Theo dơi
Gerard Heuvelink
Gerard Heuvelink
Special Professor, Wageningen University and Senior Researcher, ISRIC World Soil Information
Email được xác minh tại wur.nl
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
SoilGrids250m: Global gridded soil information based on machine learning
T Hengl, J Mendes de Jesus, GBM Heuvelink, M Ruiperez Gonzalez, ...
PLoS one 12 (2), e0169748, 2017
35382017
A generic framework for spatial prediction of soil variables based on regression-kriging
T Hengl, GBM Heuvelink, A Stein
Geoderma 120 (1-2), 75-93, 2004
14152004
SoilGrids1km—global soil information based on automated mapping
T Hengl, JM De Jesus, RA MacMillan, NH Batjes, GBM Heuvelink, ...
PloS one 9 (8), e105992, 2014
12362014
About regression-kriging: From equations to case studies
T Hengl, GBM Heuvelink, DG Rossiter
Computers & geosciences 33 (10), 1301-1315, 2007
11502007
SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty
L Poggio, LM De Sousa, NH Batjes, GBM Heuvelink, B Kempen, ...
Soil 7 (1), 217-240, 2021
10302021
Error propagation in environmental modelling with GIS
GBM Heuvelink
CRC press, 1998
10121998
Mapping soil properties of Africa at 250 m resolution: Random forests significantly improve current predictions
T Hengl, GBM Heuvelink, B Kempen, JGB Leenaars, MG Walsh, ...
PloS one 10 (6), e0125814, 2015
9472015
Spatio-temporal interpolation using gstat.
B Gräler, EJ Pebesma, GBM Heuvelink
R J. 8 (1), 204, 2016
9372016
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
T Hengl, M Nussbaum, MN Wright, GBM Heuvelink, B Gräler
PeerJ 6, e5518, 2018
8122018
An integrated pan‐tropical biomass map using multiple reference datasets
V Avitabile, M Herold, GBM Heuvelink, SL Lewis, OL Phillips, GP Asner, ...
Global change biology 22 (4), 1406-1420, 2016
6902016
Modelling soil variation: past, present, and future
GBM Heuvelink, R Webster
Geoderma 100 (3-4), 269-301, 2001
5622001
Propagation of errors in spatial modelling with GIS
GBM Heuvelink, PA Burrough, A Stein
International Journal of Geographical Information System 3 (4), 303-322, 1989
5231989
Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network
PH Hiemstra, EJ Pebesma, CJW Twenhöfel, GBM Heuvelink
Computers & Geosciences 35 (8), 1711-1721, 2009
5152009
Optimization of sample patterns for universal kriging of environmental variables
DJ Brus, GBM Heuvelink
Geoderma 138 (1-2), 86-95, 2007
4622007
GlobalSoilMap: Toward a fine-resolution global grid of soil properties
D Arrouays, MG Grundy, AE Hartemink, JW Hempel, GBM Heuvelink, ...
Advances in agronomy 125, 93-134, 2014
4472014
Sampling for validation of digital soil maps
DJ Brus, B Kempen, GBM Heuvelink
European Journal of Soil Science 62 (3), 394-407, 2011
4472011
DEM resolution effects on shallow landslide hazard and soil redistribution modelling
L Claessens, GBM Heuvelink, JM Schoorl, A Veldkamp
Earth Surface Processes and Landforms: The Journal of the British …, 2005
3262005
Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning
T Hengl, JGB Leenaars, KD Shepherd, MG Walsh, GBM Heuvelink, ...
Nutrient Cycling in Agroecosystems 109, 77-102, 2017
3202017
Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images
T Hengl, GBM Heuvelink, M Perčec Tadić, EJ Pebesma
Theoretical and applied climatology 107, 265-277, 2012
3072012
Updating the 1: 50,000 Dutch soil map using legacy soil data: A multinomial logistic regression approach
B Kempen, DJ Brus, GBM Heuvelink, JJ Stoorvogel
Geoderma 151 (3-4), 311-326, 2009
3072009
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