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ma_scripts

All scripts that I wrote during my MA (2019). Not very clean.

mataplle

matplotlib-tutorial

Matplotlib tutorial for beginner

maximumseparation_method

mcd43a1-albedo-python

A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using custom solar zenith angles and optical depth inputs.

ml4eo-bootcamp-2021

Machine Learning for Earth Observation Training of Trainers Bootcamp

ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim

modape

MODIS Assimilation and Processing Engine

modis_package

Some python scripts to process modis data.

modis_scrapy

下载MODIS数据集

modistsp

An "R" package for automatic download and preprocessing of MODIS Land Products Time Series

msg-book

:book: 现代统计图形 Modern Statistical Graphics

multi-season-sentinel-l2a-imagery-classification

Script for Google Earth Engine to obtain a multi-season image stack and classify it (with user-defined groung truth) using Random Forest machine learning approach

multivariate-analyses-with-spcopula

Using spatial copulas to analyse extremes in trivariate hydrological data

north_china_plain_gee_organized

The built-up land mapping of the North China Plain from 1990 to 2019

numpy-100

100 numpy exercises (with solutions)

open-geo-tutorial

Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)

openet-ptjpl

Earth Engine PT-JPL ET Model

openet-refet-gee

ASCE Standardized Reference Evapotranspiration Functions for Google Earth Engine (GEE)

openet-ssebop-beta

Earth Engine SSEBop ET Model

ots-gee

Online Course: Google Earth Engine for Ecology and Conservation

pandas_exercises

Practice your pandas skills!

pdsi

A Matlab function to calculate Palmer Drought Severity Index (PDSI) using monthly temperature and precipitation data. Can determine values for multiple sites simultaneously.

penmon

Implements weather station class in Python that calculates ETo (reference crop's evapotranspiration) based on UN-FAO Irrigation and Drainage Paper 56

phenofit

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

photobiodynamics

Small modelling tool to simulate biomass production on a global scale. Products are Gross Primary Production (GPP), Net Primary Production (NPP). It is based on a modified version of the Farquhar approach (Haxeltine and Prentice 1996, Farquhar et al. 1980). Where possible, it uses vectorization and parallelization and dynamically downloads latest available remote sensing products that are open access.

physalia-gam-course

Generalized Additive Models; a data-driven approach to estimating regression models

pingouin

Statistical package in Python based on Pandas

planetarycomputerexamples

Examples of using the Planetary Computer

proda_mic

Code used in the article Microbial carbon use efficiency promotes global soil carbon storage