Publications

19.

Mariano Gonzalez-Roglich Alex Zvoleff, Ichsani Wheeler

Land Degradation Neutrality Impact Monitoring Methodology Technical Report

2021.

Abstract | Links | BibTeX | Tags: Impact Monitoring Methodology, Land Degradation Neutrality

18.

Madlene Nussbaum Tomislav Hengl​, Marvin N. Wright

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

In: PeerJ, 6 , pp. e5518, 2018, ISSN: 2167-8359.

Abstract | Links | BibTeX | Tags: Geostatistics, Kriging, Pedometrics, R statistical computing, Random forest, Sampling, Spatial data

17.

Jorge Mendes de Jesus Tomislav Hengl, Gerard B. M. Heuvelink

SoilGrids250m: Global gridded soil information based on machine learning Journal Article

In: PLOS ONE, 12 (2), pp. 1-40, 2017.

Abstract | Links | BibTeX | Tags: Soil mapping

16.

Sanderman, Jonathan; Hengl, Tomislav; Fiske, Gregory J.

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

In: Proceedings of the National Academy of Sciences, 114 (36), pp. 9575–9580, 2017, ISSN: 0027-8424.

Abstract | Links | BibTeX | Tags:

15.

Gerard B. M. Heuvelink Tomislav Hengl, Bas Kempen

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

In: PLOS ONE, 10 (6), pp. 1-26, 2015.

Abstract | Links | BibTeX | Tags: Soil mapping

14.

Daniel Simberloff Ben H. Warren, Robert E. Ricklefs

Islands as model systems in ecology and evolution: prospects fifty years after MacArthur-Wilson Journal Article

In: Ecology Letters, 18 (2), pp. 200-217, 2015.

Abstract | Links | BibTeX | Tags: Community assembly, diversification, ecosystem functioning, genomics, islands as model systems

13.

Hengl, Tomislav; 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

SoilGrids1km — Global Soil Information Based on Automated Mapping Journal Article

In: PLOS ONE, 9 (8), pp. 1-17, 2014.

Abstract | Links | BibTeX | Tags:

12.

Tomislav Hengl Milan Kilibarda, Gerard B. M. Heuvelink; Bajat, Branislav

Spatio-temporal interpolation of daily temperatures for global land areas at 1km resolution Journal Article

In: Journal of Geophysical Research: Atmospheres, 119 (5), pp. 2294-2313, 2014.

Abstract | Links | BibTeX | Tags: spatio-temporal kriging

11.

Hengl, Tomislav; Heuvelink, Gerard BM; Tadic, Melita Perčec; Pebesma, Edzer J

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

In: Theoretical and applied climatology, 107 (1), pp. 265–277, 2012.

BibTeX | Tags:

10.

Pike, R. J.; Evans, I. S.; Hengl, T.

Chapter 1 Geomorphometry: A Brief Guide Book Chapter

In: Hengl, Tomislav; Reuter, Hannes I. (Ed.): Geomorphometry, 33 , Chapter 1, pp. 3-30, Elsevier, 2009, ISSN: 0166-2481.

Abstract | Links | BibTeX | Tags: basic principles of geomorphometry from a GIS perspective, data set used in this book, digital elevation models (DEMs), history of geomorphometry, inputs/outputs, land-surface parameters and objects, the land surface

9.

Hengl, Tomislav; Sierdsema, Henk; Radovic, Andreja; Dilo, Arta

Spatial prediction of species’ distributions from occurrence-only records: combining point pattern analysis, ENFA and regression-kriging Journal Article

In: Ecological modelling, 220 (24), pp. 3499–3511, 2009.

Abstract | Links | BibTeX | Tags: species distribution

8.

Hengl, T.; Evans, I. S.

Chapter 2 Mathematical and Digital Models of the Land Surface Book Chapter

In: Hengl, Tomislav; Reuter, Hannes I. (Ed.): Geomorphometry, 33 , Chapter 2, pp. 31-63, Elsevier, 2009, ISSN: 0166-2481.

Abstract | Links | BibTeX | Tags: cell size and its meaning, conceptual models of the land surface, how to determine a suitable grid resolution for DEMs, how to sample and interpolate heights, land surface and geomorphometric algorithms, land surface from a geodetic perspective, land-surface properties and mathematical models, vector and grid models of the land surface

7.

Tomislav Hengl Luis Rodríguez Lado, Hannes I. Reuter

Heavy metals in European soils: A geostatistical analysis of the FOREGS Geochemical database Journal Article

In: Geoderma, 148 (2), pp. 189-199, 2008, ISSN: 0016-7061.

Abstract | Links | BibTeX | Tags: Night lights image, Regression-kriging

6.

Hengl, Tomislav; Heuvelink, Gerard B. M.; Rossiter, David G.

About regression-kriging: From equations to case studies Journal Article

In: Computers & Geosciences, 33 (10), pp. 1301-1315, 2007, ISSN: 0098-3004, (Spatial Analysis).

Abstract | Links | BibTeX | Tags: Environmental predictors, GSTAT, MODIS, Multiple regression, Spatial prediction, SRTM

5.

Hengl, Tomislav; Toomanian, Norair; Reuter, Hannes I.; Malakouti, Mohammad J.

Methods to interpolate soil categorical variables from profile observations: Lessons from Iran Journal Article

In: Geoderma, 140 (4), pp. 417-427, 2007, ISSN: 0016-7061, (Pedometrics 2005).

Abstract | Links | BibTeX | Tags: Categorical variables, Fuzzy -means, MODIS, Multinominal logistic regression, Regression-kriging, Terrain parameters

4.

Hengl, Tomislav

Finding the right pixel size Journal Article

In: Computers & Geosciences, 32 (9), pp. 1283-1298, 2006, ISSN: 0098-3004.

Abstract | Links | BibTeX | Tags: Grid resolution, Inspection density, Point pattern analysis, Scale, Terrain complexity, Variogram

3.

Hengl, Tomislav; Heuvelink, Gerard B. M.; Stein, Alfred

A generic framework for spatial prediction of soil variables based on regression-kriging Journal Article

In: Geoderma, 120 (1), pp. 75-93, 2004, ISSN: 0016-7061.

Abstract | Links | BibTeX | Tags: Environmental correlation, Factor analysis, Logit transformation, Spatial prediction, Visualisation

2.

Hengl, Tomislav; Rossiter, David G; Stein, Alfred

Soil sampling strategies for spatial prediction by correlation with auxiliary maps Journal Article

In: Soil Research, 41 (8), pp. 1403–1422, 2003.

Abstract | Links | BibTeX | Tags: Soil mapping

1.

Hengl, Tomislav; Rossiter, David G.

Supervised Landform Classification to Enhance and Replace Photo-Interpretation in Semi-Detailed Soil Survey Journal Article

In: Soil Science Society of America Journal, 67 (6), pp. 1810-1822, 2003.

Abstract | Links | BibTeX | Tags: Soil mapping

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