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Born in the Sahel, now global: A soil assessment method reshaping restoration science

Marking 20 years of landscape-scale soil and land assessments, new data show how a single framework helps guide restoration across diverse ecosystems.
Aerial landscape in Kenya showing farmland, vegetation patterns and riverbeds used to assess soil and land health for restoration.
Aerial view of a mixed farming landscape in Kenya where soil and land health assessments inform restoration planning. , Photo by Kelvin Trautman / CIFOR-ICRAF

Twenty years ago in Mali, Tor-Gunnar Vรฅgen and colleagues began experimenting with a methodology to assess and map soil and land health; today, that early work has amplified into a framework with myriad applications for restoration across landscapes.  

The rapid upscaling of the Land Degradation Surveillance Framework (LDSF) โ€“ in both volume and new directions โ€“ still surprises its creators, including Vรฅgen, co-developer of the method and senior scientist heading the Spatial Data Science and Applied Learning Lab at the Center for International Forestry Research World Agroforestry (CIFOR-ICRAF). 

โ€œWe found a balance between something that is robust and fairly comprehensive in terms of the indicators and the data that is collected, but also practical and doable by anyone, with simple equipment,โ€ Vรฅgen said ahead of World Soil Day 2025, marked annually on 5 December to highlight the importance of healthy soil and to advocate for the sustainable management of soil resources. 

โ€œI think thatโ€™s part of why the LDSF has been successful.โ€

That success reflects not only the toolโ€™s adaptability, scalability and reliable data, but also the rising global demand for science-based evidence to assess and monitor soil and land health across an extensive range of landscapes and ecosystems, including farmlands, rangelands, grasslands and forests.  


As ecosystems degrade across the planet, the LDSFโ€™s combination of systematically collected biophysical measurements and remote sensing has become essential to designing restoration efforts that work. โ€œItโ€™s really important that we understand the state of soil, the state of land, the state of our ecosystems to get at the drivers of degradation,โ€ said Leigh Ann Winowiecki, global research lead for soil and land health at CIFOR-ICRAFand co-developer of the LDSF. โ€œWithout this information, weโ€™re working blindfolded.โ€

Researchers in Malawi taking soil samples and recording vegetation data for land health assessments.
Researchers collect soil samples and vegetation measurements in Malawi to generate data for soil and land health mapping. Photo by Kelvin Trautman / CIFOR-ICRAF.
Researchers and a community member reviewing rangeland cover maps during soil and land health monitoring.
Scientists and local partners examine rangeland cover maps to link field data with satellite-based assessments. Photo by Kelvin Trautman / CIFOR-ICRAF.

Designed to be both scientifically rigorous and practical in the field, the LDSF is now implemented with partners in more than 45 countries. Its accessible design helps users identify the drivers and dynamics of land degradation and translate complex datasets into actionable decisions.

โ€œWith the data we have today, policymakers can make smarter choices โ€“ deciding how best to use limited resources to maximise efficiency,โ€ said Bertin Takoutsing, Land Health scientist with CIFOR-ICRAF in Cameroon. โ€œIt is about making better decisions about where to go, what practices to implement, and which areas should be prioritised โ€” identifying the true hotspots of land degradation.โ€

Researchers measuring soil and vegetation indicators in a dryland site as part of the Land Degradation Surveillance Framework.
Field teams collect soil and vegetation data in a dryland landscape using the Land Degradation Surveillance Framework. Photo by Kelvin Trautman / CIFOR-ICRAF.

The LDSF database now includes about 49,000 plots and 140,000 soil samples, expanding every year. Its robust sampling design reduces bias and ensures high-quality data, supported by advances in laboratory soil analysis (such as spectroscopy), remote sensing and predictive modelling.

Its applications span scales. An atlas of the Sahel, for example, produced the first 500-metre-resolution continental maps of key soil properties across Africa. Rangeland datasets are expanding rapidly, too, with more than 170,000 observations from transects feeding into the 2025 rangeland module.

