Evaluating the hydrological utility of satellite-based rainfall products using neural network models over the Ghare Ghieh River basin, Iran
作者： Arman Abdollahipour , Hassan Ahmadi , Babak Aminnejad
DOI: 10.2166/WCC.2020.050
关键词: Satellite 、 Drainage basin 、 Environmental science 、 Artificial neural network 、 Hydrology
摘要:
iwaponline.com
sci-hub.st 参考文章(41)
Pingping Xie, John E. Janowiak, Phillip A. Arkin, Robert Adler, Arnold Gruber, Ralph Ferraro, George J. Huffman, Scott Curtis, GPCP Pentad Precipitation analyses: An experimental dataset based on gauge observations and satellite estimates Journal of Climate. ,vol. 16, pp. 2197- 2214 ,(2003) , 10.1175/2769.1
Marie-Amélie Boucher, Luc Perreault, François Anctil, Tools for the assessment of hydrological ensemble forecasts obtained by neural networks Journal of Hydroinformatics. ,vol. 11, pp. 297- 307 ,(2009) , 10.2166/HYDRO.2009.037
K.W. Chau, Particle Swarm Optimization Training Algorithm for ANNs in Stage Prediction of Shing Mun River Journal of Hydrology. ,vol. 329, pp. 363- 367 ,(2006) , 10.1016/J.JHYDROL.2006.02.025
Kuok King Kuok, S Harun, SM Shamsuddin, Particle swarm optimization feedforward neural network for modeling runoff International Journal of Environmental Science and Technology. ,vol. 7, pp. 67- 78 ,(2010) , 10.1007/BF03326118
Xiang-Hu Li, Qi Zhang, Chong-Yu Xu, Suitability of the TRMM satellite rainfalls in driving a distributed hydrological model for water balance computations in Xinjiang catchment, Poyang lake basin Journal of Hydrology. ,vol. 426, pp. 28- 38 ,(2012) , 10.1016/J.JHYDROL.2012.01.013
Ahmadreza Zamani, Ahmadreza Azimian, Arnold Heemink, Dimitri Solomatine, Wave height prediction at the Caspian Sea using a data-driven model and ensemble-based data assimilation methods Journal of Hydroinformatics. ,vol. 11, pp. 154- 164 ,(2009) , 10.2166/HYDRO.2009.043
Matthias Steiner, Uncertainty of Estimates of Monthly Areal Rainfall for Temporally Sparse Remote Observations Water Resources Research. ,vol. 32, pp. 373- 388 ,(1996) , 10.1029/95WR03396
GJ Hufman, RF Adler, DT Bolvin, G Gu, EJ Nelkin, KP Bowman, Y Hong, EF Stocker, DB Wolf, The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales Journal of Hydrometeorology. ,vol. 8, pp. 38- 55 ,(2007) , 10.1175/JHM560.1
Iyan E. Mulia, Harold Tay, K. Roopsekhar, Pavel Tkalich, Hybrid ANN–GA model for predicting turbidity and chlorophyll-a concentrations Journal of Hydro-environment Research. ,vol. 7, pp. 279- 299 ,(2013) , 10.1016/J.JHER.2013.04.003
A. Sezin Tokar, Momcilo Markus, PRECIPITATION-RUNOFF MODELING USING ARTIFICIAL NEURAL NETWORKS AND CONCEPTUAL MODELS Journal of Hydrologic Engineering. ,vol. 5, pp. 156- 161 ,(2000) , 10.1061/(ASCE)1084-0699(2000)5:2(156)