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Yili Yang

Woodwell Climate Research Center

Falmouth, MA 02540

United States

SCHOLARLY PAPERS

5

DOWNLOADS

342

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Burned area mapping across the Arctic-boreal zone with Landsat and Sentinel-2 imagery

Number of pages: 60 Posted: 11 Sep 2025
Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, affiliation not provided to SSRN, VU University Amsterdam, affiliation not provided to SSRN, The Woods Hole Research Center, Northern Arizona University, Northern Arizona University, Northern Arizona University, Woodwell Climate Research Center and Woodwell Climate Research Center
Downloads 90 (742,061)

Abstract:

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wildfire, Remote sensing, Deep learning, Arctic

2.

Burned Area Mapping Across the Arctic-Boreal Zone with Landsat and Sentinel-2 Imagery

Number of pages: 52 Posted: 17 Jun 2025
Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, affiliation not provided to SSRN, VU University Amsterdam, affiliation not provided to SSRN, The Woods Hole Research Center, Northern Arizona University, Northern Arizona University, Northern Arizona University, Woodwell Climate Research Center and Woodwell Climate Research Center
Downloads 77 (823,616)

Abstract:

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Wildfire, Remote Sensing, Deep Learning, Arctic

3.

Mapping Arctic-Boreal Burned Area in North America Using a Convolutional Neural Network with Landsat and Sentinel-2 Imagery

Number of pages: 39 Posted: 23 Apr 2024
Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, VU University Amsterdam, affiliation not provided to SSRN, The Woods Hole Research Center, Northern Arizona University, Northern Arizona University, Northern Arizona University, Woodwell Climate Research Center and Woodwell Climate Research Center
Downloads 73 (867,774)

Abstract:

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wildfire, Remote Sensing, deep learning, boreal, Tundra

4.

Keeping Pace with a Changing Planet: A Human-in-the-Loop Framework for Refining Delineations of Dynamic Earth Features with theSegment Anything Model

Number of pages: 35 Posted: 14 Nov 2025
Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Arizona State University, affiliation not provided to SSRN, affiliation not provided to SSRN, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center and Woodwell Climate Research Center
Downloads 57 (1,000,027)

Abstract:

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Segment Anything Model (SAM), Geospatial AI, Zero-shot Segmentation, Interactive Image Segmentation, Promptable ImageSegmentation, Retrogressive Thaw Slumps, Satellite Image Labelling

5.

Keeping Pace with a Changing Planet: A Human-in-the-Loop Frame work for Refining Delineations of Dynamic Earth Features with the Segment Anything Model

Number of pages: 35 Posted: 24 Nov 2025
Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Arizona State University, affiliation not provided to SSRN, affiliation not provided to SSRN, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center and Woodwell Climate Research Center
Downloads 45 (1,133,231)

Abstract:

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Segment Anything Model (SAM), Geospatial AI, Zero-shot Segmentation, Interactive Image Segmentation, Promptable ImageSegmentation, Retrogressive Thaw Slumps, Satellite Image Labelling