Short-Term Forecasting of Daily Pan Evaporation Using Corrected Numerical Weather Forecasts Products

Evapotranspiration Modeling Using Different Tree Based Ensembled Machine Learning Algorithm

(2022) Yash Agrawal et al.   WATER RESOURCES MANAGEMENT

Modelling monthly pan evaporation utilising Random Forest and deep learning algorithms

(2022) Mustafa Abed et al.   Scientific Reports

Estimation of actual evapotranspiration and its components in an irrigated area by integrating the Shuttleworth-Wallace and surface temperature-vegetation index schemes using the particle swarm optimization algorithm

(2021) Yaokui Cui et al.   AGRICULTURAL AND FOREST METEOROLOGY

Modeling of pan evaporation based on the development of machine learning methods

(2021) Mustafa Al-Mukhtar   THEORETICAL AND APPLIED CLIMATOLOGY

Application of long short-term memory neural network technique for predicting monthly pan evaporation

(2021) Mustafa Abed et al.   Scientific Reports

Real‐time flood forecasting based on a high‐performance 2D hydrodynamic model and numerical weather predictions

(2020) Xiaodong Ming et al.   WATER RESOURCES RESEARCH

Utility of Artificial Neural Networks in Modeling Pan Evaporation in Hyper-Arid Climates

(2020) Abdullah A. Alsumaiei   Water

Pan evaporation estimation and derivation of explicit optimized equations by novel hybrid meta-heuristic ANN based methods in different climates of Iran

(2020) Akram Seifi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm

(2020) Wenqing Xu et al.   Atmosphere

Prediction Skill of Extended Range 2-m Maximum Air Temperature Probabilistic Forecasts Using Machine Learning Post-Processing Methods

(2020) Ting Peng et al.   Atmosphere

Analysis of Random Forest Modeling Strategies for Multi-Step Wind Speed Forecasting

(2020) Daniel Vassallo et al.   Energies

Improved prediction of daily pan evaporation using Deep-LSTM model

(2019) Babita Majhi et al.   NEURAL COMPUTING & APPLICATIONS

Ensemble flood forecasting based on a coupled atmospheric-hydrological modeling system with data assimilation

(2019) Jiyang Tian et al.   ATMOSPHERIC RESEARCH

On the applicability of maximum overlap discrete wavelet transform integrated with MARS and M5 model tree for monthly pan evaporation prediction

(2019) Alireza Ghaemi et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Synergistic Use of a High-Resolution Numerical Weather Prediction Model and High-Resolution Earth Observation Products to Improve Precipitation Forecast

(2019) Martina Lagasio et al.   Remote Sensing

Ensemble empirical mode decomposition based adaptive wavelet neural network method for wind speed prediction

(2018) Madasthu Santhosh et al.   ENERGY CONVERSION AND MANAGEMENT

One-day-ahead probabilistic wind speed forecast based on optimized numerical weather prediction data

(2018) Xinyu Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

Daily pan evaporation modeling from local and cross-station data using three tree-based machine learning models

(2018) Xianghui Lu et al.   JOURNAL OF HYDROLOGY

Application of ensemble empirical mode decomposition based on machine learning methodologies in forecasting monthly pan evaporation

(2018) Mohammad Rezaie-Balf et al.   HYDROLOGY RESEARCH

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

(2018) L. Benali et al.   RENEWABLE ENERGY

A novel hybrid model for hourly global solar radiation prediction using random forests technique and firefly algorithm

(2017) Ibrahim Anwar Ibrahim et al.   ENERGY CONVERSION AND MANAGEMENT

Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree

(2016) Ozgur Kisi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An improved technique for global solar radiation estimation using numerical weather prediction

(2015) M.A. Shamim et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2015) Ozgur Kisi   JOURNAL OF HYDROLOGY

The quiet revolution of numerical weather prediction

(2015) Peter Bauer et al.   NATURE

Forecasting daily reference evapotranspiration for Australia using numerical weather prediction outputs

(2014) Kushan C. Perera et al.   AGRICULTURAL AND FOREST METEOROLOGY

Spatiotemporal variations of pan evaporation in China during 1960-2005: changing patterns and causes

(2014) Qiang Zhang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Evapotranspiration of an oasis-desert transition zone in the middle stream of Heihe River, Northwest China

(2014) LiWen Zhao et al.   Journal of Arid Land

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

(2013) Niya Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Analysis of changing pan evaporation in the arid region of Northwest China

(2013) Zhi Li et al.   WATER RESOURCES RESEARCH

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

(2012) Cyril Voyant et al.   ENERGY

Identification of dominant climate factor for pan evaporation trend in the Tibetan Plateau

(2011) Xiaomang Liu et al.   Journal of Geographical Sciences

Climatic factors influencing changing pan evaporation across China from 1961 to 2001

(2011) Hanbo Yang et al.   JOURNAL OF HYDROLOGY

Reducing errors of wind speed forecasts by an optimal combination of post-processing methods

(2011) Conor P. Sweeney et al.   METEOROLOGICAL APPLICATIONS

Bias correction of monthly precipitation and temperature fields from Intergovernmental Panel on Climate Change AR4 models using equidistant quantile matching

(2010) Haibin Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH