Concepedia

Regression-based Basal Area Estimation

Regression-Based Basal Area Estimation is a statistical modeling approach within remote sensing-based forest inventory that employs regression techniques to predict basal area from ancillary variables, distinguishing itself by leveraging empirical relationships between field-measured basal area and predictor variables derived from remote sensing data.

34

Publications

2.3K

Citations

93

Authors

46

Institutions

Publications per year

2017–2026

3

Parents

Publications

34

A Basal Area Increment Model for Individual Conifers in the Northern Rocky Mountains

William R. Wykoff · Forest Science · 1990 · 387 citations · Full text

, , +17

Predicting tree species presence and basal area in Utah: A comparison of stochastic gradient boosting, generalized additive models, and tree-based methods

Gretchen G. Moisen, Jock A. Blackard, Tracey S. Frescino et al. · Ecological Modelling · 2006 · 280 citations

, , +16

Application of two regression-based methods to estimate the effects of partial harvest on forest structure using Landsat data

Sean P. Healey, Zhiqiang Yang, Warren B. Cohen et al. · Remote Sensing of Environment · 2006 · 139 citations

, , +13

Prediction and validation of foliage projective cover from Landsat-5 TM and Landsat-7 ETM+ imagery

John Armston · Journal of Applied Remote Sensing · 2009 · 135 citations

, , +17

Methods based on <i>k</i>-nearest neighbor regression in the prediction of basal area diameter distribution

Matti Maltamo, Annika Kangas · Canadian Journal of Forest Research · 1998 · 132 citations

, , +14

1–5 of 34

Authors

93

  1. MM
    Matti Maltamo

    University of Eastern Finland, Finland

    4 publications · 185 citations

    4

    h-index

  2. TC
    Thomas C. Edwards

    Utah State University, United States

    1 publications · 280 citations

    1

    h-index

  3. PJ
    Patrick JB Walker

    1 publications · 49 citations

    1

    h-index

  4. TE
    Thomas E. Burk

    University of Minnesota, United States

    1 publications · 14 citations

    1

    h-index

  5. HE
    Harold E. Burkhart

    Virginia Tech, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 93

Institutions

46

  1. Rocky Mountain Research Station

    Fort Collins, United States

    4 h-index

    7 publications

    1K citations

  2. US Forest Service

    Washington, United States

    3 h-index

    8 publications

    790 citations

  3. University of Helsinki

    Helsinki, Finland

    3 h-index

    8 publications

    295 citations

  4. Swiss Federal Institute for Forest, Snow and Landscape Research

    Birmensdorf, Switzerland

    2 h-index

    4 publications

    448 citations

  5. Minnesota Department of Natural Resources

    Saint Paul, United States

    2 h-index

    4 publications

    96 citations

  6. Swedish University of Agricultural Sciences

    Uppsala, Sweden

    2 h-index

    3 publications

    168 citations

  7. University of Georgia

    Athens, United States

    2 h-index

    2 publications

    43 citations

  8. University of Minnesota

    Minneapolis, United States

    2 h-index

    4 publications

    96 citations

1–8 of 46

Venues

  1. Forest Ecology and Management

    11 publications · 417 citations

    11

    h-index

  2. Forest Science

    3 publications · 504 citations

    3

    h-index

  3. Silva Fennica

    2 publications · 70 citations

    2

    h-index

  4. Canadian Journal of Forest Research

    2 publications · 142 citations

    2

    h-index

  5. Northern Journal of Applied Forestry

    1 publications · 88 citations

    1

    h-index

1–5