Using Random Forest Regression to Model the Spatial Distribution of Concentrations of Selected Metals in Groundwater in Forested Areas of the Wielkopolska National Park, Poland DOI Open Access
Michał Fiedler

Forests, Год журнала: 2024, Номер 15(12), С. 2191 - 2191

Опубликована: Дек. 12, 2024

Monitoring groundwater pollution is an important issue in terms of analyzing threats to protected, environmentally valuable areas. The topographical and environmental characteristics a given area are often mentioned among the factors affecting dynamics chemistry groundwater. In this study, random forest regression (RFR) model was used determine spatial distribution selected metals, such as aluminum, calcium, iron, potassium, magnesium, manganese, sodium, zinc. role indicators describing terrain variability, derivatives digital elevation (DEM) were employed, with resolution 5 m, topography on local scale, as, others, slopes, aspect curvatures topographic position index, SAGA wetness well generalized values determined for each sampling point areas contributing their runoff. addition, parameters taken into consideration: habitat types, structure soil cover, seasons when samples collected. This study collected from 15 wells located forested Wielkopolska National Park seven dates. results obtained show that can be very good variability concentrations sodium However, case calcium zinc, no correlations found between adopted degree importance predictor order rank modeling concentration metals summary ranking predictors indicates strongest influence predicted exhibited by profile curvatures, planar multiscale TPI, then type forest. On other hand, curvature classifications, composition, seasonality exhibit smallest impact modeling.

Язык: Английский

Watershed landscape characteristics and connectivity drive river water quality under seasonal dynamics DOI

Yaotao Xu,

Peng Li,

Fangming Ma

и другие.

Journal of Cleaner Production, Год журнала: 2024, Номер 473, С. 143533 - 143533

Опубликована: Авг. 31, 2024

Язык: Английский

Процитировано

8

Evaluation of groundwater vulnerability to nitrate-nitrogen by using probability-based modssified DRASTIC models with source and attenuation factors DOI

Cheng‐Shin Jang,

Shih‐Kai Chen, Li‐Chiu Chang

и другие.

Journal of Hydrology, Год журнала: 2025, Номер unknown, С. 132951 - 132951

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

1

Short-Term Groundwater Level Fluctuations Drive Subsurface Redox Variability DOI
Fausto Machado‐Silva, Michael Weintraub, Nicholas Ward

и другие.

Environmental Science & Technology, Год журнала: 2024, Номер 58(33), С. 14687 - 14697

Опубликована: Авг. 8, 2024

As global change processes modify the extent and functions of terrestrial–aquatic interfaces, variability critical dynamic transitional zones between wetlands uplands increases. However, it is still unclear how fluctuating water levels at these boundaries alter groundwater biogeochemical cycling. Here, we used high-temporal resolution data along gradients from to during freshwater coastal areas capture spatiotemporal patterns redox potential (Eh). We observed that topography influences Eh higher in than wetlands; however, high within TAI challenged establishment distinct zonation. Declining generally decreased Eh, but most locations exhibited significant variability, which associated with rare instances short-term level fluctuations, introducing oxygen. The Eh-oxygen relationship showed hysteresis patterns, reflecting poising capacity maintaining more oxidizing states longer dissolved oxygen presence. Surprisingly, frequent uplands. infer occasional entering specific wetland–upland acts as control points. High-resolution can such yet instances, supporting redox-informed models advancing predictability climate feedback.

Язык: Английский

Процитировано

5

Occurrence and distribution of atrazine in groundwater from agricultural areas in China DOI

Shengpin Li,

Fuyang Huang,

Hai-Tao Piao

и другие.

The Science of The Total Environment, Год журнала: 2024, Номер 955, С. 177161 - 177161

Опубликована: Окт. 30, 2024

Язык: Английский

Процитировано

5

Evaluation and source identification of water pollution DOI Creative Commons

Huaibin Wei,

Haojie Qiu,

Jing Liu

и другие.

