Datasets
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Extractable Boron N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Extractable Boron (mg/kg): Essential micronutrient that regulates the metabolism of carbohydrates in plants. It’s critical for new growth and assists in pollination, fertilization and more. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
CEC N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Cation Exchange Capacity (Cmol/kg): It is a is a measure of the soil’s ability to hold positively charged ions. It is a very important soil property influencing soil structure stability, nutrient availability, soil pH and the soil’s reaction to fertilisers and other ameliorants. The data generated by MoA-ATI (EthioSIS Project) using thousands...Created October 24, 2024 • Updated November 5, 2026 -
Calcium Saturation N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Calcium Saturation (%): Secondary macronutrient that aids in the growth and development of cell walls. It’s also helpful in cell metabolism and the uptake of nitrate. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
Extractable Copper N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Extractable Copper (mg/kg): Essential micronutrient that activates enzymes in plants. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
Extractable Iron N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Extractable Iron (mg/kg): Essential micronutrient that required for formation of chlorophyll in plants. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
Magnesium Saturation N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Magnesium Saturation (%): Secondary macronutrient that contributes to the green coloration of the plants. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
Total Nitrogen N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Total Nitrogen (%): Primary macronutrient that helps foliage to grow strong, affects the plant’s leaf development. It also gives plants their green color due to its assistance with chlorophyll production. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning...Created October 24, 2024 • Updated November 5, 2026 -
Exchangeable Potassium N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Exchangeable Potassium (mg/kg): Primary macronutrient that strengthens plants, helps contribute to early growth and assists the plants in retaining water. It also keeps the plants from contracting diseases and insects. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine...Created October 24, 2024 • Updated November 5, 2026 -
Available Sulfur N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Available Sulfur (mg/kg): Secondary macronutrient that helps form and grow seeds. It also aids in the production of amino acids, proteins, enzymes and vitamins. The data generated by MoA-ATI (EthioSIS Project) using thousands of field-lab data and satellite data (Covariates) as an input in machine learning models.Created October 24, 2024 • Updated November 5, 2026 -
ethiopian-lulc_2003_final N3 | TTL | RDF/XML | JSON-LD
Ethiopian Institute of Agricultural Research (EIAR)This is national land cover for 2003 Ethiopian calendar.Created October 23, 2025 • Updated October 8, 2026 -
WoSIS latest - Electrical conductivity - ratio 1:2.5 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Ability of a 1:2.5 soil water extract to conduct electrical current (dS/m). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - retention N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Retention measured according to the New Zealand method (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created November 25, 2023 • Updated September 17, 2026 -
SoilGrids250m 2.0 - Volumetric Water Content at 1500kPa aggregated 5000m N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Volumetric Water Content at 1500kPa suction in 10-3 cm3cm-3 (0.1 v% or 1 mm/m) at 6 standard depths. Predictions were derived using a digital soil mapping approach based on Quantile Random Forest, drawing on a global compilation of soil profile data and environmental layers. This map is the result of resampling the mean SoilGrids 250 m predictions (Turek...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - water soluble N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Measured in 1:x soil:water solution (mainly determines P in dissolved forms) (mg/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
Harmonized World Soil Database (HWSD) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil information, from the global to the local scale, has often been the one missing biophysical information layer, the absence of which has added to the uncertainties of predicting potentials and constraints for food and fiber production. The lack of reliable and harmonized soil data has considerably hampered land degradation assessments, environmental...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention volumetric - 1500 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by volume, at tension 1500 kPa (pF 4.2) (cm³/100cm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
SoilGrids250m 2.0 - Volumetric Water Content at 1500kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Volumetric Water Content at 1500kPa suction in 10-3 cm3cm-3 (0.1 v% or 1 mm/m) at 6 standard depths. Predictions were derived using a digital soil mapping approach based on Quantile Random Forest, drawing on a global compilation of soil profile data and environmental layers.Created October 25, 2023 • Updated September 17, 2026 -
