Global analysis and prediction of fluoride in groundwater

Global analysis and prediction of fluoride in groundwater - Nature

The health of millions of people worldwide is negatively impacted by chronic exposure to elevated concentrations of geogenic fluoride in ...

Global analysis and prediction of fluoride in groundwater - PubMed

The health of millions of people worldwide is negatively impacted by chronic exposure to elevated concentrations of geogenic fluoride in ...

(PDF) Global analysis and prediction of fluoride in groundwater

The total number of people at risk of fluorosis due to fluoride in groundwater is predicted to be around 120 million, or 9% of the population.

Fluoride contamination in groundwater: A global review of the status ...

The source of fluoride in drinking water is primarily geogenic, together with forage, grasses and grains, tea, and anthropogenic sources. These countries ...

Global analysis and prediction of fluoride in groundwater

Abstract. The health of millions of people worldwide is negatively impacted by chronic exposure to elevated concentrations of geogenic fluoride in groundwater.

Data for: Global analysis and prediction of fluoride in groundwater

Podgorski, J., & Berg, M. (2022). Data for: Global analysis and prediction of fluoride in groundwater (Version 1.0) [Data set]. Eawag: Swiss Federal Institute ...

Fluoride in groundwater: global map shows all risk areas for the first ...

Global analysis and prediction of fluoride in groundwater. The health of millions of people worldwide is negatively impacted by chronic ...

Drinking it up: how naturally occurring arsenic and fluoride ... - UNEP

Key messagesArsenic and fluoride naturally occurring in groundwater potentially affect the drinking water and health of hundreds of millions of people ...

Prediction of geogenic source of groundwater fluoride contamination ...

As the dataset was skewed, the performance of models was evaluated before and after resampling. Analysis of results indicates that the RF model ...

Statistical Modeling of Global Geogenic Fluoride Contamination in ...

The use of groundwater with high fluoride concentrations poses a health threat to millions of people around the world.

Prediction on the fluoride contamination in groundwater at the ...

Groundwater fluoride is posing a health risk to humans, and analyzing groundwater quality is time-wasting and expensive. Statistical methods provide a ...

Fluoride in groundwater: global map shows all risk areas for the first ...

But when fluoride occurs in nature in larger quantities and accumulates in groundwater, it can become a hazard for our health. For the first ...

Fluoride in groundwater a Probability of naturally occurring fluoride...

... Fluoride, Groundwater and Global Analysis | ResearchGate, the professional network for scientists ... Global analysis and prediction of fluoride in groundwater.

Integrating deep learning and regression models for accurate ...

Podgorski J, Berg M (2022) Global analysis and prediction of fluoride in groundwater. Nat Commun 13(1):4232. Article CAS Google Scholar.

Eawag: News - Groundwater Assessment Platform (GAP)

The health of millions of people worldwide is negatively impacted by chronic exposure to elevated concentrations of geogenic fluoride in groundwater. Due to ...

Fluoride hot spots identified in groundwater aquifers - C&EN

Using the model, the scientists calculated that approximately 180 million people worldwide could potentially be exposed to fluoride ...

Groundwater fluoride prediction modeling using physicochemical ...

Introduction: Rising fluoride levels in groundwater resources have become a worldwide concern, presenting a significant challenge to the safe utilization of ...

Occurrence and Distribution of Fluoride in Groundwater and ... - MDPI

There has been a growing concern over the occurrence of fluoride (F−) in groundwater and the impact of F− exposure on human health issues over the past ...

Prediction Modeling and Mapping of Groundwater Fluoride ...

The total number of people at risk of fluorosis due to fluoride in groundwater is predicted to be around 120 million, or 9% of the population. This number is ...

Statistical modeling of global geogenic fluoride contamination in ...

The use of groundwater with high fluoride concentrations poses a health threat to millions of people around the world.