Articles | Volume 16, issue 10
https://doi.org/10.5194/essd-16-4735-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-16-4735-2024
© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Providing quality-assessed and standardised soil data to support global mapping and modelling (WoSIS snapshot 2023)
ISRIC – World Soil Information, Droevendaalsesteeg 3, 6708 PB Wageningen, the Netherlands
Luis Calisto
ISRIC – World Soil Information, Droevendaalsesteeg 3, 6708 PB Wageningen, the Netherlands
Luis M. de Sousa
ISRIC – World Soil Information, Droevendaalsesteeg 3, 6708 PB Wageningen, the Netherlands
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Total article views: 10,583 (including HTML, PDF, and XML)
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Total article views: 7,471 (including HTML, PDF, and XML)
Thereof 7,373 with geography defined
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Total article views: 3,112 (including HTML, PDF, and XML)
Thereof 3,025 with geography defined
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Cited
39 citations as recorded by crossref.
- Neural network estimation of thermal conductivity across full saturation for various soil types Y. Fu et al.
- Global soil organic and inorganic carbon vulnerability in response to irrigation Q. Tang et al.
- Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955 C. Yang et al.
- Deltaic freshwater scarcity driven by unsustainable groundwater-fed irrigation A. Getirana et al.
- Do we have globally representative data to understand soil processes? A. Malhotra et al.
- Maximizing net ecosystem productivity: integrating chronosequence analysis and ecosystem modeling across contrasting biomes in North America M. Ganjam et al.
- Mapping soil total carbon using multisource remote sensing at the continental scale T. Zhou et al.
- OpenLandMap-soildb: global soil information at 30 m spatial resolution for 2000–2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations T. Hengl et al.
- Ecological Characteristics of Dwarf Birch Populations in Wetlands and Tundra in the Urals S. Medvedeva et al.
- Збереження ґрунтових даних в Україні: досягнення та перспективи О. Бігун
- Improving the prediction accuracy of soil organic matter: Addressing the challenge of soil moisture variability D. Luo et al.
- Ecological Vulnerability of Lands of Western Kazakhstan: Analysis Based on MEDALUS Model and Remote Sensing R. Salmurzauly et al.
- Benchmarking Hierarchical and Spectral Clustering for Geochemical Baseline and Anomaly Detection in Hyper-Arid Soils of Northern Chile G. Ananganó-Alvarado et al.
- Increased plant productivity exacerbates subsoil carbon losses under warming via nitrogen mining M. Wang et al.
- Explainable data-driven spatial predictions of soil organic carbon at the national level A. Suleymanov et al.
- Assessment of the Accuracy of ISRIC and ESDAC Soil Texture Data Compared to the Soil Map of Greece: A Statistical and Spatial Approach to Identify Sources of Differences S. Gerontidis et al.
- A novel potential outlier recognition approach considering local heterogeneity enhancement to improve the quality of soil datasets Y. Wang et al.
- Pruned hierarchical Random Forest framework for digital soil mapping: Evaluation using NEON soil properties C. Xu et al.
- Much Larger Whole‐Profile Soil Organic Carbon Stocks on the Qinghai‐Tibet Plateau Than Previously Reported J. Mao et al.
- Optimization of manure recycling and fertilizer use to meet crop nutrient demands and reduce nutrient losses, a case study in Quzhou, China W. Sun et al.
- Expansion of greenhouses alters water use and underscores the need to balance food and water security in Mediterranean catchments D. la Cecilia et al.
- Developing a Spatial Soil Database with Environmental Variables: Experience of the Republic of Bashkortostan A. Suleymanov
- A leucine‐rich‐repeat receptor‐like kinase SERL1 phosphorylates and stabilizes OsALDH2B1 to promote alkaline tolerance and grain size in rice Z. Ma et al.
- Whole‐Profile Soil Carbon Responses to Concurrent Warming and Precipitation Changes Across Global Biomes M. Wang et al.
- A European soil organic carbon monitoring system leveraging Sentinel 2 imagery and the LUCAS soil data base B. van Wesemael et al.
- Space-Time Variability of Maximum Daily Rainfall in Piura River Basin in Peru Related to El Niño Occurrence M. Farias de Reyes et al.
- Regional-scale soil carbon predictions can be enhanced by transferring global-scale soil–environment relationships L. Zhang et al.
- VegVault dataset: linking global paleo-, and neo-vegetation data with functional traits and abiotic drivers O. Mottl et al.
- Representing soil landscapes from digital soil mapping products – helping the map to speak for itself D. Rossiter & L. Poggio
- An Observations Framework for data interoperability: Enabling descriptive regional data for soil and land management in the Australian context M. Wong et al.
- Integration of crop modeling and sensing into molecular breeding for nutritional quality and stress tolerance J. Berlingeri et al.
- A framework for gridded estimates of ammonia emissions from agriculture in South Asia S. Tomlinson et al.
- Detecting change in belowground carbon stocks: Statistical feasibility and future opportunities from loblolly pine forests C. Vickery et al.
- A long-term global Mollisols SOC content prediction framework: Integrating prior knowledge, geographical partitioning, and deep learning models with spatio-temporal validation X. Meng et al.
- GloSIS: The Global Soil Information System Web Ontology R. Palma et al.
- Analysis of Land Value Zones in the Determination of Tax NJOP in Indonesia R. Marhendra & S. Aminah
- Extensive Decline of Soil Nitrogen and Its Drivers in the Lake Victoria Basin of Tropical Africa (1996–2015) S. Sun & S. Chen
- A comprehensive China topsoil dataset of high-resolution microstructure, topographical characteristics and physical properties X. Li et al.
