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100-days-of-ml-code

100 Days of ML Coding

api

Our Database

asf-jupyter-notebooks

awesome-gee-community-datasets

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

classification_models

Classification models trained on ImageNet. Keras.

climate-data-visualization-and-analysis

An introduction to importing, visualizing, and analyzing climate data in MATLAB.

clustering_project

computerscience

Free tech resources for faculty, students, and dev advocates for use in computer science courses, workshops, and hackathons.

course

An introduction to the art and science of modern cartography

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

crisismappingtoolkit

NASA Ames Crisis Mapping Toolkit

custom-scripts

A repository of custom scripts to be used with Sentinel Hub

datacamp

DataCamp data-science courses

datasheets

Read data from, write data to, and modify the formatting of Google Sheets

dl-for-satellite-image-analysis

This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

dsc-3-34-06-performing-principle-component-analysis-nyc-career-ds-102218

earthengine

Change Detection with Google Earth Engine Imagery

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

ee-land-change

Google Earth Engine land-use change tutorial for SCBI

ee-palettes

A set of common color palettes for Google Earth Engine

eo-learn

Earth observation processing framework for machine learning in Python

eodag

Earth Observation Data Access Gateway

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

flood-detection---satellite-images

This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images

flood-detection-algorithm-using-gee

A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population

fwdet

Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model:FwDET

gee-houston-flood

exploring flooding in Houston after August 2017 Hurricane Harvey

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

global_flood_mapper

This repository contains links to the Global Flood Mapper (GFM). Usage instructions are given here. For more details, please check the journal article titled "Global Flood Mapper: A novel Google Earth Engine application for rapid flood mapping using Sentinel-1 SAR."

googleearthenginejs

Javascript Earth Engine Scripts