Gerard Heuvelink: search on Z-Library

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1

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

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

Journal:

Nutrient Cycling in Agroecosystems

Year:

2017

Language:

english

File:

PDF, 6.86 MB

english, 2017

2

An integrated pan-tropical biomass map using multiple reference datasets

Avitabile, Valerio, Herold, Martin, Heuvelink, Gerard B. M., Lewis, Simon L., Phillips, Oliver L., Asner, Gregory P., Armston, John, Ashton, Peter S., Banin, Lindsay, Bayol, Nicolas, Berry, Nicholas J

Journal:

Global Change Biology

Year:

2016

Language:

english

File:

PDF, 1.07 MB

english, 2016

3

About regression-kriging: From equations to case studies

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

Journal:

Computers & Geosciences

Year:

2007

Language:

english

File:

PDF, 1.10 MB

english, 2007

4

Sparse regression interaction models for spatial prediction of soil properties in 3D

Pejović, Milutin, Nikolić, Mladen, Heuvelink, Gerard B.M., Hengl, Tomislav, Kilibarda, Milan, Bajat, Branislav

Journal:

Computers & Geosciences

Year:

2018

Language:

english

File:

PDF, 5.57 MB

english, 2018

5

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

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

Journal:

Year:

2015

Language:

english

File:

PDF, 20.20 MB

english, 2015

6

Sampling design optimization for soil mapping with random forest

Wadoux, Alexandre M.J-C., Brus, Dick J., Heuvelink, Gerard B.M.

Journal:

Year:

2019

Language:

english

File:

PDF, 2.51 MB

english, 2019

7

Random Forest Spatial Interpolation

SekuliÄ, Aleksandar, Kilibarda, Milan, Heuvelink, Gerard B.M., NikoliÄ, Mladen, Bajat, Branislav

Journal:

Year:

2020

File:

PDF, 8.32 MB

2020

8

Using multiple linear regression and random forests to identify spatial poverty determinants in rural China

Liu, Mengxiao, Hu, Shan, Ge, Yong, Heuvelink, Gerard B.M., Ren, Zhoupeng, Huang, Xiaoran

Journal:

Spatial Statistics

Year:

2020

File:

PDF, 9.03 MB

2020

9

The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables

James D. Brown, Gerard B.M. Heuvelink

Journal:

Computers & Geosciences

Year:

2007

Language:

english

File:

PDF, 2.45 MB

english, 2007

10

Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network

Paul H. Hiemstra, Edzer J. Pebesma, Chris J.W. Twenhöfel, Gerard B.M. Heuvelink

Journal:

Computers & Geosciences

Year:

2009

Language:

english

File:

PDF, 2.67 MB

english, 2009

11

INTAMAP: The design and implementation of an interoperable automated interpolation web service

Edzer Pebesma, Dan Cornford, Gregoire Dubois, Gerard B.M. Heuvelink, Dionisis Hristopulos, Jürgen Pilz, Ulrich Stöhlker, Gary Morin, Jon O. Skøien

Journal:

Computers & Geosciences

Year:

2011

Language:

english

File:

PDF, 1.17 MB

english, 2011

12

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

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

Journal:

Year:

2004

Language:

english

File:

PDF, 1.72 MB

english, 2004

13

Updating the 1:50,000 Dutch soil map using legacy soil data: A multinomial logistic regression approach

Bas Kempen, Dick J. Brus, Gerard B.M. Heuvelink, Jetse J. Stoorvogel

Journal:

Year:

2009

Language:

english

File:

PDF, 3.00 MB

english, 2009

14

Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery

Jianghao Wang, Yong Ge, Gerard B.M. Heuvelink, Chenghu Zhou, Dick Brus

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2012

Language:

english

File:

PDF, 1.36 MB

english, 2012

15

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

Kilibarda, Milan, Hengl, Tomislav, Heuvelink, Gerard B. M., Gräler, Benedikt, Pebesma, Edzer, Perčec Tadić, Melita, Bajat, Branislav

Journal:

Journal of Geophysical Research Atmospheres

Year:

2014

Language:

english

File:

PDF, 3.47 MB

english, 2014

16

Spatial statistics for mapping the environment

Heuvelink, Gerard B.M., Pebesma, Edzer, Stein, Alfred

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2013

Language:

english

File:

PDF, 101 KB

english, 2013

17

Impact of input data uncertainty on environmental exposure assessment models: A case study for electromagnetic field modelling from mobile phone base stations

Beekhuizen, Johan, Heuvelink, Gerard B.M., Huss, Anke, Bürgi, Alfred, Kromhout, Hans, Vermeulen, Roel

Journal:

Environmental Research

Year:

2014

Language:

english

File:

PDF, 1.47 MB

english, 2014

18

Latin Hypercube Sampling of Gaussian Random Fields

Pebesma, Edzer J., Heuvelink, Gerard B.M.

