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@article{ART001387174},
author={손아롱 and Han Kun Yeun and 김지은},
title={Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin},
journal={Journal of Environmental Impact Assessment},
issn={1225-7184},
year={2009},
volume={18},
number={5},
pages={271-280}

TY - JOUR
AU - 손아롱
AU - Han Kun Yeun
AU - 김지은
TI - Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin
JO - Journal of Environmental Impact Assessment
PY - 2009
VL - 18
IS - 5
PB - Korean Society Of Environmental Impact Assessment
SP - 271
EP - 280
SN - 1225-7184
AB - The objective of this study is to develop a reliable flow forecasting model based on neural network algorithm in order to provide flow rate at stream sections without flow measurement in Nakdong river. Stream flow rate measured at 8-days interval by Nakdong river environment research center, daily upper dam discharge and precipitation data connecting upstream stage gauge were used in this development. Back propagation neural network and multi-layer with hidden layer that exists between input and output layer are used in model learning and constructing, respectively. Model calibration and verification is conducted based on observed data from 3 station in Nakdong river.
KW - FFN;flow interpolation;neural network;river flow estimation
DO -
UR -
ER -

손아롱, Han Kun Yeun and 김지은. (2009). Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin. Journal of Environmental Impact Assessment, 18(5), 271-280.

손아롱, Han Kun Yeun and 김지은. 2009, "Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin", Journal of Environmental Impact Assessment, vol.18, no.5 pp.271-280.

손아롱, Han Kun Yeun, 김지은 "Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin" Journal of Environmental Impact Assessment 18.5 pp.271-280 (2009) : 271.

손아롱, Han Kun Yeun, 김지은. Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin. 2009; 18(5), 271-280.

손아롱, Han Kun Yeun and 김지은. "Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin" Journal of Environmental Impact Assessment 18, no.5 (2009) : 271-280.

손아롱; Han Kun Yeun; 김지은. Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin. Journal of Environmental Impact Assessment, 18(5), 271-280.

손아롱; Han Kun Yeun; 김지은. Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin. Journal of Environmental Impact Assessment. 2009; 18(5) 271-280.

손아롱, Han Kun Yeun, 김지은. Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin. 2009; 18(5), 271-280.

손아롱, Han Kun Yeun and 김지은. "Development of Flow Interpolation Model Using Neural Network and its Application in Nakdong River Basin" Journal of Environmental Impact Assessment 18, no.5 (2009) : 271-280.