Articles | Volume 16, issue 11
Model description paper
15 Jun 2023
Model description paper |  | 15 Jun 2023

LandInG 1.0: a toolbox to derive input datasets for terrestrial ecosystem modelling at variable resolutions from heterogeneous sources

Sebastian Ostberg, Christoph Müller, Jens Heinke, and Sibyll Schaphoff

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Cited articles

Amante, C. and Eakins, B. W.: ETOPO1 1 Arc-Minute Global Relief Model: Procedures, Data Sources and Analysis, NOAA Technical Memorandum NESDIS NGDC-24, National Geophysical Data Center, NOAA,, 2009. a
Anderson, W., You, L., Wood, S., Wood-Sichra, U., and Wu, W.: An analysis of methodological and spatial differences in global cropping systems models and maps, Glob. Ecol. Biogeogr., 24, 180–191,, 2015. a
Batjes, N.: ISRIC-WISE global data set of derived soil properties on a 0.5 by 0.5 degree grid (Version 3.0), Tech. Rep. Report 2005/08, ISRIC – World Soil Information, Wageningen, (last access: 10 June 2023), 2005. a
Batjes, N.: ISRIC-WISE derived soil properties on a 5 by 5 arc-minutes global grid (ver. 1.2), Tech. Rep. Report 2012/01, ISRIC – World Soil Information, Wageningen, with data set, (last access: 10 June 2023), 2012. a
Batjes, N.: Harmonized soil property values for broad-scale modelling (WISE30sec) with estimates of global soil carbon stocks, Geoderma, 269, 61–68,, 2016. a
Short summary
We present a new toolbox for generating input datasets for terrestrial ecosystem models from diverse and partially conflicting data sources. The toolbox documents the sources and processing of data and is designed to make inconsistencies between source datasets transparent so that users can make their own decisions on how to resolve these should they not be content with our default assumptions. As an example, we use the toolbox to create input datasets at two different spatial resolutions.