Articles | Volume 9, issue 1
https://doi.org/10.5194/essd-9-1-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/essd-9-1-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
WoSIS: providing standardised soil profile data for the world
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
Eloi Ribeiro
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
Ad van Oostrum
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
Johan Leenaars
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
Tom Hengl
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
Jorge Mendes de Jesus
ISRIC – World Soil Information, Wageningen, 6708 PB, the
Netherlands
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- Spatial modeling of the ecological niche of Pinus greggii Engelm. (Pinaceae): a species conservation proposal in Mexico under climatic change scenarios A. Martínez-Sifuentes et al. 10.3832/ifor3491-013
- Challenges and opportunities for biogeography—What can we still learn from von Humboldt? F. Schrodt et al. 10.1111/jbi.13616
- Validating the regional estimates of changes in soil organic carbon by using the data from paired-sites: the case study of Mediterranean arable lands C. Schillaci et al. 10.1186/s13021-021-00182-7
- Prediction of Soil Field Capacity and Permanent Wilting Point Using Accessible Parameters by Machine Learning L. Liu & X. Ma 10.3390/agriengineering6030151
- Challenges in the Geo-Processing of Big Soil Spatial Data L. Liakos & P. Panagos 10.3390/land11122287
- Soil carbon stocks across tropical forests of Panama regulated by base cation effects on fine roots D. Cusack et al. 10.1007/s10533-017-0416-8
- Providing quality-assessed and standardised soil data to support global mapping and modelling (WoSIS snapshot 2023) N. Batjes et al. 10.5194/essd-16-4735-2024
- National soil organic carbon estimates can improve global estimates U. Vitharana et al. 10.1016/j.geoderma.2018.09.005
- Improving the Latin America and Caribbean Soil Information System (SISLAC) database enhances its usability and scalability S. Díaz-Guadarrama et al. 10.5194/essd-16-1229-2024
- Nitrogen functional profiles of microbiomes in diverse agricultural and forest soils and its driver at continental scale in China Y. Zhao et al. 10.1016/j.ecolind.2024.112087
- Remote sensing of the Earth's soil color in space and time R. Rizzo et al. 10.1016/j.rse.2023.113845
- Predicting Climate Change Impacts on Candelilla (Euphorbia antisyphilitica Zucc.) for Mexico: An Approach for Mexico’s Primary Harvest Area A. Martínez-Sifuentes et al. 10.3390/su15107737
- Organic carbon storage potential of cropland topsoils in East China: Indispensable roles of cropping systems and soil managements W. Ma et al. 10.1016/j.still.2021.105052
- Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations C. Sothe et al. 10.1016/j.geoderma.2021.115402
- Multiple factors drive imbalance in the global microbial assemblage in soil Y. Hao et al. 10.1016/j.scitotenv.2022.154920
- Machine learning approaches for the prediction of soil aggregate stability Y. Bouslihim et al. 10.1016/j.heliyon.2021.e06480
- DSOLMap, a novel high-resolution global digital soil property map for the SWAT + model: Development and hydrological evaluation A. López-Ballesteros et al. 10.1016/j.catena.2023.107339
- Legacy data-based national-scale digital mapping of key soil properties in India N. Reddy et al. 10.1016/j.geoderma.2020.114684
- Dominance and rarity in tree communities across the globe: Patterns, predictors and threats I. Hordijk et al. 10.1111/geb.13889
- Predicting long-term dynamics of soil salinity and sodicity on a global scale A. Hassani et al. 10.1073/pnas.2013771117
- A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique H. Zhao et al. 10.1109/JSTARS.2024.3455549
- Horizontal and vertical variation of soil clay content and its controlling factors in China X. Zhang et al. 10.1016/j.scitotenv.2022.161141
- Soil Organic Carbon Across Mexico and the Conterminous United States (1991–2010) M. Guevara et al. 10.1029/2019GB006219
- Modelado actual y futuro de la idoneidad de hábitat el ahuehuete ( Taxodium mucronatum Ten.): una propuesta para conservación en México A. Martínez-Sifuentes et al. 10.17129/botsci.2772
- Evaluation, source apportionment and health risk assessment of heavy metal and polycyclic aromatic hydrocarbons in soil and vegetable of Ahvaz metropolis S. Bahrami et al. 10.1080/10807039.2019.1692300
- Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States F. Tao et al. 10.3389/fdata.2020.00017
- Impact of spatial variability in hydraulic parameters on plume migration within unsaturated surficial formations L. Pannecoucke et al. 10.1016/j.jhydrol.2019.04.016
- Soil Vertical Distribution of Organic Carbon and Sequestration Potential in Ponte de Lima (Alto Minho Region, Northern Portugal) C. Rodrigues et al. 10.1080/00103624.2024.2380490
- A biophysical model to simulate seasonal variations of soil respiration in agroecosystems in China S. Chen et al. 10.1016/j.agrformet.2023.109524
- Estimation of saturated hydraulic conductivity with pedotransfer functions: A review Y. Zhang & M. Schaap 10.1016/j.jhydrol.2019.05.058
- Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks O. Odebiri et al. 10.1016/j.scitotenv.2022.161150
- Soil carbon stocks and dynamics of different land uses in Italy using the LUCAS soil database M. Khan & T. Chiti 10.1016/j.jenvman.2022.114452
- Improved Wetland Soil Organic Carbon Stocks of the Conterminous U.S. Through Data Harmonization B. Uhran et al. 10.3389/fsoil.2021.706701
- Machine learning for digital soil mapping: Applications, challenges and suggested solutions A. Wadoux et al. 10.1016/j.earscirev.2020.103359
- Global soil organic carbon–climate interactions: Why scales matter H. Jungkunst et al. 10.1002/wcc.780
- Global patterns of leaf construction traits and their covariation along climate and soil environmental gradients K. Xing et al. 10.1111/nph.17686
- Climate indices as predictors of global soil organic carbon stocks Q. Zhang et al. 10.1080/04353676.2024.2335000
- The INFOSOLO database as a first step towards the development of a soil information system in Portugal T. Ramos et al. 10.1016/j.catena.2017.07.020
- The experience of creating and using seven soil databases in the Soil-Geoeocophysics Laboratory T. Laktionova 10.31073/acss87-10
- Spatial phylogenetics of Fagales: Investigating drivers of temperate forest distributions R. Folk et al. 10.1111/jbi.14840
- Optimizing multi-environment trials in the Southern US Rice belt via smart-climate-soil prediction-based models and economic importance M. Prado et al. 10.3389/fpls.2024.1458701
- Phylogenetic diversity and regionalization in the temperate arid zone R. Folk et al. 10.1111/jse.13077
- Using digital soil maps to infer edaphic affinities of plant species in Amazonia: Problems and prospects G. Moulatlet et al. 10.1002/ece3.3242
- Assessing synergies between soil research in the Republic of Ireland and European Union policies H. Binner et al. 10.1016/j.envc.2024.100881
- Digital soil mapping across the globe D. Arrouays et al. 10.1016/j.geodrs.2017.03.002
- Multiple soil map comparison highlights challenges for predicting topsoil organic carbon concentration at national scale C. Feeney et al. 10.1038/s41598-022-05476-5
- Soil legacy data rescue via GlobalSoilMap and other international and national initiatives D. Arrouays et al. 10.1016/j.grj.2017.06.001
- Biochar addition reduces salinity in salt-affected soils with no impact on soil pH: A meta-analysis X. Wang et al. 10.1016/j.geoderma.2024.116845
- Design and functional features of the world leading soil databases. Analytical review T. Laktionova et al. 10.31073/acss89-01
- Evenness mediates the global relationship between forest productivity and richness I. Hordijk et al. 10.1111/1365-2745.14098
- Global stocks and capacity of mineral-associated soil organic carbon K. Georgiou et al. 10.1038/s41467-022-31540-9
- Soil carbon debt of 12,000 years of human land use J. Sanderman et al. 10.1073/pnas.1706103114
- Guatemala soil organic carbon database (GTMSOC) A. Vásquez et al. 10.1111/ejss.13450
- A comparison between three legacy soil maps of Zambia at national scale: The spatial patterns of legend units and their relation to soil properties I. Mukumbuta et al. 10.1016/j.geoderma.2021.115193
- Desertification–Scientific Versus Political Realities G. Sterk & J. Stoorvogel 10.3390/land9050156
- Predicting the risk of invasion by broadleaf watermilfoil (Myriophyllum heterophyllum) in mainland Portugal I. Diogo et al. 10.1016/j.heliyon.2024.e34201
- Retrieval of Land Surface Emissivities Over Partially Vegetated Surfaces From Satellite Data Using Radiative Transfer Models L. Perez-Planells et al. 10.1109/TGRS.2022.3224639
- Recent impacts of water management on dryland’s salinization and degradation neutralization H. Shi et al. 10.1016/j.scib.2023.11.012
4 citations as recorded by crossref.
- Balancing Non‐CO2 GHG Emissions and Soil Carbon Change in U.S. Rice Paddies: A Retrospective Meta‐Analysis and Agricultural Modeling Study J. Zhang et al. 10.1029/2023AV001052
- Projections of Future Land Use in Bangladesh under the Background of Baseline, Ecological Protection and Economic Development S. Hasan et al. 10.3390/su9040505
- A comparison between three legacy soil maps of Zambia at national scale: The spatial patterns of legend units and their relation to soil properties I. Mukumbuta et al. 10.1016/j.geoderma.2021.115193
- Estimates of carbon storage in grassland ecosystems on the Loess Plateau Y. Wang et al. 10.1016/j.catena.2018.01.007
Discussed (final revised paper)
Discussed (final revised paper)
Latest update: 14 Dec 2024
Short summary
Soil is an important provider of ecosystem services. Yet this natural resource is being threatened. Professionals, scientists, and decision makers require quality-assessed soil data to address issues such as food security, land degradation, and climate change. Procedures for safeguarding, standardising, and subsequently serving of consistent soil data to underpin broad-scale mapping and modelling are described. The data are freely accessible at doi:10.17027/isric-wdcsoils.20160003.
Soil is an important provider of ecosystem services. Yet this natural resource is being...
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