Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

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

Nickel, S.
Schröder, W.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Blum, O.
Danielsson, H.
Temmermann, L. de
Dunaev, A.M.
Fagerli, H.
Godzik, B.
Ilyin, I.
Jonkers, S.
Jeran, Z.
Pihl Karlsson, G.
Lazo, P.
Leblond, S.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Radnovic, D.
Santamaria, J.M.
Schaap, M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Suchara, I.
Thöni, L.
Uggerud, H.T.
Zechmeister, H.G.

January 2017

Objective This study explores the statistical relations between the concentration of nine heavy meta...

Spatially valid data of atmospheric deposition of heavy metals and nitrogen derived by moss surveys for pollution risk assessments of ecosystems

Schröder, W.
Nickel, S.
Schönrock, Simon.
Meyer, M.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Carballeira, A.
Danielsson, H.
de Temmermann, L.
Godzik, B.
Jeran, Z.
Karlsson, G.P.
Lazo, P.
Leblond, S.
Lindroos, A.-J.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Santamaria, J.M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Thöni, Lotti.
Uggerud, H.T.
Zechmeister, H.G.

January 2016

For analysing element input into ecosystems and associated risks due to atmospheric deposition, elem...

MOESM1 of Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition in 2010 across Europe

Stefan Nickel (1777723)
Winfried Schröder (5956973)
Roman Schmalfuss (6113447)
Maike Saathoff (6113453)
Harry Harmens (2494267)
Gina Mills (6113459)
Marina Frontasyeva (6113462)
Lambe Barandovski (6113468)
Oleg Blum (6113471)
Alejo Carballeira (6113477)
Ludwig de Temmerman (6113483)
Anatoly Dunaev (6113486)
Antoaneta Ene (6113489)
Hilde Fagerli (6113495)
Barbara Godzik (6113498)
Ilia Ilyin (6113501)
Sander Jonkers (6113504)
Zvonka Jeran (6113510)
Pranvera Lazo (6113513)
Sebastien Leblond (6113516)
Siiri Liiv (6113519)
Blanka Mankovska (6113522)
Encarnación Núñez-Olivera (5032547)
Juha Piispanen (6113525)
Jarmo Poikolainen (6113528)
Ion Popescu (6113531)
Flora Qarri (6113534)
Jesus Santamaria (1360383)
Martijn Schaap (6113537)
Mitja Skudnik (831558)
Zdravko Špirić (6113540)
Trajce Stafilov (6113543)
Eiliv Steinnes (2173450)
Claudia Stihi (6113546)
Ivan Suchara (6113549)
Hilde Uggerud (6113555)
Harald Zechmeister (6113558)

December 2018

Additional file 1: Figure S1. Map of Ecological Land Classes of Europe [15]. Table S1. Legend of the...

Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde-Telle

June 2015

Research data and scientific software related to a study on statistical correlations between modelle...

Modelling and mapping heavy metal accumulation in moss and natural surface soil throughout Norway (1990-2010), link to research data and scientific software

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes,
Uggerud, Hilde-Telle

September 2014

Research data and scientific software related to an investigation of statistical relations between t...

Modelling and mapping spatio-temporal trends of heavy metal accumulation in moss and natural surface soil monitored 1990-2010 throughout Norway by multivariate generalized linear models and geostatistics

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

February 2015

Objective. This study explores the statistical relations between the accumulation of heavy metals in...

Modelling and mapping spatio-temporal trends of heavy metal accumulation in moss and natural surface soil monitored 1990–2010 throughout Norway by multivariate generalized linear models and geostatistics

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

December 2014

AbstractObjective. This study explores the statistical relations between the accumulation of heavy m...

Correlation between atmospheric deposition of Cd, Hg and Pb and their concentrations in mosses specified for ecological land classes covering Europe

Schröder, Winfried
Pesch, Roland
Hertel, Anne
Schonrock, Simon
Harmens, Harry
Mills, Gina
Ilyin, Ilia

July 2013

AbstractReferring to Europe as a whole and to single European countries, previous studies have shown...

