相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain
Juan Antonio Bellido-Jimenez et al.
AGRICULTURAL WATER MANAGEMENT (2021)
RainForest: a random forest algorithm for quantitative precipitation estimation over Switzerland
Daniel Wolfensberger et al.
ATMOSPHERIC MEASUREMENT TECHNIQUES (2021)
A Deep Learning-Based Methodology for Precipitation Nowcasting With Radar
Lei Chen et al.
EARTH AND SPACE SCIENCE (2020)
Clustering approach to urban rainfall time series prediction with support vector regression model
Joanna Kajewska-Szkudlarek
URBAN WATER JOURNAL (2020)
Precipitation forecast of the Wujiang River Basin based on artificial bee colony algorithm and backpropagation neural network
Yongtao Wang et al.
ALEXANDRIA ENGINEERING JOURNAL (2020)
Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment
Javier Estevez et al.
WATER (2020)
Assessing the Best Gap-Filling Technique for River Stage Data Suitable for Low Capacity Processors and Real-Time Application Using IoT
Antonio Madueno Luna et al.
SENSORS (2020)
Precipitation analysis and forecasting using singular spectrum analysis with artificial neural networks
Mingdong Sun et al.
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2019)
Construction of a drought monitoring model using deep learning based on multi-source remote sensing data
Runping Shen et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2019)
Precipitation Forecasting Using Multilayer Neural Network and Support Vector Machine Optimization Based on Flow Regime Algorithm Taking into Account Uncertainties of Soft Computing Models
Fatemeh Barzegari Banadkooki et al.
SUSTAINABILITY (2019)
Spatial regression test for ensuring temperature data quality in southern Spain
J. Estevez et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2018)
Application of remote sensing techniques to study aerosol water vapour uptake in a real atmosphere
A. J. Fernandez et al.
ATMOSPHERIC RESEARCH (2018)
Alternative approaches for estimating missing climate data: application to monthly precipitation records in South-Central Chile
Alonso Barrios et al.
FOREST ECOSYSTEMS (2018)
A Hybrid Model for Monthly Precipitation Time Series Forecasting Based on Variational Mode Decomposition with Extreme Learning Machine
Guohui Li et al.
INFORMATION (2018)
An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives
Sam Cramer et al.
EXPERT SYSTEMS WITH APPLICATIONS (2017)
A random forest algorithm for nowcasting of intense precipitation events
Saurabh Das et al.
ADVANCES IN SPACE RESEARCH (2017)
A novel approach for precipitation forecast via improved K-nearest neighbor algorithm
Mingming Huang et al.
ADVANCED ENGINEERING INFORMATICS (2017)
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach
Adil M. Bagirov et al.
ATMOSPHERIC RESEARCH (2017)
Novel SVM-based technique to improve rainfall estimation over the Mediterranean region (north of Algeria) using the multispectral MSG SEVIRI imagery
Mounir Sehad et al.
ADVANCES IN SPACE RESEARCH (2017)
Genetic Programming-Based Ordinary Kriging for Spatial Interpolation of Rainfall
Sajal Kumar Adhikary et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2016)
Taking the Human Out of the Loop: A Review of Bayesian Optimization
Bobak Shahriari et al.
PROCEEDINGS OF THE IEEE (2016)
A Heuristic Gap Filling Method for Daily Precipitation Series
Jungjin Kim et al.
WATER RESOURCES MANAGEMENT (2016)
Gap Filling of Precipitation Data by SSA - Singular Spectrum Analysis
A. S. F. Filho et al.
XXVII IUPAP CONFERENCE ON COMPUTATIONAL PHYSICS (CCP2015) (2016)
Detection of spurious precipitation signals from automatic weather stations in irrigated areas
J. Estevez et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2015)
Seasonal and annual precipitation time series trend analysis in North Carolina, United States
Mohammad Sayemuzzaman et al.
ATMOSPHERIC RESEARCH (2014)
Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data
E. G. Ortiz-Garcia et al.
ATMOSPHERIC RESEARCH (2014)
Missing precipitation data estimation using optimal proximity metric-based imputation, nearest-neighbour classification and cluster-based interpolation methods
Ramesh S. V. Teegavarapu
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2014)
Extreme Quantitative Precipitation Forecast Performance at the Weather Prediction Center from 2001 to 2011
Ellen M. Sukovich et al.
WEATHER AND FORECASTING (2014)
Prediction of extreme rainfall event using weather pattern recognition and support vector machine classifier
Munir Ahmad Nayak et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2013)
Comparison of regression and kriging techniques for mapping the average annual precipitation of Turkey
P. A. Bostan et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2012)
Comparison of Rainfall Interpolation Methods in a Mountainous Region of a Tropical Island
Alan Mair et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2011)
Guidelines on validation procedures for meteorological data from automatic weather stations
J. Estevez et al.
JOURNAL OF HYDROLOGY (2011)
Improving estimation of missing values in daily precipitation series by a probability density function-preserving approach
C. Simolo et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2010)
Optimal functional forms for estimation of missing precipitation data
Ramesh S. V. Teegavarapu et al.
JOURNAL OF HYDROLOGY (2009)
Wavelet and neuro-fuzzy conjunction model for precipitation forecasting
Turgay Partal et al.
JOURNAL OF HYDROLOGY (2007)
Improved weighting methods, deterministic and stochastic data-driven models for estimation of missing precipitation records
RSV Teegavarapu et al.
JOURNAL OF HYDROLOGY (2005)
Application of PCA and time series analysis in studies of precipitation in Tricity (Poland)
A Astel et al.
ADVANCES IN ENVIRONMENTAL RESEARCH (2004)
分享论文
