Research Output 2000 2020

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2020
3 Citations (Scopus)

How to measure, report and verify soil carbon change to realize the potential of soil carbon sequestration for atmospheric greenhouse gas removal

Smith, P., Soussana, J. F., Angers, D., Schipper, L., Chenu, C., Rasse, D. P., Batjes, N. H., van Egmond, F., McNeill, S., Kuhnert, M., Arias-Navarro, C., Olesen, J. E., Chirinda, N., Fornara, D., Wollenberg, E., Álvaro-Fuentes, J., Sanz-Cobena, A. & Klumpp, K., Jan 2020, In : Global Change Biology. 26, 1, p. 219-241

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
atmospheric gas
soil carbon
Greenhouse gases
carbon sequestration
greenhouse gas
2019
2 Citations (Scopus)

Achieving land degradation neutrality: The role of SLM knowledge in evidence-based decision-making

Liniger, H., Harari, N., van Lynden, G., Fleiner, R., de Leeuw, J., Bai, Z. & Critchley, W., 1 Apr 2019, In : Environmental Science and Policy. 94, p. 123-134

Research output: Contribution to journalArticleAcademicpeer-review

land degradation
neutrality
knowledge management
land management
decision making

A note on knowledge discovery and machine learning in digital soil mapping

Wadoux, A. M. J. C., Samuel-Rosa, A., Poggio, L. & Mulder, V. L., 19 Dec 2019, In : European Journal of Soil Science.

Research output: Contribution to journalArticleAcademicpeer-review

artificial intelligence
soil surveys
soil
organic carbon
pattern recognition

Application of the MODIS MOD 17 Net Primary Production Product in Grassland Carrying Capacity Assessment

de Leeuw, J., Rizayeva, A., Namazov, E., Bayramov, E., Marshall, M. T., Etzold, J. & Neudert, R., 2019, In : International Journal of applied Earth Observation and Geoinformation. 78, p. 66-76

Research output: Contribution to journalArticleAcademicpeer-review

net primary production
carrying capacity
MODIS
Biomass
grassland
Open Access
spatial data
projection
software
Hammers
performance
1 Citation (Scopus)

Digital mapping of peatlands – A critical review

Minasny, B., Berglund, Ö., Connolly, J., Hedley, C., de Vries, F., Gimona, A., Kempen, B., Kidd, D., Lilja, H., Malone, B., McBratney, A., Roudier, P., O'Rourke, S., Rudiyanto, Padarian, J., Poggio, L., ten Caten, A., Thompson, D., Tuve, C. & Widyatmanti, W., 1 Sep 2019, In : Earth-Science Reviews. 196, 102870.

Research output: Contribution to journalArticleAcademicpeer-review

digital mapping
peatland
peat
radar
remote sensing

Editorial for pedometrics 2017 special issue

Heuvelink, G. B. M., Brus, D. J., Rossiter, D. G. & Shi, Z., 1 Jan 2019, In : European Journal of Soil Science. 70, 1, p. 25-26

Research output: Contribution to journalArticleAcademic

Open Access

Generalizing multi-reward functions aimed at identifying the best locations to install flow control devices in sewer systems

Muñoz, D. F., Simões, N. E., de Sousa, L. M., Maluf, L., Sá Marques, A. & Leitão, J. P., 14 Sep 2019, In : Urban Water Journal. 16, 8, p. 564-574 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

flow control
reward
sewer network
decision model
natural disaster
2 Citations (Scopus)

Global mapping of soil salinity change

Ivushkin, K., Bartholomeus, H., Bregt, A. K., Pulatov, A., Kempen, B. & De Sousa, L., 15 Sep 2019, In : Remote Sensing of Environment. 231, 12 p., 111260.

