Global maps of soil temperature

Research output: Contribution to journalReview articleContributedpeer-review

Contributors

  • Jonas J. Lembrechts - , University of Antwerp (Author)
  • Johan van den Hoogen - , ETH Zurich (Author)
  • Juha Aalto - , Finnish Meteorological Institute, University of Helsinki (Author)
  • Michael B. Ashcroft - , University of Wollongong, Australian Museum (Author)
  • Pieter De Frenne - , Ghent University (Author)
  • Julia Kemppinen - , University of Oulu (Author)
  • Martin Kopecký - , Czech Academy of Sciences, Czech University of Life Sciences Prague (Author)
  • Miska Luoto - , University of Helsinki (Author)
  • Ilya M.D. Maclean - , University of Exeter (Author)
  • Thomas W. Crowther - , ETH Zurich (Author)
  • Joseph J. Bailey - , York St John University (Author)
  • Stef Haesen - , KU Leuven (Author)
  • David H. Klinges - , University of Florida, Smithsonian Institution (Author)
  • Pekka Niittynen - , University of Helsinki (Author)
  • Brett R. Scheffers - , University of Florida (Author)
  • Koenraad Van Meerbeek - , KU Leuven (Author)
  • Peter Aartsma - , University of South-Eastern Norway (Author)
  • Otar Abdalaze - , Ilia State University (Author)
  • Mehdi Abedi - , Tarbiat Modares University (Author)
  • Rien Aerts - , Vrije Universiteit Amsterdam (VU) (Author)
  • Negar Ahmadian - , Tarbiat Modares University (Author)
  • Antje Ahrends - , Royal Botanic Garden Edinburgh (Author)
  • Juha M. Alatalo - , Environmental Science Center (Author)
  • Jake M. Alexander - , ETH Zurich (Author)
  • Camille Nina Allonsius - , University of Antwerp (Author)
  • Jan Altman - , Czech Academy of Sciences, Czech University of Life Sciences Prague (Author)
  • Christof Ammann - , Agroscope Research Institute (Author)
  • Christian Andres - , ETH Zurich (Author)
  • Christopher Andrews - , Centre for Ecology and Hydrology (Author)
  • Jonas Ardö - , Lund University (Author)
  • Nicola Arriga - , European Commission Joint Research Centre Institute (Author)
  • Alberto Arzac - , Siberian Federal University (Author)
  • Valeria Aschero - , Universidad Nacional de Cuyo, National Scientific and Technical Research Council Argentina (CONICET) (Author)
  • Rafael L. Assis - , University of Oslo (Author)
  • Jakob Johann Assmann - , Aarhus University (Author)
  • Maaike Y. Bader - , University of Marburg (Author)
  • Khadijeh Bahalkeh - , Tarbiat Modares University (Author)
  • Peter Barančok - , Slovak Academy of Sciences (Author)
  • Isabel C. Barrio - , Agricultural University of Iceland (Author)
  • Agustina Barros - , National Scientific and Technical Research Council Argentina (CONICET) (Author)
  • Matti Barthel - , ETH Zurich (Author)
  • Edmund W. Basham - , University of Florida (Author)
  • Marijn Bauters - , Ghent University (Author)
  • Manuele Bazzichetto - , Université de Rennes 1 (Author)
  • Luca Belelli Marchesini - , Istituto Agrario San Michele all'Adige (Edmund Mach Foundation) (Author)
  • Michael C. Bell - , Forestry Commission England (Author)
  • Juan C. Benavides - , Universidad Javeriana (Author)
  • José Luis Benito Alonso - , Jolube Consultor Botánico. C/Mariano R de Ledesma (Author)
  • Bernd J. Berauer - , University of Hohenheim, University of Bayreuth (Author)
  • Jarle W. Bjerke - , Norwegian Institute for Nature Research (Author)
  • Robert G. Björk - , University of Gothenburg (Author)
  • Mats P. Björkman - , University of Gothenburg (Author)
  • Katrin Björnsdóttir - , University of Gothenburg (Author)
  • Benjamin Blonder - , University of California at Berkeley (Author)
