Modelling and mapping heavy metal and nitrogen concentrations in moss in 2010 throughout Europe by applying Random Forests models

Author:

Nickel StefanORCID,Schröder Winfried,Wosniok Werner,Harmens HarryORCID,Frontasyeva Marina V.,Alber RenateORCID,Aleksiayenak Julia,Barandovski Lambe,Blum Oleg,Danielsson Helena,de Temmermann Ludwig,Dunaev Anatoly M.ORCID,Fagerli Hilde,Godzik Barbara,Ilyin Ilia,Jonkers Sander,Jeran Zvonka,Pihl Karlsson Gunilla,Lazo Pranvera,Leblond Sebastien,Liiv Siiri,Magnússon Sigurður H.,Mankovska Blanka,Martínez-Abaigar JavierORCID,Piispanen Juha,Poikolainen Jarmo,Popescu Ion V.,Qarri Flora,Radnovic Dragan,Santamaria Jesus Miguel,Schaap Martijn,Skudnik MitjaORCID,Špirić Zdravko,Stafilov Trajce,Steinnes EilivORCID,Stihi ClaudiaORCID,Suchara Ivan,Thöni Lotti,Uggerud Hilde Thelle,Zechmeister Harald G.

Funder

Federal Environmental Agency, Dessau, Germany

eteorological Synthesizing Centre - East (MSC-E), Moscow, Russia

West (MSC-W), Oslo, Norway

ICP Vegetation Programme Coordination Centre, Centre for Ecology & Hydrology, Bangor, UK

United Kingdom Department for Environment, Food and Rural Affairs

UNECE

Natural Environment Research Council (NERC)

Publisher

Elsevier BV

Subject

Atmospheric Science,General Environmental Science

Reference76 articles.

1. Is it possible to estimate atmospheric deposition of heavy metals by analysis of terrestrial mosses?;Aboal;Sci. Total Environ.,2010

2. Heavy metal contents in whitefish (Coregonus lavaretus) along a pollution gradient in a subarctic watercourse;Amundsen;Environ. Monit. Assess.,2011

3. Use of mosses (Hylocomium splendens and Pleurozium schreberi) as biomonitors of heavy metal deposition: from relative to absolute deposition values;Berg;Environ. Pollut.,1997

4. Sample Size and Robustness of Inferences from Logistic Regression in the Presence of Nonlinearity and Multicollinearity;Bergtold,2011

5. Ecotoxicology of metals - sources, transport, and effects on the ecosystem;Bjerregaard,2015

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