Research Output 2000 2020

2018

Bayesian Generalized Linear Geostatistical Modelling for mapping subsoil ripening

Steinbuch, L. & Heuvelink, G. B. M., 2018.

Research output: Contribution to conferencePosterAcademic

CocoaSoils data interoperability vision

Turdukulov, U., Knapen, M. J. R., Janssen, S. J. C., Boogaard, H. L., Woittiez, L. S. & Giller, K. E., 12 Dec 2018. 1 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access

Data Champion ISRIC: “Harmonizing world soil information”

Ringersma, J. & Duque Moreira de Sousa, L., 30 May 2018

Research output: Non-textual formWeb publication/site

Open Access
4 Citations (Scopus)
Soil moisture
downscaling
soil moisture
Remote sensing
remote sensing
12 Citations (Scopus)

Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging

Jin, Y., Ge, Y., Wang, J., Chen, Y., Heuvelink, G. B. M. & Atkinson, P. M., Apr 2018, In : IEEE Transactions on Geoscience and Remote Sensing. 56, 4, p. 2362-2376

Research output: Contribution to journalArticleAcademicpeer-review

Soil moisture
downscaling
kriging
soil moisture
spatial resolution
34 Citations (Scopus)

Effects of agricultural management practices on soil quality: A review of long-term experiments for Europe and China

Bai, Z., Caspari, T., Gonzalez, M. R., Batjes, N. H., Mäder, P., Bünemann, E. K., de Goede, R., Brussaard, L., Xu, M., Ferreira, C. S. S., Reintam, E., Fan, H., Mihelič, R., Glavan, M. & Tóth, Z., 1 Oct 2018, In : Agriculture, Ecosystems and Environment. 265, p. 1-7

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
agricultural management
long term experiments
soil quality
zero tillage
management practice
1 Citation (Scopus)

EmiStatR: a simplified and scalable urban water quality model for simulation of combined sewer overflows

Torres-Matallana, J. A., Leopold, U., Klepiszewski, K. & Heuvelink, G. B. M., 13 Jun 2018, In : Water (Switzerland). 10, 6, 782.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Combined sewers
Water Quality
hydrologic models
Water quality
Uncertainty
4 Citations (Scopus)

Geographically weighted area-to-point regression kriging for spatial downscaling in remote sensing

Jin, Y., Ge, Y., Wang, J., Heuvelink, G. B. M. & Wang, L., 1 Apr 2018, In : Remote Sensing. 10, 4, 579.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
downscaling
kriging
remote sensing
spatial resolution
soil moisture

How well is the WDC-Soils serving its user groups?

Batjes, N. H. & van den Bosch, H., 2018. 4 p.

Research output: Contribution to conferenceConference paperAcademicpeer-review

Open Access
soil
soil quality
polygon
soil science
spatial data

Improvements to DEM merging with r.mblend

De Sousa, L. M. & Leitão, J. P., 2018, GISTAM 2018 - Proceedings of the 4th International Conference on Geographical Information Systems Theory, Applications and Management. Grueau, C., Laurini, R. & Ragia, L. (eds.). SciTePress, p. 42-49

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
Merging
digital elevation model
Application programming interfaces (API)
Geographic information systems
Geographical Information System
20 Citations (Scopus)

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Meyer, H., Reudenbach, C., Hengl, T., Katurji, M. & Nauss, T., Mar 2018, In : Environmental Modelling and Software. 101, p. 1-9

Research output: Contribution to journalArticleAcademicpeer-review

Water content
Learning systems
Feature extraction
water content
fold
4 Citations (Scopus)

Including spatial correlation in structural equation modelling of soil properties

Angelini, M. E. & Heuvelink, G. B. M., Jun 2018, In : Spatial Statistics. 25, p. 35-51

Research output: Contribution to journalArticleAcademicpeer-review

Structural Equation Modeling
Spatial Correlation
Soil
soil property
Soils
1 Citation (Scopus)

Linking diagnostic features to soil microbial biomass and respiration in agricultural grassland soil: A large-scale study in Ireland

Richter, A., Huallacháin, D. O., Doyle, E., Clipson, N., van Leeuwen, J. P., Heuvelink, G. B. & Creamer, R. E., May 2018, In : European Journal of Soil Science. 69, 3, p. 414-428

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
grassland soil
grassland soils
agricultural soils
agricultural soil
Ireland
28 Citations (Scopus)

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

Leenaars, J. G. B., Claessens, L., Heuvelink, G. B. M., Hengl, T., Ruiperez González, M., van Bussel, L. G. J., Guilpart, N., Yang, H. & Cassman, K. G., 15 Aug 2018, In : Geoderma. 324, p. 18-36