Spatial patterns and temporal trends of heavy metal concentrations in moss and surface soil specimens collected in Norway between 1990 and 2010

Meyer, Michaela
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

February 2015

Publisher's versionBackground: The aim of this investigation was to inquire whether the spatial patt...

Are cadmium, lead and mercury concentrations in mosses across Europe primarily determined by atmospheric deposition of these metals?

Schröder, Winfried
Holy, Marcel
Pesch, Roland
Harmens, Harry
Ilyin, Ilia
Steinnes, Eiliv
Alber, Renate
Aleksiayenak, Yuliya
Blum, Oleg
Coşkun, Mahmut
Dam, Maria
De Temmerman, Ludwig
Frolova, Marina
Frontasyeva, Marina
González-Miqueo, Laura
Grodzińska,, Kiqueo
Jeran, Zvonka
Korzekwa, Szymon
Krmar, Miodrag
Kubin, Eero
Kvietkus, Kestutis
Leblond, Sébastien
Liiv, Siiri
Magnússon, Sigurour
Maňkovská, Blanka
Piispanen, Juha
Rühling, Åke
Santamaria, Jesus
Spiric, Zdravko
Suchara, Ivan
Thöni, Lotti
Urumov, Viktor
Yurukova, Lilyana
Zechmeister, Harald G.

January 2010

Purpose This study aimed at investigating correlations between heavy metal concentrations in mosses...

Random Forest models and maps of heavy metal and nitrogen concentrations in moss in 2010 across Europe, link to research data and scientific software

Nickel, Stefan
Schröder, Winfried

March 2017

Research data and scientific software related to a study exploring the statistical relations between...

Heavy metal contamination of the terrestrial environment from long-range atmospheric transport: Evidence from 35 years of research in Norway

E. Steinnes

April 2013

Over the last 35 years the temporal and spatial trends of heavy metal deposition have been followed ...

Atmospheric deposition of heavy metals in Norway. National moss survey 2015.

Steinnes, Eiliv
Uggerud, Hilde Thelle
Pfaffhuber, Katrine Aspmo
Berg, Torunn

January 2017

Commissioned by the Norwegian Environment Agency, NILU – Norwegian Institute for Air Research in col...

Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition in 2010 across Europe

Nickel, S. (Stephan)
Schroder, W. (Winfried)
Schmalfuss, R. (Roman)
Saathoff, M. (Maike)
Harmens, H. (Harry)
Mills, G. (Gina)
Frontasyeva, M.V. (Marina V.)
Barandovski, L. (Lambe)
Blum, O. (Oleg)
Carballeira, A. (A.)
Temmerman, L. (Ludwig) de
Dunaev, A.M. (Anatoly M.)
Ene, A. (Antoaneta)
Fagerli, H. (Hilde)
Godzik, B. (Barbara)
Ilyin, I. (Ilia)
Jonkers, S. (Sander)
Jeran, Z. (Zvonka)
Lazo, P. (Pranvera)
Leblond, S. (Sebastien)
Liiv, S. (Siiri)
Mankovska, B. (Blanca)
Núñez-Olivera, E. (Encarnación)
Piispanen, J. (Juha)
Poikolainen, J. (Jarmo)
Popescu, I.V. (Ion V.)
Qarri, F. (Flora)
Santamaria-Ulecia, J.M. (Jesús Miguel)
Schaap, M. (Martij)
Skudnik, M. (Mitja)
Spiric, Z. (Zdravko)
Stafilov, T. (Trajce)
Steinnes, E. (Eiliv)
Stihi, C. (Claudia)
Suchara, I. (Ivan)
Uggerud, H.T. (Hilde Thelle)
Zechmeister, H.G (Harald G.)

January 2018

BackgroundThis paper aims to investigate the correlations between the concentrations of nine heavy m...

