Discover environmentalinformatics-marburg/ML

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Created about 6 years ago
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environmentalinformatics-marburg

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Case studies for testing the risk of overfitting and the need for variable selection in spatial (-temporal) predictive modelling

rsdb

Remote Sensing Database

Java

satellite

Class and preprocessing methods for (satellite) remote sensing datasets

Rsenal

magic R functions for things various

gimms

Download and process GIMMS3g NDVI binary data

GSODTools

R functions to select, download, and process GSOD data.

heavyRain

Download and pre-process (partly) satellite-based CHIRPS and TRMM rainfall data sets in R.

satelliteTools

Higher-level processing methods for (satellite) remote sensing datasets

magic

Various things for things various.

HTML

tubedb

TubeDB is an on-demand processing database system for climate station data

Java

rsdb-data

RSDB distribution with example datasets

JavaScript

gpm

Geospatial predictive modeling using parameterized and unparameterized models.

mapview_toolchain

Application to R Consortium

HTML

paper_kilimanjaro_areawide_et

Generate remote sensing-based area-wide datasets of evapotranspiration (ET) and validate against in situ Scintillometer estimates.

BE-HyperSpecPrediction

Prediction of biodiversity variables using hyperspectral observations.

WoLi

Workflow LiDAR: Database query, calculation structural parameters, preparation for analysis

LiDARtools

thermographyTS

Time-Sequential Thermography

LUC_Kili

Sentinel based land cover classification for Kili

gimmsGitbook

GitBook files related to the R 'gimms' package

HTML

LandsatTools

Tools for pre-processing Landsat data

reset

Remote sensing-based evapotranspration

dendroForests

Predictions of tree growth

paper_kilimanjaro_ndvi_comparison

Iso_KiLi

web-presentations

HTML

tvx

Temperature-vegetation index.

magicVis

Visual things for things visual.

vegetation_productivity

*z*-score normalized rain-use efficiency differences in the Kilimanjaro region between 2003 and 2014.

TeX

Reot

Empirical Orthogonal Teleconnections in R

ilias_certificate

Create certificate templates for Ilias

PHP

Tair4SouthAfrica

Monitoring of air temperature in South Africa using MSG SEVIRI. Project within IDESSA.

ESD

Biodiversity Exploratories vegetation analysis.

paper_kilimanjaro_scintillometer

Preliminary repository for code snippets related to KiLi paper on point-based Scintillometer measurements.

paper_kilimanjaro_vegetation_dynamics

Code snippets for data processing and artwork creation.

distribution_digitizer

Python

orthoptera_prediction

Orthoptera prediction using MODIS

SpeciesPrediction

Species prediction based on remote sensing observations.

remote

empirical orthogonal teleconnections in R

paper_kilimanjaro_downscaling

Preliminary repository for scripts related to the preparation of the manuscript.

PWSDM

Population-weighted annual heating and cooling degree months

KiLi

Code snippets linked to [KiLi](https://www.kilimanjaro.biozentrum.uni-wuerzburg.de/) project.

speciesdist

R package for species distribution analysis on a rather global scale

HTML

environmentalinformatics-marburg/ML_Spatial

environmentalinformatics-marburg

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