Research output: Contribution to journalArticleAcademicpeer-review

soil salinity
Soils
infrared imagery
heat
soil properties

Joint treatment of point measurement, sampling and neighborhood uncertainty in space-time rainfall mapping

Ehlers, L. B., Sonnenborg, T. O., Heuvelink, G. B. M., He, X. & Refsgaard, J. C., 1 Jul 2019, In : Journal of Hydrology. 574, p. 148-159 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

rainfall
sampling
catchment
uncertainty analysis
simulation

Mapping the major soil-landscape resources of the Ethiopian Highlands using random forest

Leenaars, J. G. B., Elias, E., Wosten, J. H. M., Ruiperez Gonzalez, M. & Kempen, B., 2 Dec 2019, In : Geoderma.

Research output: Contribution to journalArticleAcademicpeer-review

highlands
resource
Ethiopia
soil fertility
topsoil
4 Citations (Scopus)

Mapping topsoil organic carbon concentrations and stocks for Tanzania

Kempen, B., Dalsgaard, S., Kaaya, A. K., Chamuya, N., Ruiperez Gonzalez, M., Pekkarinen, A. & Walsh, M. G., 1 Mar 2019, In : Geoderma. 337, p. 164-180

Research output: Contribution to journalArticleAcademicpeer-review

Tanzania
topsoil
organic carbon
carbon sinks
carbon
5 Citations (Scopus)

Marginal agricultural land low-input systems for biomass production

Cossel, M. V., Lewandowski, I., Elbersen, B., Staritsky, I., Van Eupen, M., Iqbal, Y., Mantel, S., Scordia, D., Testa, G., Cosentino, S. L., Maliarenko, O., Eleftheriadis, I., Zanetti, F., Monti, A., Lazdina, D., Neimane, S., Lamy, I., Ciadamidaro, L., Sanz, M., Carrasco, J. E. & 8 others, Ciria, P., McCallum, I., Trindade, L. M., Van Loo, E. N., Elbersen, W., Fernando, A. L., Papazoglou, E. G. & Alexopoulou, E., 14 Aug 2019, In : Energies. 12, 16, en12163123.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Biomass
Crops
Growth Analysis
Hemp
Requirements

Model-Based Geostatistics from a Bayesian Perspective: Investigating Area-to-Point Kriging with Small Data Sets

Steinbuch, L., Orton, T. G. & Brus, D. J., 27 Nov 2019, In : Mathematical Geosciences. 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Geostatistics
Kriging
geostatistics
kriging
Model-based

Quantified soil evolution under shifting agriculture in Southern Cameroon

Yemefack, M., Njomgang, R. & Rossiter, D. G., 28 Feb 2019, In : Frontiers in Environmental Science. 7, 16.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
agriculture
farming system
soil
land use
cocoa
8 Citations (Scopus)

Recent insights on uncertainties present in integrated catchment water quality modelling

Tscheikner-Gratl, F., Bellos, V., Schellart, A., Moreno-Rodenas, A., Muthusamy, M., Langeveld, J., Clemens, F., Benedetti, L., Rico-Ramirez, M. A., de Carvalho, R. F., Breuer, L., Shucksmith, J., Heuvelink, G. B. M. & Tait, S., 1 Mar 2019, In : Water Research. 150, p. 368-379

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Catchments
Water quality
catchment
water quality
modeling
1 Citation (Scopus)

Sampling design optimization for soil mapping with random forest

Wadoux, A. M. J. C., Brus, D. J. & Heuvelink, G. B. M., 1 Dec 2019, In : Geoderma. 355, 113913.

Research output: Contribution to journalArticleAcademicpeer-review

soil surveys
sampling
soil
artificial intelligence
prediction
1 Citation (Scopus)

Scenarios of Land Use and Land Cover Change and Their Multiple Impacts on Natural Capital in Tanzania

Capitani, C., van Soesbergen, A., Mukama, K., Malugu, I., Mbilinyi, B., Chamuya, N., Kempen, B., Malimbwi, R., Mant, R., Munishi, P., Njana, M. A., Ortmann, A., Platts, P. J., Runsten, L., Sassen, M., Sayo, P., Shirima, D., Zahabu, E., Burgess, N. D. & Marchant, R., Mar 2019, In : Environmental Conservation. 46, 1, p. 17-24

