Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL)

Ibrahim Sönmez; Burak Berk Üstündaʇ; Serdar Baʇiş; Ahmet Çetin

doi:10.1109/Agro-Geoinformatics.2015.7248118

Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL)

Ibrahim Sönmez, Burak Berk Üstündaʇ, Serdar Baʇiş, Ahmet Çetin

Department of Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

TARBIL project was initiated in 2008 to provide parcel based continuous agro-meteorological parameter prediction, yield monitoring for precision farming and good agricultural practices support. Currently more than 350 automated TARBIL sites are operational over Turkey and the total number is expected to reach 1200. Twenty four parameters are sampled in 10 minute intervals from each site and transferred to TARBIL center for archive and computation of spatio-temporal products. Such high volume of data requires detailed quality control tests to provide necessary information about the condition of data and to filter the corrupted or misleading data from affecting the following automated processes. The ongoing Quality Control System design for TARBIL project is introduced in this study. The quality control tests of range, step, persistence, like-instrument and spatial tests implemented in the QCS design is described. Quality control test applications are detailed with the following quality flagging procedure applied. Finally, the possible benefits of the QCS design output is discussed.

Original language	English
Title of host publication	2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	276-279
Number of pages	4
ISBN (Electronic)	9781467380874
DOIs	https://doi.org/10.1109/Agro-Geoinformatics.2015.7248118
Publication status	Published - 9 Sept 2015
Event	4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015 - Istanbul, Turkey Duration: 20 Jul 2015 → 24 Jul 2015

Publication series

Name	2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015

Conference

Conference	4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015
Country/Territory	Turkey
City	Istanbul
Period	20/07/15 → 24/07/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

quality control test
quality flags
TARBIL
Turkey

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/Agro-Geoinformatics.2015.7248118

Cite this

Sönmez, I., Üstündaʇ, B. B., Baʇiş, S., & Çetin, A. (2015). Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL). In 2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015 (pp. 276-279). Article 7248118 (2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/Agro-Geoinformatics.2015.7248118

Sönmez, Ibrahim ; Üstündaʇ, Burak Berk ; Baʇiş, Serdar et al. / Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL). 2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 276-279 (2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015).

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abstract = "TARBIL project was initiated in 2008 to provide parcel based continuous agro-meteorological parameter prediction, yield monitoring for precision farming and good agricultural practices support. Currently more than 350 automated TARBIL sites are operational over Turkey and the total number is expected to reach 1200. Twenty four parameters are sampled in 10 minute intervals from each site and transferred to TARBIL center for archive and computation of spatio-temporal products. Such high volume of data requires detailed quality control tests to provide necessary information about the condition of data and to filter the corrupted or misleading data from affecting the following automated processes. The ongoing Quality Control System design for TARBIL project is introduced in this study. The quality control tests of range, step, persistence, like-instrument and spatial tests implemented in the QCS design is described. Quality control test applications are detailed with the following quality flagging procedure applied. Finally, the possible benefits of the QCS design output is discussed.",

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Sönmez, I, Üstündaʇ, BB, Baʇiş, S & Çetin, A 2015, Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL). in 2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015., 7248118, 2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015, Institute of Electrical and Electronics Engineers Inc., pp. 276-279, 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015, Istanbul, Turkey, 20/07/15. https://doi.org/10.1109/Agro-Geoinformatics.2015.7248118

Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL). / Sönmez, Ibrahim; Üstündaʇ, Burak Berk; Baʇiş, Serdar et al.
2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 276-279 7248118 (2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Üstündaʇ, Burak Berk

AU - Baʇiş, Serdar

AU - Çetin, Ahmet

PY - 2015/9/9

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N2 - TARBIL project was initiated in 2008 to provide parcel based continuous agro-meteorological parameter prediction, yield monitoring for precision farming and good agricultural practices support. Currently more than 350 automated TARBIL sites are operational over Turkey and the total number is expected to reach 1200. Twenty four parameters are sampled in 10 minute intervals from each site and transferred to TARBIL center for archive and computation of spatio-temporal products. Such high volume of data requires detailed quality control tests to provide necessary information about the condition of data and to filter the corrupted or misleading data from affecting the following automated processes. The ongoing Quality Control System design for TARBIL project is introduced in this study. The quality control tests of range, step, persistence, like-instrument and spatial tests implemented in the QCS design is described. Quality control test applications are detailed with the following quality flagging procedure applied. Finally, the possible benefits of the QCS design output is discussed.

AB - TARBIL project was initiated in 2008 to provide parcel based continuous agro-meteorological parameter prediction, yield monitoring for precision farming and good agricultural practices support. Currently more than 350 automated TARBIL sites are operational over Turkey and the total number is expected to reach 1200. Twenty four parameters are sampled in 10 minute intervals from each site and transferred to TARBIL center for archive and computation of spatio-temporal products. Such high volume of data requires detailed quality control tests to provide necessary information about the condition of data and to filter the corrupted or misleading data from affecting the following automated processes. The ongoing Quality Control System design for TARBIL project is introduced in this study. The quality control tests of range, step, persistence, like-instrument and spatial tests implemented in the QCS design is described. Quality control test applications are detailed with the following quality flagging procedure applied. Finally, the possible benefits of the QCS design output is discussed.

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ER -

Sönmez I, Üstündaʇ BB, Baʇiş S, Çetin A. Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL). In 2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 276-279. 7248118. (2015 4th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2015). doi: 10.1109/Agro-Geoinformatics.2015.7248118

Agro-meteorological data Quality Control System design for Turkey's agricultural monitoring and information system (TARBIL)

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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