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A Machine Learning Approach for Coconut Sugar Quality Assessment and Prediction

2018 IEEE 10th International Conference on Humanoid, Nanotechnology, Information Technology,Communication and Control, Environment and Management (HNICEM), 2018
This study presents a machine learning approach to accurately assess the quality of coconut sugar using RGB values. Python and scikit-learn were used to run the following machine learning algorithms: artificial neural network (ANN), stochastic gradient descent (SGD), k-nearest neighbors (k-NN) algorithm, support vector machine (SVM), decision tree (DT)
Lea Monica B. Alonzo   +4 more
openaire   +1 more source

Quantitative NMR analysis of sugars in natural sweeteners: Profiling in honey, jaggery, date syrup, and coconut sugar

Food Research International
Due to the high demand for natural sweeteners and their perceived health benefits, it is crucial to use analytical techniques for accurately profiling natural sweeteners. The present study describes a simple and fast approach for the analysis of sweeteners using 1D - 1H NMR spectroscopy.
Anisha, Biswas   +2 more
openaire   +2 more sources

Effect of ultrasound treatment on sugars and minerals in tender coconut water

International Journal of Farm Sciences, 2018
Tender coconut water is a highly perishable drink susceptible to microbial and enzymatic degradation. Preservation by ultrasonic treatment is an innovative technique for liquid food without affecting its organoleptic qualities. The effect of ultrasound (30 kHz, 200 W, 10 and 15 min) on total and reducing sugars and minerals like Ca, K, Mg and P of ...
M Vidhya, N Varadharaju, D Amirtham
openaire   +1 more source

Changes in the sugar composition of coconut water during maturation and germination

Journal of the Science of Food and Agriculture, 1950
AbstractChanges in the sugar content of the water of the coconut have been followed during ripening and germination. From the most immature fruit in which the cavity has just formed to about the seven‐month‐old fruit when it is full size but still unripe, the sugars present, which are almost entirely reducing sugars, increase to a maximum of about 5 ...
R. Child, W. R. M. Nathanel
openaire   +1 more source

Effect of coconut milk, tender coconut and coconut sugar on the physico-chemical and sensory attributes in ice cream

Journal of Food Science and Technology, 2021
P P Shameena Beegum   +2 more
exaly  

Electrolytes, sugar, calories, osmolarity and pH of beverages and coconut water.

The Southeast Asian journal of tropical medicine and public health, 1983
Oral rehydration has been recommended in patients with diarrhoea to replace fluid loss from the gastrointestinal tract and reduce the need for intravenous therapy. Beverages (i.e. Cola, Sprite etc.) and coconut water may be used as sources of oral fluid when glucose-electrolyte solution is not available.
B, Chavalittamrong   +2 more
openaire   +1 more source

Coconut (Cocos nucifera L.) sap as a potential source of sugar: Antioxidant and nutritional properties

Food Science and Nutrition, 2020
Muhammad Tuseef Asghar   +2 more
exaly  

Processing of coconut sap into sugar syrup using rotary evaporation, microwave, and open‐heat evaporation techniques

Journal of the Science of Food and Agriculture, 2020
Muhammad Tuseef Asghar   +2 more
exaly  

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