Technician in Malawi measuring soil infiltration using a metal ring during LDSF fieldwork.
A technician measures soil infiltration in Malawi as part of field data collection for the Land Degradation Surveillance Framework. Photo by Kelvin Trautman / CIFOR-ICRAF.
Researcher collecting a soil core sample in a dense forest as part of an LDSF plot assessment.
Soil sampling in a forested landscape, where LDSF plots capture variation in vegetation structure and soil properties. Photo by Kelvin Trautman / CIFOR-ICRAF.

For soil scientist and ecohydrologist Aida Barguรฉs Tobella of Agrotecnio-CERCA Centre in Spain, the LDSFโ€™s strength lies in the way it links the fine details of soils to global patterns of land degradation. โ€œAt first, it can be hard to see the big picture of the LDSF,โ€ she said. โ€œYou see results from your site, and thatโ€™s already valuable. But whatโ€™s even more powerful is that your site becomes part of a global network.โ€

With every new dataset added, she said, โ€œpredictions for these indicators become more accurate, data analysis becomes richer, comparisons across sites become possible, and the value of the dataset keeps growing.โ€

โ€œLDSF provides a very unique data set that no one else offers, and users can be certain that the data has been collected and analysed in a consistent manner.โ€

Aida Barguรฉs TobellaSoil scientist and ecohydrologist with Agrotecnio-CERCA Centre based in Lleida, Spain.

Her work on soil infiltration capacity across sub-Saharan Africa relies heavily on LDSF datasets, which she described as โ€œvery uniqueโ€ in their consistency and breadth. โ€œAs far as Iโ€™m aware, no other dataset brings together such a comprehensive set of indicators.โ€

These indicators include vegetation cover and structure; diversity of tree, shrub, forb and grass species; current and historical land use; prevalence of soil erosion; soil infiltration capacity; and a wide range of soil physical and chemical properties, including pH, texture and soil organic carbon.

The uses of LDSF data continue to expand beyond what its creators envisioned in 2005. โ€œPeople are now adding modules for gender studies, for example, or using the predictive maps to look at interactions between soil and land health and socio-economic factors, human health and climate change,โ€ said Vรฅgen.

Capacity development is now a central part of LDSFโ€™s work.

In the Gambia, a three-year soil health initiative is training national experts to use LDSF methods to develop detailed soil maps for evidence-based decision-making.

In Sri Lanka, asix-year initiative is applying the LDSF across diverse ecosystems to support watershed management. Across East Africa, a growing network of rangeland monitoring sites is encouraging data-driven restoration and sustainable management. Aninitiative launched in Lesotho is now expanding to countries including Kenya, Tanzania, Uganda, Rwanda and Ethiopia.

Overhead view of researchers in Malawi conducting soil and vegetation sampling within an LDSF plot.
Field teams in Malawi conduct systematic soil and vegetation sampling using the LDSFโ€™s spatially explicit design. Photo by Kelvin Trautman / CIFOR-ICRAF.
Musembi Kimeu and Annrose Mwangi identifying grass species in the Amboseli ecosystem, Kenya. Photo byKelvin Trautman / CIFOR-ICRAF.ย 

LDSFโ€™s credibility is also drawing interest from companies and sustainable finance initiatives seeking reliable ways to measure soil carbon and support climate mitigation efforts.

โ€œEvidence-based decision-making is essential, at the policy level, at the implementation level and for financing,โ€ said Winowiecki. โ€œIf we can provide better estimates of soil health, including carbon storage in a certain landscape, that helps de-risk investments.โ€


World Soil Day is celebrated annually on 5 December to focus attention on the importance of healthy soil and to advocate for the sustainable management of soil resources. The 2025 theme, โ€œHealthy Soils for Healthy Cities,โ€ will focus on urban soils, highlighting the role of sustainable soil management in supporting resilient cities, biodiversity and food security.