Journal article
Accessible, affordable, fine-scale estimates of soil carbon for sustainable management in sub-Saharan Africa
Soil Science Society of America journal, Vol.85(5), pp.1814-1826
09/01/2021
Abstract
Soil C status is acritical component of greenhouse gas mitigation efforts, and supports food security through affecting crop growth and management. In much of the world, laboratory-based measures of soil C are expensive and logistically challenging, whereas map-based predictions generated at the continental scale (e.g., African Soil Information Service [AfSIS]; ) may be unreliable at the management-relevant, policy-relevant, field, and regional scales. We test whether an USD 350, open source, field portable reflectometer can provide site-specific estimates of soil C status, and also predict whether a crop will respond to fertilizer across 1,155 sites in central and southern Malawi based on an established threshold of 9.4 g C kg(-1) soil. When compared with soil C measured by combustion, the scanner calibrated with covariates of field-estimable texture class and slope class provides unbiased (0.42 +/- 0.44 g C kg(-1) soil; p = .06), precise (R-2 = .57), and actionable (area under the receiver operating characteristic curve [AUC] = 0.88) data at the field scale, including at unmeasured locations (relative prediction error 19-23%) and at the village scale. The reflectometer outperformed predictions from the continental-scale AfSIS database, which were neither precise (R-2 = .044) nor actionable (AUC = 0.63) at the field scale, and underestimated soil C in the region by 2.5 +/- 0.5 g C kg(-1) soil (p < .001). The reflectometer is an accessible tool to monitor soil C in sub-Saharan Africa to improve field-level management, and guide regional policies that support food security while combating climate change.
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Details
- Title
- Accessible, affordable, fine-scale estimates of soil carbon for sustainable management in sub-Saharan Africa
- Creators
- Patrick M. Ewing - Agricultural Research ServiceDan TerAvest - Wagner CollegeXinyi Tu - Michigan State UniversitySieglinde S. Snapp - Michigan State University
- Publication Details
- Soil Science Society of America journal, Vol.85(5), pp.1814-1826
- Publisher
- Wiley
- Number of pages
- 13
- Grant note
- AID-BFSIO-15-00001 / International Fertilizer Development Center RISINGAID-OAA-A-13-00006 / United States Agency for International Development; United States Agency for International Development (USAID) AID-BFSIO-15-00001 / USAID; United States Agency for International Development (USAID)
- Identifiers
- 99901397977201842
- Language
- English
- Resource Type
- Journal article