Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches-Reference-Cited by-同舟云学术

Multivariate Drought Forecasting in Short- and Long-Term Horizons Using MSPI and Data-Driven Approaches

Published:2021-04 Issue:4 Volume:26 Page:04021006
ISSN:1084-0699
Container-title:Journal of Hydrologic Engineering
language:en
Short-container-title:J. Hydrol. Eng.

Author:

Aghelpour Pouya¹^ORCID,Kisi Ozgur²,Varshavian Vahid³

Affiliation:

1. Master’s Graduate, Agricultural Meteorology, Dept. of Water Engineering, Faculty of Agriculture, Bu-Ali Sina Univ., Ahmadi Roshan St., Hamedan 65178-38695, Iran. ORCID: .

2. School of Technology, Ilia State Univ., Kakutsa Cholokashvili Ave. 3/5, Tbilisi 0162, Georgia; Institute of Research and Development, Duy Tan Univ., Da Nang 550000, Vietnam.,

3. Assistant Professor, Agricultural Meteorology, Dept. of Water Engineering, Faculty of Agriculture, Bu-Ali Sina Univ., Ahmadi Roshan St., Hamedan 65178-38695, Iran (corresponding author).

Publisher

American Society of Civil Engineers (ASCE)

Subject

General Environmental Science,Water Science and Technology,Civil and Structural Engineering,Environmental Chemistry

Link

http://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29HE.1943-5584.0002059

Reference54 articles.

1. Drought monitoring and prediction using SPEI index and gene expression programming model in the west of Urmia Lake

2. Review of cycles and indices of drought and their effect on water resources, ecological, biological, agricultural, social and economical issues in Iran

3. The application of ANFIS prediction models for thermal error compensation on CNC machine tools

4. Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes

5. Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA

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