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Paper Information

Journal:   JOURNAL OF WATERSHED MANAGEMENT RESEARCH   FALL 2015-WINTER 2016 , Volume 6 , Number 12; Page(s) 75 To 87.
 
Paper: 

MAPPING GROUNDWATER SPRING OCCURRENCE POTENTIAL USING LOGISTIC REGRESSION STATISTICAL METHOD (CASE STUDY: MIREDEH MOUNTAINOUS WATERSHED, KURDISTAN)

 
 
Author(s):  ZANDI SEIRAN, SOLEYMANI KARIM, ZANDI JALAL*
 
* SARI AGRICULTURAL SCIENCES AND NATURAL RESOURCES UNIVERSITY
 
Abstract: 

The purpose of this study is to produce a groundwater spring potential map based on statistical and probability logistic regression method. The spatial locations of the springs in mountainous Miradeh watershed, Kurdistan province, with 381 Km2 were determined. Based on field and local study and Water Resources Management Company, spatial location of 904 springs in the study area were registered and 304 springs selected randomly as test data set and the remaining 600 spring were used for training the network. Forward stepwise LR was used to analyze the data and to find the most influential factors on spring occurrence that are statistically significant. The accuracy of model evaluates and verified using statistics such as: -2LL, Cox, Snell and Nagelkerke R2. The accuracy of each model to predict was evaluated using calculating the area under the ROC curve values. ArcGIS was used to apply the proposed method and calculate statistical and Probability of spring occurrence potential. This can help planners and engineers in groundwater development plans and land-use planning.

 
Keyword(s): GROUNDWATER POTENTIAL, SPRING, LOGISTIC REGRESSION, GIS
 
 
References: 
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Click to Cite.
APA: Copy

ZANDI, S., & SOLEYMANI, K., & ZANDI, J. (2016). MAPPING GROUNDWATER SPRING OCCURRENCE POTENTIAL USING LOGISTIC REGRESSION STATISTICAL METHOD (CASE STUDY: MIREDEH MOUNTAINOUS WATERSHED, KURDISTAN). JOURNAL OF WATERSHED MANAGEMENT RESEARCH, 6(12), 75-87. https://www.sid.ir/en/journal/ViewPaper.aspx?id=508573



Vancouver: Copy

ZANDI SEIRAN, SOLEYMANI KARIM, ZANDI JALAL. MAPPING GROUNDWATER SPRING OCCURRENCE POTENTIAL USING LOGISTIC REGRESSION STATISTICAL METHOD (CASE STUDY: MIREDEH MOUNTAINOUS WATERSHED, KURDISTAN). JOURNAL OF WATERSHED MANAGEMENT RESEARCH. 2016 [cited 2021May11];6(12):75-87. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=508573



IEEE: Copy

ZANDI, S., SOLEYMANI, K., ZANDI, J., 2016. MAPPING GROUNDWATER SPRING OCCURRENCE POTENTIAL USING LOGISTIC REGRESSION STATISTICAL METHOD (CASE STUDY: MIREDEH MOUNTAINOUS WATERSHED, KURDISTAN). JOURNAL OF WATERSHED MANAGEMENT RESEARCH, [online] 6(12), pp.75-87. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=508573.



 
 
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