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ArticlesPeer ReviewedFull Text
Soil carbon debt of 12,000 years of human land use
Author / Creator:Sanderman, Jonathan ; Hengl, Tomislav ; Fiske, Gregory J.
Publisher:United States: National Academy of Sciences
Journal title:Proceedings of the National Academy of Sciences - PNAS, 2017-09, Vol.114 (36), p.9575-9580
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Soil structure is an important omission in Earth System Models
Author / Creator:Fatichi, Simone ; Or, Dani ; Walko, Robert ; Vereecken, Harry ; Young, Michael H. ; Ghezzehei, Teamrat A. ; Hengl, Tomislav ; Kollet, Stefan ; Agam, Nurit ; Avissar, Roni
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2020-01, Vol.11 (1), p.522-11, Article 522
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Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
Author / Creator:Hengl, Tomislav ; Nussbaum, Madlene ; Wright, Marvin N. ; Heuvelink, Gerard B.M. ; Gräler, Benedikt
Publisher:United States: PeerJ, Inc
Journal title:PeerJ (San Francisco, CA), 2018-08, Vol.6, p.e5518, Article e5518
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African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
Author / Creator:Hengl, Tomislav ; Miller, Matthew A. E. ; Križan, Josip ; Shepherd, Keith D. ; Sila, Andrew ; Kilibarda, Milan ; Antonijević, Ognjen ; Glušica, Luka ; Dobermann, Achim ; Haefele, Stephan M. ; McGrath, Steve P. ; Acquah, Gifty E. ; Collinson, Jamie ; Parente, Leandro ; Sheykhmousa, Mohammadreza ; Saito, Kazuki ; Johnson, Jean-Martial ; Chamberlin, Jordan ; Silatsa, Francis B. T. ; Yemefack, Martin ; Wendt, John ; MacMillan, Robert A. ; Wheeler, Ichsani ; Crouch, Jonathan
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.6130-18, Article 6130
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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions
Author / Creator:Hengl, Tomislav ; Heuvelink, Gerard B. M. ; Kempen, Bas ; Leenaars, Johan G. B. ; Walsh, Markus G. ; Shepherd, Keith D. ; Sila, Andrew ; MacMillan, Robert A. ; Mendes de Jesus, Jorge ; Tamene, Lulseged ; Tondoh, Jérôme E.
Publisher:United States: Public Library of Science
Journal title:PloS one, 2015-06, Vol.10 (6), p.e0125814
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Mapping the global depth to bedrock for land surface modeling
Author / Creator:Shangguan, Wei ; Hengl, Tomislav ; Mendes de Jesus, Jorge ; Yuan, Hua ; Dai, Yongjiu
Publisher:Washington: John Wiley & Sons, Inc
Journal title:Journal of advances in modeling earth systems, 2017-03, Vol.9 (1), p.65-88
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SoilGrids1km — Global Soil Information Based on Automated Mapping
Author / Creator:Hengl, Tomislav ; de Jesus, Jorge Mendes ; MacMillan, Robert A. ; Batjes, Niels H. ; Heuvelink, Gerard B. M. ; Ribeiro, Eloi ; Samuel-Rosa, Alessandro ; Kempen, Bas ; Leenaars, Johan G. B. ; Walsh, Markus G. ; Gonzalez, Maria Ruiperez
Publisher:United States: Public Library of Science
Journal title:PloS one, 2014-08, Vol.9 (8), p.e105992
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Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning
Author / Creator:Hengl, Tomislav ; Leenaars, Johan G. B. ; Shepherd, Keith D. ; Walsh, Markus G. ; Heuvelink, Gerard B. M. ; Mamo, Tekalign ; Tilahun, Helina ; Berkhout, Ezra ; Cooper, Matthew ; Fegraus, Eric ; Wheeler, Ichsani ; Kwabena, Nketia A.
Publisher:Dordrecht: Springer Netherlands
Journal title:Nutrient cycling in agroecosystems, 2017-09, Vol.109 (1), p.77-102
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A global map of mangrove forest soil carbon at 30 m spatial resolution
Author / Creator:Sanderman, Jonathan ; Hengl, Tomislav ; Fiske, Greg ; Solvik, Kylen ; Adame, Maria Fernanda ; Benson, Lisa ; Bukoski, Jacob J ; Carnell, Paul ; Cifuentes-Jara, Miguel ; Donato, Daniel ; Duncan, Clare ; Eid, Ebrahem M ; Ermgassen, Philine zu ; Lewis, Carolyn J Ewers ; Macreadie, Peter I ; Glass, Leah ; Gress, Selena ; Jardine, Sunny L ; Jones, Trevor G ; Nsombo, Eugéne Ndemem ; Rahman, Md Mizanur ; Sanders, Christian J ; Spalding, Mark ; Landis, Emily
Publisher:Bristol: IOP Publishing
Journal title:Environmental research letters, 2018-05, Vol.13 (5), p.55002
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Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
Author / Creator:Hengl, Tomislav ; Walsh, Markus G. ; Sanderman, Jonathan ; Wheeler, Ichsani ; Harrison, Sandy P. ; Prentice, Iain C.
Publisher:United States: PeerJ, Inc
Journal title:PeerJ (San Francisco, CA), 2018-08, Vol.6, p.e5457, Article e5457
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Biomes of the world under climate change scenarios: increasing aridity and higher temperatures lead to significant shifts in natural vegetation
Author / Creator:Bonannella, Carmelo ; Hengl, Tomislav ; Parente, Leandro ; de Bruin, Sytze
Publisher:United States: PeerJ. Ltd
Journal title:PeerJ (San Francisco, CA), 2023-06, Vol.11, p.e15593, Article e15593
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Global Mapping of Soil Water Characteristics Parameters— Fusing Curated Data with Machine Learning and Environmental Covariates
Author / Creator:Gupta, Surya ; Papritz, Andreas ; Lehmann, Peter ; Hengl, Tomislav ; Bonetti, Sara ; Or, Dani
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2022-04, Vol.14 (8), p.1947
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Open Soil Spectral Library (OSSL): Building reproducible soil calibration models through open development and community engagement
Author / Creator:Safanelli, José L. ; Hengl, Tomislav ; Parente, Leandro L. ; Minarik, Robert ; Bloom, Dellena E. ; Todd-Brown, Katherine ; Gholizadeh, Asa ; Mendes, Wanderson de Sousa ; Sanderman, Jonathan
Publisher:United States: Public Library of Science
Journal title:PloS one, 2025-01, Vol.20 (1), p.e0296545
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Forest tree species distribution for Europe 2000–2020: mapping potential and realized distributions using spatiotemporal machine learning
Author / Creator:Bonannella, Carmelo ; Hengl, Tomislav ; Heisig, Johannes ; Parente, Leandro ; Wright, Marvin N. ; Herold, Martin ; de Bruin, Sytze
Publisher:United States: PeerJ. Ltd
Journal title:PeerJ (San Francisco, CA), 2022-07, Vol.10, p.e13728, Article e13728
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Quo vadis, smallholder forest landscape? An introduction to the LPB-RAP model
Author / Creator:Holler, Sonja ; Kübler, Daniel ; Conrad, Olaf ; Schmitz, Oliver ; Bonannella, Carmelo ; Hengl, Tomislav ; Böhner, Jürgen ; Günter, Sven ; Lippe, Melvin
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-02, Vol.19 (2), p.e0297439
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Ecodatacube.eu: analysis-ready open environmental data cube for Europe
Author / Creator:Witjes, Martijn ; Parente, Leandro ; Križan, Josip ; Hengl, Tomislav ; Antonić, Luka
Publisher:United States: PeerJ. Ltd
Journal title:PeerJ (San Francisco, CA), 2023-06, Vol.11, p.e15478, Article e15478
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Large-Scale Soil Organic Carbon Estimation via a Multisource Data Fusion Approach
Author / Creator:Kalopesa, Eleni ; Tziolas, Nikolaos ; Tsakiridis, Nikolaos L. ; Safanelli, José Lucas ; Hengl, Tomislav ; Sanderman, Jonathan
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2025-03, Vol.17 (5), p.771
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Assessing tick attachments to humans with citizen science data: spatio-temporal mapping in Switzerland from 2015 to 2021 using spatialMaxent
Author / Creator:Bald, Lisa ; Ratnaweera, Nils ; Hengl, Tomislav ; Laube, Patrick ; Grunder, Jürg ; Tischhauser, Werner ; Bhandari, Netra ; Zeuss, Dirk
Publisher:England: BioMed Central Ltd
Journal title:Parasites & vectors, 2025-01, Vol.18 (1), p.22-22, Article 22
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Global Soil Hydraulic Properties dataset based on legacy site observations and robust parameterization
Author / Creator:Gupta, Surya ; Papritz, Andreas ; Lehmann, Peter ; Hengl, Tomislav ; Bonetti, Sara ; Or, Dani
Publisher:London: Nature Publishing Group
Journal title:Scientific data, 2022-07, Vol.9 (1)
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Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images
Author / Creator:Hengl, Tomislav ; Heuvelink, Gerard B. M. ; Perčec Tadić, Melita ; Pebesma, Edzer J.
Publisher:Vienna: Springer Vienna
Journal title:Theoretical and applied climatology, 2012-01, Vol.107 (1-2), p.265-277
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Showing 1 to 20 of 50 results

