Technical Papers
Mar 3, 2012

VIPMET: New Real-Time Data Filtering–Based Automatic Agricultural Weather Station

Publication: Journal of Irrigation and Drainage Engineering
Volume 138, Issue 9

Abstract

Agricultural weather stations are normally utilized to register weather variables (e.g., temperature, relative air humidity, solar radiation and wind speed). These data can be used to estimate daily and hourly reference crop evapotranspiration (ETo), which can provide important information for water resources optimization in irrigation scheduling. However, data captured by actual agricultural weather stations are not filtered, which may lead to a bad estimation of the parameters and consequently a deficient water management, endangering the horticultural crops. This paper presents the validation and filtering process for automagic agricultural weather stations (VIPMET), a new station that is endowed with a real-time data filtering process to ensure validation of the acquired data. In addition, the station can be remotely controlled for automatic data collection and management tasks through a 3G mobile router. A comparison between data registered by the station and data supplied by the nearest Murcian Agricultural Information Service (Spain) was carried out for evaluation purposes.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgements

The “Seneca Foundation” (Murcia Regional Authority, Spain), through the projects with ref. 8729/PI/08 and 08754/PI/08, supported development of this works.

References

AENOR (2002). “UNE 500520: Automatic weather stations networks. Criteria for the localization of sites and installation of sensors. Acquisition characteristics and sampling.” AENOR, Madrid, España.
AENOR (2004). “UNE 500540: Automatic weather stations networks: Guidance for the validation of the weather data from the station networks. Real time validation.” AENOR, Madrid, España.
Allen, R. G. (1996). “Assessing integrity of weather data for reference evapotranspiration estimation.” J. Irrig. Drain. Eng., 122(2), 97–106.
Allen, R. G., Pereira, L. S., Raes, D., and Smith, M. (1998). Crop evapotranspiration: Guidelines for computing crop water requirements, FAO Irrigation and Drainage Papers, Rome, Italy, 328.
Amatya, D. M., Skaggs, R. W., and Gregory, J. D. (1995). “Comparison of methods for estimating REF-ET.” J. Irrig. Drain. Eng., 121(6), 427–435.
Bouwer, H. (2000). “Integrated water management: Emerging issues and challenges.” Agr. Water Manage., 45(3), 217–228.
English, M. J., Solomon, K. H., and Hoffman, G. J. (2002). “A Paradigm shift in irrigation management.” J. Irrig. Drain. Eng., 128(5), 267–277.
Estévez, J., Gavilán, P., and Giráldez, J. V. (2011). “Guidelines on validation procedures for meteorological data from automatic weather stations.” J. Hydrol., 402(1–2), 144–154.
Farmani, R., Abadia, R., and Savic, D. (2007). “Optimum design and management of pressurized branched irrigation networks.” J. Irrig. Drain. Eng., 133(6), 528–537.
Garcia, L. A., Strzepek, K. M., and Podmore, T. H. (1994). “Design of agricultural drainage with adaptive irrigation management.” J. Irrig. Drain. Eng., 120(1), 179–194.
Goncalves, J. M., and Pereira, L. S. (2009). “Decision support system for surface irrigation design.” J. Irrig. Drain. Eng., 135(3), 343–356.
Haq, Z. U., and Anwar, A. A. (2010). “Irrigation scheduling with genetic algorithms.” J. Irrig. Drain. Eng., 136(10), 704–714.
Hoogenboom, G. (2001). “Weather monitoring for management of water resources.” Proc., 2001 Georgia Water Resources Conf., Univ. of Georgia, Athens, 778–781.
Irmak, S., Irmak, A., Howell, T. A., Martin, D. L., Payero, J. O., and Copeland, K. S. (2008). “Variability analyses of Alfalfa-Reference to Grass-Reference evapotranspiration ratios in growing and dormant seasons.” J. Irrig. Drain. Eng., 134(2), 147–159.
Itenfisu, D., Elliott, R. L., Allen, R. G., and Walter, I. A. (2003). “Comparison of reference evapotranspiration calculations as part of the ASCE standardization effort.” J. Irrig. Drain. Eng., 129(6), 440–448.
Ministerio de Agricultura, Pesca y Alimentación (MAPA). (1998). Plan Nacional de Regadíos, Horizonte 2008, Ministerio de Agricultura, Pesca y Alimentación, Madrid (in Spanish).
Ministerio de Agricultura, Pesca y Alimentación (MAPA). (2007). El uso sostenible del agua en el sector agrario: situación actual y perspectivas de futuro. Informe presentado el día mundial del Agua, Ministerio de Agricultura, Pesca y Alimentación, Madrid (in Spanish).
Mohan, S., and Arumugam, N. (1996). “Comparison of methods for estimating REF-ET—Discussion.” J. Irrig. Drain. Eng., 122(6), 361–362.
Mutziger, A. J., Burt, C. M., Howes, D. J., and Allen, R. G. (2005). “Comparison of measured and FAO-56 modeled evaporation from bare soil.” J. Irrig. Drain. Eng., 131(1), 59–72.
Oad, R., Garcia, L., Kinzli, K.-D., Patterson, D., and Shafike, N. (2009). “Decision support systems for efficient irrigation in the Middle Rio Grande Valley.” J. Irrig. Drain. Eng., 135(2), 177–185.
Smout, I. K., and Gorantiwar, S. D. (2006). “Productivity and equity of different irrigation schedules under limited water supply.” J. Irrig. Drain. Eng., 132(4), 349–358.
Stambouli, T., Zapata, N., and Faci, J. M. (2011). “Irrigation patterns and scheduling of a telecontrolled irrigation district in North-Eastern Spain.” J. Irrig. Drain. Eng., in press.
Tarjuelo, J. M., De-Juan, J. A., Moreno, M. A., and Ortega, J. F. (2010). “Review. Water resources deficit and water engineering.” Span. J. Agric. Res, 8, S102–S121.
Temesgen, B., Eching, S., Davidoff, B., and Frame, K. (2005). “Comparison of some reference evapotranspiration equations for California.” J. Irrig. Drain. Eng., 131(1), 73–84.
World Meteorological Organization (WMO). (2008). Guide to meteorological instruments and methods of observation, World Meteorological Organization, Geneva, Switzerland.
Yang, Y., Wilson, L. T., and Wang, J. (2010). “Development of an automated climatic data scraping, filtering and display system.” Comput. Electron. Agr., 71(1), 77–87.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 138Issue 9September 2012
Pages: 823 - 829

