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

Mosses as biomonitors of atmospheric heavy metal deposition: spatial and temporal trends in Europe

Harmens, H.
Norris, D.A.
Steinnes, E.
Kubin, E.
Piispanen, J.
Alber, R.
Aleksiayenak, Y.
Blum, O.
Coskun, M.
Dam, M.
De Temmerman, L.
Fernandez, J.A.
Frolova, M.
Frontasyeva, M.
Gonzalez-Miqueo, L.
Grodzinska, K.
Jeran, Z.
Korzekwa, S.
Krmar, M.
Kvietkus, K.
Leblond, S.
Liiv, S.
Magnusson, S.H.
Mankovska, B.
Pesch, R.
Ruhling, A.
Santamaria, J.M.
Schroder, W.
Spiric, Z.
Suchara, I.
Thoni, L.
Urumov, V.
Yurukova, L.
Zechmeister, Z.

January 2010

In recent decades, mosses have been used successfully as biomonitors of atmospheric deposition of he...

Mapping atmospheric depositions of cadmium and lead in Germany based on EMEP deposition data and the European Moss Survey 2005

Schröder, Winifried
Holy, Marcel
Pesch, Roland
Zechmeister, Harald
Harmens, Harry
Ilyin, Ilyin

January 2011

Background: Every five years since 1990, the European Heavy Metals in Mosses Survey provided data on...

Modelling and mapping trace element accumulation in Spagnum peatlands at the European scale using a geomatic model of pollutant emissions dispersion.

Diaz-de-Quijano, M.
Joly, D.
Gilbert, D.
Toussaint, M.-L.
Franchi, M.
Fallot, J.-M.
Bernard, N.

January 2016

Trace elements (TEs) transported by atmospheric fluxes can negatively impact isolated ecosystems. Mo...

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

Nickel, Stefan (Chair of Landscape Ecology, University of Vechta)
Schröder, Winfried (Chair of Landscape Ecology, University of Vechta)
de Temmerman, Ludwig (Sciensano)
Dunaev, Anatoly M. (Ivanovo State University of Chemistry and Technology)
Ene, Antoaneta (Dunarea de Jos University of Galati)
Fagerli, Hilde (Norwegian Meteorological Institute)
Godzik, Barbara (W. Szafer Institute of Botany, Polish Academy of Sciences)
Ilyin, Ilia (Meteorological Synthesizing Centre East)
Jonkers, Sander (TNO)
Jeran, Zvonka (Jožef Stefan Institute)
Lazo, Pranvera (University of Tirana)
Leblond, Sebastien (National Museum of Natural History, France)
Schmalfuss, Roman (Chair of Landscape Ecology, University of Vechta)
Liiv, Siiri (Tallinn Botanic Garden)
Mankovska, Blanka (Institute of Landscape Ecology, Slovak Academy of Sciences)
Núñez-Olivera, Encarnación (University of La Rioja)
Piispanen, Juha (Natural Resources Institute Finland (Luke))
Poikolainen, Jarmo (Natural Resources Institute Finland (Luke))
Popescu, Ion V. (Valahia University of Targoviste)
Qarri, Flora (University of Vlora)
Santamaria, Jesus Miguel (University of Navarra)
Schaap, Martijn (TNO)
Skudnik, Mitja (Slovenian Forestry Institute)
Saathoff, Maike (Chair of Landscape Ecology, University of Vechta)
Špirić, Zdravko (Green Infrastructure Ltd.)
Stafilov, Trajce (Ss. Cyril and Methodius University)
Steinnes, Eiliv (Norwegian University of Science and Technology)
Stihi, Claudia (Valahia University of Targoviste)
Suchara, Ivan (Silva Tarouca Research Institute for Landscape and Ornamental Gardening)
Uggerud, Hilde Thelle (Norwegian Institute for Air Research)
Zechmeister, Harald G. (University of Vienna)
Harmens, Harry (ICP Vegetation Programme Coordination Centre, Centre for Ecology and Hydrology)
Mills, Gina (ICP Vegetation Programme Coordination Centre, Centre for Ecology and Hydrology)
Frontasyeva, Marina V. (Moss Survey Coordination Centre, Frank Laboratory of Neutron Physics)
Barandovski, Lambe (Ss. Cyril and Methodius University)
Blum, Oleg (National Botanical Garden, Academy of Science of Ukraine)
Carballeira, Alejo (University of Santiago de Compostela)

January 2018

Background: This paper aims to investigate the correlations between the concentrations of nine heavy...

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...

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...

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...

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...

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...

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...

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...

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...

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...

Estimating heavy metal deposition in Germany using model calculations and biomonitoring data, link to research data and scientific software

Nickel, Stefan (5898443)
Schröder, Winfried (5898446)
Schaap, Martijn (5898464)

September 2015

Research data and scientific software related to an investigation dealing with modelled data on Cd a...

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...

Mosses as biomonitors of atmospheric heavy metal deposition: spatial and temporal trends in Europe

Harmens, H.
Norris, D.A.
Steinnes, E.
Kubin, E.
Piispanen, J.
Alber, R.
Aleksiayenak, Y.
Blum, O.
Coskun, M.
Dam, M.
De Temmerman, L.
Fernandez, J.A.
Frolova, M.
Frontasyeva, M.
Gonzalez-Miqueo, L.
Grodzinska, K.
Jeran, Z.
Korzekwa, S.
Krmar, M.
Kvietkus, K.
Leblond, S.
Liiv, S.
Magnusson, S.H.
Mankovska, B.
Pesch, R.
Ruhling, A.
Santamaria, J.M.
Schroder, W.
Spiric, Z.
Suchara, I.
Thoni, L.
Urumov, V.
Yurukova, L.
Zechmeister, Z.

