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Deep-learning based down-scaling of summer monsoon rainfall data over
  Indian region
v1v2v3 (latest)

Deep-learning based down-scaling of summer monsoon rainfall data over Indian region

Theoretical and Applied Climatology (TAC), 2020
23 November 2020
B. Kumar
R. Chattopadhyay
Manmeet Singh
Niraj Chaudhari
Karthik Kodari
Amit Barve
    AI4Cl
ArXiv (abs)PDFHTML

Papers citing "Deep-learning based down-scaling of summer monsoon rainfall data over Indian region"

10 / 10 papers shown
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
Xiao Wang
Jong Youl Choi
Takuya Kurihaya
Isaac Lyngaas
Hong-Jun Yoon
...
Dali Wang
Peter Thornton
Prasanna Balaprakash
M. Ashfaq
Dan Lu
321
3
0
07 May 2025
RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling
RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall DownscalingArtificial Intelligence for the Earth Systems (AI4ES), 2025
Marcello Iotti
Paolo Davini
Jost von Hardenberg
Giuseppe Zappa
GAN
234
1
0
17 Mar 2025
Global spatio-temporal downscaling of ERA5 precipitation through
  generative AI
Global spatio-temporal downscaling of ERA5 precipitation through generative AInpj Climate and Atmospheric Science (npj Clim. Atmos. Sci.), 2024
Luca Glawion
Julius Polz
Harald Kunstmann
Benjamin Fersch
Christian Chwala
AI4Cl
341
11
0
22 Nov 2024
Self Supervised Vision for Climate Downscaling
Self Supervised Vision for Climate DownscalingInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Karandeep Singh
Chaeyoon Jeong
Naufal Shidqi
Sungwon Park
A. Nellikkattil
Elke Zeller
Meeyoung Cha
AI4Cl
281
0
0
09 Jan 2024
Multi-variable Hard Physical Constraints for Climate Model Downscaling
Multi-variable Hard Physical Constraints for Climate Model Downscaling
Jose González-Abad
Álex Hernández-García
P. Harder
David Rolnick
José Manuel Gutiérrez
AI4Cl
214
9
0
02 Aug 2023
Algorithmic Hallucinations of Near-Surface Winds: Statistical
  Downscaling with Generative Adversarial Networks to Convection-Permitting
  Scales
Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting ScalesArtificial Intelligence for the Earth Systems (AI4ES), 2023
Nicolaas J. Annau
Alex J. Cannon
A. Monahan
280
25
0
17 Feb 2023
Urban precipitation downscaling using deep learning: a smart city
  application over Austin, Texas, USA
Urban precipitation downscaling using deep learning: a smart city application over Austin, Texas, USA
Manmeet Singh
N. Acharya
S. Jamshidi
Junfeng Jiao
Zong‐Liang Yang
M. Coudert
Z. Baumer
D. Niyogi
121
1
0
15 Aug 2022
On the modern deep learning approaches for precipitation downscaling
On the modern deep learning approaches for precipitation downscalingEarth Science Informatics (ESI), 2022
B. Kumar
Kaustubh Atey
B. Singh
R. Chattopadhyay
N. Acharya
Manmeet Singh
R. Nanjundiah
A. S. Rao
MLAU
321
56
0
02 Jul 2022
A Generative Deep Learning Approach to Stochastic Downscaling of
  Precipitation Forecasts
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation ForecastsJournal of Advances in Modeling Earth Systems (JAMES), 2022
L. Harris
Andrew T. T. McRae
Matthew Chantry
P. Dueben
T. Palmer
293
154
0
05 Apr 2022
Machine learning for Earth System Science (ESS): A survey, status and
  future directions for South Asia
Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia
Manmeet Singh
B. Kumar
R. Chattopadhyay
K. Amarjyothi
Anup K. Sutar
Sukanta Roy
Suryachandra A. Rao
R. Nanjundiah
AI4Cl
194
1
0
24 Dec 2021
1
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