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William Lidberg

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

288

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Uncertainty Quantification for Lidar-Based Maps of Ditches and Natural Streams

Number of pages: 17 Posted: 07 Jan 2025
Jönköping University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 79 (816,709)

Abstract:

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semantic segmentation, Uncertainty quantification, Monte Carlo dropout, Conformal prediction, small-scale hydrology, LiDAR

2.
Downloads 68 (899,324)

Abstract:

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Machine learning, LIDAR, culvert, als, stream network, UNet

3.

Ditches Show Systematic Impacts on Soil and Vegetation Properties Across the Swedish Forest Landscape

Number of pages: 27 Posted: 09 Nov 2023
affiliation not provided to SSRN, Central Michigan University, affiliation not provided to SSRN, Swedish University of Agricultural Sciences (SLU) and affiliation not provided to SSRN
Downloads 50 (1,074,648)

Abstract:

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Ditches, peat soils, mineral soils, biogeochemistry, tree productivity, species cover

4.

Evaluating Machine Learning Methods for Predicting Surface Deposits Across Physiographic Regions in Sweden

Number of pages: 40 Posted: 23 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Jönköping University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,121,190)

Abstract:

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Digital Soil mapping, Quaternary Surface Deposits, Machine Learning, Airborne Laser Scanning, Extreme Gradient Boosting

5.

Climatic Controls on the Dynamic Lateral Expansion of Circum-Arctic Peatlands and its Potential Implication for the 'Anomalous' Atmospheric Ch4 Rise Since the Mid-Holocene

Number of pages: 38 Posted: 14 Sep 2023
affiliation not provided to SSRN, KWR Water Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang Normal University, University of Aberdeen, Institut de Ciències del Mar (ICM) and Swedish University of Agricultural Sciences (SLU)
Downloads 45 (1,121,190)

Abstract:

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methane, Holocene, Peatland, Lateral Expansion, Climate control