气象资料的统计降尺度方法综述

刘永和, 郭维栋, 冯锦明, 张可欣 - 地球科学进展, 2011 - adearth.ac.cn
统计降尺度是解决由气象模式输出的低分辨率资料到流域尺度资料转换的手段之一,
已成为一个重要的研究领域. 统计降尺度方法十分丰富, 分为传递函数法, 天气形势法和天气发生 …

Precipitation forecast using artificial neural networks in specific regions of Greece

KP Moustris, IK Larissi, PT Nastos… - Water resources …, 2011 - Springer
In recent years, significant changes in precipitation regimes have been observed and these
manifest in socio economic and ecological problems especially in regions with increased …

[HTML][HTML] Daily reservoir inflow forecasting using weather forecast downscaling and rainfall-runoff modeling: Application to Urmia Lake basin, Iran

A Meydani, A Dehghanipour, G Schoups… - Journal of Hydrology …, 2022 - Elsevier
Study region This study develops the first daily runoff forecast system for Bukan reservoir in
Urmia Lake basin (ULB), Iran, a region suffering from water shortages and competing water …

[HTML][HTML] Modeling of monthly rainfall and runoff of Urmia lake basin using “feed-forward neural network” and “time series analysis” model

J Farajzadeh, AF Fard, S Lotfi - Water Resources and Industry, 2014 - Elsevier
Urmia lake basin located in northwestern Iran is the second largest saline lake in the world.
Due to many reasons ie climate changes, several dam constructions, building a bridge …

Statistical downscaling in climatology

JT Schoof - Geography Compass, 2013 - Wiley Online Library
Downscaling is a term that has been used to describe the range of methods that are used to
infer regional‐scale or local‐scale climate information from coarsely resolved climate …

Rainfall prediction methodology with binary multilayer perceptron neural networks

JT Esteves, G de Souza Rolim, AS Ferraudo - Climate Dynamics, 2019 - Springer
Precipitation, in short periods of time, is a phenomenon associated with high levels of
uncertainty and variability. Given its nature, traditional forecasting techniques are expensive …

Changes in reference evapotranspiration across the Tibetan Plateau: Observations and future projections based on statistical downscaling

W Wang, W Xing, Q Shao, Z Yu, S Peng… - Journal of …, 2013 - Wiley Online Library
Long‐term changes in historical observations and future projections of reference
evapotranspiration (ET0) are of great importance in assessing the potential impacts of …

Hybrid SSA-ARIMA-ANN model for forecasting daily rainfall

P Unnikrishnan, V Jothiprakash - Water Resources Management, 2020 - Springer
Rainfall, which is one of the most important hydrologic processes, is influenced by many
meteorological factors like climatic change, atmospheric temperature, and atmospheric …

A maximal overlap discrete wavelet packet transform integrated approach for rainfall forecasting–A case study in the Awash River Basin (Ethiopia)

J Quilty, J Adamowski - Environmental Modelling & Software, 2021 - Elsevier
This study introduces the maximal overlap discrete wavelet packet transform (MODWPT) for
forecasting hydrological variables that exhibit change over multiple timescales (eg, rainfall …

Daily rainfall forecasting for one year in a single run using Singular Spectrum Analysis

P Unnikrishnan, V Jothiprakash - Journal of Hydrology, 2018 - Elsevier
Effective modelling and prediction of smaller time step rainfall is reported to be very difficult
owing to its highly erratic nature. Accurate forecast of daily rainfall for longer duration (multi …