Full name:
OpenLandMap
Version:
-
Organization or Author:
EnvirometriX Ltd; Tomislav Hengl
Abstract:
OpenLandMap is an open-source initiative that provides high-resolution global environmental data, including soil, climate, and vegetation characteristics. This collection of 250 m resolution raster datasets provides global soil property maps, offering key insights into soil characteristics across six standard depths (0, 10, 30, 60, 100, and 200 cm). The datasets includes soil texture classes (USDA system), organic carbon content and stock, bulk density, pH, water content at different suctions, coarse fragments, silt, sand and clay fractions. These layers are derived using machine learning models trained on extensive global soil profile databases. Detailed methodologies and additional data products are available through OpenLandMap's repositories. Antarctica is not included.
Service location:
Geographical Coverage:
Global
GIS Data Type:
Raster
Spatial resolution:
250 m (250 x 250 m pixel)
Publication date:
2018-??-??
Reference period-start:
1950-??-??
Reference period-stop
2017-??-??
License:
Key Soil Properties:
USDA Texture, Organic Carbon Content, Soil Organic Carbon Stock, Bulk Density, pH, Water Content, sand, Clay, silt, Coarse Fragments
Soil deph coverage (cm):
Up to 200 cm
Soil Functions:
-
Soil Threats:
-
Citation:
Tomislav Hengl. (2018). Soil texture classes (USDA system) for 6 soil depths (0, 10, 30, 60, 100 and 200 cm) at 250 m (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525817
Tomislav Hengl, & Ichsani Wheeler. (2018). Soil organic carbon content in x 5 g / kg at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525553
Tomislav Hengl, & Ichsani Wheeler. (2018). Soil organic carbon stock in kg/m2 for 5 standard depth intervals (0–10, 10–30, 30–60, 60–100 and 100–200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2536040
Tomislav Hengl. (2018). Soil bulk density (fine earth) 10 x kg / m-cubic at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525665
Tomislav Hengl. (2018). Soil pH in H2O at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525664
Tomislav Hengl, & Surya Gupta. (2019). Soil water content (volumetric %) for 33kPa and 1500kPa suctions predicted at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2784001
Tomislav Hengl. (2018). Sand content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525662
Tomislav Hengl. (2018). Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525663
Tomislav Hengl. (2018). Silt content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525676
Tomislav Hengl. (2018). Coarse fragments % (volumetric) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525682
Tomislav Hengl, & Ichsani Wheeler. (2018). Soil organic carbon content in x 5 g / kg at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525553
Tomislav Hengl, & Ichsani Wheeler. (2018). Soil organic carbon stock in kg/m2 for 5 standard depth intervals (0–10, 10–30, 30–60, 60–100 and 100–200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2536040
Tomislav Hengl. (2018). Soil bulk density (fine earth) 10 x kg / m-cubic at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525665
Tomislav Hengl. (2018). Soil pH in H2O at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525664
Tomislav Hengl, & Surya Gupta. (2019). Soil water content (volumetric %) for 33kPa and 1500kPa suctions predicted at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2784001
Tomislav Hengl. (2018). Sand content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525662
Tomislav Hengl. (2018). Clay content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525663
Tomislav Hengl. (2018). Silt content in % (kg / kg) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525676
Tomislav Hengl. (2018). Coarse fragments % (volumetric) at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution (v0.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.2525682
Soil parameters overview
| Soil Parameter name | Unit of measurement | Description |
|---|---|---|
| sol_texture.class_usda.tt_m_250m_b0..0cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_texture.class_usda.tt_m_250m_b10..10cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_texture.class_usda.tt_m_250m_b30..30cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_texture.class_usda.tt_m_250m_b60..60cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_texture.class_usda.tt_m_250m_b100..100cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_texture.class_usda.tt_m_250m_b200..200cm_1950..2017_v0.2 | - | Textural Class expressed as 1 = Clay, 2 = Silty Clay, 3 = Sandy Clay, 4 = Clay Loam, 5 = Silty Clay Loam, 6 = Sandy Clay Loam, 7 = Loam, 8 = Silty Loam, 9 = Sandy Loam, 10 = Silt, 11 = Loamy Sand, 12 = Sand |
| sol_organic.carbon_usda.6a1c_m_250m_b0..0cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 0 cm below surface at 250m resolution |
| sol_organic.carbon_usda.6a1c_m_250m_b10..10cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 10 cm below surface at 250m resolution |
| sol_organic.carbon_usda.6a1c_m_250m_b30..30cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 30 cm below surface at 250m resolution |
| sol_organic.carbon_usda.6a1c_m_250m_b60..60cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 60 cm below surface at 250m resolution |
| sol_organic.carbon_usda.6a1c_m_250m_b100..100cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 100 cm below surface at 250m resolution |
| sol_organic.carbon_usda.6a1c_m_250m_b200..200cm_1950..2017_v0.2 | g/kg x 5 | Mean predicted soil organic carbon content in g/kg x 5 (to convert to % divide by 2) at 200 cm below surface at 250m resolution |
| sol_organic.carbon.stock_msa.kgm2_m_250m_b0..10cm_1950..2017_v0.2 | kg/m2 | Mean predicted soil organic carbon stock in kg/m2 for 0-10 cm standard depth interval at 250m resolution |
| sol_organic.carbon.stock_msa.kgm2_m_250m_b10..30cm_1950..2017_v0.2 | kg/m2 | Mean predicted soil organic carbon stock in kg/m2 for 10-30 cm standard depth interval at 250m resolution |
