Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation

R. Valbuena; A. Hernando; J. A. Manzanera; E. B. Gorgens; D. R. A. Almeida; F. Mauro; A. Garcia-Abril; D. A. Coomes

doi:10.1016/j.ecolmodel.2017.10.009

Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation

R. Valbuena
, A. Hernando
, J. A. Manzanera
, E. B. Gorgens
, D. R. A. Almeida
, F. Mauro
, A. Garcia-Abril
, D. A. Coomes

University of Cambridge

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	15-26
Journal	Ecological Modelling
Volume	366
DOIs	https://doi.org/10.1016/j.ecolmodel.2017.10.009
Publication status	Published - 24 Dec 2017
Externally published	Yes

Keywords

Model assessment
Overfitting
Theil's partial inequality coefficients
LIDAR

Access to Document

10.1016/j.ecolmodel.2017.10.009

Cite this

Valbuena, R., Hernando, A., Manzanera, J. A., Gorgens, E. B., Almeida, D. R. A., Mauro, F., Garcia-Abril, A., & Coomes, D. A. (2017). Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation. Ecological Modelling, 366, 15-26. https://doi.org/10.1016/j.ecolmodel.2017.10.009

@article{0138fc382c4a46c7aa49850d57b4ed61,

title = "Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation",

keywords = "Model assessment, Overfitting, Theil's partial inequality coefficients, LIDAR",

author = "R. Valbuena and A. Hernando and Manzanera, \{J. A.\} and Gorgens, \{E. B.\} and Almeida, \{D. R. A.\} and F. Mauro and A. Garcia-Abril and Coomes, \{D. A.\}",

year = "2017",

month = dec,

day = "24",

doi = "10.1016/j.ecolmodel.2017.10.009",

language = "English",

volume = "366",

pages = "15--26",

journal = "Ecological Modelling",

issn = "0304-3800",

publisher = "Elsevier BV",

}

TY - JOUR

T1 - Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation

AU - Valbuena, R.

AU - Hernando, A.

AU - Manzanera, J. A.

AU - Gorgens, E. B.

AU - Almeida, D. R. A.

AU - Mauro, F.

AU - Garcia-Abril, A.

AU - Coomes, D. A.

PY - 2017/12/24

Y1 - 2017/12/24

KW - Model assessment

KW - Overfitting

KW - Theil's partial inequality coefficients

KW - LIDAR

U2 - 10.1016/j.ecolmodel.2017.10.009

DO - 10.1016/j.ecolmodel.2017.10.009

M3 - Article

SN - 0304-3800

VL - 366

SP - 15

EP - 26

JO - Ecological Modelling

JF - Ecological Modelling

ER -