Research output: Contribution to journalArticleAcademicpeer-review

natural capital
Tanzania
Land use
land cover
Carbon

Super-resolution land cover mapping based on the convolutional neural network

Jia, Y., Ge, Y., Chen, Y., Li, S., Heuvelink, G. B. M. & Ling, F., 1 Aug 2019, In : Remote Sensing. 11, 15, 1815.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
land cover
mapping method
remote sensing
geostatistics
method
2 Citations (Scopus)

Technologically achievable soil organic carbon sequestration in world croplands and grasslands

Batjes, N. H., 15 Jan 2019, In : Land Degradation and Development. 30, 1, p. 25-32 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Organic carbon
carbon sequestration
soil organic carbon
grasslands
grassland

The landscape of soil carbon data: Emerging questions, synergies and databases

Malhotra, A., Todd-Brown, K., Nave, L. E., Batjes, N. H., Holmquist, J. R., Hoyt, A. M., Iversen, C. M., Jackson, R. B., Lajtha, K., Lawrence, C., Vindušková, O., Wieder, W., Williams, M., Hugelius, G. & Harden, J., 1 Oct 2019, In : Progress in Physical Geography. 43, 5, p. 707-719

Research output: Contribution to journalArticleAcademicpeer-review

synergy
soil carbon
global change
soil
wetland
2018
8 Citations (Scopus)

Accounting for non-stationary variance in geostatistical mapping of soil properties

Wadoux, A. M. J. C., Brus, D. J. & Heuvelink, G. B. M., 15 Aug 2018, In : Geoderma. 324, p. 138-147 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

soil properties
soil property
kriging
prediction
Akaike information criterion
25 Citations (Scopus)

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

Sanderman, J., Hengl, T., Fiske, G., Solvik, K., Adame, M. F., Benson, L., Bukoski, J. J., Carnell, P., Cifuentes-Jara, M., Donato, D., Duncan, C., Eid, E. M., Ermgassen, P. Z., Ewers Lewis, C. J., Macreadie, P. I., Glass, L., Gress, S., Jardine, S. L., Jones, T. G., Nsombo, E. N. & 4 others, Rahman, M. M., Sanders, C. J., Spalding, M. & Landis, E., May 2018, In : Environmental Research Letters. 13, 5, 055002.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Wetlands
soil carbon
mangrove
forest soil
spatial resolution
4 Citations (Scopus)

A global spatially explicit database of changes in island palaeo-area and archipelago configuration during the late Quaternary

Norder, S. J., Baumgartner, J. B., Borges, P. A. V., Hengl, T., Kissling, D. W., van Loon, E. E. & Rijsdijk, K. F., May 2018, In : Global Ecology and Biogeography. 27, 5, p. 500-505

Research output: Contribution to journalArticleAcademicpeer-review

archipelago
sea level
geography
Seychelles
Pitcairn Islands
3 Citations (Scopus)

A new look at soil phenoforms – Definition, identification, mapping

Rossiter, D. & Bouma, J., 15 Mar 2018, In : Geoderma. 314, p. 113-121

Research output: Contribution to journalArticleAcademicpeer-review

soil
soil surveys
diagnostic horizons
digital mapping
pedon

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

Bakker, M. M., Heuvelink, G. B. M., Vrugt, J. A., Polman, N., Brookhuis, B. & Kuhlman, T., 1 Jun 2018, In : Spatial Statistics. 25, p. 22-34

Research output: Contribution to journalArticleAcademicpeer-review

willingness to pay
Consolidation
numerical method
Numerical methods
Entropy
4 Citations (Scopus)
Soil moisture
downscaling
soil moisture
Remote sensing
remote sensing
9 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
30 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
2 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
19 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
3 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
24 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
2 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
10 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
5 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
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
30 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
Open Access
Netherlands
groundwater
methodology
water table
interpolation
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
28 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
158 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
69 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
11 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
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