Atmospheric deposition of heavy metals in Norway, National moss survey 2015

Steinnes, Eiliv
Uggerud, Hilde Thelle
Pfaffhuber, Katrine Aspmo
Berg, Torunn

January 2017

Commissioned by the Norwegian Environment Agency, NILU – Norwegian Institute for Air Research in col...

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

Nickel, S.
Schröder, W.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Blum, O.
Danielsson, H.
Temmermann, L. de
Dunaev, A.M.
Fagerli, H.
Godzik, B.
Ilyin, I.
Jonkers, S.
Jeran, Z.
Pihl Karlsson, G.
Lazo, P.
Leblond, S.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Radnovic, D.
Santamaria, J.M.
Schaap, M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Suchara, I.
Thöni, L.
Uggerud, H.T.
Zechmeister, H.G.

January 2017

Objective This study explores the statistical relations between the concentration of nine heavy meta...

Spatially valid data of atmospheric deposition of heavy metals and nitrogen derived by moss surveys for pollution risk assessments of ecosystems

Schröder, W.
Nickel, S.
Schönrock, Simon.
Meyer, M.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Carballeira, A.
Danielsson, H.
de Temmermann, L.
Godzik, B.
Jeran, Z.
Karlsson, G.P.
Lazo, P.
Leblond, S.
Lindroos, A.-J.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Santamaria, J.M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Thöni, Lotti.
Uggerud, H.T.
Zechmeister, H.G.

January 2016

For analysing element input into ecosystems and associated risks due to atmospheric deposition, elem...

MOESM1 of Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition in 2010 across Europe

Stefan Nickel (1777723)
Winfried Schröder (5956973)
Roman Schmalfuss (6113447)
Maike Saathoff (6113453)
Harry Harmens (2494267)
Gina Mills (6113459)
Marina Frontasyeva (6113462)
Lambe Barandovski (6113468)
Oleg Blum (6113471)
Alejo Carballeira (6113477)
Ludwig de Temmerman (6113483)
Anatoly Dunaev (6113486)
Antoaneta Ene (6113489)
Hilde Fagerli (6113495)
Barbara Godzik (6113498)
Ilia Ilyin (6113501)
Sander Jonkers (6113504)
Zvonka Jeran (6113510)
Pranvera Lazo (6113513)
Sebastien Leblond (6113516)
Siiri Liiv (6113519)
Blanka Mankovska (6113522)
Encarnación Núñez-Olivera (5032547)
Juha Piispanen (6113525)
Jarmo Poikolainen (6113528)
Ion Popescu (6113531)
Flora Qarri (6113534)
Jesus Santamaria (1360383)
Martijn Schaap (6113537)
Mitja Skudnik (831558)
Zdravko Špirić (6113540)
Trajce Stafilov (6113543)
Eiliv Steinnes (2173450)
Claudia Stihi (6113546)
Ivan Suchara (6113549)
Hilde Uggerud (6113555)
Harald Zechmeister (6113558)

December 2018

Additional file 1: Figure S1. Map of Ecological Land Classes of Europe [15]. Table S1. Legend of the...

Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde-Telle

June 2015

Research data and scientific software related to a study on statistical correlations between modelle...

Modelling and mapping heavy metal accumulation in moss and natural surface soil throughout Norway (1990-2010), link to research data and scientific software

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes,
Uggerud, Hilde-Telle

September 2014

Research data and scientific software related to an investigation of statistical relations between t...

Modelling and mapping spatio-temporal trends of heavy metal accumulation in moss and natural surface soil monitored 1990-2010 throughout Norway by multivariate generalized linear models and geostatistics

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

February 2015

Objective. This study explores the statistical relations between the accumulation of heavy metals in...

Modelling and mapping spatio-temporal trends of heavy metal accumulation in moss and natural surface soil monitored 1990–2010 throughout Norway by multivariate generalized linear models and geostatistics

Nickel, Stefan
Hertel, Anne
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

December 2014

AbstractObjective. This study explores the statistical relations between the accumulation of heavy m...