  • Pascal Boeckx - , Ghent University (Author)
  • Julia Boike - , Alfred Wegener Institute - Helmholtz Centre for Polar and Marine Research, Humboldt University of Berlin (Author)
  • Stef Bokhorst - , Vrije Universiteit Amsterdam (VU) (Author)
  • Bárbara N.S. Brum - , National Institute of Amazon Researches (Author)
  • Josef Brůna - , Czech Academy of Sciences (Author)
  • Nina Buchmann - , ETH Zurich (Author)
  • Pauline Buysse - , AgroParisTech (Author)
  • José Luís Camargo - , National Institute of Amazon Researches (Author)
  • Otávio C. Campoe - , Universidade Federal de Lavras (Author)
  • Onur Candan - , Ordu University (Author)
  • Rafaella Canessa - , University of Marburg, University of Tübingen (Author)
  • Nicoletta Cannone - , University of Insubria (Author)
  • Michele Carbognani - , University of Parma (Author)
  • Jofre Carnicer - , University of Barcelona, CREAF - Centre for Ecological Research and Forestry Applications (Author)
  • Angélica Casanova-Katny - , Universidad Católica de Temuco (Author)
  • Simone Cesarz - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Leipzig University (Author)
  • Bogdan Chojnicki - , Poznań University of Life Sciences (Author)
  • Philippe Choler - , Université Grenoble Alpes (Author)
  • Steven L. Chown - , Monash University (Author)
  • Edgar F. Cifuentes - , University of Cambridge (Author)
  • Marek Čiliak - , Technical University in Zvolen (Author)
  • Tamara Contador - , Universidad Austral de Chile, Cape Horn International Center (CHIC) (Author)
  • Peter Convey - , British Antarctic Survey (Author)
  • Elisabeth J. Cooper - , University of Tromsø – The Arctic University of Norway (Author)
  • Edoardo Cremonese - , Environmental Protection Agency of Aosta Valley (Author)
  • Salvatore R. Curasi - , University of Notre Dame (Author)
  • Robin Curtis - , University of Exeter (Author)
  • Maurizio Cutini - , Roma Tre University (Author)
  • C. Johan Dahlberg - , Stockholm University, The County Administrative Board of Västra Götaland (Author)
  • Gergana N. Daskalova - , University of Edinburgh (Author)
  • Miguel Angel de Pablo - , University of Alcalá (Author)
  • Stefano Della Chiesa - , Chair of Geoinformatics (Author)
  • Jürgen Dengler - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Zurich University of Applied Sciences (ZHAW), University of Bayreuth (Author)
  • Bart Deronde - , Flemish Institute for Technological Research (Author)
  • Patrice Descombes - , Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Valter Di Cecco - , Majella Seed Bank (Author)
  • Michele Di Musciano - , University of L'Aquila (Author)
  • Jan Dick - , Centre for Ecology and Hydrology (Author)
  • Romina D. Dimarco - , National Scientific and Technical Research Council Argentina (CONICET), University of Houston (Author)
  • Jiri Dolezal - , Czech Academy of Sciences, University of South Bohemia (Author)
  • Ellen Dorrepaal - , Umeå University (Author)
  • Jiří Dušek - , Czech Academy of Sciences (Author)
  • Nico Eisenhauer - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Leipzig University (Author)
  • Lars Eklundh - , Lund University (Author)
  • Todd E. Erickson - , University of Western Australia, Kings Park Science (Author)
  • Brigitta Erschbamer - , University of Innsbruck (Author)
  • Werner Eugster - , ETH Zurich (Author)
  • Robert M. Ewers - , Imperial College London (Author)
  • Dan A. Exton - , Operation Wallacea Ltd. (Author)
  • Nicolas Fanin - , INRAE - National Institute of Agricultural Research (Author)
