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North-America-tillage-potential

Tillage potential modeling across North America (CONUS)

Models are specified by county and then, for convience, mosaiced to the State-level. The data represents the estimated probability (0-1) for each pixel, is in a 32-bit floating-point LZW compressed geotif format with a 30m2 resoultion and a USGS CONUS Albers Equal Area (EPSG:5070) projection.

CRS string: +proj=aea +lat_1=29.5 +lat_2=45.5 +lat_0=23 +lon_0=-96 +x_0=0 +y_0=0 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs

Tillage model result(s) figure

Figure captions a) Current tillage as proportion of county, b) potential tillage as proportion of county, c) potential expansion of tillage in county, residuals of Δ(potential, current) and, d) The county-level global log loss validation statistic (note; no county-level model exceeded our log-loss or Kappa validation thresholds that would indicate that a model should be rejected).

State AWS S3 download

Alabama

Arizona

Arkansas

California

Colorado

Connecticut

Delaware

Florida

Georgia

Idaho

Illinois

Indiana

Iowa

Kansas

Kentucky

Louisiana

Maine

Maryland

Massachusetts

Michigan

Minnesota

Mississippi

Missouri

Montana

Nebraska

Nevada

New Hampshire

New Jersey

New Mexico

New York

North Carolina

North Dakota

Ohio

Oklahoma

Oregon

Pennsylvania

Rhode Island

South Carolina

South Dakota

Tennessee

Texas

Utah

Vermont

Virginia

Washington

West Virginia

Wisconsin

Wyoming

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Tillage potential modeling effort across North America

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