Correlation between atmospheric deposition of Cd, Hg and Pb and their concentrations in mosses specified for ecological land classes covering Europe

Schröder, Winfried
Pesch, Roland
Hertel, Anne
Schonrock, Simon
Harmens, Harry
Mills, Gina
Ilyin, Ilia

July 2013

AbstractReferring to Europe as a whole and to single European countries, previous studies have shown...

Spatial patterns and temporal trends of heavy metal concentrations in moss and surface soil specimens collected in Norway between 1990 and 2010

Meyer, Michaela
Pesch, Roland
Schröder, Winfried
Steinnes, Eiliv
Uggerud, Hilde Thelle

February 2015

Publisher's versionBackground: The aim of this investigation was to inquire whether the spatial patt...

Are cadmium, lead and mercury concentrations in mosses across Europe primarily determined by atmospheric deposition of these metals?

Schröder, Winfried
Holy, Marcel
Pesch, Roland
Harmens, Harry
Ilyin, Ilia
Steinnes, Eiliv
Alber, Renate
Aleksiayenak, Yuliya
Blum, Oleg
Coşkun, Mahmut
Dam, Maria
De Temmerman, Ludwig
Frolova, Marina
Frontasyeva, Marina
González-Miqueo, Laura
Grodzińska,, Kiqueo
Jeran, Zvonka
Korzekwa, Szymon
Krmar, Miodrag
Kubin, Eero
Kvietkus, Kestutis
Leblond, Sébastien
Liiv, Siiri
Magnússon, Sigurour
Maňkovská, Blanka
Piispanen, Juha
Rühling, Åke
Santamaria, Jesus
Spiric, Zdravko
Suchara, Ivan
Thöni, Lotti
Urumov, Viktor
Yurukova, Lilyana
Zechmeister, Harald G.

January 2010

Purpose This study aimed at investigating correlations between heavy metal concentrations in mosses...

Random Forest models and maps of heavy metal and nitrogen concentrations in moss in 2010 across Europe, link to research data and scientific software

Nickel, Stefan
Schröder, Winfried

March 2017

Research data and scientific software related to a study exploring the statistical relations between...

Heavy metal contamination of the terrestrial environment from long-range atmospheric transport: Evidence from 35 years of research in Norway

E. Steinnes

April 2013

Over the last 35 years the temporal and spatial trends of heavy metal deposition have been followed ...

Atmospheric deposition of heavy metals in Norway. National moss survey 2015.

Steinnes, Eiliv
Uggerud, Hilde Thelle
Pfaffhuber, Katrine Aspmo
Berg, Torunn

January 2017

Commissioned by the Norwegian Environment Agency, NILU – Norwegian Institute for Air Research in col...

Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition in 2010 across Europe

Nickel, S. (Stephan)
Schroder, W. (Winfried)
Schmalfuss, R. (Roman)
Saathoff, M. (Maike)
Harmens, H. (Harry)
Mills, G. (Gina)
Frontasyeva, M.V. (Marina V.)
Barandovski, L. (Lambe)
Blum, O. (Oleg)
Carballeira, A. (A.)
Temmerman, L. (Ludwig) de
Dunaev, A.M. (Anatoly M.)
Ene, A. (Antoaneta)
Fagerli, H. (Hilde)
Godzik, B. (Barbara)
Ilyin, I. (Ilia)
Jonkers, S. (Sander)
Jeran, Z. (Zvonka)
Lazo, P. (Pranvera)
Leblond, S. (Sebastien)
Liiv, S. (Siiri)
Mankovska, B. (Blanca)
Núñez-Olivera, E. (Encarnación)
Piispanen, J. (Juha)
Poikolainen, J. (Jarmo)
Popescu, I.V. (Ion V.)
Qarri, F. (Flora)
Santamaria-Ulecia, J.M. (Jesús Miguel)
Schaap, M. (Martij)
Skudnik, M. (Mitja)
Spiric, Z. (Zdravko)
Stafilov, T. (Trajce)
Steinnes, E. (Eiliv)
Stihi, C. (Claudia)
Suchara, I. (Ivan)
Uggerud, H.T. (Hilde Thelle)
Zechmeister, H.G (Harald G.)

