Assessment of land-use Change Impacts on Water Quality Parameters in Sub-basins of Hableh Rood Watershed using Multivariate Statistics and Time Series Models (ARIMA)

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Pasandidehfard Zahra; MIKAEILI TABRIZI ALI REZA; MOSAEDI ABOLFAZL; REZAEI HASAN

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Journal: IRANIAN JOURNAL OF ECOHYDROLOGY Year:2019 | Volume:6 | Issue:1 Page(s): 29-39

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Title

Assessment of land-use Change Impacts on Water Quality Parameters in Sub-basins of Hableh Rood Watershed using Multivariate Statistics and Time Series Models (ARIMA)

Author(s)

Pasandidehfard Zahra | MIKAEILI TABRIZI ALI REZA | MOSAEDI ABOLFAZL | REZAEI HASAN | Issue Writer Certificate

Keywords

Akaike CriterionQ1

factor analysisQ1

Principal component analysisQ1

Time series modelsQ1

Abstract

The purpose of this study is to assess land use change impacts on quality of surface water resources in sub-basins of Hableh rood watershed. In order to fulfill this task, and by using Principal component analysis (PCA) and factor analysis (FA), TDS was selected as an indicator of water quality parameter. In the next step, by Time series models (ARIMA), TDS was modeled for 30 years and among different ARIMA models, a model with a lowest error and akaike (AIC) criterion was selected as an optimal model for TDS. Desirable models for Benkuh, Delichay, Gursefid, Keylan, Namrud, Marzdaran and Tangeh Rameh were (0, 1, 2), (0, 0, 1), (1, 1, 2), (4, 1, 0), (0, 1, 1), (1, 1, 1) and (1, 1, 1), respectively. The results of Time series models (ARIMA) showed that Namrud, Keylan and Gursefid have maximum amount of TDS. Then, land use was studied that showed maximum area of agricultural lands, residential and roads in these sub-basins. On the other hand, Industrial areas are located in Keylan and Namrud. The results of this study showed efficiency of time series modeling andmultivariate statistics in the analysis of land use change impacts on water quality parameters.

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APA: Copy

Pasandidehfard, Zahra, MIKAEILI TABRIZI, ALI REZA, MOSAEDI, ABOLFAZL, & REZAEI, HASAN. (2019). Assessment of land-use Change Impacts on Water Quality Parameters in Sub-basins of Hableh Rood Watershed using Multivariate Statistics and Time Series Models (ARIMA). IRANIAN JOURNAL OF ECOHYDROLOGY, 6(1 ), 29-39. SID. https://sid.ir/paper/254165/en

Vancouver: Copy

Pasandidehfard Zahra, MIKAEILI TABRIZI ALI REZA, MOSAEDI ABOLFAZL, REZAEI HASAN. Assessment of land-use Change Impacts on Water Quality Parameters in Sub-basins of Hableh Rood Watershed using Multivariate Statistics and Time Series Models (ARIMA). IRANIAN JOURNAL OF ECOHYDROLOGY[Internet]. 2019;6(1 ):29-39. Available from: https://sid.ir/paper/254165/en

IEEE: Copy

Zahra Pasandidehfard, ALI REZA MIKAEILI TABRIZI, ABOLFAZL MOSAEDI, and HASAN REZAEI, “Assessment of land-use Change Impacts on Water Quality Parameters in Sub-basins of Hableh Rood Watershed using Multivariate Statistics and Time Series Models (ARIMA),” IRANIAN JOURNAL OF ECOHYDROLOGY, vol. 6, no. 1 , pp. 29–39, 2019, [Online]. Available: https://sid.ir/paper/254165/en

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