discourses such as capitalism and gender performance. The study …

Personalized Postpartum Interventions And Their Impact On Working Mothers, Mey Elisa Safitri, Aniza Abd. Aziz, Nurulhuda Mat Hassan

Media Kesehatan Masyarakat Indonesia

Exclusive breastfeeding is a critical determinant in maintaining infant health and nutritional status. However, its coverage remains low, particularly among postpartum working mothers. Limited maternal knowledge, lack of family especially spousal support, and low maternal satisfaction are reported key factors contributing to suboptimal breastfeeding practices. This quasi-experimental study employed a non-equivalent control group pre-test and post-test design. It was conducted from January to October 2024 in the working area of the Darussalam Primary Health Center in Medan, Indonesia. A total of 140 postpartum working mothers were purposively selected and divided into two groups: intervention (n=70) and control (n=70). The intervention …

Smart Healthcare Systems Use: A Cross-Cultural Empirical Study Using Valence–Instrumentality– Expectancy Theory, Khaled A. Alshare, Murad Moqbel, Valerie L. Bartelt, Maysoon Sewailem

Information Systems Faculty Publications

In recent years, smart healthcare systems (SHS) spurred by the Internet of things have revolutionized how people manage their health. Despite their numerous benefits, SHS still face many challenges worldwide, including limited user motivation. This study builds on the valence-instrumentality-expectancy theory to examine the motivational factors influencing the use of SHS, while also considering the moderating role of social support. We conducted two studies— one in the United States and the other in Qatar—to assess how well the proposed model applies across different cultural contexts. Our findings show that the model explains users’ motivations to use SHS and the interdependencies …

“Kailan Ka Magkakaanak?” Understanding The Rise Of The Dual Income And No Kids (Dink) Families In The Philippines, Maria Veronica Y. Cervantes, Lucille Beatrice P. Casipit, Stephanie Marie D. Jacob, Sabrina Yunis C. Obispo, Marie_Valen N. Cortez

Sinaya: A Philippine Journal for Senior High School Teachers and Students

The Dual Income, No Kids (DINK) lifestyle is gaining popularity in the Philippines as couples prioritize financial freedom and personal development. It is recognized that in the Philippines, where family-centered values hold significant importance, living a childfree lifestyle remains a rare choice. However, this choice has recently gained attention, reflecting a growing tension between traditional expectations and modern aspirations. Lack of literature on Dual Income, No Kids (DINK) families in the Philippines created a gap in understanding this phenomenon and failed to present how Filipino couples navigate this choice. The study employed a transcendental phenomenological (TPh) approach, which involves understanding …

Bio-Papcz: Corn Starch-Based Composite Bioplastic Reinforced With Pineapple Leaf Fiber (Palf), Zinc Oxide (Zno), And Polyvinyl Alcohol (Pva), Marvin C. Caya, Shervin Austin C. Huang, Jovar Khalel J. Maghari, Ruel M. Levida

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Plastic pollution poses a serious global threat, as petroleum-based plastics persist for centuries, and their surging production of over 450 million tons overwhelms ecosystems (Ritchie et al., 2023). Using a quantitative experimental research design, the study examined the effects of varying concentrations of cornstarch-based bioplastic reinforced with pineapple leaf fiber (PALF), polyvinyl alcohol (PVA), and zinc oxide (ZnO) on the bioplastic’s tensile strength and soil degradability. Sample C2 (ZnO 3.0 %w/w; PVA 9.0 %w/w) demonstrated the optimal tensile properties with a tensile strength of 0.76 MPa and an elongation at break of 6.40%, which was attributed to the addition of …

Effects Of Foam Type And Thickness On Impact Resistance, Thermal Insulation, And Cost-Effectiveness Of Medical Containers For Drone Delivery, Josh Henry C. Soriano, Eriel V. Fonte, Lambertsus S. Novera, Nicolai Paolo B. Villarin, Joel B. Jalon, Jr.

