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100daysofcode-with-python-course

Course materials and handouts for #100DaysOfCode in Python course

30daymapchallenge

🌍 My contributions to the #30DayMapChallenge 2019

30daymapchallenge-1

Official repo for the #30DayMapChallenge data visualization project. Open to everyone!

30daymapchallenge-bot

Monitoring #30DayMapChallenge on Twitter

abmi-cwpt

Clean Water Prioritization Tool (CWPT)

adv-python-for-gis-and-rs

Ideas for a more advanced Python class for GIS and Remote Sensing, https://gbrunner.github.io/Advanced_Python_for_GIS_and_RS/

ai4ess-hackathon-2020

air-pollution-forecasting

air pollution forecasting

arxiv_archive

A tidy and complete archive of metadata for papers on arxiv.org, 1993-2019

australiafires

Exploratory analysis of wild-fires in Australia & a machine learning approach for wildfire modeling in Google Earth Engine

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

bl5233

My scripts from BL5233 lectures and practicals.

builtup-area-landsat-ann

Landsat 8 builtup area prediction using simple neural network

camlandec-rm03

This repository is created for Mphi Course RM03 2019/20: Spatial Analysis and Modelling

chirps

API Client for CHIRPS

climate_indices

Climate indices for drought monitoring, community reference implementations in Python

climatrends

Climate Variability Indices for Ecological Modelling

cnn-sentinel

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

crop-mask

End-to-end workflow for generating high resolution cropland maps

crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

data-science-sca

Lessons and code from the mentorship program by She Code Africa.

data-science-tools-petroleum-exploration-and-production

Python and R notebooks accompanying a talk at the 2018 CSEG / CSPG Geoconvention in Calgary - and a lot MORE!

data_awesome-forests

🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.

data_cube_notebooks

Jupyter Notebook examples for our Data Cube capable algorithms and functions

dataviz-hands-on-ggplot2-training

Material for the Pearson Live Training Session “Hands–On Data Visualization with ggplot2” for O’Reilly

dataviz_prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.