2022
DOI: 10.18421/tem112-43
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Non-Linear Autoregressive Dissolved Oxygen Prediction Model for Paddy Irrigation Channel

Abstract: This study has proposed a non-linear autoregressive model to predict one-day ahead dissolved oxygen in paddy field irrigation channel. A 32-day data is obtained from Kampung Padang To’ La in Pasir Mas, Kelantan using off-the shelf water quality parameter sensors. Analysis has revealed no correlation between dissolved oxygen with pH and electrical conductivity. A non-linear autoregressive model is then developed using the dissolved oxygen measurements and artificial neural network. A prediction model developed … Show more

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Cited by 3 publications
(4 citation statements)
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References 28 publications
(33 reference statements)
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“…It is recommended to use purification facilities and systems for predicting possible deviations in the purity of water in the chemical, physical and biological characteristics, according to the standards for its use. The need to monitor the purity of water sources in order to avoid air, land or water pollution is of utmost importance [15].…”
Section: Related Workmentioning
confidence: 99%
“…It is recommended to use purification facilities and systems for predicting possible deviations in the purity of water in the chemical, physical and biological characteristics, according to the standards for its use. The need to monitor the purity of water sources in order to avoid air, land or water pollution is of utmost importance [15].…”
Section: Related Workmentioning
confidence: 99%
“…The analysis of carbofuran byproducts is essential because they might be more stable and prevalent than the parent pesticides. This is especially important in tropical environments, where carbofuran breakdown at the application site can be relatively fast (Aisha et al 2022; Mustaffha and Sabran 2020).…”
Section: Degradation Of Carbofuran In Paddy Water Samplesmentioning
confidence: 99%
“…During photolysis, rice plants take up carbon dioxide from the water and release oxygen, which can increase the pH of the water. As it occurs mainly during daylight hours, the pH of paddy water tends to increase during the day and decrease at night (Aisha et al 2022;Mustaffha and Sabran 2020). Further, this degradation pattern is more prominent in the early growing season before the canopy blocks sunlight from reaching the paddy water.…”
Section: Determination Of Rate Of Degradation K and Half-life Of Carb...mentioning
confidence: 99%
“…Water having a pH range outside the recommended values show signs that water contains toxic metals or chemicals due to higher pH levels [21]. Literature survey [22] shows that dissolved oxygen in water is not much responsible for change in the pH of a solution as there is no physical-chemical connection was found between the two. Major focus in the present research work is on the study of correlation and variations between pH and DO, in Pre-Monsoon, Monsoon an Autumn season for surface river water.…”
mentioning
confidence: 99%