Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

Muhammed Fatih Yazar; Emre Ozelkan; Burak Berk Ustundag

doi:10.1109/Agro-Geoinformatics.2014.6910636

Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

Muhammed Fatih Yazar^*
, Emre Ozelkan
, Burak Berk Ustundag

^*Bu çalışma için yazışmadan sorumlu yazar

Bilgisayar Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

2 Atıf (Scopus)

Özet

In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations' data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of 'VPD and Ta together' up to 21% accuracy that can provide better assessment and management of crop development and yield.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781479941575
DOI'lar	https://doi.org/10.1109/Agro-Geoinformatics.2014.6910636
Yayın durumu	Yayınlandı - 25 Eyl 2014
Etkinlik	2014 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014 - Beijing, China Süre: 11 Ağu 2014 → 14 Ağu 2014

Yayın serisi

Adı	2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2014 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014
Ülke/Bölge	China
Şehir	Beijing
Periyot	11/08/14 → 14/08/14

Bibliyografik not

Publisher Copyright:
© 2014 IEEE.

Belgeye Erişim

10.1109/Agro-Geoinformatics.2014.6910636

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Yazar, M. F., Ozelkan, E., & Ustundag, B. B. (2014). Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas. In 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014 Makale 6910636 (2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/Agro-Geoinformatics.2014.6910636

Yazar, Muhammed Fatih ; Ozelkan, Emre ; Ustundag, Burak Berk. / Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas. 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014. Institute of Electrical and Electronics Engineers Inc., 2014. (2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014).

@inproceedings{f741d20f9ccc40adbd9348894239e931,

title = "Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas",

abstract = "In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations' data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of 'VPD and Ta together' up to 21\% accuracy that can provide better assessment and management of crop development and yield.",

keywords = "ancillary data, ordinarry cokriging, ordinary kriging, solar radiation, spatial interpolation",

author = "Yazar, \{Muhammed Fatih\} and Emre Ozelkan and Ustundag, \{Burak Berk\}",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014 ; Conference date: 11-08-2014 Through 14-08-2014",

year = "2014",

month = sep,

day = "25",

doi = "10.1109/Agro-Geoinformatics.2014.6910636",

language = "English",

series = "2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014",

address = "United States",

}

Yazar, MF, Ozelkan, E & Ustundag, BB 2014, Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas. in 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014., 6910636, 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014, Institute of Electrical and Electronics Engineers Inc., 2014 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014, Beijing, China, 11/08/14. https://doi.org/10.1109/Agro-Geoinformatics.2014.6910636

Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas. / Yazar, Muhammed Fatih; Ozelkan, Emre; Ustundag, Burak Berk.
2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014. Institute of Electrical and Electronics Engineers Inc., 2014. 6910636 (2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

AU - Yazar, Muhammed Fatih

AU - Ozelkan, Emre

AU - Ustundag, Burak Berk

PY - 2014/9/25

Y1 - 2014/9/25

N2 - In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations' data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of 'VPD and Ta together' up to 21% accuracy that can provide better assessment and management of crop development and yield.

AB - In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations' data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of 'VPD and Ta together' up to 21% accuracy that can provide better assessment and management of crop development and yield.

KW - ancillary data

KW - ordinarry cokriging

KW - ordinary kriging

KW - solar radiation

KW - spatial interpolation

UR - https://www.scopus.com/pages/publications/84910011349

U2 - 10.1109/Agro-Geoinformatics.2014.6910636

DO - 10.1109/Agro-Geoinformatics.2014.6910636

M3 - Conference contribution

AN - SCOPUS:84910011349

T3 - 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014

BT - 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014

Y2 - 11 August 2014 through 14 August 2014

ER -

Yazar MF, Ozelkan E, Ustundag BB. Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas. In 2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014. Institute of Electrical and Electronics Engineers Inc. 2014. 6910636. (2014 The 3rd International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2014). doi: 10.1109/Agro-Geoinformatics.2014.6910636

Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

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Diğer Dosyalar ve Linkler

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