January 2010

In recent decades, mosses have been used successfully as biomonitors of atmospheric deposition of he...

Mapping atmospheric depositions of cadmium and lead in Germany based on EMEP deposition data and the European Moss Survey 2005

Schröder, Winifried
Holy, Marcel
Pesch, Roland
Zechmeister, Harald
Harmens, Harry
Ilyin, Ilyin

January 2011

Background: Every five years since 1990, the European Heavy Metals in Mosses Survey provided data on...

Modelling and mapping trace element accumulation in Spagnum peatlands at the European scale using a geomatic model of pollutant emissions dispersion.

Diaz-de-Quijano, M.
Joly, D.
Gilbert, D.
Toussaint, M.-L.
Franchi, M.
Fallot, J.-M.
Bernard, N.

January 2016

Trace elements (TEs) transported by atmospheric fluxes can negatively impact isolated ecosystems. Mo...

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

Nickel, Stefan (Chair of Landscape Ecology, University of Vechta)
Schröder, Winfried (Chair of Landscape Ecology, University of Vechta)
de Temmerman, Ludwig (Sciensano)
Dunaev, Anatoly M. (Ivanovo State University of Chemistry and Technology)
Ene, Antoaneta (Dunarea de Jos University of Galati)
Fagerli, Hilde (Norwegian Meteorological Institute)
Godzik, Barbara (W. Szafer Institute of Botany, Polish Academy of Sciences)
Ilyin, Ilia (Meteorological Synthesizing Centre East)
Jonkers, Sander (TNO)
Jeran, Zvonka (Jožef Stefan Institute)
Lazo, Pranvera (University of Tirana)
Leblond, Sebastien (National Museum of Natural History, France)
Schmalfuss, Roman (Chair of Landscape Ecology, University of Vechta)
Liiv, Siiri (Tallinn Botanic Garden)
Mankovska, Blanka (Institute of Landscape Ecology, Slovak Academy of Sciences)
Núñez-Olivera, Encarnación (University of La Rioja)
Piispanen, Juha (Natural Resources Institute Finland (Luke))
Poikolainen, Jarmo (Natural Resources Institute Finland (Luke))
Popescu, Ion V. (Valahia University of Targoviste)
Qarri, Flora (University of Vlora)
Santamaria, Jesus Miguel (University of Navarra)
Schaap, Martijn (TNO)
Skudnik, Mitja (Slovenian Forestry Institute)
Saathoff, Maike (Chair of Landscape Ecology, University of Vechta)
Špirić, Zdravko (Green Infrastructure Ltd.)
Stafilov, Trajce (Ss. Cyril and Methodius University)
Steinnes, Eiliv (Norwegian University of Science and Technology)
Stihi, Claudia (Valahia University of Targoviste)
Suchara, Ivan (Silva Tarouca Research Institute for Landscape and Ornamental Gardening)
Uggerud, Hilde Thelle (Norwegian Institute for Air Research)
Zechmeister, Harald G. (University of Vienna)
Harmens, Harry (ICP Vegetation Programme Coordination Centre, Centre for Ecology and Hydrology)
Mills, Gina (ICP Vegetation Programme Coordination Centre, Centre for Ecology and Hydrology)
Frontasyeva, Marina V. (Moss Survey Coordination Centre, Frank Laboratory of Neutron Physics)
Barandovski, Lambe (Ss. Cyril and Methodius University)
Blum, Oleg (National Botanical Garden, Academy of Science of Ukraine)
Carballeira, Alejo (University of Santiago de Compostela)

January 2018

Background: This paper aims to investigate the correlations between the concentrations of nine heavy...

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...

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...

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...

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...

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...

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...

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...

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...

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...

Estimating heavy metal deposition in Germany using model calculations and biomonitoring data, link to research data and scientific software

Nickel, Stefan (5898443)
Schröder, Winfried (5898446)
Schaap, Martijn (5898464)

September 2015

Research data and scientific software related to an investigation dealing with modelled data on Cd a...

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...

Mosses as biomonitors of atmospheric heavy metal deposition: spatial and temporal trends in Europe

Harmens, H.
Norris, D.A.
Steinnes, E.
Kubin, E.
Piispanen, J.
Alber, R.
Aleksiayenak, Y.
Blum, O.
Coskun, M.
Dam, M.
De Temmerman, L.
Fernandez, J.A.
Frolova, M.
Frontasyeva, M.
Gonzalez-Miqueo, L.
Grodzinska, K.
Jeran, Z.
Korzekwa, S.
Krmar, M.
Kvietkus, K.
Leblond, S.
Liiv, S.
Magnusson, S.H.
Mankovska, B.
Pesch, R.
Ruhling, A.
Santamaria, J.M.
Schroder, W.
Spiric, Z.
Suchara, I.
Thoni, L.
Urumov, V.
Yurukova, L.
Zechmeister, Z.

January 2010

In recent decades, mosses have been used successfully as biomonitors of atmospheric deposition of he...

Mapping atmospheric depositions of cadmium and lead in Germany based on EMEP deposition data and the European Moss Survey 2005

Schröder, Winifried
Holy, Marcel
Pesch, Roland
Zechmeister, Harald
Harmens, Harry
Ilyin, Ilyin

January 2011

Background: Every five years since 1990, the European Heavy Metals in Mosses Survey provided data on...

Modelling and mapping trace element accumulation in Spagnum peatlands at the European scale using a geomatic model of pollutant emissions dispersion.

Diaz-de-Quijano, M.
Joly, D.
Gilbert, D.
Toussaint, M.-L.
Franchi, M.
Fallot, J.-M.
Bernard, N.

January 2016

Trace elements (TEs) transported by atmospheric fluxes can negatively impact isolated ecosystems. Mo...

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

Abstract

Extracted data

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

Abstract

Extracted data

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