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ea-python-course-notebooks

Contains demo notebooks used in the Spring 2022 Earth Analytics class

earthengine-community

Tutorials and content created by Earth Engine users, for Earth Engine users

flopy-modflow

IPython notebooks for teaching MODFLOW groundwater modeling through flopy

getspatialdata

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

ggplot2-tutorial

Teaching materials for the R package ggplot2

gis

Blue and green water flows in the SWAT semi-distributed hydrological model in a river basin.

gis_coordinate_tool

gis坐标转换工具，实现任意坐标系之间的转换，火星坐标系转换

gnn_stateestimation_wds

Graph neural networks for state estimation in water distribution systems

hands-on-machine-learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

hydra-floods-earth-engine

HYDrologic Remote sensing Analysis for Floods Python package

hydrology

CRAN Hydrology Task View - [Under Construction and not actually on CRAN]

hydrology-thematic-documentation

Hydrology Thematic Exploitation guide http://hydrology-tep.github.io/documentation

hydromt-basin

HydroMT: Automated and reproducible model building and analysis

hydrotimeseries-viewer

A dummy tool to view and explore timeseries data

hydrotools.r

CUG水文气象学--函数库

ibicus

Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.

intro-climate-data-analysis

Introduction to loading and plotting data from Earth System Climate models (e.g. CMIP)

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jonatanmoreno777

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

latex_in_105_minutes

Content for 'A short Introduction to LaTeX: or LaTeX in 105 minutes'.

learning_python

This repo contains tutorials from the basics of Python to more advanced usage, e.g. xarray, pandas, etc...

machine-learning-collection

Machine Learning Algorithms and Deep learning in Pytorch

machine-learning-glacier-balance

Tutorial to learn how to train different machine learning methods to model glacier mass balance.

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

machineintelligence

An Introduction to Machine Intelligence for Architects and other Nonengineers

meteoserbia-daily-gridded1km

Daily gridded meteorological dataset at 1 km spatial resolution across Serbia for the 2000–2019 period

ml_python_2019

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

nsga-ii_python_for_swat_model

Multi-Site and -Objective calibration method for SWAT model