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
plant available water
Sub-Saharan Africa
water holding capacity
rhizosphere
soil

Mapping soil texture with a gamma-ray spectrometer: comparison between UAV and proximal measurements and traditional sampling : validation study

van Egmond, F. M., van der Veeke, S., Knotters, M., Koomans, R. I., Walvoort, D. J. J. & Limburg, J., 2018, Wageningen: Statutory Research Tasks Unit for Nature & the Environment. 56 p. (WOt-technical report; no. 137)

Research output: Book/ReportReportProfessional

Open Access
soil texture
spectrometer
sampling
spatial planning
calibration
3 Citations (Scopus)

Mapping the probability of ripened subsoils using Bayesian logistic regression with informative priors

Steinbuch, L., Brus, D. J. & Heuvelink, G. B. M., 15 Apr 2018, In : Geoderma. 316, p. 56-69 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

subsoil
logistics
uncertainty
statistics
multipliers
12 Citations (Scopus)

Object-Based Superresolution Land-Cover Mapping From Remotely Sensed Imagery

Chen, Y., Ge, Y., Heuvelink, G. B. M., An, R. & Chen, Y., Jan 2018, In : IEEE Transactions on Geoscience and Remote Sensing. 56, 1, p. 328-340

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
land cover
imagery
pixel
Pixels
mapping method
8 Citations (Scopus)

Past, present & future of information technology in pedometrics

Rossiter, D., 15 Aug 2018, In : Geoderma. 324, p. 131-137

Research output: Contribution to journalArticleAcademicpeer-review

information technology
sensors (equipment)
wireless technology
georeferencing
numerical taxonomy

Pedometric Valuation of the Soil Resource

Rossiter, D. G., Hewitt, A. J. & Dominati, E. J., 25 Apr 2018, Pedometrics. McBratney, A. B., Minasny, B. & Stockman, U. (eds.). Cham: Springer, p. 521-546 (Progress in Soil Science).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

valuation
soil
resource
food production
occupation
10 Citations (Scopus)

Pedotransfer functions to estimate soil water content at field capacity and permanent wilting point in hot arid western India

Santra, P., Kumar, M., Kumawat, R. N., Painuli, D. K., Hati, K. M., Heuvelink, G. B. M. & Batjes, N. H., 27 Mar 2018, In : Journal of Earth System Science . 127, 3, 35.

Research output: Contribution to journalArticleAcademicpeer-review

pedotransfer function
wilting
field capacity
soil water
water content

Probabilistic Assessment of Investment Options in Honey Value Chains in Lamu County, Kenya

Wafula, J., Karimjee, Y., Malava, G., Muchiri, C., Koech, G., de Leeuw, J., Nyongesa, J., Shepherd, K. & Luedeling, E., 2018, In : Frontiers in Applied Mathematics and Statistics. 4, Article 6, 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Value chain
Kenya
Biodiversity
Uncertainty
Impact evaluation
35 Citations (Scopus)

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

Hengl, T., Nussbaum, M., Wright, M. N., Heuvelink, G. B. M. & Gräler, B., 29 Aug 2018, In : PeerJ. 6, e5518.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
prediction
Spatial Analysis
kriging
Earth Sciences
Forests

Review of possible information platforms for CIRCASA’s Knowledge Information System

Batjes, N. H., 2018, Wageningen. 20 p. (ISRIC report; no. 2018/02)

Research output: Book/ReportReportAcademic

Open Access
Netherlands
groundwater
methodology
water table
interpolation

Selectie van inwinningstechnieken voor bodemdata: Selecteren vanuit de (onderzoeks)vraag

Knotters, M. (ed.) & van Egmond, F. M. (ed.), Dec 2018, Wageningen: Wettelijke Onderzoekstaken Natuur & Milieu. 40 p. (WOt-technical report; no. 144)

Research output: Book/ReportReportProfessional

Open Access

Sensoren en gewasmodellen voor precisielandbouw: Literatuuronderzoek DISAC deelproject E-pieper

Kempenaar, C., Dijk, C., van Egmond, F., Goldbach, F., Polder, G., Pronk, A. & van Rheenen, H., 2018, Wageningen: Stichting Wageningen University Research, Wageningen Plant Research, Business unit unit Agrosystems. 45 p. (Rapport / Wageningen Plant Research; no. WPR-75)

Research output: Book/ReportReportProfessional

Open Access
Open Access
5 Citations (Scopus)

