Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia

B. Vaheddoost; H. Aksoy; H. Abghari; S. Zare Naghadeh

doi:10.1061/9780784479322.006

Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia

B. Vaheddoost
, H. Aksoy
, H. Abghari
, S. Zare Naghadeh

İnşaat Mühendisliği Bölümü

Istanbul Technical University
Urmia University
Dokuz Eylul University

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

8 Atıf (Scopus)

Özet

Lake Urmia is located in the North West of Iran. The hyper saline lake is drying up very fast and more than seventy percent of the water in the lake has vanished in recent years. In this research, the West and South banks of the lake's basin which is known as the West Azerbaijan province of Iran are studied. During the period from March 2001 to August 2011, six pilot stations for ground water near the lake shore were monitored. Correlation, cross-correlation, distribution, and regression analysis were done for lake and pilot stations. Several decision trees were fitted to the model and the most proper one was selected to test the hypothesis. Results show that the North West of the basin is the most interactive part of the ground water and the fitted decision tree model with randomly selected data is performing well.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Watershed Management 2015
Ana bilgisayar yayını alt yazısı	Power of the Watershed - Proceedings of the Watershed Management Symposium 2015
Editörler	Glenn E. Moglen
Yayınlayan	American Society of Civil Engineers (ASCE)
Sayfalar	62-71
Sayfa sayısı	10
ISBN (Elektronik)	9780784479322
DOI'lar	https://doi.org/10.1061/9780784479322.006
Yayın durumu	Yayınlandı - 2015
Etkinlik	11th Watershed Management Symposium 2015: Power of the Watershed - Reston, United States Süre: 5 Ağu 2015 → 7 Ağu 2015

Yayın serisi

Adı	Proceedings of the Watershed Management Symposium
Hacim	2015-January

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

???event.eventtypes.event.conference???	11th Watershed Management Symposium 2015: Power of the Watershed
Ülke/Bölge	United States
Şehir	Reston
Periyot	5/08/15 → 7/08/15

Bibliyografik not

Publisher Copyright:
© 2015 ASCE.

Belgeye Erişim

10.1061/9780784479322.006

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Vaheddoost, B., Aksoy, H., Abghari, H., & Naghadeh, S. Z. (2015). Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia. In G. E. Moglen (Ed.), Watershed Management 2015: Power of the Watershed - Proceedings of the Watershed Management Symposium 2015 (pp. 62-71). (Proceedings of the Watershed Management Symposium; Hac. 2015-January). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/9780784479322.006

Vaheddoost, B. ; Aksoy, H. ; Abghari, H. et al. / Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia. Watershed Management 2015: Power of the Watershed - Proceedings of the Watershed Management Symposium 2015. editör / Glenn E. Moglen. American Society of Civil Engineers (ASCE), 2015. pp. 62-71 (Proceedings of the Watershed Management Symposium).

@inproceedings{99af5d3eb6844b55ba433b50a0c819dc,

title = "Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia",

abstract = "Lake Urmia is located in the North West of Iran. The hyper saline lake is drying up very fast and more than seventy percent of the water in the lake has vanished in recent years. In this research, the West and South banks of the lake's basin which is known as the West Azerbaijan province of Iran are studied. During the period from March 2001 to August 2011, six pilot stations for ground water near the lake shore were monitored. Correlation, cross-correlation, distribution, and regression analysis were done for lake and pilot stations. Several decision trees were fitted to the model and the most proper one was selected to test the hypothesis. Results show that the North West of the basin is the most interactive part of the ground water and the fitted decision tree model with randomly selected data is performing well.",

keywords = "Decision tree, Ground water, Hyper-saline lake, Lake Urmia",

author = "B. Vaheddoost and H. Aksoy and H. Abghari and Naghadeh, \{S. Zare\}",

note = "Publisher Copyright: {\textcopyright} 2015 ASCE.; 11th Watershed Management Symposium 2015: Power of the Watershed ; Conference date: 05-08-2015 Through 07-08-2015",

