scholarly journals ARIMA-M: A New Model for Daily Water Consumption Prediction Based on the Autoregressive Integrated Moving Average Model and the Markov Chain Error Correction

Water ◽  
2020 ◽  
Vol 12 (3) ◽  
pp. 760 ◽  
Author(s):  
Hongyan Du ◽  
Zhihua Zhao ◽  
Huifeng Xue
Keyword(s):  
Markov Chain ◽  
Water Consumption ◽  
Prediction Error ◽  
Moving Average ◽  
Arima Model ◽  
Regional Environment ◽  
Consumption Data ◽  
Daily Water ◽  
Consumption Prediction ◽  
Daily Water Consumption

Water resource is considered as a significant factor in the development of regional environment and society. Water consumption prediction can provide an important decision basis for the regional water supply scheduling optimizations. According to the periodicity and randomness nature of the daily water consumption data, a Markov modified autoregressive moving average (ARIMA) model was proposed in this study. The proposed model, combined with the Markov chain, can correct the prediction error, reduce the continuous superposition of prediction error, and improve the prediction accuracy of future daily water consumption data. The daily water consumption data of different monitoring points were used to verify the effectiveness of the model, and the future water consumption was predicted in the study area. The results show that the proposed algorithm can effectively reduce the prediction error compared to the ARIMA.

PENGARUH PENGGUNAAN VIRGIN COCONUT OIL (VCO) DALAM RANSUM TERHADAP PERFORMANS TERNAK BABI FASE STARTER

ZOOTEC ◽  
2015 ◽  
Vol 35 (2) ◽  
pp. 86
Author(s):  
Alfred Tamawiwy ◽  
M. Najoan ◽  
J S Mandey ◽  
F. N Sompie
Keyword(s):  
Water Consumption ◽  
Feed Intake ◽  
Control Diet ◽  
Coconut Oil ◽  
Growing Pigs ◽  
Virgin Coconut Oil ◽  
Daily Water ◽  
Pig Performance ◽  
Daily Gain ◽  
Daily Water Consumption

ABSTRACT   EFFECT OF UTILIZATION OF VIRGIN COCONUT OIL (VCO) IN THE DIET ON PIG PERFORMANCE. Utilization of fats and oils in pig diets is of great importance due to their high energy value. VCO is obtained by cold press processing of the kernel from the coconut fruit. Utilization of virgin coconut oil (VCO) in the diets on pig performance.  The present study was designed to elaborate the effect of utilization of VCO in the diets on energy and protein digestibility of growing pigs. The experiment was conducted using 20 castrated male pigs aged 1.5 - 2.0 months weighing 12,0±2,0 kg. The data were analyzed according to the linear model procedure for ANOVA appropriate for Randomized Block Design with 5 treatments and 4 replications. Treatments were formulated as follow: R0 = 100% control diet + 0% VCO; R1 = 99.5% control diet + 1.0% VCO; R2 = 98.0% control diet + 2.0% VCO; R3 = 97.0% control diet + 3.0% VCO; and R4 = 96.0% control diet + 4.0% VCO. Parameters measured were: daily feed intake, daily gain, daily water consumption. The results showed that the utilization of VCO up to 4% in the diets had no significant effect (P > 0.05) on daily feed intake, daily gain, daily water consumption of pigs. It can be concluded that the addition of VCO up to 4.0% in the diets has no significant meaning on pig performance.   Key words: Virgin coconut oil (VCO), Performance, Growing pigs  

scholarly journals Daily Water Consumption and its Contribution to Calcium Intake in Korean Adults

2019 ◽  
Vol 24 (1) ◽  
pp. 18 ◽  
Author(s):  
Eun-Sun Park ◽  
Yeon-Kyung Lee ◽  
Mi-Hyun Kim ◽  
Mi-Kyeong Choi
Keyword(s):  
Water Consumption ◽  
Calcium Intake ◽  
Korean Adults ◽  
Daily Water ◽  
Daily Water Consumption

scholarly journals Influence of Land Use Patterns on Evapotranspiration and Its Components in a Temperate Grassland Ecosystem

2015 ◽  
Vol 2015 ◽  
pp. 1-12 ◽  
Author(s):  
Yuzhe Li ◽  
Jiangwen Fan ◽  
Zhongmin Hu ◽  
Quanqin Shao ◽  
Liangxia Zhang ◽  
...  
Keyword(s):  
Land Use ◽  
Water Consumption ◽  
Vapor Pressure Deficit ◽  
Land Use Patterns ◽  
Area Index ◽  
Use Patterns ◽  
Daily Water ◽  
Explained Variation ◽  
Infrared Gas Analyzer ◽  
Daily Water Consumption