Journal:

Year:

1999

Language:

english

File:

PDF, 493 KB

english, 1999

19

Error propagation in cartographic modelling using Boolean logic and continuous classification

Heuvelink, Gerard B. M., Burrough, Peter A.

Journal:

Geographical Information Systems

Year:

1993

Language:

english

File:

PDF, 733 KB

english, 1993

20

Propagation of errors in spatial modelling with GIS

HEUVELINK, GERARD B. M., BURROUGH, PETER A., STEIN, ALFRED

Journal:

Geographical Information Systems

Year:

1989

Language:

english

File:

PDF, 811 KB

english, 1989

21

Propagation of positional error in 3D GIS: estimation of the solar irradiation of building roofs

Biljecki, Filip, Heuvelink, Gerard B.M., Ledoux, Hugo, Stoter, Jantien

Journal:

International Journal of Geographical Information Science

Year:

2015

Language:

english

File:

PDF, 1.69 MB

english, 2015

22

Latin Hypercube Sampling of Gaussian Random Fields

Edzer J. Pebesma and Gerard B. M. Heuvelink

Journal:

Year:

1999

Language:

english

File:

PDF, 1.43 MB

english, 1999

23

Mapping the soils of an Argentine Pampas region using structural equation modelling

Angelini, Marcos E., Heuvelink, Gerard B.M., Kempen, Bas, Morrás, Héctor J.M.

Journal:

Year:

2016

Language:

english

File:

PDF, 2.51 MB

english, 2016

24

Sampling design optimisation for rainfall prediction using a non-stationary geostatistical model

Wadoux, Alexandre M.J-C., Brus, Dick J., Rico-Ramirez, Miguel A., Heuvelink, Gerard B.M.

Journal:

Advances in Water Resources

Year:

2017

Language:

english

File:

PDF, 3.65 MB

english, 2017

25

Visual soil evaluation: reproducibility and correlation with standard measurements

van Leeuwen, Maricke M.W.J., Heuvelink, Gerard B.M., Wallinga, Jakob, de Boer, Imke J.M., van Dam, Jos C., van Essen, Everhard A., Moolenaar, Simon W., Verhoeven, Frank P.M., Stoorvogel, Jetse J., Sto

Journal:

Soil and Tillage Research

Year:

2018

Language:

english

File:

PDF, 1.49 MB

english, 2018

26

Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa

Leenaars, Johan G.B., Claessens, Lieven, Heuvelink, Gerard B.M., Hengl, Tom, Ruiperez González, Maria, van Bussel, Lenny G.J., Guilpart, Nicolas, Yang, Haishun, Cassman, Kenneth G.

Journal:

Year:

2018

Language:

english

File:

PDF, 2.80 MB

english, 2018

27

A numerical method to account for distance in a farmer’s willingness to pay for land

Bakker, Martha M., Heuvelink, Gerard B.M., Vrugt, Jasper A., Polman, Nico, Brookhuis, Bart, Kuhlman, Tom

Journal:

Spatial Statistics

Year:

2018

Language:

english

File:

PDF, 657 KB

english, 2018

28

Including spatial correlation in structural equation modelling of soil properties

Angelini, Marcos E., Heuvelink, Gerard B.M.

Journal:

Spatial Statistics

Year:

2018

Language:

english

File:

PDF, 6.41 MB

english, 2018

29

SoilGrids250m: Global gridded soil information based on machine learning

Hengl, Tomislav, Mendes de Jesus, Jorge, Heuvelink, Gerard B. M., Ruiperez Gonzalez, Maria, Kilibarda, Milan, Blagotić, Aleksandar, Shangguan, Wei, Wright, Marvin N., Geng, Xiaoyuan, Bauer-Marschallin

Journal:

Year:

2017

Language:

english

File:

PDF, 6.63 MB

english, 2017

30

Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing

Jin, Yan, Ge, Yong, Wang, Jianghao, Heuvelink, Gerard, Wang, Le

Journal:

Year:

2018

Language:

english

File:

PDF, 4.87 MB

english, 2018

31

Model averaging for mapping topsoil organic carbon in France

Chen, Songchao, Mulder, Vera Leatitia, Heuvelink, Gerard B.M., Poggio, Laura, Caubet, Manon, RomÃ¡n Dobarco, Mercedes, Walter, Christian, Arrouays, Dominique

Journal:

Year:

2020

Language:

english

File:

PDF, 4.23 MB

english, 2020

32

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

Tomislav Hengl, Gerard B. M. Heuvelink, Melita Perčec Tadić, Edzer J. Pebesma

Journal:

Theoretical and Applied Climatology

Year:

2012

Language:

english

File:

PDF, 926 KB

english, 2012

33

Transfer function-noise modeling and spatial interpolation to evaluate the risk of extreme (shallow) water-table levels in the Brazilian Cerrados

Rodrigo L. Manzione, Martin Knotters, Gerard B. M. Heuvelink, Jos R. Von Asmuth, Gilberto Camara

