AIMC Topic: Citrullus

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Extraction of pectin from watermelon rinds using sequential ultrasound-microwave technique: Optimization using RSM and ANN modeling and characterization.

International journal of biological macromolecules Mar 8, 2025
This study aimed to optimize pectin extraction from watermelon (Citrullus lanatus) rind using sequential ultrasound-microwave assisted extraction (UMAE) with artificial neural network (ANN) and response surface methodology (RSM). The effects of pH, s...
Neural Networks, Computer Spectroscopy, Fourier Transform Infrared Hydrogen-Ion Concentration Citrullus Chemical Fractionation Ultrasonic Waves Microwaves Viscosity Sonication Pectins
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Rapid and nondestructive watermelon (Citrullus lanatus) seed viability detection based on visible near-infrared hyperspectral imaging technology and machine learning algorithms.

Journal of food science Jun 21, 2024
The improper storage of seeds can potentially compromise agricultural productivity, leading to reduced crop yields. Therefore, assessing seed viability before sowing is of paramount importance. Although numerous techniques exist for evaluating seed c...
Machine Learning Algorithms Spectroscopy, Near-Infrared Support Vector Machine Seeds Citrullus Hyperspectral Imaging
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Classification of Watermelon Seeds Using Morphological Patterns of X-ray Imaging: A Comparison of Conventional Machine Learning and Deep Learning.

Sensors (Basel, Switzerland) Nov 26, 2020
In this study, conventional machine learning and deep leaning approaches were evaluated using X-ray imaging techniques for investigating the internal parameters (endosperm and air space) of three cultivars of watermelon seed. In the conventional mach...
Machine Learning Algorithms Deep Learning Seeds Citrullus X-Rays
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[Selenium speciation in watermelon by g-CN enrichment combined with capillary electrophoresis-inductively coupled plasma-mass spectrometry].

Se pu = Chinese journal of chromatography Oct 8, 2020
Selenium is one of the essential trace elements in the human body, and it plays a critical role in human health. In this work, 2.0 g melamine was placed in an alumina crucible, which was heated in a box-type resistance furnace for 2 h at 600 ℃, at th...
Selenium Spectroscopy, Fourier Transform Infrared Mass Spectrometry Electrophoresis, Capillary Citrullus
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