  • Fatih Fazlioglu - , Ordu University (Author)
  • Iris Feigenwinter - , ETH Zurich (Author)
  • Giuseppe Fenu - , University of Cagliari (Author)
  • Olga Ferlian - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Leipzig University (Author)
  • M. Rosa Fernández Calzado - , University of Granada (Author)
  • Eduardo Fernández-Pascual - , University of Oviedo (Author)
  • Manfred Finckh - , University of Hamburg (Author)
  • Rebecca Finger Higgens - , Dartmouth College (Author)
  • T'ai G.W. Forte - , University of Parma (Author)
  • Erika C. Freeman - , University of Cambridge (Author)
  • Esther R. Frei - , Swiss Federal Institute for Forest, Snow and Landscape Research, Extremes and Natural Hazards in Alpine Regions Research Center CERC (Author)
  • Eduardo Fuentes-Lillo - , University of Antwerp, Universidad de Concepción, Universidad Adventista de Chile (Author)
  • Rafael A. García - , Universidad de Concepción, Universidad de Chile (Author)
  • María B. García - , Spanish National Research Council (CSIC) (Author)
  • Charly Géron - , University of Antwerp, University of Liege (Author)
  • Mana Gharun - , ETH Zurich (Author)
  • Dany Ghosn - , Centre International de Hautes Etudes Agronomiques Méditerranéennes (Author)
  • Khatuna Gigauri - , GEORGIAN INSTITUTE OF PUBLIC AFFAIRS (Author)
  • Anne Gobin - , Flemish Institute for Technological Research, KU Leuven (Author)
  • Ignacio Goded - , European Commission Joint Research Centre Institute (Author)
  • Mathias Goeckede - , Max Planck Institute for Biogeochemistry (Author)
  • Felix Gottschall - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Leipzig University (Author)
  • Keith Goulding - , Rothamsted Research (Author)
  • Sanne Govaert - , Ghent University (Author)
  • Bente Jessen Graae - , Norwegian University of Science and Technology (Author)
  • Sarah Greenwood - , University of Edinburgh (Author)
  • Caroline Greiser - , Stockholm University (Author)
  • Achim Grelle - , Swedish University of Agricultural Sciences (Author)
  • Benoit Guénard - , The University of Hong Kong (Author)
  • Mauro Guglielmin - , University of Insubria (Author)
  • Joannès Guillemot - , UMR Eco&Sols, University of Montpellier (Author)
  • Peter Haase - , Senckenberg Gesellschaft für Naturforschung, University of Duisburg-Essen (Author)
  • Sylvia Haider - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Martin Luther University Halle-Wittenberg (Author)
  • Aud H. Halbritter - , University of Bergen (Author)
  • Maroof Hamid - , University of Kashmir (Author)
  • Albin Hammerle - , University of Innsbruck (Author)
  • Arndt Hampe - , Université de Bordeaux (Author)
  • Siri V. Haugum - , University of Bergen, The Heathland Centre (Author)
  • Lucia Hederová - , Czech Academy of Sciences (Author)
  • Bernard Heinesch - , University of Liege (Author)
  • Carole Helfter - , Centre for Ecology and Hydrology (Author)
  • Daniel Hepenstrick - , Zurich University of Applied Sciences (ZHAW) (Author)
  • Maximiliane Herberich - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Mathias Herbst - , Deutscher Wetterdienst (Author)
  • Luise Hermanutz - , Memorial University of Newfoundland (Author)
  • David S. Hik - , Simon Fraser University (Author)
  • Raúl Hoffrén - , University of Zaragoza (Author)
  • Jürgen Homeier - , HAWK University of Applied Sciences and Arts, University of Göttingen (Author)
  • Lukas Hörtnagl - , ETH Zurich (Author)
  • Toke T. Høye - , Aarhus University (Author)
  • Filip Hrbacek - , Masaryk University (Author)
  • Kristoffer Hylander - , Stockholm University (Author)