year = "2015",

doi = "10.1061/9780784479322.006",

language = "English",

series = "Proceedings of the Watershed Management Symposium",

publisher = "American Society of Civil Engineers (ASCE)",

pages = "62--71",

editor = "Moglen, \{Glenn E.\}",

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address = "United States",

}

Vaheddoost, B, Aksoy, H, Abghari, H & Naghadeh, SZ 2015, Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia. in GE Moglen (ed.), Watershed Management 2015: Power of the Watershed - Proceedings of the Watershed Management Symposium 2015. Proceedings of the Watershed Management Symposium, hac. 2015-January, American Society of Civil Engineers (ASCE), pp. 62-71, 11th Watershed Management Symposium 2015: Power of the Watershed, Reston, United States, 5/08/15. https://doi.org/10.1061/9780784479322.006

Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia. / Vaheddoost, B.; Aksoy, H.; Abghari, H. et al.
Watershed Management 2015: Power of the Watershed - Proceedings of the Watershed Management Symposium 2015. ed. / Glenn E. Moglen. American Society of Civil Engineers (ASCE), 2015. p. 62-71 (Proceedings of the Watershed Management Symposium; Hac. 2015-January).

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

TY - GEN

T1 - Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia

AU - Vaheddoost, B.

AU - Aksoy, H.

AU - Abghari, H.

AU - Naghadeh, S. Zare

PY - 2015

Y1 - 2015

N2 - Lake Urmia is located in the North West of Iran. The hyper saline lake is drying up very fast and more than seventy percent of the water in the lake has vanished in recent years. In this research, the West and South banks of the lake's basin which is known as the West Azerbaijan province of Iran are studied. During the period from March 2001 to August 2011, six pilot stations for ground water near the lake shore were monitored. Correlation, cross-correlation, distribution, and regression analysis were done for lake and pilot stations. Several decision trees were fitted to the model and the most proper one was selected to test the hypothesis. Results show that the North West of the basin is the most interactive part of the ground water and the fitted decision tree model with randomly selected data is performing well.

AB - Lake Urmia is located in the North West of Iran. The hyper saline lake is drying up very fast and more than seventy percent of the water in the lake has vanished in recent years. In this research, the West and South banks of the lake's basin which is known as the West Azerbaijan province of Iran are studied. During the period from March 2001 to August 2011, six pilot stations for ground water near the lake shore were monitored. Correlation, cross-correlation, distribution, and regression analysis were done for lake and pilot stations. Several decision trees were fitted to the model and the most proper one was selected to test the hypothesis. Results show that the North West of the basin is the most interactive part of the ground water and the fitted decision tree model with randomly selected data is performing well.

KW - Decision tree

KW - Ground water

KW - Hyper-saline lake

KW - Lake Urmia

UR - https://www.scopus.com/pages/publications/84958521703

U2 - 10.1061/9780784479322.006

DO - 10.1061/9780784479322.006

M3 - Conference contribution

AN - SCOPUS:84958521703

T3 - Proceedings of the Watershed Management Symposium

SP - 62

EP - 71

BT - Watershed Management 2015

A2 - Moglen, Glenn E.

PB - American Society of Civil Engineers (ASCE)

T2 - 11th Watershed Management Symposium 2015: Power of the Watershed

Y2 - 5 August 2015 through 7 August 2015

ER -

Vaheddoost B, Aksoy H, Abghari H, Naghadeh SZ. Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia. In Moglen GE, editör, Watershed Management 2015: Power of the Watershed - Proceedings of the Watershed Management Symposium 2015. American Society of Civil Engineers (ASCE). 2015. p. 62-71. (Proceedings of the Watershed Management Symposium). doi: 10.1061/9780784479322.006

Decision Tree for Measuring the Interaction of Hyper-Saline Lake and Coastal Aquifer in Lake Urmia

Özet

Yayın serisi

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

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

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