Caterina Gozzi

ORCID: 0000-0001-8384-8696
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About
Contact & Profiles
Research Areas
  • Geochemistry and Geologic Mapping
  • Heavy metals in environment
  • Hydrocarbon exploration and reservoir analysis
  • Groundwater and Isotope Geochemistry
  • Isotope Analysis in Ecology
  • Water Quality and Pollution Assessment
  • Soil Geostatistics and Mapping
  • Geological and Geochemical Analysis
  • Corporate Governance and Law
  • Mercury impact and mitigation studies
  • Marine and coastal ecosystems
  • Nonlinear Dynamics and Pattern Formation
  • Bayesian Methods and Mixture Models
  • Management, Economics, and Public Policy
  • Ecology and biodiversity studies
  • Aquatic and Environmental Studies
  • Remote-Sensing Image Classification
  • Hydrology and Watershed Management Studies
  • Marine and environmental studies
  • Analytical chemistry methods development
  • Banking stability, regulation, efficiency
  • Atmospheric and Environmental Gas Dynamics
  • Advanced Clustering Algorithms Research
  • Metal Extraction and Bioleaching
  • Geological Studies and Exploration

University of Florence
2020-2025

University of Palermo
2023-2024

University of Pisa
2018-2019

John Aitchison revolutionised in 1982 our way of approaching geochemical data focusing on their relative nature. In this perspective, the investigation single variables is meaningless due to entangled structure that links all parts a composition. Starting from time, several developments have characterized debate within scientific community, both applied and theoretical point view. The consequence was number papers where compositional are consistently coherently managed increased...

10.1016/j.gexplo.2024.107385 article EN cc-by Journal of Geochemical Exploration 2024-01-10

River ecosystems are fundamental to sustaining global water and biogeochemical cycles, as well supporting biodiversity. However, increasing pressures from human activities climate change pose significant challenges the stability of these systems. This study examines sources geochemical variability in river waters Tiber Basin (central Italy) assess system's sensitivity environmental changes, with a special focus on seasonal variations. The proposed methods combine exploration multivariate...

10.1016/j.scitotenv.2025.179074 article EN cc-by The Science of The Total Environment 2025-03-18

Background and geochemical baseline values of Potentially Toxic Elements (PTEs) in soils developed on natural or anthropogenically-affected areas are increasingly important parameters as they represent highly useful tools at local, regional, national European level. While background mostly applied to uncontaminated verify the presence high anomalous concentrations PTEs due geogenic sources, better representing those where anthropogenic activities have altered more less significantly values....

10.1016/j.gexplo.2023.107324 article EN cc-by Journal of Geochemical Exploration 2023-10-14

Over the last decades, groundwater resources at global level have suffered a significant deterioration due to nitrate pollution, mainly related input of agricultural fertilizers, manure, sewage, and untreated urban industrial effluents. The most impacted waters are those forming surface shallow reservoirs, which usually play key role in supplying civil, agricultural, activities. terminal portion Metauro River plain, located central Italy along Adriatic Sea coastline, hosts strategic phreatic...

10.3390/ijerph191912231 article EN International Journal of Environmental Research and Public Health 2022-09-27

Abstract In geochemical data analysis, assessing the potential of new techniques to identify compositional time–space changes is great interest for monitoring purposes. This work aims evaluate, in light analysis perspective, performance different statistical indices tracing evolution a composition and relationships among its parts. To reach this goal, source-to-sink chemical water stream sediment Tiber river (central Italy) are analyzed using three indices: (i) cumulative sum unclosed...

10.1007/s11053-022-10014-1 article EN cc-by Natural Resources Research 2022-02-05

Nature is often characterized by systems that are far from thermodynamic equilibrium, and rivers not an exception for the Earth’s critical zone. When chemical composition of stream waters investigated, it emerges riverine behave as complex systems. This means compositions have properties depend on integrity whole (i.e., with all constituents), arise thanks to innumerable nonlinear interactions between elements composition. The presence interconnections indicates cannot be fully understood...

10.3390/min10060501 article EN Minerals 2020-05-30

This study introduces a robust method for analyzing the geochemical behavior of chemical species in river catchment water. It focuses on isometric log-ratio coordinates obtained from sequential partition that successively maximizes explained variance data set. Robust orthonormal are created based hierarchical clustering and estimation variation matrix. Applying this to water chemistry Italy's Arno Tiber basins, research reveals associations variables structure processes across varying...

10.1016/j.gexplo.2024.107438 article EN cc-by-nc-nd Journal of Geochemical Exploration 2024-02-27

The distribution of geochemical species are typically either (log)normally distributed or follow power laws. Here we link these types distributions to the dynamics system that generates distributions, showing laws can emerge in dissipative systems far from equilibrium while (log)normal found for which concentrations close equilibrium. We use observations chemical composition river water sampling space central Italy as well discharge data test this interpretation. estimate dissipation rate...

10.1016/j.scitotenv.2024.173409 article EN cc-by The Science of The Total Environment 2024-05-27

The chemistry of rivers plays a crucial role in comprehending the evolution weathering processes, especially context climate change and human activities. As proceeds within river catchments, chemical concentrations tend to move towards saturation, or thermodynamic equilibrium. However, equilibrium is extremely difficult achieve an open system where matter energy are continuously exchanged. speed processes associated probability distributions values differ among geochemical species. We...

10.5194/egusphere-egu24-16778 preprint EN 2024-03-11

The aim of this contribution is to investigate whether the study frequency distribution, representing chemical reactions or geochemical processes, able provide useful information on dynamics affecting ground and surficial waters. To reach goal we started explore behaviour main solutes common contaminants, by means distributional analysis. In fact, shape distribution in variables reveals important about governing system that gave birth distribution. Moreover, shape, when plurimodality pointed...

10.3301/rol.2018.52 article EN Rendiconti online della Società Geologica Italiana 2018-11-01

Determining the background values of chemical components in environmental matrices is a difficult task. This particularly true regions where human impact due to industrial, mining, agricultural and urban activities coexists with geological (geogenic) anomaly, which influences concentration certain elements soils, waters air. In these cases, term geochemical baseline (GB) preferable, since it considers actual content that element superficial environment at given point time, including both...

10.5194/egusphere-egu23-6351 preprint EN 2023-02-22

The chemical composition of river waters represents an important matter investigation to understand the direction modifications environment in light climate changes and global warming. Alternation prolonged dry periods heavy flood events, as well degradation lands, modify a consequence drivers governing complex dynamics catchments where everything comes together. In this framework Compositional Data Analysis approach offers methods complexity compositional structure joint interrelationships...

10.2139/ssrn.4563733 preprint EN 2023-01-01

The chemical composition of river waters represents an important matter investigation to understand environment modifications in response climate changes and global warming. Prolonged dry periods, heavy flood events, degradation the lands ice thawing, modify influencing drivers governing complex dynamics catchments where everything comes together. In this framework, Compositional Data Analysis (CoDA) offers methods which structure water interrelationships among various components are put...

10.1016/j.scitotenv.2023.168120 article EN cc-by The Science of The Total Environment 2023-11-01

River catchments are highly complex systems characterized by several properties such as self-organization, multi-scale variability, hydraulic and topographic gradients, patchiness heterogeneity, resilience a hierarchical structure. These features, coupled with geomorphological, anthropogenic climatic drivers, expected to influence the surface water composition over different temporal spatial scales. The knowledge of these interlinks plays key role in both river basin management...

10.3390/proceedings2019030011 article EN cc-by 2019-11-07
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