Ecotoxicology and Environmental Safety, Год журнала: 2024, Номер 289, С. 117499 - 117499

Опубликована: Дек. 12, 2024

Язык: Английский

Процитировано

4

Accurate and robust ammonia level forecasting of aeration tanks using long short-term memory ensembles: A comparative study of Adaboost and Bagging approaches DOI
Hanxiao Shi, Anlei Wei, Yaqi Zhu

и другие.

Journal of Environmental Management, Год журнала: 2024, Номер 371, С. 123173 - 123173

Опубликована: Ноя. 4, 2024

Язык: Английский

Процитировано

3

Source, transport, and fate of nitrate in shallow groundwater in the eastern Niger Delta DOI Creative Commons
Dogo Lawrence Aleku, Kirstin Dähnke, Thomas Pichler

и другие.

Environmental Science and Pollution Research, Год журнала: 2024, Номер unknown

Опубликована: Ноя. 20, 2024

Abstract The eastern Niger Delta region in Nigeria is a hotspot for reactive nitrogen pollution due to extensive animal husbandry, pit latrine usage, and agricultural practices. Despite the high level of human activity, sources processes affecting groundwater remain understudied. Groundwater nitrate (NO 3 − ) concentrations are highly variable, with some areas recording values well above safe drinking water threshold 50 mg/L. This particularly true near municipal sewage systems. Elevated nitrite 2 ammonium (NH 4 + were also detected study area. Sewage analysis revealed NO ranging from 1 145 mg/L, 0.2 notably NH concentrations. A comparison major ions indicated that 71%, 90%, 87%, 92% samples surpassed reference site levels calcium (Ca 2+ ), sodium (Na potassium (K chloride (Cl respectively, pointing as likely source contamination. /Cl ratios at several sites suggested most originates waste. Stable isotope showed general enrichment 15 N and, cases, depletion 18 O, indicating sewage-derived nitrification. Although denitrification, process reduces , present, dissolved oxygen (DO) suggest denitrification insufficient fully mitigate pollution. Consequently, there risk leaching shallow aquifers into Delta’s surface waters ultimately coastal ocean.

Язык: Английский

Процитировано

3

Evaluation of iron, zinc, and manganese sources and associated health risks in groundwater of the mining-impacted semi-arid Udaipurwati Granite Region, Rajasthan, India DOI
Anita Punia, Rishikesh Bharti, Pankaj Kumar

и другие.

Sustainable Water Resources Management, Год журнала: 2025, Номер 11(3)

Опубликована: Апрель 19, 2025

Язык: Английский

Процитировано

0

Qualitative screening for redox‐sensitive elements in groundwater using the presence or absence of rust on irrigation center pivots DOI Creative Commons
Jeffrey P. Westrop

Agrosystems Geosciences & Environment, Год журнала: 2025, Номер 8(2)

Опубликована: Апрель 21, 2025

Abstract Groundwater contaminants that can negatively impact human health, such as nitrate, uranium, arsenic, and manganese, are common in agricultural areas. The mobility distribution of these groundwater strongly impacted by oxidation‐reduction (redox) processes. redox, however, is difficult to determine without conducting time‐sensitive geochemical analyses. Prior research demonstrated areas low nitrate concentrations could be identified the presence rust on irrigation center pivots. This “rust” a coating iron (Fe) oxides formed incidental spraying Fe‐rich surface pivot. Thus, pivot qualitative indicator reducing conditions where Fe soluble groundwater. Nitrate, iron, manganese from wells associated with 29 pivots (16 rusted 13 non‐rusted) central Nebraska. Results indicate significantly higher lower uranium pivots, suggesting link between redox‐sensitive contaminants. Most study area along eastern edge subcrop Miocene Ogallala Group, alluvium overlies Pierre shale, which source other metals These results underscore utility rapid, non‐invasive for elements

Язык: Английский

Процитировано

0

Modelling and mapping of subsurface nitrate-attenuation index in agricultural landscapes DOI Creative Commons
Sarah Collins, Ranvir Singh, Stuart Mead

и другие.

Journal of Environmental Management, Год журнала: 2025, Номер 384, С. 125628 - 125628

Опубликована: Май 5, 2025

Язык: Английский

Процитировано

0