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Singh, Kunwar K; Chen, Gang; Vogler, John B; Meentemeyer, Ross K

When Big Data are Too Much: Effects of LiDAR Returns and Point Density on Estimation of Forest Biomass Journal Article

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9 (7), pp. 3210-3218, 2016, ISSN: 1939-1404.

Abstract | Links | BibTeX | Tags: aboveground biomass, data reduction, large-area assessment, LiDAR, multiple linear regression, point density, urban forests


Singh, Kunwar K; Chen, Gang; McCarter, James B; Meentemeyer, Ross K

Effects of LiDAR point-density and landscape context on estimates of urban forest biomass Journal Article

ISPRS Journal of Photogrammetry and Remote Sensing, 101 , pp. 310-322, 2015.

Abstract | Links | BibTeX | Tags: biomass, canopy stratification, development density, large-area assessment, linear regression, point density


Singh, Kunwar K; Vogler, John B; Shoemaker, Douglas A; Meentemeyer, Ross K

LiDAR-Landsat data fusion for large-area assessment of urban land cover: Balancing spatial resolution, data volume and mapping accuracy Journal Article

ISPRS Journal of Photogrammetry and Remote Sensing, 74 , pp. 110-121, 2012.

Abstract | Links | BibTeX | Tags: fusion, land change, land cover, Landsat, large-area assessment, LiDAR, managed clearings, mapping accuracy