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Scarlett Lee's Projects

aqua-monitor icon aqua-monitor

Monitoring surface water changes from space at global scale

awesome-sentinel icon awesome-sentinel

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellites

beps-sif-model icon beps-sif-model

BEPS-SIF is a global sun-induced chlorophyll fluorescence model which considers the multiple scattering effects within a canopy.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

earth-engine-datasets-list icon earth-engine-datasets-list

List of all datasets included in Google Earth Engine (generated from https://code.earthengine.google.com/datasets/)

ef5 icon ef5

Ensemble Framework For Flash Flood Forecasting

eodashtest icon eodashtest

Software behind the RACE dashboard by ESA and the European Commission (https://race.esa.int), the Green Transition Information Factory - GTIF (https://gtif.esa.int), as well as the Earth Observing Dashboard by NASA, ESA, and JAXA (https://eodashboard.org)

geemap icon geemap

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

leaflet icon leaflet

:leaves: JavaScript library for mobile-friendly interactive maps

mdn icon mdn

Mixture Density Network for water constituent estimation

surfacewatertool icon surfacewatertool

A web application for the water detection algorithm using Google Earth Engine and App Engine.

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