  • Hiroki Iwata - , Shinshu University (Author)
  • Marcin Antoni Jackowicz-Korczynski - , Lund University, Aarhus University (Author)
  • Hervé Jactel - , Université de Bordeaux (Author)
  • Järvi Järveoja - , Swedish University of Agricultural Sciences (Author)
  • Szymon Jastrzębowski - , Forest Research Institute (Author)
  • Anke Jentsch - , University of Bayreuth (Author)
  • Juan J. Jiménez - , Aragonese Foundation for Research & Development (Author)
  • Ingibjörg S. Jónsdóttir - , University of Iceland (Author)
  • Tommaso Jucker - , University of Bristol (Author)
  • Alistair S. Jump - , University of Stirling (Author)
  • Radoslaw Juszczak - , Poznań University of Life Sciences (Author)
  • Róbert Kanka - , Slovak Academy of Sciences (Author)
  • Vít Kašpar - , Czech Academy of Sciences, Czech University of Life Sciences Prague (Author)
  • George Kazakis - , Centre International de Hautes Etudes Agronomiques Méditerranéennes (Author)
  • Julia Kelly - , Lund University (Author)
  • Anzar A. Khuroo - , University of Kashmir (Author)
  • Leif Klemedtsson - , University of Gothenburg (Author)
  • Marcin Klisz - , Forest Research Institute (Author)
  • Natascha Kljun - , Lund University (Author)
  • Alexander Knohl - , University of Göttingen (Author)
  • Johannes Kobler - , Environment Agency Austria (Author)
  • Jozef Kollár - , Slovak Academy of Sciences (Author)
  • Martyna M. Kotowska - , University of Göttingen (Author)
  • Bence Kovács - , Centre for Ecological Research (Author)
  • Juergen Kreyling - , University of Greifswald (Author)
  • Andrea Lamprecht - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Simone I. Lang - , University Centre in Svalbard (Author)
  • Christian Larson - , Montana State University (Author)
  • Keith Larson - , Umeå University (Author)
  • Kamil Laska - , Masaryk University, University of South Bohemia (Author)
  • Guerric le Maire - , UMR Eco&Sols, University of Montpellier (Author)
  • Rachel I. Leihy - , Monash University (Author)
  • Luc Lens - , Ghent University (Author)
  • Bengt Liljebladh - , University of Gothenburg (Author)
  • Annalea Lohila - , Finnish Meteorological Institute, University of Helsinki (Author)
  • Juan Lorite - , University of Granada (Author)
  • Benjamin Loubet - , AgroParisTech (Author)
  • Joshua Lynn - , University of Bergen (Author)
  • Martin Macek - , Czech Academy of Sciences (Author)
  • Roy Mackenzie - , Universidad Austral de Chile (Author)
  • Enzo Magliulo - , National Research Council of Italy (CNR) (Author)
  • Regine Maier - , ETH Zurich (Author)
  • Francesco Malfasi - , University of Insubria (Author)
  • František Máliš - , Technical University in Zvolen (Author)
  • Matěj Man - , Czech Academy of Sciences (Author)
  • Giovanni Manca - , European Commission Joint Research Centre Institute (Author)
  • Antonio Manco - , National Research Council of Italy (CNR) (Author)
  • Tanguy Manise - , University of Liege (Author)
  • Paraskevi Manolaki - , Open University of Cyprus, Aarhus University, Aarhus Institute of Advanced Studies (Author)
  • Felipe Marciniak - , National Institute of Amazon Researches (Author)
  • Radim Matula - , Czech University of Life Sciences Prague, Mendel University in Brno (Author)
  • Ana Clara Mazzolari - , National Scientific and Technical Research Council Argentina (CONICET) (Author)
  • Sergiy Medinets - , Odessa National University, Aarhus University, NGO New Energy (Author)
  • Volodymyr Medinets - , Odessa National University (Author)
  • Camille Meeussen - , Ghent University (Author)