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Accessible healthcare remains a challenge for rural communities lacking reliable infrastructure for medical supply delivery. Delivery drones have recently emerged as a viable alternative, dropping medical containers during flight. However, the effectiveness of different foam types and thicknesses combined with corrugated cardboard as shock-absorbing materials in a medical container for delivery drones has yet to be tested. Thus, this study designed cost-effective containers using corrugated cardboard and multiple foam types and thicknesses, aiming to preserve the integrity of the contents, withstand impact, and control temperatures. Four foam types—polystyrene, polyurethane, polyethylene, and expanded polystyrene (EPS) —were tested at 1 cm, 2 …

Baseline Assessment Of Insect Biodiversity And Distribution In La Salle Botanical Gardens, Pampanga, Philippines, Amir Lyndon Gavriell C. Beup, Kaleela Euan G. Jayson, Alyssa Ira Z. Tan, Ronielle Elisha S. Pascual, Alexi Gabrielle S. Henson, Esperidion Josef P. Ladao Iii, Juan Carlo T. Gumangan

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Insects are crucial for ecosystem functions, such as pollination and food web maintenance. This study aims to assess insect biodiversity in La Salle Botanical Gardens (LSBG) in Porac, Pampanga, focusing on its grassland and forestland areas. Using rapid biodiversity assessment, this study provides baseline data on insect diversity, abundance, dominance, and evenness for conservation. Sampling employed transect line intercept and quadrat methods. Specimens were collected using different collection and preservation techniques. Insects (n = 184) were collected from August to October 2024, with specimens (n = 46) belonging to seven insect orders in the grassland and specimens (n = 138) …

Comparing Individual Vs Mixed Treatments Of Chicken Bone Meal And Crab Shell Meal On The Growth Of Capsicum Annuum (Bell Pepper), Allthur Rudy R. Arroyo, John Rafael V. Capinia, Ethan Jude R. Reyes, Elnathan Jethro B. Sumalbag, Karl Benedict E. Viri, John Ray Cordova Estrellado, Kerry P. Cabral

Sinaya: A Philippine Journal for Senior High School Teachers and Students

The recycling of nutrient-rich food waste reduces reliance on synthetic fertilizers, enhances soil quality, and improves plant growth. Existing studies have demonstrated the effectiveness of food waste, such as bone meal (B) and crab shell meal (S), as fertilizers; however, their combined use has not been investigated. This study aims to evaluate the effect of varying proportions of B and S fertilizers on the growth of Capsicum annuum (bell pepper) employing a random complete block design with 10 treatments (pure B, pure S, and a 50:50 BS mix, each at 7 g, 14 g, and 21 g) plus a control …

Exploring The Metric Dimension Of The Graph Representing A Four-Ring Polycyclic Aromatic Hydrocarbon: Interstellar 1-Cyanopyrene, Andrei Matthew V. Robino, Sebastian Alex C. Traviña, Karl Benedict P. Narag, Mark Anthony B. Casao, Helix Raven C. Llanes, Azriel C. Alejo, Jonel C. Celamor

Sinaya: A Philippine Journal for Senior High School Teachers and Students

A graph's metric dimension is a parameter that denotes the minimum possible number of vertices in a subset that gives each vertex in the graph a unique representation. Despite extensive research on the metric dimension of polycyclic aromatic hydrocarbons (PAHs), there is currently no focused analysis on the metric basis and metric dimension of 1-cyanopyrene. In chemistry, graphs can be used to depict molecular structures. In this study, graph theory, specifically the concept of metric dimensions, is applied to the molecular structure of 1-cyanopyrene, which was detected in space for the first time in 2024. 1-cyanopyrene is a molecule made …

Experiences Of Bukidnon Farmers On The Use Of Carbonized Rice Hulls (Crh) Waste From Biomass Boilers As A Soil Conditioner, Dash Constantine S. Chamen, Queen Loraine D. Ban, Michael Justin O. Eluna, Pole Honson B. Gabitano, Ian Jay P. Saldo, Jhovel Roy D. Calo

Sinaya: A Philippine Journal for Senior High School Teachers and Students

The long-term use of agricultural products that adversely affect soil is a significant issue for farmers. This study explored the potential of carbonized rice hulls (CRH) waste from biomass boilers as a sustainable soil conditioner. The research investigated the specific soil conditioning properties of CRH and explored the lived experiences of nine (9) Bukidnon farmers to correlate their observations with the material’s chemical profile. The composition analysis identified a high silica content and essential micronutrients, such as calcium and magnesium, which act as nutrient restorers and pH regulators. The thematic analysis of semi-structured interviews, four themes emerged to summarize the …

Factors Contributing To Intestinal Parasitic Infestations In Children Attending Primary Private And Public Schools In Central Benghazi, Asmaa A. Alfarisi, Samira S. Garboui, Fawzeia H. Elmhalli, Maha A. Kattou, Suhaila Elabbar, Hajir A. Alabede, Zahrah A. Alawami

Journal of King Abdulaziz University: Medical Sciences

Background: Intestinal parasitic infections (IPIs) among school-aged children are a significant public health issue in many parts of the world, with high prevalence rates in many regions. The study aims to investigate the prevalence and associated risk factors of IPIs among school children.

