arsenic

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

BAMLSS

Stasinopoulos, Dimitrios M., Kneib, Thomas, Klein, Nadja, Mayr, Andreas and Heller, Gillian Z. (2024) Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications. Cambridge Series in Statistical and Probability Mathematics, 56 . Cambridge University Press, Cambridge, UK. ISBN 978-1009410069 (doi:https://doi.org/10.1017/9781009410076)

chlorophyll-a algorithm

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

chlorophyll-a uncertainty

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

exceedance probabilities

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

GAMboostLSS

Stasinopoulos, Dimitrios M., Kneib, Thomas, Klein, Nadja, Mayr, Andreas and Heller, Gillian Z. (2024) Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications. Cambridge Series in Statistical and Probability Mathematics, 56 . Cambridge University Press, Cambridge, UK. ISBN 978-1009410069 (doi:https://doi.org/10.1017/9781009410076)

GAMLSS

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

Stasinopoulos, Dimitrios M., Kneib, Thomas, Klein, Nadja, Mayr, Andreas and Heller, Gillian Z. (2024) Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications. Cambridge Series in Statistical and Probability Mathematics, 56 . Cambridge University Press, Cambridge, UK. ISBN 978-1009410069 (doi:https://doi.org/10.1017/9781009410076)

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

global warming

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

harmful algae

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

high-latitude US lakes

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

log-normal distribution

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

machine learning

Stasinopoulos, Dimitrios M., Kneib, Thomas, Klein, Nadja, Mayr, Andreas and Heller, Gillian Z. (2024) Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications. Cambridge Series in Statistical and Probability Mathematics, 56 . Cambridge University Press, Cambridge, UK. ISBN 978-1009410069 (doi:https://doi.org/10.1017/9781009410076)

microcystin toxicity

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

mixed distributions

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

MODIS Aqua

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

ocean color

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

quantile estimation

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

random forest

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

soil contamination

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

spatial toxin redistribution

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

statistical modeling

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

statistical modelling

Stasinopoulos, Dimitrios M., Kneib, Thomas, Klein, Nadja, Mayr, Andreas and Heller, Gillian Z. (2024) Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications. Cambridge Series in Statistical and Probability Mathematics, 56 . Cambridge University Press, Cambridge, UK. ISBN 978-1009410069 (doi:https://doi.org/10.1017/9781009410076)

trace element

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:https://doi.org/10.1016/j.envint.2024.108544)

water quality

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)

water quality thresholds

Merder, Julian ORCID: 0000-0002-5958-7016 , Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: 0000-0003-4787-623X , Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:https://doi.org/10.1016/j.isprsjprs.2024.03.014)

zero-adjusted distributions

Merder, Julian ORCID: 0000-0002-5958-7016 , Harris, Ted, Zhao, Gang ORCID: 0000-0003-2737-0530 , Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: 0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:https://doi.org/10.1038/s44221-023-00138-w)