GECO

agds

Applied Geodata Science book. Developed for the lecture(s) with the same name at the Institute of Geography, University of Bern.

R_proj_template

GECO R project template

mlflx2

Published code

GECO_R_environment

R environment setup script

fvar

Functions to determine the ratio of actual over potential (whatever) from flux measurements, following the method by Stocker et al., 2018 New Phyt.

GFDY

mlflx3_R

torch ML time series predictions

phenoEOS

Relationships between EOS and Anet

agds2_course

AGDS 2 (II) course instructions / exercises

fET

Scripts and instructions to reproduce the analysis presented in "Plant access to belowground moisture allows sustained evapotranspiration during drought" by Giardina et al.

agds1_course

AGSD course instructions / exercises

agds_proseminar

AGDS proseminar

agds_proseminar_example

This repository serves as a project sample for the Proseminar in Geocomputation and Earth Observation in the University of Bern

BGLabs_R_environment

Setup of the BlueGreen Labs R environment

FluxnetEO

FluxnetEO R functions and tidy data

FluxnetLSM

A toolbox for processing, quality controlling and gap-filling FLUXNET2015 dataset for use in land surface modelling

forest_drought_forecasting

Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forecasts with feature engineering to provide model explainability.

GECO_documentation_template

Documentation template for R package websites

GECO_media

A collection of materials for teaching, outreach and the media

GECO_summer_of_code

GECO summer of code - demos of short term projects of team members

get_Vcmax_data

Workflow to obtain the leaf traits data and corresponding climate forcing to calibrate the P-model in rsofun

handfull_of_pixels

A handfull of pixels: big science using small data

mlflx3

LSTM modelling of GPP - refactored code

mlflx4

photocold_manuscript

The tidied data and scripts for figures in manuscript of photocold project

python_proj_template

GECO python project template

R_book_template

R (quarto) book template by khufkens. Adjusted here for GECO.

satellite_image_forecasting

Models for the EarthNet2021 challenge

spatial_upscaling

For the Report Exercise of AGDS 2.

tutorial_digital_soil_mapping