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muxueqianshan's Projects

6s_emulator icon 6s_emulator

Atmospheric correction in Python using a 6S emulator

espa-processing icon espa-processing

Fulfillment for USGS Climate Data Records and Essential Climate Variables

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

numerical-methods icon numerical-methods

This is a repository of a variety of numerical analysis methods that I have coded for my mathematics classes, such as Lagrange interpolation, using Chebyshev polynomials to find optimal node spacing, iterative techniques to solve NxN linear systems (Gauss-Seidel, Jacobi, SOR), singular value decomposition, principal component analysis dimensionality reduction, and more. The theory behind almost all of these algorithms can be found in Burden and Faires' Numerical Analysis 9th edition textbook.

octave-optiminterp icon octave-optiminterp

An optimal interpolation toolbox for octave. This package provides functions to perform a n-dimensional optimal interpolations of arbitrarily distributed data points.

prosail icon prosail

Python bindings for the PROSAIL canopy reflectance model

pypro4sail icon pypro4sail

Prospect5 and 4SAIL Radiative Transfer Models for simulating the transmission of radiation in leaves and canopies

pyslc icon pyslc

Python wrapper for the Soil-Leaf-Canopy (SLC) radiative transfer model

sarta icon sarta

SARTA: StandAlone Atmospheric Radiative Transfer Algorithm

scope icon scope

SCOPE is a simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

visuo-server icon visuo-server

Web server collecting and storing data from sky imagers, weather stations and radiosondes.

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