geek-yang / DLACs

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• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆31Updated 2 years ago
• leelew / HybridHydro
  Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…
  ☆10Updated last year
• kaighin / ETC
  Code for implementing Extended Triple Collocation (ETC)
  ☆10Updated 8 years ago
• huangzq681 / YRB_heatwave_2023
  Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…
  ☆16Updated 10 months ago
• haozhen315 / CCAM-China-Catchment-Attributes-and-Meteorology-dataset
  Accompanying code for CCAM dataset
  ☆17Updated 7 months ago
• CAMS-AI / P-UNet_ODiceloss
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• osungmin / paper_SciData2021_SoMo_v1
  Paper scripts for O and Orth (Scientific Data, 2021)
  ☆13Updated 3 years ago
• kratzert / lstm_for_pub
  Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
  ☆40Updated 3 years ago
• OuyangWenyu / aqualord
  Data for Water Resource Management
  ☆23Updated 2 years ago
• oreopie / physics-aware-dl
  Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
  ☆14Updated 3 years ago
• ahernanzl / pyClim-SDM
  Statistical Downscaling for Climate Change Projections with a Graphical User Interface
  ☆27Updated last week
• cryptonymous9 / Augmented-ConvLSTM
  A statistical downscaling approach using ConvLSTMs.
  ☆27Updated 2 years ago
• andersonsam / cnn_lstm_era
  Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…
  ☆19Updated last year
• hectornieto / model_evaluation
  Python code for evaluating geophysical models using conventional and triple collocation methods
  ☆20Updated 3 months ago
• geogismx / Heatwavetracker
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• oreopie / hydro-interpretive-dl
  Interpretive deep learning for identifying flooding mechanisms
  ☆16Updated 2 months ago
• NMC-DAVE / dk_tutorials_2021
  2021年统计后处理培训教程.
  ☆16Updated 3 years ago
• MichaelGomezS / RAS-Controller-with-Matlab
  Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting
  ☆12Updated 4 years ago
• OuyangWenyu / hydrodataset
  Datasets downloader and reader for Hydrologic Modeling
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• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
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• SERVIR / BiasCorrectionPrecipitation
  Bias Correction for Satellite Precipitation Observations
  ☆12Updated 5 years ago
• LiYanStat / dacc
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• XiaogangHe / GPM-Downscaling
  Machine learning based methods for satellite precipitation downscaling
  ☆15Updated 7 years ago
• sarahwcooley / icesat2-water-levels
  ☆20Updated 3 years ago
• uihilab / HydroLSTM
  LSTM Data and Model for Streamflow Forecasting
  ☆30Updated 2 years ago
• leomuckley / Multi-Input-ConvLSTM
  TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.
  ☆16Updated 2 years ago
• julherest / drought_clusters
  Code used to identify and analyze drought clusters from gridded data.
  ☆20Updated 2 years ago
• jlant / topmodelpy
  topmodelpy is a command line interface for a rainfall-runoff model, called Topmodel, that predicts the amount of water flow in rivers.
  ☆14Updated 5 years ago
• pinplex / PyDnA
  Detection and Attribution framework in python using the Optimal Fingerprinting Approach (Hasselmann, 1993; Ribes et al. 2013)
  ☆38Updated 4 years ago
• Sibada / XAJ
  Xinanjiang hydrological model for R
  ☆15Updated 2 years ago