Natalia Golini

University of Turin — Italy

Environmental Science · Physical Sciences

6h-index159citations32works3.12yr avg
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Research Topics

Air Quality and Health Impacts(11), Air Quality Monitoring and Forecasting(11), Odor and Emission Control Technologies(6), Statistical Methods and Bayesian Inference(5), Ecology and Vegetation Dynamics Studies(4)

Publications32 total

S-SIRUS: an explainability algorithm for spatial regression Random Forest
Statistics and Computing·2025
Statistical analysis of smartphone mobility data for air quality assessment
Aisberg (University of Bergamo)·2025Open Access
Spatial Varying Graphical Models for Water Pollutants
2025
When Space Matters, How Can We Explain Random Forest?
2025
S-SIRUS: an explainability algorithm for spatial regression Random Forest
arXiv (Cornell University)·2024Open Access
Functional zoning of biodiversity profiles
Environmetrics·2024· 1 citedOpen Access
Spatiotemporal modelling of $$\hbox {PM}_{2.5}$$ concentrations in Lombardy (Italy): a comparative study
Environmental and Ecological Statistics·2024· 20 citedOpen Access
Integrating probability and big non-probability samples data to produce Official Statistics
Statistical Methods & Applications·2024· 4 citedOpen Access
A Path in Regression Random Forest Looking for Spatial Dependence: A Taxonomy and a Systematic Review
2024· 3 cited
Functional zoning of biodiversity profiles
arXiv (Cornell University)·2023Open Access
Spatiotemporal modelling of PM$_{2.5}$ concentrations in Lombardy (Italy) -- A comparative study
arXiv (Cornell University)·2023· 2 citedOpen Access
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
Aisberg (University of Bergamo)·2023· 2 citedOpen Access
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
Zenodo (CERN European Organization for Nuclear Research)·2023· 3 citedOpen Access
Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy
Scientific Data·2023· 32 citedOpen Access
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review
arXiv (Cornell University)·2023Open Access
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
AgrImOnIA: Open Access dataset correlating livestock and air quality in the Lombardy region, Italy
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Ammonia emissions and fine particulate matter: some evidence in Lombardy
Proceedings e report·2023· 2 citedOpen Access
Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Rosaria Ignaccolo(19), Michela Cameletti(16), Alessandro Fusta Moro(11), Alessandro Fassò(10), Jacopo Rodeschini(10), Qendrim Shaboviq(10), Paolo Maranzano(10), Francesco Finazzi(10), Philipp Otto(10), Luca Patelli(5), Fabio Divino(4), Giovanna Jona Lasinio(4), Antti Penttinen(4), Roberto Gnavi(3), Luigi Ippoliti(3), Nicola Pronello(3), Ilaria Bacigalupo(2), Flavia Lombardo(2), Anna Maria Bargagli(2), Silvia Cascini(2)