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2018-paraguay-floods

Heavy rainfall in Paraguay during the 2015-2016 austral summer: causes and sub-seasonal-to-seasonal predictive skill (Journal of Climate) by Doss-Gollin, Muñoz, Mason, and Pastén

acme

Code for my PhD project. It has the goal of automated construction of hydrological models with the Catchment Modeling Framework using genetic algorithms.

ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

applied-reinforcement-learning

awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

awesome-dataviz

:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.

awesome-research

:seedling: a curated list of tools to help you with research/life

awesome-visualization-research

A list of recommended research papers and other readings on data visualization

blended-near-optimal-tools

Generation, visualization, and interaction tools to find preferred near-optimal alternatives

climate-statistics

Climate Statistics with Python.

climatemodeling_courseware

A collection of interactive lecture notes and assignments, mostly in IPython notebook format.

climatology-time-series-analysis-using-rnn-lstm

In this project I use a LSTM Recurrent [Deep] Neural Network to predict climate change using SNN (Sunspot Number).

cmf

Catchment Modelling Framework, a hydrologic modelling toolbox

complexheatmap

Make Complex Heatmaps

coursera-ml-using-matlab-python

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

cvp-deliveries

organizing data from USBR

cwatm

CWATM represents one of the new key elements of IIASA’s Water program to assess water supply, water demand and environmental needs at global and regional level.

data-assimilation-notebooks

dk_notebooks

日常进行天气诊断、数据分析、科学研究等方面的Python, R等Jupyter文件.

earth-env-data-science-book

Source repo for Earth and Environmental Data Science book

easywordpressbook

人人都能学会的 WordPress 实战课

eci273

Code examples from graduate water resources systems engineering class

ee509

Applied Environmental Statistics course: Boston University, Earth & Environment 509

eflowstats

Calculates Hydrologic Indicator stats and fundamental properties of daily streamflow for a given set of data

energy-disaggregation

environmental_intelligence

Data for Environmental Intelligence: A mega list of Earth System Datasets covering earth observations, climate, water, forests, biodiversity, ecology, protected areas, natural hazards, marine and the tracking of UN's Sustainable Development Goals

geopy

The backbone of my geo-spatial analysis code.

ggplot_flipbook

This is a flipbook that builds up plots with ggplot2.