Deep Learning-based Estimation and Mapping of Evapotranspiration in Cropland using Local Weather Prediction Model and Satellite Data

EALSTM-QR: Interval wind-power prediction model based on numerical weather prediction and deep learning

Energy ◽

10.1016/j.energy.2020.119692 ◽

2020 ◽

pp. 119692

Author(s):

Xiaosheng Peng ◽

Hongyu Wang ◽

Jianxun Lang ◽

Wenze Li ◽

Qiyou Xu ◽

...

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Wind Power ◽

Weather Prediction ◽

Power Prediction ◽

Numerical Weather ◽

Model Based ◽

Wind Power Prediction

Deep Learning Based Effective Weather Prediction Model for Tunceli City

10.1109/ubmk52708.2021.9558952 ◽

2021 ◽

Author(s):

Anil Utku ◽

Umit Can

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Weather Prediction

A GIS tool for the evaluation of the precipitation forecasts of a numerical weather prediction model using satellite data

Computers & Geosciences ◽

10.1016/j.cageo.2006.12.001 ◽

2007 ◽

Vol 33 (8) ◽

pp. 989-1007 ◽

Cited By ~ 8

Author(s):

Haralambos Feidas ◽

Themistoklis Kontos ◽

Nikolaos Soulakellis ◽

Konstantinos Lagouvardos

Keyword(s):

Prediction Model ◽

Satellite Data ◽

Weather Prediction ◽

A DEEP-LEARNING METHOD TO CORRECT THE OUTPUT OF A NUMERICAL WEATHER PREDICTION MODEL USED FOR SHORT-TERM PRECIPITATION FORECAST

Journal of Japan Society of Civil Engineers Ser G (Environmental Research) ◽

10.2208/jscejer.75.i_33 ◽

2019 ◽

Vol 75 (5) ◽

pp. I_33-I_39

Author(s):

Takeru KURAKAMI ◽

Kazuyoshi SOUMA ◽

Takashi MIYAMOTO ◽

Takahiko FURUYA ◽

Jun MAGOME ◽

...

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Weather Prediction ◽

Precipitation Forecast ◽

Learning Method ◽

Short Term ◽

The Influence of Hydrologic Modeling on the Predicted Local Weather: Two-Way Coupling of a Mesoscale Weather Prediction Model and a Land Surface Hydrologic Model

Journal of Hydrometeorology ◽

10.1175/1525-7541(2002)003<0505:tiohmo>2.0.co;2 ◽

2002 ◽

Vol 3 (5) ◽

pp. 505-523 ◽

Cited By ~ 86

Author(s):

G. Seuffert ◽

P. Gross ◽

C. Simmer ◽

E. F. Wood

Keyword(s):

Prediction Model ◽

Land Surface ◽

Hydrologic Modeling ◽

Weather Prediction ◽

Hydrologic Model ◽

Local Weather

Satellite data assimilation in global numerical weather prediction model using Kalman filter

10.1117/12.2249275 ◽

2016 ◽

Cited By ~ 1

Author(s):

Nikolay N. Bogoslovskiy ◽

Sergei I. Erin ◽

Irina A. Borodina ◽

Lubov I. Kizhner ◽

Kseniya A. Alipova

Keyword(s):

Kalman Filter ◽

Data Assimilation ◽

Prediction Model ◽

Satellite Data ◽

Weather Prediction ◽

APPLICATION OF A DEEP-LEARNING METHOD INCLUDING SHORTCUT PATHS TO CORRECT THE PRECIPITATION OUTPUTS OF A NUMERICAL WEATHER PREDICTION MODEL

Journal of Japan Society of Civil Engineers Ser G (Environmental Research) ◽

10.2208/jscejer.76.5_i_471 ◽

2020 ◽

Vol 76 (5) ◽

pp. I_471-I_478

Author(s):

Takeru KURAKAMI ◽

Kazuyoshi SOUMA ◽

Takashi MIYAMOTO ◽

Takahiko FURUYA ◽

Jun MAGOME ◽

...

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Weather Prediction ◽

Learning Method ◽

A Deep Learning Risk Prediction Model for Overall Survival in Patients with Gastric Cancer: A Multicenter Study

SSRN Electronic Journal ◽

10.2139/ssrn.3514655 ◽

2020 ◽

Author(s):

Liwen Zhang ◽

Di Dong ◽

Wenjuan Zhang ◽

Xiaohan Hao ◽

Mengjie Fang ◽

...

Keyword(s):

Gastric Cancer ◽

Overall Survival ◽

Deep Learning ◽

Prediction Model ◽

Risk Prediction ◽

Multicenter Study ◽

Risk Prediction Model

Quarterly numerical weather prediction model performance summary - July to September 2013

Australian Meteorological and Oceanographic Journal ◽

10.22499/2.6304.006 ◽

2013 ◽

Vol 63 (4) ◽

pp. 515-517

Author(s):

X Wu

Keyword(s):

Prediction Model ◽

Weather Prediction ◽

Model Performance ◽

Quarterly numerical weather prediction model performance summary April to June 2009

Australian Meteorological and Oceanographic Journal ◽

10.22499/2.5803.006 ◽

2009 ◽

Vol 58 (03) ◽

pp. 209-211

Author(s):

X Wu

Keyword(s):

Prediction Model ◽

Weather Prediction ◽

Model Performance ◽