Global distribution of soil phosphorus retention potential N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Limited availability of P in soils to crops may be due to deficiency and/or severe P retention. Earlier studies that drew on large soil profile databases have indicated that it is not (yet) feasible to present meaningful values for “plant-available” soil P, obtained according to comparable analytical methods, that may be linked to soil geographical...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention gravimetric - 100 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by weight, at tension 100 kPa (pF 3.0) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention volumetric - 10 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by volume, at tension 10 kPa (pF 2.0) (cm³/100cm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
International Soil Carbon Network (ISCN) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)The International Soil Carbon Network (ISCN) is a science-based network that facilitates data sharing, assembles databases, identifies gaps in data coverage, and enables spatially explicit assessments of soil carbon in context of landscape, climate, land use, and biotic variables.Created October 25, 2023 • Updated September 17, 2026 -
SoilGrids250m 2.0 - Coarse fragments volumetric aggregated 1000m N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Coarse fragments volumetric in cm3/dm3 (vol‰) at 6 standard depths. Predictions were derived using a digital soil mapping approach based on Quantile Random Forest, drawing on a global compilation of soil profile data and environmental layers. This map is the result of resampling the mean SoilGrids 250 m predictions (Poggio et al. 2021) for each 1000 m cell.Created October 25, 2023 • Updated September 17, 2026 -
WISE derived soil properties on a 5 by 5 arc-minutes global grid, version 1.2 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Version 1.2 of describes a harmonized dataset of derived soil properties for the world. It was created using the soil distribution shown on the 1:5 million scale FAO-Unesco Soil Map of the World (DSMW), rasterised at 5 by 5 arcminutes, and soil property estimates derived from the ISRIC-WISE soil profile database, version 3.1. The dataset considers 19 soil...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention gravimetric - 1500 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by weight, at tension 1500 kPa (pF 4.2) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WISE derived soil properties on a 30 by 30 arc-seconds global grid (WISE30sec) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)This harmonized dataset of derived soil properties for the world (WISE30sec) is comprised of a soil-geographical and a soil attribute component. The GIS dataset was created using the soil map unit delineations of the broad scale Harmonised World Soil Database, version 1.21, with minor corrections, overlaid by a climate zones map (Köppen-Geiger) as...Created October 25, 2023 • Updated September 17, 2026 -
WISE derived soil properties on a 0.5 by 0.5 degree global grid, version 3.0 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)This harmonized, gridded global data set of soil parameter estimates includes files listing: (1) soil parameter estimates for the component soil units of each terrestrial grid cell, in un-binned format, and (2) soil parameter estimates aggregated or binned into a number of predefined classes. The spatial data, with a resolution of ½ by ½ degree, was...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Bulk density fine earth - air dry N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Bulk density of the fine earth fraction*, air dried (kg/dm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention gravimetric - 500 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by weight, at tension 500 kPa (pF 3.7) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - pH KCl N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)A measure of the acidity or alkalinity in soils, defined as the negative logarithm (base 10) of the activity of hydronium ions (H+) in a KCl solution, as specified in the analytical method descriptions. WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention volumetric - 33 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by volume, at tension 33 kPa (pF 2.5) (cm³/100cm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - Bray I N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Measured according to the Bray-I method, a combination of HCl and NH4 F to remove easily acid soluble P forms, largely Al- and Fe-phosphates (for acid soils) (mg/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Bulk density whole soil - 33 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Bulk density of the whole soil including coarse fragments, equilibrated at 33 kPa (kg/dm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - Mehlich 3 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Measured according to the Mehlich-3 extractant, a combination of acids (acetic [HOAc] and nitric [HNO3]), salts (ammonium fluoride [NH4F] and ammonium nitrate [NH4 NO3]), and the chelating agent ethylenediaminetetraacetic acid (EDTA); considered suitable for removing P and other elements in acid and neutral soils (mg/kg). WoSIS_latest is a 'dynamic...