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a_cnn

CNN based ENSO all season forecast model

ai-competition

Share the experience of AI competition

ai-earth

arctic_sic_prediction

Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic

atmodist

attention-mechanism-implementation

Implementation of different attention mechanisms in TensorFlow and PyTorch.

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

benchmark-on-so2satlcz42-dataset-a-simple-tour

cbam-tensorflow

CBAM implementation on TensowFlow

chalachew-github

Config files for my GitHub profile.

climart

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

climate-science-analysis

Various climate science analysis and plots: Sea Surface Temperature, Winds, Sea Ice, NAO, Empirical Orthogonal Functions, etc

climetlab-s2s-ai-challenge

climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge

cmip-6-very-wet-monsoon-seasons-in-india

Analysis of the projected very wet monsoon seasons on the Indian subcontinent using 32 CMIP6 models. Codes for publication: https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2022GL098856

cmip6-indian-monsoon

Analysis of the projected changes of the Indian summer monsoon using 32 CMIP6 models

cmip6_hma_paper

Repo for the paper: Climate change in the High Mountain Asia in CMIP6

cnn_lstm_era

Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"

crims2s

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

dart

Data Assimilation Research Testbed

deep-learning-for-multi-year-enso-reproduction

Deep learning for multi-year ENSO forecasts Reproduction

deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

deeppredtec

Deep Learning on Predicting GPS TEC Maps

dl4ds

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

dl4es

dl_enso

CNN for climate forecast

dl_enso-mc

dlcorrection_mjo

Deep-learning Bias correction for MJO prediction

earth-forecasting-transformer

Official implementation of Earthformer

east_asian_monsoon_toolkit

Toolkit of metrics and indices for monsoon characteristics, mostly over East Asia