Soil organic carbon baselines for land degradation neutrality: Map accuracy and cost tradeoffs with respect to complexity in Otjozondjupa, Namibia

Nijbroek, R., Piikki, K., Söderström, M., Kempen, B., Turner, K. G., Hengari, S. & Mutua, J., 17 May 2018, In : Sustainability (Switzerland). 10, 5, 1610.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Namibia
land degradation
neutrality
Organic carbon
organic carbon
31 Citations (Scopus)

Soil property and class maps of the conterminous United States at 100-meter spatial resolution

Ramcharan, A., Hengl, T., Nauman, T., Brungard, C., Waltman, S., Wills, S. & Thompson, J., 12 Jan 2018, In : Soil Science Society of America Journal. 82, 1, p. 186-201

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
soil properties
soil property
spatial resolution
prediction
particle size
180 Citations (Scopus)

Soil Quality - a critical review

Bunemann, E. K., Bongiorno, G., Bai, Z. G., Creamer, R., de Deyn, G. B., de Goede, R. G. M., Fleskens, L., Geissen, V., Kuijper, T. W. M., Mäder, P., Pulleman, M. M., Sukkel, W., van Groenigen, J. W. & Brussaard, L., 2018, In : Soil Biology and Biochemistry. 120, p. 105-125

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
soil quality
Soil
soil
ecosystem service
ecosystem services
78 Citations (Scopus)

Soil-related sustainable development goals: Four concepts to make land degradation neutrality and restoration work

Keesstra, S., Mol, G., de Leeuw, J., Okx, J., Molenaar, C., de Cleen, M. & Visser, S., 10 Nov 2018, In : Land. 7, 4, 133.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
land degradation
sustainable development
paradigm shift
economics
stakeholder
13 Citations (Scopus)

Soil resources and element stocks in drylands to face global issues

Plaza, C., Zaccone, C., Sawicka, K., Méndez, A. M., Tarquis, A., Gascó, G., Heuvelink, G. B. M., Schuur, E. A. G. & Maestre, F. T., 13 Sep 2018, In : Scientific Reports. 8, 1, 13788.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
desertification
food security
soil organic matter
soil
land degradation
5 Citations (Scopus)

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

Pejović, M., Nikolić, M., Heuvelink, G. B. M., Hengl, T., Kilibarda, M. & Bajat, B., Sep 2018, In : Computers and Geosciences. 118, p. 1-13

Research output: Contribution to journalArticleAcademicpeer-review

soil property
Soils
prediction
Polynomials
Organic carbon

Spatial uncertainty propagation analysis with the spup R package

Sawicka, K., Heuvelink, G. B. M. & Walvoort, D. J. J., Dec 2018, In : R Journal. 10, 2, p. 180-199 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Uncertainty Propagation
Spatial Autocorrelation
Uncertainty
Model
Nominal or categorical data

Structural equation modelling for digital soil mapping

Angelini, M. E., 2018, Wageningen: Wageningen University. 184 p.

Research output: Thesisinternal PhD, WU

Open Access
modeling
soil
soil property
prediction
organic carbon
2 Citations (Scopus)

stUPscales: An R-package for spatio-temporal uncertainty propagation across multiple scales with examples in urbanwater modelling

Torres-Matallana, J. A., Leopold, U. & Heuvelink, G. B. M., 23 Jun 2018, In : Water (Switzerland). 10, 7, 837.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Uncertainty
uncertainty
environmental modeling
disaggregation
modeling
14 Citations (Scopus)

The effect of acquisition error and level of detail on the accuracy of spatial analyses

Biljecki, F., Heuvelink, G. B. M., Ledoux, H. & Stoter, J., Jan 2018, In : Cartography and Geographic Information Science. 45, 2, p. 156-176

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
spatial analysis
irradiation
GIS
experiment
effect
8 Citations (Scopus)

Towards a framework for geospatial tangible user interfaces in collaborative urban planning

Maquil, V., Leopold, U., De Sousa, L. M., Schwartz, L. & Tobias, E., Apr 2018, In : Journal of Geographical Systems. 20, 2, p. 185-206

Research output: Contribution to journalArticleAcademicpeer-review

user interface
urban planning
stakeholder
scenario
computer vision

Uncertainty and uncertainty propagation in soil mapping and modelling

Heuvelink, G. B. M., 2018, Pedometrics. McBratney, A. B., Minasny, B. & Stockmann, U. (eds.). Springer, (Progress in Soil Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

kriging
soil property
prediction
modeling
soil
1 Citation (Scopus)