January 2018

BackgroundThis paper aims to investigate the correlations between the concentrations of nine heavy m...

Atmospheric deposition of heavy metals in Norway, National moss survey 2015

Steinnes, Eiliv
Uggerud, Hilde Thelle
Pfaffhuber, Katrine Aspmo
Berg, Torunn

January 2017

Commissioned by the Norwegian Environment Agency, NILU – Norwegian Institute for Air Research in col...

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

Nickel, S.
Schröder, W.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Blum, O.
Danielsson, H.
Temmermann, L. de
Dunaev, A.M.
Fagerli, H.
Godzik, B.
Ilyin, I.
Jonkers, S.
Jeran, Z.
Pihl Karlsson, G.
Lazo, P.
Leblond, S.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Radnovic, D.
Santamaria, J.M.
Schaap, M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Suchara, I.
Thöni, L.
Uggerud, H.T.
Zechmeister, H.G.

January 2017

Objective This study explores the statistical relations between the concentration of nine heavy meta...

Spatially valid data of atmospheric deposition of heavy metals and nitrogen derived by moss surveys for pollution risk assessments of ecosystems

Schröder, W.
Nickel, S.
Schönrock, Simon.
Meyer, M.
Wosniok, W.
Harmens, H.
Frontasyeva, M.V.
Alber, R.
Aleksiayenak, J.
Barandovski, L.
Carballeira, A.
Danielsson, H.
de Temmermann, L.
Godzik, B.
Jeran, Z.
Karlsson, G.P.
Lazo, P.
Leblond, S.
Lindroos, A.-J.
Liiv, S.
Magnússon, S.H.
Mankovska, B.
Martínez-Abaigar, J.
Piispanen, J.
Poikolainen, J.
Popescu, I.V.
Qarri, F.
Santamaria, J.M.
Skudnik, M.
Špirić, Z.
Stafilov, T.
Steinnes, E.
Stihi, C.
Thöni, Lotti.
Uggerud, H.T.
Zechmeister, H.G.

January 2016

For analysing element input into ecosystems and associated risks due to atmospheric deposition, elem...

MOESM1 of Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition in 2010 across Europe

Stefan Nickel (1777723)
Winfried Schröder (5956973)
Roman Schmalfuss (6113447)
Maike Saathoff (6113453)
Harry Harmens (2494267)
Gina Mills (6113459)
Marina Frontasyeva (6113462)
Lambe Barandovski (6113468)
Oleg Blum (6113471)
Alejo Carballeira (6113477)
Ludwig de Temmerman (6113483)
Anatoly Dunaev (6113486)
Antoaneta Ene (6113489)
Hilde Fagerli (6113495)
Barbara Godzik (6113498)
Ilia Ilyin (6113501)
Sander Jonkers (6113504)
Zvonka Jeran (6113510)
Pranvera Lazo (6113513)
Sebastien Leblond (6113516)
Siiri Liiv (6113519)
Blanka Mankovska (6113522)
Encarnación Núñez-Olivera (5032547)
Juha Piispanen (6113525)
Jarmo Poikolainen (6113528)
Ion Popescu (6113531)
Flora Qarri (6113534)
Jesus Santamaria (1360383)
Martijn Schaap (6113537)
Mitja Skudnik (831558)
Zdravko Špirić (6113540)
Trajce Stafilov (6113543)
Eiliv Steinnes (2173450)
Claudia Stihi (6113546)
Ivan Suchara (6113549)
Hilde Uggerud (6113555)
Harald Zechmeister (6113558)

December 2018

Additional file 1: Figure S1. Map of Ecological Land Classes of Europe [15]. Table S1. Legend of the...

Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

Abstract

Extracted data

Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

Abstract

Extracted data

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