Soil Sealing Monitoring for Sustainable Land Management in Estonia: Copernicus, National Data, and Reference-Based Assessment

Reliable soil sealing monitoring supports sustainable land management by identifying persistent soil degradation and the loss of soil functions. This study evaluated CLC+ Backbone (CLC+ BB), Imperviousness Density (IMD), and an object-based proxy derived from the Estonian Topographic Database (ETD). National estimates were compared across available reference years, and a stratified sample of 1500 orthophoto-interpreted 10 × 10 m units was assessed for 2021. A separate probability-based yard assessment evaluated omissions from the ETD-derived proxy and their sensitivity to the operational surface definition. The datasets yielded markedly different area estimates and temporal patterns: for 2021, direct national estimates ranged from 330.1 km2 for IMD to 715.0 km2 for CLC+ BB, while the broader reference-based estimate was 732.3 km2 (95% CI: 643.6–882.4 km2). Similarity between the CLC+ BB and reference totals concealed both omission and commission errors. Under the broader operational definition, estimated ETD-proxy omission was 2.6% (95% CI: 2.0–3.2%) in private yards and 26.5% (18.9–34.7%) in production yards. Narrowing the definition reduced the estimates by similar proportions in both yard types but produced a much larger absolute reduction in production yards. The results support integrated monitoring combining European products, national data, and reference-based validation for sustainable land management and soil protection.

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Publication Details

Journal
Sustainability
Published
2026-08-27
DOI
https://doi.org/10.3390/su18178801
Primary Topic
Soil Geostatistics and Mapping
Type
article
Field-Weighted Citation Impact
0.00

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article

Soil Sealing Monitoring for Sustainable Land Management in Estonia: Copernicus, National Data, and Reference-Based Assessment

Tarmo Kall, Natalja Liba, Evelin Jürgenson, Kärt Metsoja
Sustainability
Soil Geostatistics and Mapping
article

Soil Sealing Monitoring for Sustainable Land Management in Estonia: Copernicus, National Data, and Reference-Based Assessment

Tarmo Kall, Natalja Liba, Evelin Jürgenson, Kärt Metsoja
article en

Abstract

Reliable soil sealing monitoring supports sustainable land management by identifying persistent soil degradation and the loss of soil functions. This study evaluated CLC+ Backbone (CLC+ BB), Imperviousness Density (IMD), and an object-based proxy derived from the Estonian Topographic Database (ETD). National estimates were compared across available reference years, and a stratified sample of 1500 orthophoto-interpreted 10 × 10 m units was assessed for 2021. A separate probability-based yard assessment evaluated omissions from the ETD-derived proxy and their sensitivity to the operational surface definition. The datasets yielded markedly different area estimates and temporal patterns: for 2021, direct national estimates ranged from 330.1 km2 for IMD to 715.0 km2 for CLC+ BB, while the broader reference-based estimate was 732.3 km2 (95% CI: 643.6–882.4 km2). Similarity between the CLC+ BB and reference totals concealed both omission and commission errors. Under the broader operational definition, estimated ETD-proxy omission was 2.6% (95% CI: 2.0–3.2%) in private yards and 26.5% (18.9–34.7%) in production yards. Narrowing the definition reduced the estimates by similar proportions in both yard types but produced a much larger absolute reduction in production yards. The results support integrated monitoring combining European products, national data, and reference-based validation for sustainable land management and soil protection.

SustainabilityVol. 18(17)
Estonian University of Life Sciences (EE)
Eesti Teadusagentuur, Eesti Maaülikool
Life in Land
Openalex Percentile: Top 17%
Soil Geostatistics and Mapping
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