  • Sonia Merinero - , Stockholm University (Author)
  • Rita de Cássia Guimarães Mesquita - , National Institute of Amazon Researches (Author)
  • Katrin Meusburger - , Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Filip J.R. Meysman - , University of Antwerp (Author)
  • Sean T. Michaletz - , University of British Columbia (Author)
  • Ann Milbau - , Province of Antwerp (Author)
  • Dmitry Moiseev - , RAS - Institute of Plant and Animal Ecology, Ural Branch (Author)
  • Pavel Moiseev - , RAS - Institute of Plant and Animal Ecology, Ural Branch (Author)
  • Andrea Mondoni - , University of Pavia (Author)
  • Ruth Monfries - , Royal Botanic Garden Edinburgh (Author)
  • Leonardo Montagnani - , Free University of Bozen-Bolzano (Author)
  • Mikel Moriana-Armendariz - , University of Tromsø – The Arctic University of Norway (Author)
  • Umberto Morra di Cella - , Environmental Protection Agency of Aosta Valley (Author)
  • Martin Mörsdorf - , University of Freiburg (Author)
  • Jonathan R. Mosedale - , University of Exeter (Author)
  • Lena Muffler - , University of Göttingen (Author)
  • Miriam Muñoz-Rojas - , University of New South Wales, University of Seville (Author)
  • Jonathan A. Myers - , Washington University St. Louis (Author)
  • Isla H. Myers-Smith - , University of Edinburgh (Author)
  • Laszlo Nagy - , State University of Campinas (Author)
  • Marianna Nardino - , National Research Council of Italy (CNR) (Author)
  • Ilona Naujokaitis-Lewis - , Carleton University (Author)
  • Emily Newling - , Deakin University (Author)
  • Lena Nicklas - , University of Innsbruck (Author)
  • Georg Niedrist - , EURAC Research (Author)
  • Armin Niessner - , University of Hohenheim (Author)
  • Mats B. Nilsson - , Swedish University of Agricultural Sciences (Author)
  • Signe Normand - , Aarhus University (Author)
  • Marcelo D. Nosetto - , Universidad Nacional de San Luis, Universidad Nacional de Entre Ríos (Author)
  • Yann Nouvellon - , UMR Eco&Sols, University of Montpellier (Author)
  • Martin A. Nuñez - , University of Houston, National Scientific and Technical Research Council Argentina (CONICET) (Author)
  • Romà Ogaya - , CREAF - Centre for Ecological Research and Forestry Applications (Author)
  • Jérôme Ogée - , INRAE - National Institute of Agricultural Research (Author)
  • Joseph Okello - , Ghent University, Mountains of the Moon University, Mbarara Zonal Agricultural Research and Development Institute (Author)
  • Janusz Olejnik - , Poznań University of Life Sciences (Author)
  • Jørgen Eivind Olesen - , Aarhus University (Author)
  • Øystein H. Opedal - , Lund University (Author)
  • Simone Orsenigo - , University of Pavia (Author)
  • Andrej Palaj - , Slovak Academy of Sciences (Author)
  • Timo Pampuch - , University of Greifswald (Author)
  • Alexey V. Panov - , RAS - Sukachev Institute of Forest, Siberian Branch (Author)
  • Meelis Pärtel - , University of Tartu (Author)
  • Ada Pastor - , Aarhus University (Author)
  • Aníbal Pauchard - , Universidad de Concepción, Universidad de Chile (Author)
  • Harald Pauli - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Marian Pavelka - , Czech Academy of Sciences (Author)
  • William D. Pearse - , Utah State University, Imperial College London (Author)
  • Matthias Peichl - , Swedish University of Agricultural Sciences (Author)
  • Loïc Pellissier - , ETH Zurich, Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Rachel M. Penczykowski - , Washington University St. Louis (Author)
