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amsr2

AMSR2 Tb for SWE estimate and GPS- and SNOTEL-based Snow-depth or SWE

amsr2_l3u_pre

awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

caltech-cs155-2023

Assignments for Machine Learning & Data Assimilation, Winter 2023

complete-life-cycle-of-a-data-science-project

Complete-Life-Cycle-of-a-Data-Science-Project

crash-course-ml-slides

cryosphere-links

This is a link list with awesome data, models, and tools around the cryosphere.

ctsm-tutorial-2022

Materials for CTSM Mini Tutorial 2022

da-tutorials

Course on data assimilation (DA)

daily_snow

code to process daily MODIS snow product (MOD10A1 and MYD10A1)

dapper

Data Assimilation with Python: a Package for Experimental Research

deep-convolution-stock-technical-analysis

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

deepsentinel

DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding

dmrtml

The Dense Media Radiative Transfer - Multi Layers model

downscaling-code

Downscaling code for TRMM and AMSR-E/2

feature-selection-for-machine-learning

Code Repository for the online course Feature Selection for Machine Learning

fsm2

Flexible Snow Model - a multi-physics energy balance model of accumulation and melt of snow on the ground and in forest canopies

geostatspy_intro_course

Introduction to spatial data analytics and machine learning with GeostatsPy Python package

ghcn

gmtsar

GMTSAR

googleimagesdownloader

Enlarge training dataset by searching images with specified keywords in google and download the presented images

microstructure

ml-crashcourse

msda_crashcourse

Crash Course session on multiscale data assimilation

musa

MuSA: The Multiscale Snow data Assimilation System

nansat

Scientist friendly Python toolbox for processing 2D satellite Earth observation data.

nansat-lectures

Tutorial material on the Nansat and Nansen-Cloud systems

nature-2017

Model code of Kraaijenbrink et al. (2017)

nse-stock-historical-data-fetching

nse_yahoo_tickers

Contains Yahoo finance tickers for all NIFTY500 stocks, and most major ones too