Usability evaluation of the domain specific language for spatial simulation scenarios

de Sousa, L. M. & da Silva, A. R., 15 Feb 2018, In : Cogent Engineering. 5, 1436889.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Geographic information systems
Chemical analysis
Modeling languages
6 Citations (Scopus)

Visual soil evaluation: reproducibility and correlation with standard measurements

van Leeuwen, M. M. W. J., Heuvelink, G. B. M., Wallinga, J., de Boer, I. J. M., van Dam, J. C., van Essen, E. A., Moolenaar, S. W., Verhoeven, F. P. M., Stoorvogel, J. J. & Stoof, C. R., 1 May 2018, In : Soil and Tillage Research. 178, p. 167-178

Research output: Contribution to journalArticleAcademicpeer-review

reproducibility
soil type
soil types
soil
soil compaction
Open Access
2017
20 Citations (Scopus)

3D soil hydraulic database of Europe at 250 m resolution

Toth, B., Weynants, M., Pasztor, L. & Hengl, T., 2017, In : Hydrological Processes. 31, 14, p. 2662-2666

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
hydraulics
hydraulic property
hydraulic conductivity
soil
water content
11 Citations (Scopus)

Accounting for taxonomic distance in accuracy assessment of soil class predictions

Rossiter, D. G., Zeng, R. & Zhang, G. L., 2017, In : Geoderma. 292, p. 118-127

Research output: Contribution to journalArticleAcademicpeer-review

accuracy assessment
U.S. Soil Taxonomy
soil classification
expert opinion
numerical taxonomy

A selection of sensing techniques for mapping soil hydraulic properties

Knotters, M., van Egmond, F. M., Bakker, G., Walvoort, D. J. J. & Brouwer, F., 2017, Wageningen: Wageningen Environmental Research. 65 p. (Wageningen Environmental Research rapport; no. 2853)

Research output: Book/ReportReportProfessional

Open Access
hydraulic property
soil
physics
pesticide
leaching
6 Citations (Scopus)

Conductive sapwood area prediction from stem and canopy areas - allometric equations of Kalahari trees, Botswana

Lubczynski, M. W., Chavarro-Rincon, D. C. & Rossiter, D., 2017, In : Ecohydrology. 10, 6, e1856.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Botswana
sapwood
canopy
stem
stems

Consequences of uncertainty in field observations of soil depth for digital soil mapping of soil functions

Schoorl, J. M., Stoorvogel, J. J., Claessens, L. F. G. & Heuvelink, G. B. M., 2017, Soli Science in a Changing World: programme and abstract book. Wallinga, J., Mol, G., Mulder, T., Zaal, A. & Jansen, B. (eds.). Wageningen: Wageningen University & Research, p. 197-197

Research output: Chapter in Book/Report/Conference proceedingAbstract

soil depth
soil profile
soil
available water capacity
slope angle

Development of a Soil Organic Carbon Baseline for Otjozondjupa, Namibia

Nijbroek, R., Kempen, B., Mutua, J., Soderstrom, M., Piikki, K., Hengari, S. & Andreas, A., 2017, Proceedings of the Global Symposium on Soil Organic Carbon 2017. FAO, p. 142-150

Research output: Chapter in Book/Report/Conference proceedingConference paper

Open Access
land degradation
organic carbon
soil
planning process
soil carbon

Erosie-onderzoek op de Grote Houw Oost in het kader van TOPsites

Huisman, D. J., van der Heiden, M., Derickx, W., de Kort, J. W., Reimann, T., Schoorl, J. M., Thasing, S., van Egmond, F., van Soest, M., Verplanke, P. & Wallinga, J., 2017, Rijksdienst voor het Cultureel Erfgoed.

Research output: Book/ReportReportAcademic

Exploring future changes in land use and land condition and the impacts on food, water, climate change and biodiversity: Scenarios for the UNCCD Global Land Outlook

van der Esch, S., ten Brink, B., Stehfest, E., Bakkenes, M., Sewell, A., Bouwman, A., Meijer, J., Westhoek, H., van den Berg, M., van den Born, G. J., Doelman, J., Berkhout, E., Klein Goldewijk, K., Bouwman, A. F., Beusen, A., van Zeist, W-J., Stoorvogel, J. J., Schut, A. G. T., Biemans, H., Candel, J. J. L. & 7 others, Van Beek, R., Tabeau, A. A., van Meijl, J. C. M., Caspari, T. M., van Egmond, F. M., van Lynden, G. W. J. & Mantel, S., 2017, The Hague: PBL: Netherlands Environmental Assessment Agency. 116 p.

Research output: Book/ReportReportProfessional

Open Access
biodiversity
land use
climate change
food
land degradation