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Soil carbon debt of 12,000 years of human land use

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Soil structure is an important omission in Earth System Models

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Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

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African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning

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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

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Mapping the global depth to bedrock for land surface modeling

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SoilGrids1km — Global Soil Information Based on Automated Mapping

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Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning

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A global map of mangrove forest soil carbon at 30 m spatial resolution

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Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential

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Biomes of the world under climate change scenarios: increasing aridity and higher temperatures lead to significant shifts in natural vegetation

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Global Mapping of Soil Water Characteristics Parameters— Fusing Curated Data with Machine Learning and Environmental Covariates

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Open Soil Spectral Library (OSSL): Building reproducible soil calibration models through open development and community engagement

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Forest tree species distribution for Europe 2000–2020: mapping potential and realized distributions using spatiotemporal machine learning

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Quo vadis, smallholder forest landscape? An introduction to the LPB-RAP model

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Ecodatacube.eu: analysis-ready open environmental data cube for Europe

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Large-Scale Soil Organic Carbon Estimation via a Multisource Data Fusion Approach

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Assessing tick attachments to humans with citizen science data: spatio-temporal mapping in Switzerland from 2015 to 2021 using spatialMaxent

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Global Soil Hydraulic Properties dataset based on legacy site observations and robust parameterization

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Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images

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