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     Research Journal of Applied Sciences, Engineering and Technology


Data Acquisition for Monitoring Vapor Pressure Deficit in a Tropical Lowland Shelter-house Plant Production

Ramin Shamshiri and Wan Ishak Wan Ismail
Department of Biological and Agricultural Engineering, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
Research Journal of Applied Sciences, Engineering and Technology  2014  20:4175-4181
http://dx.doi.org/10.19026/rjaset.7.784  |  © The Author(s) 2014
Received: April 23, 2012  |  Accepted: September 16, 2013  |  Published: May 20, 2014

Abstract

The objective of this study was to monitor air Vapor Pressure Deficit (VPD) in a tropical lowland shelter-house plant production. A custom-designed real-time Data Acquisition (DAQ) system with three independent microcontroller boards and sensors for monitoring aerial parameters was developed, calibrated and tested. Sample temperature and Relative Humidity (RH) data for VPD calculations were continuously collected every 60 sec, for 6 days, inside a 40 m2 shelter-house located at the Universiti Putra Malaysia agricultural experimental field. Preliminary results showed that VPD values varied from 0.16 to 2.51 kPa, with a mean of 0.83 kPa and standard deviation (Std) of 0.6 kPa. Different regression models were used to describe the nonlinear correlation that existed between temperature and VPD data. Results showed that squared polynomial model produced the maximum coefficient of determination (R2) equal to 0.976. This model was successfully used for VPD prediction based on temperature inputs. The hypotheses that collected data follow normal distribution and have different means in the 6 days of experiment were rejected at any significant level. The result of this study can be used in decision support systems’ database for controlling tropical lowland plant production environments.

Keywords:

Data acquisition, microcontroller, plant production, relative humidity, shelter-house, temperature, tropical lowland Malaysia, vapor pressure deficit,