  • Josep Penuelas - , CREAF - Centre for Ecological Research and Forestry Applications (Author)
  • Matteo Petit Bon - , Czech Academy of Sciences, University of Tromsø – The Arctic University of Norway, University Centre in Svalbard (Author)
  • Alessandro Petraglia - , University of Parma (Author)
  • Shyam S. Phartyal - , Nalanda University (Author)
  • Gareth K. Phoenix - , University of Sheffield (Author)
  • Casimiro Pio - , University of Aveiro (Author)
  • Andrea Pitacco - , University of Padua (Author)
  • Camille Pitteloud - , ETH Zurich, Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Roman Plichta - , Mendel University in Brno (Author)
  • Francesco Porro - , University of Pavia (Author)
  • Miguel Portillo-Estrada - , University of Antwerp (Author)
  • Jérôme Poulenard - , French National Centre for Scientific Research (CNRS) (Author)
  • Rafael Poyatos - , CREAF - Centre for Ecological Research and Forestry Applications, Autonomous University of Barcelona (Author)
  • Anatoly S. Prokushkin - , Siberian Federal University, RAS - Sukachev Institute of Forest, Siberian Branch (Author)
  • Radoslaw Puchalka - , Nicolaus Copernicus University in Toruń (Author)
  • Mihai Pușcaș - , Babes-Bolyai University (Author)
  • Dajana Radujković - , University of Antwerp (Author)
  • Krystal Randall - , University of Wollongong (Author)
  • Amanda Ratier Backes - , German Centre for Integrative Biodiversity Research (iDiv) Halle—Jena—Leipzig, Martin Luther University Halle-Wittenberg (Author)
  • Sabine Remmele - , University of Hohenheim (Author)
  • Wolfram Remmers - , Trier University of Applied Sciences (Author)
  • David Renault - , Université de Rennes 1, Institut universitaire de France (Author)
  • Anita C. Risch - , Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Christian Rixen - , Swiss Federal Institute for Forest, Snow and Landscape Research, Extremes and Natural Hazards in Alpine Regions Research Center CERC (Author)
  • Sharon A. Robinson - , University of Wollongong (Author)
  • Bjorn J.M. Robroek - , Radboud University Nijmegen (Author)
  • Adrian V. Rocha - , University of Notre Dame (Author)
  • Christian Rossi - , Chastè Planta-Wildenberg, University of Zurich (Author)
  • Graziano Rossi - , University of Pavia (Author)
  • Olivier Roupsard - , Centre de coopération internationale en recherche agronomique pour le développement, University of Montpellier, Research and Development Institute (Author)
  • Alexey V. Rubtsov - , Siberian Federal University (Author)
  • Patrick Saccone - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Clotilde Sagot - , Parc national des Ecrins - Domaine de Charance (Author)
  • Jhonatan Sallo Bravo - , Universidad Nacional San Antonio Abad del Cusco, Centro de Investigación de la Biodiversidad Wilhelm L. Johannsen (Author)
  • Cinthya C. Santos - , National Institute of Amazon Researches (Author)
  • Judith M. Sarneel - , Umeå University (Author)
  • Tobias Scharnweber - , University of Greifswald (Author)
  • Jonas Schmeddes - , University of Greifswald (Author)
  • Marius Schmidt - , Jülich Research Centre (Author)
  • Thomas Scholten - , University of Tübingen (Author)
  • Max Schuchardt - , University of Bayreuth (Author)
  • Naomi Schwartz - , University of British Columbia (Author)
  • Tony Scott - , Rothamsted Research (Author)
  • Julia Seeber - , University of Innsbruck, EURAC Research (Author)
  • Ana Cristina Segalin de Andrade - , National Institute of Amazon Researches (Author)
  • Tim Seipel - , Montana State University (Author)
  • Philipp Semenchuk - , University of Vienna (Author)
