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Addressing Challenges for Mapping Irrigated Fields in Subhumid Temperate Regions by Integrating Remote Sensing and Hydroclimatic Data


Authors: Tianfang Xu · Jillian M Deines · Anthony Kendall · Bruno Basso · David William Hyndman
Owners: David Hyndman · Tianfang Xu
DOI:10.4211/hs.3766845be72d45969fca21530a67bb2d How to Cite
Resource type:Composite Resource
Created:Feb 09, 2019 at 9:58 p.m.
Last updated: Feb 11, 2019 at midnight by Tianfang Xu

Abstract

Preferred citation:
Xu, T., Deines, J., Kendall, A., Basso, B., and Hyndman, DW. 2019. Addressing Challenges for Mapping Irrigated Fields in Subhumid Temperate Regions by Integrating Remote Sensing and Hydroclimatic Data. Remote Sensing.

We developed annual, 30-m resolution maps of irrigated corn and soybeans for southwestern Michigan from 2001 to 2016 using a machine learning method (random forest). Please see Xu et al. 2019 for full details. The rasters are in UINT 8 format, with 0 indicates rainfed, 1 indicates irrigated, and 3 indicates masked (not row crops according to NLCD before 2007 and not corn or soybeans according to CDL since 2007).

Subject Keywords

irrigation mapping,random forest,subhumid region,remote sensing

How to cite

Xu, T., J. M. Deines, A. Kendall, B. Basso, D. W. Hyndman (2019). Addressing Challenges for Mapping Irrigated Fields in Subhumid Temperate Regions by Integrating Remote Sensing and Hydroclimatic Data, HydroShare, https://doi.org/10.4211/hs.3766845be72d45969fca21530a67bb2d

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    Coverage

    Spatial:

     Coordinate System/Geographic Projection:  WGS 84 EPSG:4326
     Coordinate Units:  Decimal degrees
    Place/Area Name: Southwestern Michigan

    North Latitude
    42.7839°
    East Longitude
    -84.6000°
    South Latitude
    41.7595°
    West Longitude
    -86.8279°

    Temporal:

     Start Date:
     End Date:

    Content

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    Authors

    The people or organizations that created the intellectual content of the resource.

    Name Organization Address Phone Author Identifiers
    Tianfang Xu
    Jillian M Deines Michigan State University WA, US 5132907489
    Anthony Kendall Michigan State University
    Bruno Basso Michigan State University
    David William Hyndman Michigan State University Michigan, US 5172823665

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