Materials and Methods: A cross-sectional study was conducted among randomly selected primary school children aged 6 to 9 years in central Benghazi from April to September 2021. Stool samples were collected from 700 schoolchildren and analyzed using the wet-mount technique. Also, questionnaires were distributed, and general information on each child was recorded.

Results: The study revealed a …

An Arabic Version Of The Intuitive Eating Scale-2: Translation And Validation Among The Saudi Population, Eram Albajri, Manal Naseeb

Journal of King Abdulaziz University: Medical Sciences

Background: Eating is a complex behavior in humans, shaped by an interplay of biological, psychological, and sociocultural factors. Tools like the Intuitive Eating Scale-2 (IES-2) offer valuable insights into eating behaviors, but their effectiveness depends on cultural and linguistic adaptability.Objective: In this study, we translated the IES-2 into Arabic and validated its psychometric properties among a large Arabic-speaking sample in Saudi Arabia.Methods: The IES-2 was translated using the forward-backward translation approach. The final translated version was distributed online to a convenient sample of the Saudi population. Exploratory factor analysis was performed to examine the construct validity of the …

Menstrual Changes Following Covid-19 Vaccination Among Outpatient Reproductive-Age Visitors At King Abdulaziz University Hospital: A 2023 Cross-Sectional Study In Jeddah, Saudi Arabia, Abdulrahman T. Abudawood, Iman M. Wahby, Hala A. Bagabir, Najla M. Almudayni, Alya N. Alkhunaizi, Asma A. Alfarsi, Taghreed F. Alnahari

Journal of King Abdulaziz University: Medical Sciences

Background: The potential link between COVID-19 vaccination and menstrual disturbances has raised significant concern. Women who have experienced menstrual changes are apprehensive about receiving booster doses due to concerns about the duration of these side effects.

Objectives: To determine whether COVID-19 vaccines are associated with menstrual disturbances by assessing the vaccine’s impact on various aspects of the menstrual cycle, including cycle length, amount of bleeding, and pain.

Method: A cross-sectional analytic study was conducted using an online questionnaire among women of reproductive age (18-35 years) at King Abdulaziz University Hospital. Participants were recruited between December 2022 and January 2023 and …

Anti-Cancer Effects Of Chicken Cathelicidin Peptides On Breast, Colon, And Liver Carcinoma Cells, Maryam M. Hamed, Mohammed Alkhaled, Yousef Almoghrabi, Aliaa A. Alamoudi, Hussam Daghistani, Abdulwahab Noorwali

Journal of King Abdulaziz University: Medical Sciences

Cancer remains a threat to human life, affecting millions of people. Limitations associated with conventional tumor therapies motivate the search for new, effective, and non-toxic therapies. Cathelicidin peptide (CATH) is a host defense peptide with anti-microbial and immunomodulatory activity. Moreover, cumulative studies have revealed its anti-cancer properties. While several studies have explored their antimicrobial and anti-tumor potential, further research is needed to elucidate their specific mechanisms across different tumor types. Our study aimed to investigate the anti-cancer effects of two types of Chicken CATH, 1 and 2, on breast MCF-7, colon HCT-116, and liver HEPG-2 carcinoma cells, and to examine …

From Universities, Streets, To Modern Contemporary Society: Becoming, Being, And Living As "Babaeng Aktibista", Mariah Alyssa Lorico Ampat, Jameelah Mikaellah Ahliya C. Robles, Zedrick Sombria Roa, Jessica Louise Cruz Clauna, Leo Vicentino

Sinaya: A Philippine Journal for Senior High School Teachers and Students

Historically, women faced patterns of prejudice and gender-based oppression, resulting in the denial of their fundamental rights. Through years of ingrained subordination under authoritarian regimes, activism birthed various movements and organizations that sought liberation. As militant groups gained traction, withstanding large-scale issues, women’s struggles were seldom addressed within nationalist movements. Literature has documented the roots of activism, women’s organizations, and the socio-political conditions throughout Philippine history. However, there is a narrow understanding of women’s experiences and how these mold their individual identities in response to shared struggles. This study attempts to design a local framework elucidating the motivations and drivers …

Cesium-137 Accumulation In Marine Fish And Associated Dose Exposure: A Global Review, N.A.A. Kamarulzaman, M.S.M. Sanusi, H.N. Idris

