Abstract

Earth Observation (EO) techniques could offer a more cost-effective and rapid approach for reliable monitoring, reporting, and verification (MRV) of soil organic carbon (SOC). Here, we analyse the available published literature to assess whether it may be possible to estimate SOC using data from sensors mounted on satellites and airborne systems. This is complemented with research using a series of semi-structured interviews with experts in soil health and policy areas to understand the level of accuracy that is acceptable for MRV approaches for SOC. We also perform a cost-accuracy analysis of the approaches, including the use of EO techniques, for SOC assessment in the context of the new UK Environmental Land Management scheme. We summarise the state-of-the-art EO techniques for SOC assessment and identify 3 themes and 25 key suggestions and concerns for the MRV of SOC from the expert interviews. Notably, over three-quarters of the respondents considered that a ‘validation accuracy’ of 90% or better would be required from EO-based techniques to be acceptable as an effective system for the monitoring and reporting of SOC stocks. The cost-accuracy analysis revealed that a combination of EO technology and in situ sampling has the potential to offer a reliable, cost-effective approach to estimating SOC at a local scale (4 ha), although several challenges remain. We conclude by proposing an MRV framework for SOC that collates and integrates seven criteria for multiple data sources at the appropriate scales.

Highlights

  • Soil organic carbon (SOC) is one of the components of soil organic matter (SOM), which includes other elements such as hydrogen, oxygen, and nitrogen, as well as fresh and decomposed plant/animal materials [1]

  • We obtained the prices for satellite data supplied by Earth-i, a global space company thatLiterature exploits commercial imagery and cutting-edge artificial intelligence and Analysis of satellite

  • These data sources range from imagery obtained by passive or active sensors onboard remote sensing platforms (UASs, airborne and spaceborne), and meteorological data measured by landbased stations

Read more

Summary

Introduction

Soil organic carbon (SOC) is one of the components of soil organic matter (SOM), which includes other elements such as hydrogen, oxygen, and nitrogen, as well as fresh (living) and decomposed plant/animal (dead) materials [1]. The carbon content of SOM varies considerably, the soil remains one of the key components of the carbon cycle [2]. Carbon storage (C-storage) in soils has gained increasing international attention as a means of mitigating climate change. Initiatives such as ‘4p10000 [6], the FAO’s Global assessment of Sustainability 2021, 13, 12074.

Methods
Results
Discussion
Conclusion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call