To better understand variation in response of components of ecosystem evapotranspiration (ET) to grassland use differences, we selected three typical land use patterns in a temperate steppe area: grazed steppe (G), steppe with grazers excluded (GE), and steppe cultivated to cropland (C). ET was divided into its components evaporation (E) and canopy transpiration (T) using herbicide and a chamber attached to a portable infrared gas analyzer (Li-6400). The results indicated that daily water consumption by ET in G was 3.30 kg m−2d−1; compared with G, ET increased significantly in GE at 13.4% and showed a trend of 6.73% increase in C. Daily water consumption by E increased 24.3% in GE relative to G, and C showed 20.2% more than GE. At 0.46, E/ET in C was significantly higher than G at 0.35. Air temperature and the vapor pressure deficit were closely correlated with variation in diurnal ET, E, and T. The leaf area index (LAI) was also positively correlated with daily ET and E varied among grassland use patterns and explained variation in E/ET (81%). Thus, variation in LAI strongly influences the overall magnitude of ecosystem ET and the composition of its components under different grassland use patterns.

scholarly journals Fluctuations of Daily Water Consumption in Sheep.

1967 ◽  
Vol 1967 (4) ◽  
pp. 23-25
Author(s):  
Yasushi ASAHIDA ◽  
K^|^ocirc; MIMURA
Keyword(s):  
Water Consumption ◽  
Daily Water ◽  
Daily Water Consumption

scholarly journals Guidelines for irrigation scheduling of banana crop in São Francisco Valley, Brazil. II - Water consumption, crop coefficient, and physiologycal behavior

2004 ◽  
Vol 26 (3) ◽  
pp. 464-467 ◽  
Author(s):  
Luís Henrique Bassoi ◽  
Antonio Heriberto de Castro Teixeira ◽  
José Moacir Pinheiro Lima Filho ◽  
José Antonio Moura e Silva ◽  
Emanuel Elder Gomes da Silva ◽  
...  
Keyword(s):  
Water Consumption ◽  
Water Availability ◽  
Crop Coefficient ◽  
Irrigation Scheduling ◽  
Northeastern Brazil ◽  
Evaporative Demand ◽  
Irrigation Water Management ◽  
Growing Seasons ◽  
Daily Water ◽  
Daily Water Consumption

The water consumption and the crop coefficient of the banana cv. Pacovan were estimated in Petrolina County, northeastern Brazil, in order to establish guidelines to irrigation water management. Evaluations were carried out since planting in January 1999 to the 3rd harvest in September 2001 on a microsprinkler irrigated orchard, with plants spaced in a 3 x 3 m grid. Average daily water consumption was 3.9, 4.0, and 3.3 mm in the 1st, 2nd and 3rd growing seasons, respectively. Crop coefficient values increased from 0.7 (vegetative growth) to 1.1 (flowering). Even with high soil water availability, transpiration was reduced due to high evaporative demand.

Effect of feed deprivation on daily water consumption in healthy horses

2020 ◽  
Vol 53 (1) ◽  
pp. 117-124
Author(s):  
David E. Freeman ◽  
Alexandra Mooney ◽  
Steeve Giguère ◽  
Jami Claire ◽  
Chloe Evetts ◽  
...  
Keyword(s):  
Water Consumption ◽  
Feed Deprivation ◽  
Daily Water ◽  
Daily Water Consumption

scholarly journals Causes and Effects of Water Consumption Drop by the Population of Cities in Poland - Selected Aspects

2015 ◽  
Vol 27 (27) ◽  
pp. 67-79 ◽  
Author(s):  
Marcin Gorączko ◽  
Rafał Pasela
Keyword(s):  
Water Consumption ◽  
Water Volume ◽  
Total Water ◽  
Official Statistics ◽  
Factors Affecting ◽  
City Population ◽  
Household Water ◽  
Daily Water ◽  
The City ◽  
Daily Water Consumption

Abstract The article presents, with an example of four cities of various size, a phenomenon of a drop in water consumption by the city population in Poland. The paper draws on 1995-2012 official statistics. A significant decrease in household water consumption was observed, which refers to both the total water volume used by households as well as the average daily water consumption per resident. The article also determines the most essential factors affecting the amount of water consumed, out of which the price of water appears to be of the most significant one.

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