- Can Digital Soil Mapping Be Causal? L. Zhang & A. Wadoux
39 citations as recorded by crossref.
- Neural network estimation of thermal conductivity across full saturation for various soil types Y. Fu et al.
- Global soil organic and inorganic carbon vulnerability in response to irrigation Q. Tang et al.
- Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955 C. Yang et al.
- Deltaic freshwater scarcity driven by unsustainable groundwater-fed irrigation A. Getirana et al.
- Do we have globally representative data to understand soil processes? A. Malhotra et al.
- Maximizing net ecosystem productivity: integrating chronosequence analysis and ecosystem modeling across contrasting biomes in North America M. Ganjam et al.
- Mapping soil total carbon using multisource remote sensing at the continental scale T. Zhou et al.
- OpenLandMap-soildb: global soil information at 30 m spatial resolution for 2000–2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations T. Hengl et al.
- Ecological Characteristics of Dwarf Birch Populations in Wetlands and Tundra in the Urals S. Medvedeva et al.
- Збереження ґрунтових даних в Україні: досягнення та перспективи О. Бігун
- Improving the prediction accuracy of soil organic matter: Addressing the challenge of soil moisture variability D. Luo et al.
- Ecological Vulnerability of Lands of Western Kazakhstan: Analysis Based on MEDALUS Model and Remote Sensing R. Salmurzauly et al.
- Benchmarking Hierarchical and Spectral Clustering for Geochemical Baseline and Anomaly Detection in Hyper-Arid Soils of Northern Chile G. Ananganó-Alvarado et al.
- Increased plant productivity exacerbates subsoil carbon losses under warming via nitrogen mining M. Wang et al.
- Explainable data-driven spatial predictions of soil organic carbon at the national level A. Suleymanov et al.
- Assessment of the Accuracy of ISRIC and ESDAC Soil Texture Data Compared to the Soil Map of Greece: A Statistical and Spatial Approach to Identify Sources of Differences S. Gerontidis et al.
- A novel potential outlier recognition approach considering local heterogeneity enhancement to improve the quality of soil datasets Y. Wang et al.
- Pruned hierarchical Random Forest framework for digital soil mapping: Evaluation using NEON soil properties C. Xu et al.
- Much Larger Whole‐Profile Soil Organic Carbon Stocks on the Qinghai‐Tibet Plateau Than Previously Reported J. Mao et al.
- Optimization of manure recycling and fertilizer use to meet crop nutrient demands and reduce nutrient losses, a case study in Quzhou, China W. Sun et al.
- Expansion of greenhouses alters water use and underscores the need to balance food and water security in Mediterranean catchments D. la Cecilia et al.
- Developing a Spatial Soil Database with Environmental Variables: Experience of the Republic of Bashkortostan A. Suleymanov
- A leucine‐rich‐repeat receptor‐like kinase SERL1 phosphorylates and stabilizes OsALDH2B1 to promote alkaline tolerance and grain size in rice Z. Ma et al.
- Whole‐Profile Soil Carbon Responses to Concurrent Warming and Precipitation Changes Across Global Biomes M. Wang et al.
- A European soil organic carbon monitoring system leveraging Sentinel 2 imagery and the LUCAS soil data base B. van Wesemael et al.
- Space-Time Variability of Maximum Daily Rainfall in Piura River Basin in Peru Related to El Niño Occurrence M. Farias de Reyes et al.
- Regional-scale soil carbon predictions can be enhanced by transferring global-scale soil–environment relationships L. Zhang et al.
- VegVault dataset: linking global paleo-, and neo-vegetation data with functional traits and abiotic drivers O. Mottl et al.
- Representing soil landscapes from digital soil mapping products – helping the map to speak for itself D. Rossiter & L. Poggio
- An Observations Framework for data interoperability: Enabling descriptive regional data for soil and land management in the Australian context M. Wong et al.
- Integration of crop modeling and sensing into molecular breeding for nutritional quality and stress tolerance J. Berlingeri et al.
- A framework for gridded estimates of ammonia emissions from agriculture in South Asia S. Tomlinson et al.
- Detecting change in belowground carbon stocks: Statistical feasibility and future opportunities from loblolly pine forests C. Vickery et al.
- A long-term global Mollisols SOC content prediction framework: Integrating prior knowledge, geographical partitioning, and deep learning models with spatio-temporal validation X. Meng et al.
- GloSIS: The Global Soil Information System Web Ontology R. Palma et al.
- Analysis of Land Value Zones in the Determination of Tax NJOP in Indonesia R. Marhendra & S. Aminah
- Extensive Decline of Soil Nitrogen and Its Drivers in the Lake Victoria Basin of Tropical Africa (1996–2015) S. Sun & S. Chen
- A comprehensive China topsoil dataset of high-resolution microstructure, topographical characteristics and physical properties X. Li et al.
- Can Digital Soil Mapping Be Causal? L. Zhang & A. Wadoux
Saved (final revised paper)
Discussed (final revised paper)
Latest update: 02 May 2026
Short summary
Soils are an important provider of ecosystem services. This dataset provides quality-assessed and standardised soil data to support digital soil mapping and environmental applications at a broad scale. The underpinning soil profiles were shared by a wide range of data providers. Special attention was paid to the standardisation of soil property definitions, analytical method descriptions and property values. We present three measures to assess "fitness for intended use" of the standardised data.
Soils are an important provider of ecosystem services. This dataset provides quality-assessed...
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