Soil Properties and Class 100m Grids United States

Three national U.S. soil point datasets — NCSS Characterization Database, the National Soil Information System (NASIS), and the Rapid Carbon Assessment (RaCA) datasets — were combined with remote sensing images and detailed conventional soil polygon maps, and used to generate complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size in the control section) for the Conterminous U.S. Soil covariate layers included: DEM-based derivatives, long-term MODIS EVI seasonal images, MODIS cloud fractions, and temperature images per month, PRISM climatic datasets of precipitation, temperature, and vapor pressure deficit, and bioclimatic indicators, Landsat (cloud free) NIR, SWIR bands, gamma radiometric images, geological surface classes, land cover classes, globally produced predictions of soil properties (SoilGrids250m), and the SSURGO parent material and drainage maps. The soil property and class models were built within a high-performance computing system using parallelized random forest and gradient boosting algorithms. Predictions were generated at 100 meter spatial resolution for 7 standard soil depths (0, 5, 15, 30, 60, 100 and 200 cm) for soil properties and as probabilities per soil class. Please refer to the README file for information on use and citation.

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V1 published
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
Open Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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map
Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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map
Creators
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  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Deposited May 11, 2017
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Deposited May 11, 2017
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Deposited May 11, 2017
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Creators
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
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  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
Access
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V1 published
Creators
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Deposited May 11, 2017
Access
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V1 published
Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
Access
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map
Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
Creators
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Deposited May 11, 2017
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V1 published
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Deposited May 09, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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Deposited May 11, 2017
Access
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V1 published
Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
Open Access
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Creators
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Deposited May 11, 2017
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Creators
  1. Olendorf, Robert K
Deposited May 11, 2017
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V1 published
Creators
  1. Amanda Ramcharan
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Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
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V1 published
Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
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Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
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V1 published
Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 09, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
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  2. Tomislav Hengle
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Deposited May 09, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
Access
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Creators
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  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
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Creators
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  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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V1 published
Creators
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Deposited May 11, 2017
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Creators
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  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
Creators
  1. Amanda Ramcharan
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Deposited May 11, 2017
Access
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Creators
  1. James Thompson
  2. Skye Wills
  3. Sharon Waltman
Deposited May 11, 2017
Access
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 09, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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  3. Sharon Waltman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 09, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  3. Sharon Waltman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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V1 published
Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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V1 published
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  2. Tomislav Hengle
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Deposited May 09, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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Creators
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Deposited May 11, 2017
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 11, 2017
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Creators
  1. Amanda Ramcharan
  2. Tomislav Hengle
  3. Travis Nauman
Deposited May 09, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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Deposited May 11, 2017
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V1 published
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Deposited May 11, 2017
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Creators
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  2. Tomislav Hengle
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Deposited May 11, 2017
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V1 published
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  2. Tomislav Hengle
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Deposited May 11, 2017
Access
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Creators
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Metadata

Title Soil Properties and Class 100m Grids United States
Creator
  1. Travis Nauman
  2. Amanda Ramcharan
  3. Colby Brungard
  4. James Thompson
  5. Skye Wills
  6. Sharon Waltman
  7. Tomislav Hengl
Keyword
  1. Soil Class
  2. Soil
  3. Soil Properties
  4. Landsat
  5. Soil Characteristics
DOI doi:10.18113/S1KW2H
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Deposited at June 06, 2017

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