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A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.
Budyko curves in R
Collection of tools for CMIP5/6 files processing
Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modelling"
Create future EnergyPlus Weather files using CMIP6 data
Granger causality testing in High Dimensional Vector Autoregressive Models
HRLDAS (High Resolution Land Data Assimilation System)
R package to interface to Canadian Hydrometric Data (HYDAT) published by Water Survey of Canada
Official Repository for the JasPer Image Coding Toolkit
KarstID R package: a Shiny application for analyzing karst spring hydrographs
This repo contains code used for analysis associated with WRR paper "Leveraging groundwater dynamics to improve predictions of summer low flow discharges"
All the handwritten notes and source code files used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
The Noah with multiparameterization options (NoahMP) land surface model
Noah-MP Community Repository
Create and run Noah-MP case
Parflow is an open-source parallel watershed flow model.
Raster Time Series Analysis
Code for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded space. More information on SMAP-HydroBlocks at https://waterai.earth/smaphb/
An R package for computing the Standardized Precipitation-Evapotranspiration Index (SPEI), Penman-Monteith and other reference evapotranspiration, SPI, etc.
Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.
Codes to evaluate the sectoral water use responses during drought and heatwave events.
Spatiotemporal downscaling model for global water use
Source codes for streamflow simulation using integrated UEB and ConvLSTM model.
An R package for variable infiltration capacity (VIC) hydrological model
Visualize how the water balance is changing across the world from 2000 to present
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.