Journal:

Hydrogeology Journal

Year:

2010

Language:

english

File:

PDF, 663 KB

english, 2010

34

R. Webster, M.A. Oliver: Geostatistics for

Gerard B. M. Heuvelink

Journal:

Mathematical Geosciences

Year:

2009

Language:

english

File:

PDF, 93 KB

english, 2009

35

Mapping Water-Table Depths Over Time to Assess Desiccation of Groundwater-Dependent Ecosystems in the Netherlands

Tom Hoogland, Gerard B. M. Heuvelink, Martin Knotters

Journal:

Year:

2010

Language:

english

File:

PDF, 452 KB

english, 2010

36

Accounting for Spatial Uncertainty in Optimization with Spatial Decision Support Systems

Jeroen C. J. H. Aerts, Michael F. Goodchild, Gerard B. M. Heuvelink

Journal:

Transactions in GIS

Year:

2003

Language:

english

File:

PDF, 1.46 MB

english, 2003

37

Using Linear Integer Programming for Multi-Site Land-Use Allocation

Jeroen C. J. H. Aerts, Erwin Eisinger, Gerard B. M. Heuvelink, Theodor J. Stewart

Journal:

Geographical Analysis

Year:

2003

Language:

english

File:

PDF, 1.41 MB

english, 2003

38

Space–Time Geostatistics for Geography: A Case Study of Radiation Monitoring Across Parts of Germany

Gerard B. M. Heuvelink, Daniel A. Griffith

Journal:

Geographical Analysis

Year:

2010

Language:

english

File:

PDF, 543 KB

english, 2010

39

Uncertainty analysis in environmental modelling under a change of spatial scale

Gerard B.M. Heuvelink

Journal:

Nutrient Cycling in Agroecosystems

Year:

1998

Language:

english

File:

PDF, 76 KB

english, 1998

40

Using rainfall radar data to improve interpolated maps of dose rate in the Netherlands

Paul H. Hiemstra, Edzer J. Pebesma, Gerard B.M. Heuvelink, Chris J.W. Twenhöfel

Journal:

Science of The Total Environment

Year:

2010

Language:

english

File:

PDF, 3.25 MB

english, 2010

41

Zero-tolerance for faecal contamination of carcasses as a tool in the control of O157 VTEC infections

Annet E Heuvelink, Gerard L Roessink, Koos Bosboom, Enne de Boer

Journal:

International Journal of Food Microbiology

Year:

2001

Language:

english

File:

PDF, 472 KB

english, 2001

42

Small scale digital soil mapping in Southeastern Kenya

Alejandra Mora-Vallejo, Lieven Claessens, Jetse Stoorvogel, Gerard B.M. Heuvelink

Journal:

Year:

2008

Language:

english

File:

PDF, 1.06 MB

english, 2008

43

Accounting for change of support in spatial accuracy assessment of modelled soil mineral phosphorous concentration

Ulrich Leopold, Gerard B.M. Heuvelink, Aaldrik Tiktak, Peter A. Finke, Oscar Schoumans

Journal:

Year:

2006

Language:

english

File:

PDF, 5.20 MB

english, 2006

44

Exploring the use of sequential sampling for monitoring organic matter stocks in a grazed and non-grazed Scots pine stand

Annemieke Smit, Gerard B.M. Heuvelink

Journal:

Year:

2007

Language:

english

File:

PDF, 545 KB

english, 2007

45

Optimization of sample patterns for universal kriging of environmental variables

Dick J. Brus, Gerard B.M. Heuvelink

Journal:

Year:

2007

Language:

english

File:

PDF, 1.03 MB

english, 2007

46

Bayesian calibration of the VSD soil acidification model using European forest monitoring data

Gert Jan Reinds, Marcel van Oijen, Gerard B.M. Heuvelink, Hans Kros

Journal:

Year:

2008

Language:

english

File:

PDF, 1.46 MB

english, 2008

47

P.J. Diggle, P.J. Ribeiro Jr., ,Model-based geostatistics (2007) Springer,New York Hardcover, 228 pp, ISBN 0387329072, Price US$79.95.

Gerard B.M. Heuvelink

Journal:

Year:

2008

Language:

english

File:

PDF, 104 KB

english, 2008

48

Editorial

Alfred Stein, Edzer Pebesma, Gerard Heuvelink

Journal:

Procedia Environmental Sciences

Year:

2011

Language:

english

File:

PDF, 102 KB

english, 2011

49

Editorial

Alfred Stein, Edzer Pebesma, Gerard Heuvelink

Journal:

Procedia Environmental Sciences

Year:

2011

Language:

english

File:

PDF, 143 KB

english, 2011

50

Reply to Comment on “Modelling soil variation: past, present, and future”, by Philippe Baveye

Gerard B.M Heuvelink, Richard Webster

Journal:

Year:

2002

Language:

english

File:

PDF, 52 KB

english, 2002