Estimating leaf area index and light extinction coefficient using Random Forest regression algorithm in a tropical moist deciduous forest, India-Reference-Cited by-同舟云学术

Estimating leaf area index and light extinction coefficient using Random Forest regression algorithm in a tropical moist deciduous forest, India

Published:2019-07 Issue: Volume:52 Page:94-102
ISSN:1574-9541
Container-title:Ecological Informatics
language:en
Short-container-title:Ecological Informatics

Author:

Srinet Ritika,Nandy Subrata^ORCID,Patel N.R.

Funder

Soil-Vegetation-Atmosphere-Flux (SVAF)

National Carbon Project (NCP)

ISRO

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computer Science Applications,Ecological Modelling,Modelling and Simulation,Ecology,Ecology, Evolution, Behavior and Systematics

Reference82 articles.

1. Radiation and crop structure;Anderson,1971

2. Transformed difference vegetation index (TDVI) for vegetation cover mapping;Bannari,2002

3. TSAVI: A vegetation index which minimizes soil brightness effects on LAI and APAR estimation;Baret,1989

4. Mapping leaf area index in subtropical upland ecosystems using RapidEye imagery and the random forest algorithm;Beckschafer;Forest-Biogeosci. For.,2014

5. An indirect method of estimating leaf area index in a tropical deciduous forest of India;Behera;Ecol. Indic.,2015

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