Incorporating DEM Uncertainty in Coastal Inundation Mapping

por Leon, Javier X., Heuvelink, Gerard B. M., Phinn, Stuart R.
Publicado 2014

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

por Hengl, Tomislav, Nussbaum, Madlene, Wright, Marvin N., Heuvelink, Gerard B.M., Gräler, Benedikt
Publicado 2018

Optimization of rain gauge sampling density for river discharge prediction using Bayesian calibration

por Wadoux, Alexandre M.J.-C., Heuvelink, Gerard B.M., Uijlenhoet, Remko, de Bruin, Sytze
Publicado 2020

Soil resources and element stocks in drylands to face global issues

por Plaza, César, Zaccone, Claudio, Sawicka, Kasia, Méndez, Ana M., Tarquis, Ana, Gascó, Gabriel, Heuvelink, Gerard B. M., Schuur, Edward A. G., Maestre, Fernando T.
Publicado 2018

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

por 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.
Publicado 2018

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

por 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, Kwabena, Nketia A.
Publicado 2017

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

por 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, Jérôme E.
Publicado 2015

SoilGrids1km — Global Soil Information Based on Automated Mapping

por Hengl, Tomislav, de 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
Publicado 2014

SoilGrids250m: Global gridded soil information based on machine learning

por 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-Marschallinger, Bernhard, Guevara, Mario Antonio, Vargas, Rodrigo, MacMillan, Robert A., Batjes, Niels H., Leenaars, Johan G. B., Ribeiro, Eloi, Wheeler, Ichsani, Mantel, Stephan, Kempen, Bas
Publicado 2017