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Background

I am a quantitative ecologist working at the inferface between data science and earth observation.

✨Highlighted✨ repositories

  • Forest phenological diversity Python and R code for the preparation and analysis of data on patterns and trends in forest phenological diversity
    Reference: Girardello, M., Ceccherini, G., Duveiller, G., Migliavacca, M., Cescatti, A. (2024). Patterns and trends in the spatial heterogeneity of land surface phenology of global forests. Environmental Research Communications (in press).

  • Forest disturbances Python code for the preparation of environmental data used for studying forest disturbances in Europe.
    Reference: Forzieri, G., Girardello, M., Ceccherini, G., Spinoni, J., Feyen, L., Hartmann, H., Beck, P.S., Camps-Valls, G., Chirici, G., Mauri, A. and Cescatti, A., (2021). Emergent vulnerability to climate-driven disturbances in European forests. Nature communications, 12(1), pp.1-12.

  • Plant diversity in beech forests R code for analysing the drivers of plant diversity in European beech forests.
    Reference: Jiménez-Alfaro, B., Girardello, M., Chytrý, M., Svenning, J. C., Willner, W., Gégout, J. C., ... & Wohlgemuth, T. (2018). History and environment shape species pools and community diversity in European beech forests. Nature Ecology & Evolution, 2(3), 483-490.

  • Model averaging for Randomized Response Logistic Regression Models An R package for model selection and multi-model inference for Randomized Response Logistic Regression Models. The package includes functions for model selection and model-averaging for RRlog models, computed using the RRreg package.

Marco Girardello's Projects

awesome-earthobservation-code icon awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

bbsassistant icon bbsassistant

A R package for downloading and handling data and information from the North American Breeding Bird Survey.

cati icon cati

Communities Assembly by Traits: Individuals and beyond

eemont icon eemont

A python package that extends Google Earth Engine.

fagus icon fagus

Analyses for the paper: "Jiménez-Alfaro, B., Girardello, M. et al. (2018). Nature Ecology & Evolution, 2(3), 483-490

forestatrisk icon forestatrisk

Code for the preparation of environmental data used for studying forest disturbances in Europe. Reference: Forzieri G., Girardello M. et al. (2021) Nature Communications 12(1) 1-12.

hyperion_preproc_gee_code icon hyperion_preproc_gee_code

These are example codes for preprocessing EO-1 Hyperion images from Digital Numbers to Surface Reflectance in the Google Earth Engine cloud-computing platform.

neuralecology icon neuralecology

Code for the paper "Neural hierarchical models of ecological populations"

rrtmodavg icon rrtmodavg

An R package for model selection and multi-model inference for Randomized Response Logistic Regression Models.

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