  • Rebecca A. Senior - , Princeton University (Author)
  • Josep M. Serra-Diaz - , Université de Lorraine (Author)
  • Piotr Sewerniak - , Nicolaus Copernicus University in Toruń (Author)
  • Ankit Shekhar - , ETH Zurich (Author)
  • Nikita V. Sidenko - , RAS - Sukachev Institute of Forest, Siberian Branch (Author)
  • Lukas Siebicke - , University of Göttingen (Author)
  • Laura Siegwart Collier - , Memorial University of Newfoundland, Parks Canada (Author)
  • Elizabeth Simpson - , Utah State University (Author)
  • David P. Siqueira - , Universidade Estadual do Norte Fluminense (Author)
  • Zuzana Sitková - , Forest Research Institute, Slovakia (Author)
  • Johan Six - , ETH Zurich (Author)
  • Marko Smiljanic - , University of Greifswald (Author)
  • Stuart W. Smith - , Norwegian University of Science and Technology, Stockholm University (Author)
  • Sarah Smith-Tripp - , University of British Columbia (Author)
  • Ben Somers - , KU Leuven (Author)
  • Mia Vedel Sørensen - , Norwegian University of Science and Technology (Author)
  • José João L.L. Souza - , Universidade Federal de Viçosa (Author)
  • Bartolomeu Israel Souza - , Universidade Federal da Paraíba (Author)
  • Arildo Souza Dias - , National Institute of Amazon Researches, Goethe University Frankfurt a.M. (Author)
  • Marko J. Spasojevic - , University of California at Riverside (Author)
  • James D.M. Speed - , Norwegian University of Science and Technology (Author)
  • Fabien Spicher - , Université de Picardie Jules Verne (Author)
  • Angela Stanisci - , University of Molise (Author)
  • Klaus Steinbauer - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Rainer Steinbrecher - , Karlsruhe Institute of Technology (Author)
  • Michael Steinwandter - , EURAC Research (Author)
  • Michael Stemkovski - , Utah State University (Author)
  • Jörg G. Stephan - , Swedish University of Agricultural Sciences (Author)
  • Christian Stiegler - , University of Göttingen (Author)
  • Stefan Stoll - , Trier University of Applied Sciences, University of Duisburg-Essen (Author)
  • Martin Svátek - , Mendel University in Brno (Author)
  • Miroslav Svoboda - , Czech University of Life Sciences Prague (Author)
  • Torbern Tagesson - , Lund University, University of Copenhagen (Author)
  • Andrew J. Tanentzap - , University of Cambridge (Author)
  • Franziska Tanneberger - , University of Greifswald (Author)
  • Jean Paul Theurillat - , Foundation J.-M. Aubert, University of Geneva (Author)
  • Haydn J.D. Thomas - , University of Edinburgh (Author)
  • Andrew D. Thomas - , Aberystwyth University (Author)
  • Katja Tielbörger - , University of Tübingen (Author)
  • Marcello Tomaselli - , University of Parma (Author)
  • Urs Albert Treier - , Aarhus University (Author)
  • Mario Trouillier - , University of Greifswald (Author)
  • Pavel Dan Turtureanu - , Babes-Bolyai University (Author)
  • Rosamond Tutton - , Queen's University Kingston (Author)
  • Vilna A. Tyystjärvi - , University of Helsinki, Finnish Meteorological Institute (Author)
  • Masahito Ueyama - , Osaka Metropolitan University (Author)
  • Karol Ujházy - , Technical University in Zvolen (Author)
  • Mariana Ujházyová - , Technical University in Zvolen (Author)
  • Domas Uogintas - , Nature Research Centre (Author)
  • Anastasiya V. Urban - , Mendel University in Brno, RAS - Sukachev Institute of Forest, Siberian Branch (Author)
  • Josef Urban - , Siberian Federal University, Mendel University in Brno (Author)
  • Marek Urbaniak - , Poznań University of Life Sciences (Author)