| sol_organic.carbon.stock_msa.kgm2_m_250m_b30..60cm_1950..2017_v0.2 | kg/m2 | Mean predicted soil organic carbon stock in kg/m2 for 30-60 cm standard depth interval at 250m resolution |
| sol_organic.carbon.stock_msa.kgm2_m_250m_b60..100cm_1950..2017_v0.2 | kg/m2 | Mean predicted soil organic carbon stock in kg/m2 for 60-100 cm standard depth interval at 250m resolution |
| sol_organic.carbon.stock_msa.kgm2_m_250m_b100..200cm_1950..2017_v0.2 | kg/m2 | Mean predicted soil organic carbon stock in kg/m2 for100-200 cm standard depth interval at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b0..0cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 0 cm below surface at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b10..10cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 10 cm below surface at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b30..30cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 30 cm below surface at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b60..60cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 60 cm below surface at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b100..100cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 100 cm below surface at 250m resolution |
| sol_bulkdens.fineearth_usda.4a1h_m_250m_b200..200cm_1950..2017_v0.2 | kg/m3 x 10 | Mean predicted soil bulk density (fine earth) kg/m3 x 10 at 200 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b0..0cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 0 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b10..10cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 10 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b30..30cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 30 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b60..60cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 60 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b100..100cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 100 cm below surface at 250m resolution |
| sol_ph.h2o_usda.4c1a2a_m_250m_b200..200cm_1950..2017_v0.2 | pH x 10 | Mean predicted soil pH in H2O in x 10 at 200 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b0..0cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 0 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b10..10cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 10 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b30..30cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 30 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b60..60cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 60 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b100..100cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 100 cm below surface at 250m resolution |
| sol_watercontent.1500kPa_usda.3c2a1a_m_250m_b200..200cm_1950..2017_v0.1 | % | Mean predicted soil water content (volumetric) in percent for 33 kPa and 1500 kPa suctions at 200 cm below surface at 250m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b0..0cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 0 cm below surface at 250 m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b10..10cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 10 cm below surface at 250 m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b30..30cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 30 cm below surface at 250 m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b60..60cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 60 cm below surface at 250 m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b100..100cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 100 cm below surface at 250 m resolution |
| sol_sand.wfraction_usda.3a1a1a_m_250m_b200..200cm_1950..2017_v0.2 | % | Mean predicted sand content in % (kg / kg) at 200 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b0..0cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 0 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b10..10cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 10 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b30..30cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 30 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b60..60cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 60 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b100..100cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 100 cm below surface at 250 m resolution |
| sol_clay.wfraction_usda.3a1a1a_m_250m_b200..200cm_1950..2017_v0.2 | % | Mean predicted clay content in % (kg / kg) at 200 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b0..0cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 0 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b10..10cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 10 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b30..30cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 30 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b60..60cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 60 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b100..100cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 100 cm below surface at 250 m resolution |
| sol_silt.wfraction_usda.3a1a1a_m_250m_b200..200cm_1950..2017_v0.2 | % | Mean predicted silt content in % (kg / kg) at 200 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b0..0cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 0 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b10..10cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 10 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b30..30cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 30 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b60..60cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 60 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b100..100cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 100 cm below surface at 250 m resolution |
| sol_coarsefrag.vfraction_usda.3b1_m_250m_b200..200cm_1950..2017_v0.2 | % | Mean predicted coarse fragments volumetric fraction % (volumetric) at 200 cm below surface at 250 m resolution |