History

Received: Mar 30, 2011
Accepted: Feb 28, 2012
Published online: Mar 3, 2012
Published in print: Sep 1, 2012

Permissions

Request permissions for this article.

Authors

Affiliations

J. M. Molina-Martinez [email protected]
Senior Lecturer, Food Engineering and Agricultural Equipment Dept., Technical Univ. of Cartagena, Paseo Alfonso XIII, 48, 30203 Cartagena, Spain. E-mail: [email protected]
P. J. Navarro [email protected]
Associate Professor, Information and Communications Technology Dept., Technical Univ. of Cartagena, Antiguo Cuartel de Antigones, Plaza del Hospital 1, 30202 Cartagena, Spain. E-mail: [email protected]
Associate Professor, Electronic Technology Dept., Technical Univ. of Cartagena, Campus Muralla del Mar, C/ Doctor Fleming s/n, 30202 Cartagena, Spain. E-mail: [email protected]
Senior Lecturer, Electronic Technology Dept., Technical Univ. of Cartagena, Campus Muralla del Mar, C/ Doctor Fleming s/n, 30202 Cartagena, Spain. E-mail: [email protected]
A. Ruiz-Canales [email protected]
Senior Lecturer, Engineering Dept., Miguel Hernández Univ. of Elche, Crta. Beniel Km. 3.2, 03312 Orihuela, Spain. E-mail: [email protected]
D. G. Fernandez-Pacheco [email protected]
Assistant Professor, Graphical Expression Dept., Technical Univ. of Cartagena, Campus Muralla del Mar, C/ Doctor Fleming s/n, 30202 Cartagena, Spain (corresponding author). E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share