Journal of King Abdulaziz University: Marine Science

Establishing baseline data for natural radiation exposure and radioactivity levels is essential for radiological health and safety programs, particularly during the implementation and development of nuclear power initiatives. This review evaluates gamma radiation exposure and anthropogenic cesium-137 (¹³⁷Cs) levels in the world’s oceans and marine fish, analyzing their radioecological impact. Data from 30 peer-reviewed publications indicate that ¹³⁷Cs activity concentrations in seawater range from 0.07 Bq kg^–1 to 6.4 kBq kg^–1, with fish values between 0.01–3.50 kBq kg^–1. Regression models developed from these studies predict the correlation between ¹³⁷Cs levels in …

Lead Bioremoval By Halotolerant Bacteria Isolated From Mangrove Rhizosphere Soils Of Saudi Arabia, Reda H. Amasha, Rawan A. Alhazzani

Journal of King Abdulaziz University: Marine Science

Bioremediation of hypersaline environments contaminated with heavy metals is challenging due to high salinity levels, particularly when using conventional microorganisms. This study aimed to isolate and identify halotolerant and halophilic bacteria from various mangrove rhizosphere soil samples in Saudi Arabia and to evaluate their ability to remove heavy metals under high-salinity conditions. Out of 27 isolated strains, LD57 and LR40 demonstrated the highest resistance to lead ions. Both isolates grew well at 37 °C in the presence of 3 M NaCl and recorded growth at varying concentrations of lead nitrate, ranging from 100 to 4500 ppm. The lead’s minimum inhibitory …

Molecular Docking And Antibacterial Activity Of Sesterterpenoids From Hyrtios Erectus, Hajer S. Alorfi, Nawal A. Albalawi

Journal of King Abdulaziz University: Marine Science

The search for new antibiotics remains urgent due to the continuous evolution of microbes and their resistance to currently available antibiotics. The organic extract of a specimen of the Red Sea sponge Hyrtios erectus collected off Jeddah coast was subjected to sequential chromatographic fractionation. Three sesterterpenoids (1–3) along with an indole alkaloid (4) were isolated from H. erectus. Structure elucidation of the isolated was accomplished using NMR, UV, and IR spectroscopy along with MS spectrometry. The antibacterial activity of the isolated sesterterpenoids (1–3) was assessed against a set of Gram-positive and negative …

A Systematic Literature Review Of Sustainable Ports Strategies And Initiatives In The Arabian Gulf Ports – Lessons For Saudi Arabia And Uae, Osayd Helal, Jane Haider, Jean-Paul Skeete, Sehwa Lim

Journal of King Abdulaziz University: Marine Science

This systematic review provides a comprehensive evaluation of sustainability strategies in Arabian Gulf ports, focusing on the interplay between technological advancements, green initiatives, and regulatory challenges. While Industry 4.0 technologies—such as automation, artificial intelligence, and electrification—have been integrated to enhance operational efficiency and reduce carbon emissions, the extent to which these innovations align with regional policy frameworks and geopolitical constraints remains insufficiently analysed.

To address this gap, this review synthesises insights from 25 peer-reviewed studies, employing a comparative framework to assess the adoption of sustainability practices in Arabian Gulf ports, focusing on their approaches toward sustainable port development. It is …

Assessment Of Microplastic Pollution In Economically Significant Fish Species From Libya’S Northeastern Mediterranean Coast, Mousa Kateesh, Tarek A. Temraz, Rafat Afifi Khattab

Journal of King Abdulaziz University: Marine Science

Microplastic pollution in marine ecosystems has become a pressing global environmental issue. However, there is limited information on the distribution of microplastics in Libyan territorial waters. This study investigates plastic waste pollution in five commercially important fish species from various marine habitats along the eastern Libyan coast (Ain El-Ghazala, Sousa, Ras Hilal, Alhaniyah, and Alhamama). A total of 75 fish specimens were collected, comprising 15 individuals from each species. The findings revealed that 38% of the sampled fish had ingested plastic debris, with microplastics being the predominant form. The Sousa region exhibited the highest contamination rate (54.46%), while Alhaniyah had …

Urbanization Impacts On Microplastic In Benthic Organisms And Sediment Of Small Islands, Andrio Wibowo, Suyud Warno Utomo

Journal of King Abdulaziz University: Marine Science

Indonesia is an archipelago country comprising thousands of islands, including small islands. Currently, small islands have experienced urbanization in the forms of land use developments and conversions from pristine ecosystems to settlements and tourism facilities, leading to the contamination of microplastics. Despite growing numbers of research on microplastic in water, there is still limited information about microplastic in the sediment and benthic, in particular in developed small island environments. This study compared the types of land use on the island from reserved areas, tourism, and settlement. The microplastics were characterized based on the shapes. The results confirm that land use …

