Geogenic manganese and iron in groundwater of Southeast Asia and Bangladesh – Machine learning spatial prediction modeling and comparison with arsenic

Machine Learning Predicted Redox Conditions in the Glacial Aquifer System, Northern Continental United States

(2021) M.L. Erickson et al.   WATER RESOURCES RESEARCH

Machine-Learning Predictions of High Arsenic and High Manganese at Drinking Water Depths of the Glacial Aquifer System, Northern Continental United States

(2021) Melinda L. Erickson et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Predicting into unknown space? Estimating the area of applicability of spatial prediction models

(2021) Hanna Meyer et al.   Methods in Ecology and Evolution

Global threat of arsenic in groundwater

(2020) Joel Podgorski et al.   SCIENCE

Human health risk assessment of elevated and variable iron and manganese intake with arsenic-safe groundwater in Jashore, Bangladesh

(2020) Gopal Chandra Ghosh et al.   Scientific Reports

Geostatistical model of the spatial distribution of arsenic in groundwaters in Gujarat State, India

(2020) Ruohan Wu et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Exposure to Manganese in Drinking Water during Childhood and Association with Attention-Deficit Hyperactivity Disorder: A Nationwide Cohort Study

(2020) Jörg Schullehner et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Groundwater Arsenic Distribution in India by Machine Learning Geospatial Modeling

(2020) Joel Podgorski et al.   International Journal of Environmental Research and Public Health

Previously unrecognized potential threat to children from manganese in groundwater in rohingya refugee camps in Cox’s Bazar, Bangladesh

(2020) M. Feisal Rahman et al.   CHEMOSPHERE

As release under the microbial sulfate reduction during redox oscillations in the upper Mekong delta aquifers, Vietnam: A mechanistic study

(2019) Van T.H. Phan et al.   SCIENCE OF THE TOTAL ENVIRONMENT

The effects of manganese exposure from drinking water on school-age children: A systematic review

(2019) P.U. Iyare   NEUROTOXICOLOGY

Changes in water manganese levels and longitudinal assessment of intellectual function in children exposed through drinking water

(2018) Laurie-Anne Dion et al.   NEUROTOXICOLOGY

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination

(2018) Farzaneh Sajedi-Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction Modeling and Mapping of Groundwater Fluoride Contamination throughout India

(2018) Joel E. Podgorski et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Maternal and Cord Blood Manganese Concentrations and Early Childhood Neurodevelopment among Residents near a Mining-Impacted Superfund Site

(2017) Birgit Claus Henn et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Depth Stratification Leads to Distinct Zones of Manganese and Arsenic Contaminated Groundwater

(2017) Samantha C. Ying et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Estimating the High-Arsenic Domestic-Well Population in the Conterminous United States

(2017) Joseph D. Ayotte et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Iron and Manganese in Groundwater: Using Kriging and GIS to Locate High Concentrations in Buncombe County, North Carolina

(2017) Crystal D. Johnson et al.   Groundwater

High resolution profile of inorganic aqueous geochemistry and key redox zones in an arsenic bearing aquifer in Cambodia

(2017) Laura A. Richards et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater arsenic contamination in Burkina Faso, West Africa: Predicting and verifying regions at risk

(2017) Anja Bretzler et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Arsenic, manganese and aluminum contamination in groundwater resources of Western Amazonia (Peru)

(2017) Caroline M.C. de Meyer et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Iron and Manganese in Groundwater: Using Kriging and GIS to Locate High Concentrations in Buncombe County, North Carolina

(2017) Crystal D. Johnson et al.   Groundwater

Manganese Exposure and Neurocognitive Outcomes in Rural School-Age Children: The Communities Actively Researching Exposure Study (Ohio, USA)

(2015) Erin N. Haynes et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Multiple inorganic toxic substances contaminating the groundwater of Myingyan Township, Myanmar: Arsenic, manganese, fluoride, iron, and uranium

(2015) Thomas Bacquart et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Iron and manganese content in groundwater on the northeastern coast of the Buenos Aires Province, Argentina

(2014) Silvina Carretero et al.   Environmental Earth Sciences

Tracing recharge to aquifers beneath an Asian megacity with Cl/Br and stable isotopes: the example of Dhaka, Bangladesh

(2014) M. A. Hoque et al.   HYDROGEOLOGY JOURNAL

Confirmation of elevated arsenic levels in groundwater of Myanmar

(2014) Alexander van Geen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A survey of arsenic, manganese, boron, thorium, and other toxic metals in the groundwater of a West Bengal, India neighbourhood

(2012) Thomas Bacquart et al.   Metallomics

The palaeosol model of arsenic pollution of groundwater tested along a 32km traverse across West Bengal, India

(2012) M.A. Hoque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Testing Tubewell Platform Color as a Rapid Screening Tool for Arsenic and Manganese in Drinking Water Wells

(2011) Ashis Biswas et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Arsenic pollution of groundwater in Vietnam exacerbated by deep aquifer exploitation for more than a century

(2011) L. H. E. Winkel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Groundwater Manganese and Infant Mortality Rate by County in North Carolina: An Ecological Analysis

(2010) Andrew H. Spangler et al.   EcoHealth

Intellectual Impairment in School-Age Children Exposed to Manganese from Drinking Water

(2010) Maryse F. Bouchard et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Manganese concentrations in Scottish groundwater

(2010) Sally C. Homoncik et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparison of arsenic concentrations in simultaneously-collected groundwater and aquifer particles from Bangladesh, India, Vietnam, and Nepal

(2008) A. van Geen et al.   APPLIED GEOCHEMISTRY

Hydrogeological survey assessing arsenic and other groundwater contaminants in the lowlands of Sumatra, Indonesia

(2008) Lenny Winkel et al.   APPLIED GEOCHEMISTRY

Contamination of drinking water resources in the Mekong delta floodplains: Arsenic and other trace metals pose serious health risks to population

(2008) Johanna Buschmann et al.   ENVIRONMENT INTERNATIONAL