References

  1. Ajwang, P.O. and H.J. Tantau, 2005. Prediction of the effect of insect proof screens climate in naturally ventilated greenhouse in humid tropical climates. Acta Hortic., 691: 449-456.
    CrossRef    
  2. Ameur, S., M. Laghrouche and A. Adane, 2001. Monitoring a greenhouse using a microcontroller-based meteorological data acquisition system. Renew. Energ., 24:19-30.
    CrossRef    
  3. Arcidiacono, C., A.D. Emilio, R. Mazzarella and C. Leonardi, 2001. Covering materials to improve the microclimate during summer in hot climates. Acta Hortic., 719: 214.
  4. Argus Control Systems Ltd., 2009. Understanding and Using VPD, Argus Application Note. Argus Control Systems Ltd., Canada. (Accessed on: Sep. 10, 2013).
    Direct Link
  5. Barnet, R.H., S. Cox and L. O'Cull, 2006. Embedded C programming and the Atmel AVR. 2nd Edn., Delmar Learning, New York.
  6. BASIC, Stamp Syntax and Reference Manual, Version 2.2. 2005. Parallax Inc. 599 Menlo Drive, Suite 100. Rocklin, California 95765, USA. (Accessed on: August 01, 2013).
    Direct Link
  7. Bizchip Sdn Bhd, Selangor, Malaysia, 2008. MINI40 PIC Training Kit and BIZ025/40PIN PIC Startup Kit User Manual, Sdn Bhd. (Accessed on: September 10, 2013).
    Direct Link
  8. Boaventura, J.C., C. Couto and A.E. Ruano, 1997. Real-time parameter estimation of dynamic temperature models for greenhouse environmental control. Control Eng. Pract., 5(10): 1473-1481.
    CrossRef    
  9. Castellvi, F., P.J. Perez, J.M. Villar and J.I. Rosell. 1996. Analysis of methods for estimating vapor pressure deficit and relative humidity. Agr. Forest Meteorol., 82: 29-45.
    CrossRef    
  10. C Compiler Brookfield, WI, 2006. Reference Manual Version 4, Brookfield, WI 53008.
  11. Corder, G.W. and D.I. Foreman, 2009. Nonparametric Statistics for Non-statisticians: A Step-by-step Approach. John Wiley, Hoboken, pp: 264.
    CrossRef    
  12. El-Sharkawy, M.A., J.H. Cock and A.D.P. Hernandez, 1986. Stomatal response to air humidity and its relation to stomatal density in a wide range of warm climate species. Photosynth. Res., 7(2): 137-149.
    CrossRef    PMid:24443083    
  13. HIH-4030/31 Series Humidity Sensors, 2008. Minneapolis: Honeywell International.
    Direct Link
  14. HSM-20G, 2013. Shenzhen Mingjiada Electronics LTD, Futian Shenzhen, China. (Accessed on: September 10, 2013).
    Direct Link
  15. Junxianga, G. and D. Haiqing, 2011. Design of greenhouse surveillance system based on embedded web server technology. Procedia Eng., 23: 374-379.
    CrossRef    
  16. Koutroulis, E. and K. Kalaitzakis, 2003. Development of an integrated data-acquisition system for renewable energy sources systems monitoring. Renew. Energ., 28: 139-152.
    CrossRef    
  17. LM35, 2000. Precision centigrade temperature sensors data sheet. National Semiconductor.
  18. Luo, W., H.F. DeZwart, J. Dai, S. Wang, C. Stanghellini and C. Bu, 2005. Simulation of greenhouse management in the subtropics, Part I: Model validation and scenario study for the winter season. Biosyst. Eng., 90(3): 307-318.
    CrossRef    
  19. Microchip, 2003. PIC16F87X Data Sheet 28/40/44- Pin Enhanced Flash Microcontrollers. DS39582B. Technology Inc. (Accessed on: September 10, 2013).
    Direct Link
  20. Mukaro, R. and X.F. Carelse, 1999. A microcontroller-based data acquisition system for solar radiation and environmental monitoring. IEEE T. Instrum. Meas., 48(6): 1232-1238.
    CrossRef    
  21. Murray, F.W., 1967. On the computation of saturation vapor pressure. J. Appl. Meteorol., 6: 203-204.
    CrossRef    
  22. Pettigrew, W.T., J.D. Hesketh, D.B. Peters and J.T. Wooley, 1990. A vapor pressure deficit effect on crop canopy photosynthesis. Photosynth. Res., 24: 27-34.
    CrossRef    PMid:24419762    
  23. Pregner, J.J. and P.P Ling, 2000. Greenhouse Condensation Control. Fact Sheet (Series) AEX-800. Ohio State University Extension, Columbus, OH.
  24. Rosiek, S. and F.J. Batlles, 2008. A microcontroller-based data-acquisition system for meteorological station monitoring. Energ. Convers. Manage., 49: 3746-3754.
    CrossRef    
  25. Sensirion, AG, Switzerland, 2008. SHT1x Humidity and Temperature Sensor Datasheet. Sensirion, the Sensor Company, Version 4.0.
  26. Shamshiri, R. and W.I. Wan Ismail, 2012. Performance evaluation of ventilation and pad-and-fan systems for greenhouse production of tomato in lowland Malaysia. World Res. J. Agri. Biosyst. Eng., 1(1): 1-5.
  27. Teitel, M., 2001. The effect of insect proof screens in roof openings on greenhouse microclimate. Agr. Forest Meteorol., 110(1): 13-25.
    CrossRef    
  28. Thomas, A., A. Ganesan and S.A. Mujeeb, 1993. Solar irradiance monitor. Renew. Energ., 3(6-7): 599-606.
    CrossRef    
  29. ULN2803A, 2005. Texas Instruments Incorporated Darlington transistor array data sheet. Revised NOV.
  30. Velleman, P.F. and D.C. Hoaglin, 1981. Applications, Basics and Computing of Exploratory Data Analysis. Duxbury Press, Pacific Grove, CA.
    PMid:6119079    

Competing interests

The authors have no competing interests.

Open Access Policy

This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Copyright

The authors have no competing interests.

ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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