Buradasınız

CBS VE UZAKTAN ALGILAMA DESTEKLİ KAR ERİMESİ MODELİ (SRM) İLE AKIŞ HİDROGRAFI BENZETİMİ (KAYSERİ-SARIZ ÇAYI HAVZASI ÖRNEĞİ)

SIMULATION OF THE RUNOFF HYDROGRAPH BY SRM SUPPORTED BY GIS AND REMOTE SENSING (KAYSERİ-SARIZ CREEK WATERSHED CASE STUDY)

Journal Name:

Publication Year:

Abstract (2. Language): 
The significant part of annual runoff volume of the basins located at high altitudes with great snow potential is produced by melting of the accumulated snow in spring months. Modeling of hydrograph accumulation during melting seasons of snow is important for the operation of water resources as efficient and sustainable as possible. In this study, the simulation of hydrographs of Sarız Creek watershed in Seyhan Basin was studied for the snow melting seasons (March-April) of 2004 and 2005. Snowmelt Runoff Model (SRM), which is widely used in hydrological modeling, was applied together with Remote Sensing (RS) and Geographic Information Systems (GIS) technologies for determination of snowmelt runoff volume. SRM requires some daily climatologic variables of temperature, precipitation and snow covered area. Daily snow covered area values were determined by analyzing of MODIS satellite images with GIS. In the simulation studies, two cases were assessed. Solution has been provided as two alternatives. The simulated and observed hydrographs were compared and found in harmony. To make better and more reliable models, some improvements starting from the field observation are proposed.
Abstract (Original Language): 
Kar potansiyelinin fazla olduğu yüksek bölgelerdeki akarsu havzaların yıllık akış hacimlerinin büyük bir kısmı, kış aylarında oluşan kar örtüsünün ilkbaharda erimesi sonucu oluşmaktadır. Kardan beslenen havzalarda; havza akışının modellenmesi, su kaynaklarının verimli ve sürdürülebilir olarak işletilmesi bakımından önemlidir. Bu kapsamda; Seyhan Havzasının bir alt havzası olan Sarız Çayı Havzasının, 2004 ve 2005 yılları kar erime dönemlerine ait (Mart-Nisan) hidrograflarının simülasyonu (benzetimi) üzerine çalışılmıştır. Çalışmada, kar akış hacminin belirlenmesinde yaygın olarak kullanılan kar erimesi akışı hidrolojik modelleme programı olan Snowmelt Runoff Model (SRM), Uzaktan Algılama ve Coğrafi Bilgi Sistemleri (CBS) ile birlikte uygulanmıştır. SRM programı bağımsız değişken olarak; sıcaklık, yağış ve karla kaplı alanın (KKA) günlük değişimlerine ihtiyaç duymaktadır. KKA değişimi, MODIS (Moderate Resolution Imaging Spectroradiometer) uydu görüntülerinin CBS ile sorgulanması sonucu belirlenmiştir. Benzetim çalışması iki alternatifli olarak yapılmıştır. Benzetilen hidrograflar, gözlenen hidrograflarla karşılaştırılmıştır ve genelde uyumludur. Benzetim çalışmalarının daha iyi ve güvenilir sonuç vermesi için çözüm önerilerinde bulunulmuştur.
91
101

REFERENCES

References: 

