Rainfall Nowcasting: A Convolutional LSTM Approach with Various Grayscale Representations of Weather Radar Images
Accurate rainfall forecasts empower authorities and localities to make informed decisions and preempt potential disasters. In line with this, rainfall nowcasting presents a promising solution, enabling precise forecasts of rainfall patterns in the short term. In this context, this study adopts the C...
Published in: | 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings |
---|---|
Main Author: | Majang B.C.; Zaini N.; Mazalan L.; Latip M.F.A. |
Format: | Conference paper |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2023
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85186667391&doi=10.1109%2fICSPC59664.2023.10420076&partnerID=40&md5=72be45b6d2764c9256b50cac4108b1ce |
Similar Items
-
Pedestrian detection using doppler radar and LSTM neural network
by: Azizi M.A.M.; Noh M.N.M.; Pasya I.; Yassin A.I.M.; Megat Ali M.S.A.
Published: (2020) -
WRF model input for improved radar rainfall estimates using Kalman Filter
by: Wardah T.; Huda S.Y.S.N.; Suzana R.; Hamzah A.; Maisarah W.W.I.
Published: (2014) -
Rainfall Data Assessment from X-Band Polarimetric Radar for Small Drainage Area
by: Hasan N.A.; Goto M.; Miyamoto K.; Iguchi M.; Tamunaidu P.; Ros F.C.
Published: (2024) -
Recognition of Radar-Based Deaf Sign Language Using Convolution Neural Network
by: Malik M.D.H.D.; Mansor W.; Rashid N.E.A.; Rahman M.Z.U.
Published: (2023) -
Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
by: Shazwani O.N.; Wardah T.; Nursalleh C.K.
Published: (2024)