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Sand total N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Larger than Y mm fraction of the fine earth fraction; Y as specified in the analytical method description (e.g. Y = 0.05 mm to 2 mm) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Electrical conductivity - ratio 1:5 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Ability of a 1:5 soil water extract to conduct electrical current (dS/m). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Total carbon (C) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Gravimetric content of organic carbon and inorganic carbon in the fine earth fraction* (g/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention gravimetric - 33 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by weight, at tension 33 kPa (pF 2.5) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
Soil and Terrain Database (SOTER) for Cuba N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)The Soil and Terrain database for Cuba primary data (version 1.0), at scale 1:1 million (SOTER_Cuba), was compiled of enhanced soil informtion within the framework of the FAO's program Land Degradation Assessment in Drylands (LADA). Primary soil and terrain data for Cuba were obtained from the SOTERLAC database (ver. 2) at scale 1:5 million. This update...Created October 25, 2023 • Updated September 17, 2026 -
Global mangrove soil carbon: dataset and spatial maps N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Model outputs were updated on Dec 20, 2017. This project used a machine learning data-driven model to predict the distribution of soil carbon under mangrove forests globally. Specifically this dataset contains: 1) a compilation of georeferenced and harmonized soil profile data under mangroves compiled from literature, reports and unpublished contributions...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Coarse fragments gravimetric total N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Gravimetric content of coarse fragments* in the whole soil (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
Global Assessment of Human-induced Soil Degradation (GLASOD) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)The GLASOD project (1987-1990), carried out for UNEP, has produced a world map of human-induced soil degradation. Data were compiled in cooperation with a large number of soil scientists throughout the world, using uniform Guidelines and international correlation. The status of soil degradation was mapped within loosely defined physiographic units...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - pH CaCl2 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)A measure of the acidity or alkalinity in soils, defined as the negative logarithm (base 10) of the activity of hydronium ions (H+) in a CaCl2 solution, as specified in the analytical method descriptions. WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Total nitrogen (N) N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)The sum of total Kjeldahl nitrogen (ammonia, organic and reduced nitrogen) and nitrate-nitrite (g/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Electrical conductivity - saturated paste N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Ability of a water saturated soil paste to conduct electrical current (ECe) (dS/m). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - total N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Determined with a very strong acid (aqua regia and sulfuric acid/nitric acid) (mg/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
Global Soil Salinity Map N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)This dataset includes global soil salinity layers for the years 1986, 1992, 2000, 2002, 2005, 2009 and 2016. The maps were generated with a random forest classifier that was trained using seven soil properties maps, thermal infrared imagery and the ECe point data from the WoSIS database. The validation accuracy of the resulting maps was in the range of...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Phosphorus (P) - Olsen N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Measured according to the P-Olsen method: 0.5 M sodium bicarbonate (NaHCO3) solution at a pH of 8.5 to extract P from calcareous, alkaline, and neutral soils (mg/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Water retention gravimetric - 200 kPa N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Soil moisture content by weight, at tension 200 kPa (pF 3.3) (g/100g). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Cation exchange capacity - buffered at pH7 N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Capacity of the fine earth fraction* to hold exchangeable cations, estimated by buffering the soil at 'pH7' (cmol(c)/kg). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data...Created October 25, 2023 • Updated September 17, 2026 -
WoSIS latest - Bulk density fine earth - field moist N3 | TTL | RDF/XML | JSON-LD
FDRE - Ministry of Agriculture (MoA)Bulk density of the fine earth fraction*, field moist (kg/dm³). WoSIS_latest is a 'dynamic dataset' that contains the most recent complement of quality-assessed and standardised soil data served from WoSIS (ISRIC World Soil Information Service). The source data were shared by a wide range of data providers (see:...Created October 25, 2023 • Updated September 17, 2026