1. Gürer, İ., Kar Erimesi ve Akımı (Uludağ
Örneği), Doçentlik Tezi, Hacettepe Üniversitesi,
Mühendislik Fakültesi, 1982.
2. Wurbs, R.A., Water Management Models,
Prentice Hall PTR, New Jersey, A.B.D., 1995.
3. Day, C.A., “Modelling Impacts of Climate Change
on Snowmelt Runoff Generation and Streamflow
Across Western US Mountain Basins: A Review of
Techniques and Applications for Water Resource
Management”, Progress in Physical Geography,
Cilt 33, No 5, 614-633, 2009.
4. Rango, A. ve Martinec, J., “Revisiting the Degree-
Day Method for Snowmelt Computations”, Water
Resources Bulletin, Cilt 31, No 4, 657-669, 1995.
5. Singh, V.P., Computer Models of Watershed
Hydrology, Water Resources Publications,
Colorado, A.B.D., 1995.
6. Baumgartner, M.F. ve Apfl, G., “Towards an
Integrated Geographic Analysis with Remote
Sensing, GIS and Consecutive Modeling for Snow
Cover Monitoring”, International Journal of
Remote Sensing, Cilt 15, No 7, 1507-1517, 1994.
7. Baumgartner, M.F., Seidel ve K., Martinec, J.,
“Toward Snowmelt Runoff Forecast Based on
Multisensor Remote Sensing Information”, IEEE
Transactions on Geosciense and Remote
Sensing, Cilt 25, No 6, 746-750, 1987.
8. Taşdemir, G., Uzaktan Algılama ve Coğrafi
Bilgi Sistemlerinin Birlikte Kullanılması ile
Kar Erimesi Akış Hidrografının Benzetimi
(Sarız Çayı Havzası Örneği), Yüksek Lisans
Tezi, Gazi Üniversitesi, Fen Bilimleri Enstitüsü,
2009.
9. Tudes, S., “Proposal of the Analytical Model on
the Evaluation of the Geological Thresholds in
Planning: Case Study Portsmouth (England)”,
Journal of the Faculty of Engineering and
Architecture of Gazi University, Cilt 26, No 2,
273-288, 2011.
CBS ve Uzaktan Algılama Destekli Kar Erimesi Modeli (SRM) ile Akış Hidrografı Benzetimi... İ. Gürer ve İ. Uçar
Gazi Üniv. Müh. Mim. Fak. Der. Cilt 28, No 1, 2013 101
10. Yuksel, U.D. ve Yilmaz, O., “A Study on
Determining and Evaluating Summertime Urban
Heat Islands in Ankara at Regional and Local
Scale Utilizing Remote Sensing and
Meteorological Data” Journal of the Faculty of
Engineering and Architecture of Gazi
University, Cilt 23, No 4, 937-952, 2008.
11. Butt, M.J. ve Bilal, M., “Application of Snowmelt
Runoff Model for Water Resource Management”,
Hydrological Processes, Cilt 25, No 24, 3735-
3747, 2009.
12. Acar, R., Senocak, S. ve Sengul, S., “Snow
Hydrology Studies in the Mountainous Eastern
Part of Turkey”, IEEE International Conference
on Industrial Engineering and Engineering
Management (IEEM 2009), Hong Kong, China,
1578-1582, 08-11 Aralık 2009.
13. Mu, Z., Jiang, H, Peng, L. ve He, Y., “A Digital
Hydrological Model of High Cold Alpine Areas
and Its Application”, 6th International
Symposium on Digital Earth - Data Processing
and Applications, Beijing, China, Cilt 7841, No
78411N, 09-12 Eylül 2009.
14. DSİ, Yukarı Seyhan Master Planı, Verbundplan
GmbH, Cilt 1, Türkiye, 1984.
15. Martinec, J., Rango, A., Roberts, R., WinSRM
1.11-Snowmelt Runoff Model User’s Manual,
Editörler: Gomez-Landesa E. ve Bleiweiss, P.M.,
New Mexico State University, Las Cruces, New
Mexico, A.B.D., 2008.
16. Rango A., “Spaceborne Remote Sensing for Snow
Hydrology Applications”, Hydrological Sciences
Journal, Cilt 41, No 4, 477-494, 1996.
17. Tekeli A.E., Akyurek, Z., Sorman, A.A., Sensoy,
A. ve Sorman, A.U., “Using MODIS Snow Cover
Maps in Modeling Snowmelt Runoff Process in
the Eastern Part of Turkey”, Remote Sensing of
Environment, Cilt 97, No 2, 228-229, 2005.
18. Hall, D.K. ve Riggs, G.A., “Accuracy Assessment
of the MODIS Snow Products”, Hydrological
Processes, Cilt 21, No 12, 1534-1547, 2007.
19. Hall, D.K., Riggs, G.A., Salomonson, V.V.,
DiGirolamo, N.E. ve Bayr, K.J., “MODIS Snow-
Cover Products”, Remote Sensing of
Environment, Cilt 83, No 1-2, 181-194, 2002.
20. Klein, A.G., Hall, D.K. ve Riggs, G.A.,
“Improving Snow-Cover Mapping in Forests
Through the Use of a Canopy Reflectance Model”,
Hydrologic Processes, Cilt 12, No 10-11, 1723-
1744 (1998).
21. Riggs, G.A. ve Hall, D.K., “Reduction of Cloud
Obscuration in the MODIS Snow Data Product”,
59th Eastern Snow Conference, Stowe, Vermont,
A.B.D., 2002.
22. Li, B., Zhu, A., Zhou, C., Zhang, Y., Pei, T. ve
Qin, C., “Automatic Mapping of Snow Cover
Depletion Curves Using Optical Remote Sensing
Data Under Conditions of Frequent Cloud Cover
and Temporary Snow” Hydrological Processes,
Cilt 22, No 16, 2930-2942, 2008.
23. Salomonson, V.V. ve Apel, I., “Estimating
Fractional Snow Cover From MODIS Using the
Normalized Difference Snow Index (NDSI)”,
Remote Sensing of Environment, Cilt 89, No 3,
351-360, 2004.
24. Dobreva, I.D. ve Klein, A.G., “Fractional Snow
Cover Mapping Through Artificial Neural
Network Analysis of MODIS Surface
Reflectance” Remote Sensing of Environment,
Cilt 115, No 12, 3355-3366, 2011.
25. Salomonson, V.V. ve Apel, I., “Development of
the Aqua MODIS NDSI Fractional Snow Cover
Algorithm and Validation Results”, IEEE
Transactions on Geoscience and Remote
Sensing, Cilt 44, No 7, 1747-1756, 2006.
26. Martinec, J. ve Rango, A., “Parameter Values for
Snowmelt Runoff Modeling”, Journal of
Hydrology, Cilt 84, No 3-4, 197-219, 1986.
27. Dey, B., Sharma, V.K. ve Rango, A., “A Test of
Snowmelt Runoff Model for a Major River Basin
in Western Himalayas”, Nordic Hydrology, Cilt
20, No 3, 167–178, 2009.

Thank you for copying data from http://www.arastirmax.com