  • Tudor Mihai Ursu - , National Institute of Research and Development for Biological Sciences (Author)
  • Francesco Primo Vaccari - , National Research Council of Italy (CNR) (Author)
  • Stijn Van de Vondel - , University of Antwerp (Author)
  • Liesbeth van den Brink - , University of Tübingen (Author)
  • Maarten Van Geel - , KU Leuven (Author)
  • Vigdis Vandvik - , University of Bergen (Author)
  • Pieter Vangansbeke - , Ghent University (Author)
  • Andrej Varlagin - , Russian Academy of Sciences (Author)
  • G. F. Veen - , Netherlands Institute of Ecology (NIOO-KNAW) (Author)
  • Elmar Veenendaal - , Wageningen University & Research (WUR) (Author)
  • Susanna E. Venn - , Deakin University (Author)
  • Hans Verbeeck - , Ghent University (Author)
  • Erik Verbrugggen - , University of Antwerp (Author)
  • Frank G.A. Verheijen - , University of Aveiro (Author)
  • Luis Villar - , Spanish National Research Council (CSIC) (Author)
  • Luca Vitale - , National Research Council of Italy (CNR) (Author)
  • Pascal Vittoz - , University of Lausanne (Author)
  • Maria Vives-Ingla - , CREAF - Centre for Ecological Research and Forestry Applications (Author)
  • Jonathan von Oppen - , Aarhus University (Author)
  • Josefine Walz - , Umeå University (Author)
  • Runxi Wang - , The University of Hong Kong (Author)
  • Yifeng Wang - , Queen's University Kingston (Author)
  • Robert G. Way - , Queen's University Kingston (Author)
  • Ronja E.M. Wedegärtner - , Norwegian University of Science and Technology (Author)
  • Robert Weigel - , University of Göttingen (Author)
  • Jan Wild - , Czech Academy of Sciences, Czech University of Life Sciences Prague (Author)
  • Matthew Wilkinson - , Forestry Commission England (Author)
  • Martin Wilmking - , University of Greifswald (Author)
  • Lisa Wingate - , INRAE - National Institute of Agricultural Research (Author)
  • Manuela Winkler - , University of Natural Resources and Life Sciences, Vienna (Author)
  • Sonja Wipf - , Swiss Federal Institute for Forest, Snow and Landscape Research, Chastè Planta-Wildenberg (Author)
  • Georg Wohlfahrt - , University of Innsbruck (Author)
  • Georgios Xenakis - , Forestry Commission England (Author)
  • Yan Yang - , CAS - Institute of Mountain Hazards and Environment (Author)
  • Zicheng Yu - , Northeast Normal University, Lehigh University (Author)
  • Kailiang Yu - , Princeton University (Author)
  • Florian Zellweger - , Swiss Federal Institute for Forest, Snow and Landscape Research (Author)
  • Jian Zhang - , East China Normal University (Author)
  • Zhaochen Zhang - , East China Normal University (Author)
  • Peng Zhao - , Swedish University of Agricultural Sciences (Author)
  • Klaudia Ziemblińska - , Poznań University of Life Sciences (Author)
  • Reiner Zimmermann - , University of Hohenheim, University of Bayreuth (Author)
  • Shengwei Zong - , Northeast Normal University (Author)
  • Viacheslav I. Zyryanov - , RAS - Sukachev Institute of Forest, Siberian Branch (Author)
  • Ivan Nijs - , University of Antwerp (Author)
  • Jonathan Lenoir - , Université de Picardie Jules Verne (Author)

Abstract

Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications.

Details

Original languageEnglish
Pages (from-to)3110-3144
Number of pages35
JournalGlobal change biology
Volume28
Issue number9
Publication statusPublished - May 2022
Peer-reviewedYes

External IDs

PubMed 34967074

Keywords

Keywords

  • bioclimatic variables, global maps, microclimate, near-surface temperatures, soil temperature, soil-dwelling organisms, temperature offset, weather stations