New Fish-Based Multimetric Index For Appraising Shatt Al-Arab Ecological Quality, Laith Faisal Lazem

Journal of King Abdulaziz University: Marine Science

In recent years, there has been a growing need to develop biometric indicators that accurately reflect an area’s environmental quality and biological integrity. Various indicators have been developed and analyzed, focusing on functional, ecological, and organism-based indicators, particularly fish-related ones. The purpose of the current paper is to create the first fish-based multimetric index designed to evaluate the quality of water in the Shatt Al-Arab River (SAAR), known as Shatt Al-Arab Fish Index (SFI), which can also be applied to the Qarmat Ali River and other water bodies similar to the SAAR ecology. Data was collected from three stations along …

Trajectory Prediction Of Oil Spills In Sharm Obhur, Red Sea Using Hydrodynamic Modeling, Mohammed A. Bahattab, Gar Al-Nabi Ibrahim, V.R. Shamji

Journal of King Abdulaziz University: Marine Science

This research investigates the movement and impact of oil spills in Sharm Obhur, a coastal creek near Jeddah, in the Red Sea. Utilizing a high-resolution multi-beam echo sounder and the Delft3D-FLOW hydrodynamic simulation model, the study traces the oil spill trajectories, considering key factors such as meteorological conditions, spill volume, and oil properties. The model predicts the movement of the oil spill both within Sharm Obhur and its progression towards the Red Sea. Results from the model are intended to assist in the development of effective spill response strategies, improving navigation safety, protecting coral reefs, and preserving the local ecosystem. …

Preprocessing Improves The Edna Quality For 16s Rrna Metabarcoding Of Sediment Samples Of Solar Salterns, Jayanath Gopi, Bhavya Kachiprath, Solly Solomon, Sowmya P. Mohandas, Sajan C. Raju, Rosamma Philip

Journal of King Abdulaziz University: Marine Science

The present study examines the efficacy of pre- processing of sediment samples prior to DNA isolation to obtain high-quality eDNA for metagenomic analyses from crystallizer saltern pond in Goa during the salt harvesting phase. The quality of the extracted eDNA were confirmed through spectrophotometric analysis and PCR amplification of the 16S rRNA gene. The study showed that method 2 and 3 incorporating preprocessing of the sediment samples yielded better quality eDNA compared to the direct isolation protocol (method1). By adopting the best method i.e., preprocessing by sediment suspension- filtration, followed by DNA isolation, the eDNA was procured and subjected to …

Morphometric, Physiological, And Environmental Health Assessments Of Enhalus Acoroides From The Southeast Coast Of Bali, Indonesia, Made Pharmawati, Luh Putu Wrasiati, Ni Made Gari

Journal of King Abdulaziz University: Marine Science

Seagrasses function as primary producers and as spawning grounds and shelter for marine biota. Regardless of their relevance, seagrasses are under threat due to anthropogenic impacts and an increasing frequency of extreme climate events. Enhalus acoroides is a species of seagrass that is spread in the east and southeast waters of Bali, from Sanur Beach to Nusa Dua Beach. This study aims to analyze the differences in morphometry and the chlorophyll, proline, and malondialdehyde (MDA) content, a marker for oxidative stress in E. acoroides leaves at Pengastian Beach, Semawang Beach, and Samuh Beach, Bali. Samples were collected using line transect …

Latent And Sensible Heat Flux In The Red Sea And Gulf Of Aden Using The Nemo Ocean Model Simulation, Moaath Ghanem, Yassir Albouraee, Mohammed A. Alsaafani, Alaa Albarakati

Journal of King Abdulaziz University: Marine Science

The new configuration of NEMO (Nucleus for European Modelling of the Ocean) model in the Red Sea and Gulf of Aden was presented for analyzing latent heat flux (LHF) and sensible heat flux (SHF) patterns in the region. The model was setup with 1/20° horizontal resolution and 30 vertical layers, using ERA5 atmospheric data for surface forcing. The model output for LHF, and SHF was compared with KAUST-Buoy observations and many reanalysis products (the French Research Institute for Exploitation of the Sea (IFREMER) surface turbulence fluxes, Japanese Ocean Flux Data Sets with Use of Remote Sensing Observations (J-OFURO3), Objectively Analyzed …