Cargando…

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

In rainfed crop production, root zone plant-available water holding capacity (RZ-PAWHC) of the soil has a large influence on crop growth and the yield response to management inputs such as improved seeds and fertilisers. However, data are lacking for this parameter in sub-Saharan Africa (SSA). This...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Scientific Pub. Co 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5913732/
https://www.ncbi.nlm.nih.gov/pubmed/30122789
http://dx.doi.org/10.1016/j.geoderma.2018.02.046
_version_ 1783316595881279488
author 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.
author_facet 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.
author_sort Leenaars, Johan G.B.
collection PubMed
description In rainfed crop production, root zone plant-available water holding capacity (RZ-PAWHC) of the soil has a large influence on crop growth and the yield response to management inputs such as improved seeds and fertilisers. However, data are lacking for this parameter in sub-Saharan Africa (SSA). This study produced the first spatially explicit, coherent and complete maps of the rootable depth and RZ-PAWHC of soil in SSA. We compiled geo-referenced data from 28,000 soil profiles from SSA, which were used as input for digital soil mapping (DSM) techniques to produce soil property maps of SSA. Based on these soil properties, we developed and parameterised (pedotransfer) functions, rules and criteria to evaluate soil water retention at field capacity and wilting point, the soil fine earth fraction from coarse fragments content and, for maize, the soil rootability (relative to threshold values) and rootable depth. Maps of these secondary soil properties were derived using the primary soil property maps as input for the evaluation rules and the results were aggregated over the rootable depth to obtain a map of RZ-PAWHC, with a spatial resolution of 1 km(2). The mean RZ-PAWHC for SSA is 74 mm and the associated average root zone depth is 96 cm. Pearson correlation between the two is 0.95. RZ-PAWHC proves most limited by the rootable depth but is also highly sensitive to the definition of field capacity. The total soil volume of SSA potentially rootable by maize is reduced by one third (over 10,500 km(3)) due to soil conditions restricting root zone depth. Of these, 4800 km(3) are due to limited depth of aeration, which is the factor most severely limiting in terms of extent (km(2)), and 2500 km(3) due to sodicity which is most severely limiting in terms of degree (depth in cm). Depth of soil to bedrock reduces the rootable soil volume by 2500 km(3), aluminium toxicity by 600 km(3), porosity by 120 km(3) and alkalinity by 20 km(3). The accuracy of the map of rootable depth and thus of RZ-PAWHC could not be validated quantitatively due to absent data on rootability and rootable depth but is limited by the accuracy of the primary soil property maps. The methodological framework is robust and has been operationalised such that the maps can easily be updated as additional data become available.
format Online
Article
Text
id pubmed-5913732
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Elsevier Scientific Pub. Co
record_format MEDLINE/PubMed
spelling pubmed-59137322018-08-15 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. Geoderma Article In rainfed crop production, root zone plant-available water holding capacity (RZ-PAWHC) of the soil has a large influence on crop growth and the yield response to management inputs such as improved seeds and fertilisers. However, data are lacking for this parameter in sub-Saharan Africa (SSA). This study produced the first spatially explicit, coherent and complete maps of the rootable depth and RZ-PAWHC of soil in SSA. We compiled geo-referenced data from 28,000 soil profiles from SSA, which were used as input for digital soil mapping (DSM) techniques to produce soil property maps of SSA. Based on these soil properties, we developed and parameterised (pedotransfer) functions, rules and criteria to evaluate soil water retention at field capacity and wilting point, the soil fine earth fraction from coarse fragments content and, for maize, the soil rootability (relative to threshold values) and rootable depth. Maps of these secondary soil properties were derived using the primary soil property maps as input for the evaluation rules and the results were aggregated over the rootable depth to obtain a map of RZ-PAWHC, with a spatial resolution of 1 km(2). The mean RZ-PAWHC for SSA is 74 mm and the associated average root zone depth is 96 cm. Pearson correlation between the two is 0.95. RZ-PAWHC proves most limited by the rootable depth but is also highly sensitive to the definition of field capacity. The total soil volume of SSA potentially rootable by maize is reduced by one third (over 10,500 km(3)) due to soil conditions restricting root zone depth. Of these, 4800 km(3) are due to limited depth of aeration, which is the factor most severely limiting in terms of extent (km(2)), and 2500 km(3) due to sodicity which is most severely limiting in terms of degree (depth in cm). Depth of soil to bedrock reduces the rootable soil volume by 2500 km(3), aluminium toxicity by 600 km(3), porosity by 120 km(3) and alkalinity by 20 km(3). The accuracy of the map of rootable depth and thus of RZ-PAWHC could not be validated quantitatively due to absent data on rootability and rootable depth but is limited by the accuracy of the primary soil property maps. The methodological framework is robust and has been operationalised such that the maps can easily be updated as additional data become available. Elsevier Scientific Pub. Co 2018-08-15 /pmc/articles/PMC5913732/ /pubmed/30122789 http://dx.doi.org/10.1016/j.geoderma.2018.02.046 Text en © 2018 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
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.
Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title_full Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title_fullStr Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title_full_unstemmed Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title_short Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
title_sort mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-saharan africa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5913732/
https://www.ncbi.nlm.nih.gov/pubmed/30122789
http://dx.doi.org/10.1016/j.geoderma.2018.02.046
work_keys_str_mv AT leenaarsjohangb mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT claessenslieven mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT heuvelinkgerardbm mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT hengltom mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT ruiperezgonzalezmaria mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT vanbussellennygj mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT guilpartnicolas mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT yanghaishun mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica
AT cassmankennethg mappingrootabledepthandrootzoneplantavailablewaterholdingcapacityofthesoilofsubsaharanafrica