Locally Enhanced Digital Soil Map (LE-DSM) Soil Organic Matter and Particle Size Fractions 10-m Resolution Maps for North Central Iowa.
The locally enhanced digital soil map (LE-DSM) dataset contains total of 48 maps of soil particle size fractions (psf) (sand, silt, and clay), texture classes, and organic matter (OM) content predicted by digital soil mapping methods and machine learning at 6 depth intervals of 0-5 cm, 5-15 cm, 15-30 cm, 30-60 cm, 60-100 cm, and 100-200 cm. The maps encompass 39 counties in north-central Iowa with a native resolution of 10 meters in the World Geodetic System 1984 Datum (WGS84) Universal Transverse Mercator (UTM) 15 North coordinate system. For soil particle size fractions (sand, silt, and clay), the original predictions were normalized to equal 100% and mapped. The normalized fractions were used to classify and map United States Department of Agriculture soil texture classes. The 48 maps are GeoTiffs, with the main file in TIF and other associated files such as XML, OVR, and TFW.
Change Log: a prior version of this data set used the acronym "BUDSS" instead of "LE-DSM" and various typos have been corrected. Revised 2024-01
Funding
Iowa Water Center (United States Geological Survey grant [015130-00016])
USDA Hatch Project [IOW05614]
History
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Categories
- Agricultural land management
- Agricultural production systems simulation
- Agricultural spatial analysis and modelling
- Agricultural land planning
- Agronomy
- Agro-ecosystem function and prediction
- Crop and pasture production not elsewhere classified
- Forestry management and environment
- Horticultural production not elsewhere classified
- Earth and space science informatics
- Computational modelling and simulation in earth sciences
- Climate change science not elsewhere classified
- Ecohydrology
- Surface water hydrology
- Quaternary environments
- Geomorphology and earth surface processes
- Carbon sequestration science
- Ecosystem services (incl. pollination)
- Ecosystem function
- Landscape ecology
- Conservation and biodiversity
- Environmental assessment and monitoring
- Natural resource management
- Environmental biogeochemistry
- Land capability and soil productivity
- Pedology and pedometrics
- Soil chemistry and soil carbon sequestration (excl. carbon sequestration science)