Climate data dynamics: A high-volume real world structured weather dataset.

The dataset at hand is a unique resource, officially procured from the Bangladesh Meteorological Department, the sole government institution that diligently monitors weather through 35 strategically placed weather stations across the nation. This dataset is a treasure trove of actual data spanning several decades, from the inception of each weather station to the present. It has been meticulously restructured and processed into four (Rainfall, Temperature, Humidity, and Sunshine) key weather parameters, presented in a highly organized and accessible format.

Moderating effect of gender and marital status in the association between religiosity and happiness among Bangladeshi university students.

Background: Boosting university students' happiness is essential for personal development, familial harmony, social equilibrium, and national progress. The present study aimed to determine the significant influential factors of happiness, as well as whether gender and marital status have a moderating effect on the relationship between religiosity and happiness among Bangladeshi university students.

Methods: A total of 464 students were recruited for the present study, they were selected by multistage random sampling.

Automated Sensor Node Malicious Activity Detection with Explainability Analysis.

Cybersecurity has become a major concern in the modern world due to our heavy reliance on cyber systems. Advanced automated systems utilize many sensors for intelligent decision-making, and any malicious activity of these sensors could potentially lead to a system-wide collapse. To ensure safety and security, it is essential to have a reliable system that can automatically detect and prevent any malicious activity, and modern detection systems are created based on machine learning (ML) models.

Influence of Cu induced crystallographic disorder on the optical and lattice vibrational properties of ZnO nanoparticles.

In this study, the vibrational and optical responses of 0-10% excess Cu incorporated ZnO nanoparticles (NPs) prepared by the low temperature (∼400 °C) wet chemical route were investigated experimentally and were found to be predominantly linked to the formation of both intrinsic and Cu induced crystallographic defects instead of substitutional Cu itself for the first time. For low temperature chemical synthesis, the effective band gap () of pristine ZnO NPs was found to be as low as 2.84 eV, which was followed by a further reduction by as high as ∼24.

Nutritional, Phytochemical, and Antioxidant Activity Analysis of Different States of Soy Products.

Consumer demand for food nutritional content and quality is driving the design of plant-based foods that are enhanced with proteins. In this study, we aimed to reveal the nutrient compositional differences of various states of soy flours. We compared soy protein concentrate (SPC) with full fat (FF), raw soy flour (RSF), and defatted (DF) soy flour for investigating nutritional content, phytochemicals, and antioxidant activity.

A Computational Approach to Justifying Stratifin as a Candidate Diagnostic and Prognostic Biomarker for Pancreatic Cancer.

Pancreatic cancer (PC) is considered a silent killer because it does not show specific symptoms at an early stage. Thus, identifying suitable biomarkers is important to avoid the burden of PC. Stratifin (SFN) encodes the 14-3-3 protein, which is expressed in a tissue-dependent manner and plays a vital role in cell cycle regulation.

Study of a common azo food dye in mice model: Toxicity reports and its relation to carcinogenicity.

This study was conducted to evaluate the toxic effects of an azo dye carmoisine widely used in foods and to investigate its relation to carcinogenicity. Carmoisine administered into mice orally in four different doses as control, low, medium, and high equivalent to 0, 4, 200, and 400 mg/kg bw, respectively, for 120 days. The key toxicological endpoint was observed including animal body weight, organ weights, hematology, biochemistry, and molecular biology assessment.

Purification, characterizations of a snake guard seeds lectin with antitumor activity against Ehrlich ascites carcinoma cells in vivo in mice.

A lectin was purified (designated as TCSL) from the Snake guard seeds with molecular mass of 56±2 kDa containing two subunits (34±1 and 22±1 kDa.). TCSL exhibited high agglutination activity at the temperature range 30 to 70°C and did not lose its activity between pH 3.

Purification and characterization of a Ca(2+)-dependent novel lectin from Nymphaea nouchali tuber with antiproliferative activities.

A lectin (termed NNTL) was purified from the extracts of Nymphaea nouchali tuber followed by anion-exchange chromatography on DEAE-cellulose, hydrophobic chromatography on HiTrap Phenyl HP and by repeated anion-exchange chromatography on HiTrap Q FF column. The molecular mass of the purified lectin was 27.0 ± 1.