List of works by Roberta Martin

A Spectral Mapping Signature for the Rapid Ohia Death (ROD) Pathogen in Hawaiian Forests

A hyperspectral image can predict tropical tree growth rates in single-species stands

scientific article

A tale of two "forests": random forest machine learning AIDS tropical forest carbon mapping.

scientific article

Active restoration accelerates the carbon recovery of human-modified tropical forests

scientific article published on 01 August 2020

Airborne spectranomics: mapping canopy chemical and taxonomic diversity in tropical forests

scientific article published in 2009

Altitude effect on leaf wax carbon isotopic composition in humid tropical forests

article

Amazonian functional diversity from forest canopy chemical assembly

scientific article

Amazonian landscapes and the bias in field studies of forest structure and biomass

scientific article

An Approach for Foliar Trait Retrieval from Airborne Imaging Spectroscopy of Tropical Forests

An Approach for High-Resolution Mapping of Hawaiian Metrosideros Forest Mortality Using Laser-Guided Imaging Spectroscopy

article published in 2018

Assessing trait-based scaling theory in tropical forests spanning a broad temperature gradient

scientific article published in 2017

Binary partition tree as a hyperspectral segmentation tool for tropical rainforests

scholarly article published July 2012

Biogeochemistry of desertification and woody encroachment in grazing systems

scientific article

Biomass Increases Go under Cover: Woody Vegetation Dynamics in South African Rangelands

scientific article

Brightness-normalized Partial Least Squares Regression for hyperspectral data

article by Hannes Feilhauer et al published August 2010 in Journal of Quantitative Spectroscopy & Radiative Transfer

Canopy phylogenetic, chemical and spectral assembly in a lowland Amazonian forest

scientific article published on 30 November 2010

Carnegie Airborne Observatory-2: Increasing science data dimensionality via high-fidelity multi-sensor fusion

article

Conservation assessment of the Peruvian Andes and Amazon based on mapped forest functional diversity

article

Contrasting leaf chemical traits in tropical lianas and trees: implications for future forest composition

scientific article

Convergent elevation trends in canopy chemical traits of tropical forests

scientific article published on 19 November 2015

Covariance of Sun and Shade Leaf Traits Along a Tropical Forest Elevation Gradient

scientific article published on 01 January 2019

Crop Canopy Nitrogen Estimation from Mixed Pixels in Agricultural Lands Using Imaging Spectroscopy

scientific article published on 13 April 2024

Determining Subcanopy Psidium cattleianum Invasion in Hawaiian Forests Using Imaging Spectroscopy

article by Jomar M Barbosa et al published 5 January 2016 in Remote Sensing

EFFECTS OF WOODY VEGETATION ENCROACHMENT ON SOIL NITROGEN OXIDE EMISSIONS IN A TEMPERATE SAVANNA

scientific article published in 2003

Effects of Morella faya tree invasion on aboveground carbon storage in Hawaii

article by Greg Asner et al published 1 March 2009 in Biological Invasions

Environmental controls on canopy foliar nitrogen distributions in a Neotropical lowland forest

scientific article published on 04 August 2016

Foliar functional and genetic variation in a keystone Hawaiian tree species estimated through spectroscopy

scientific article published in 2023

Forest canopy gap distributions in the southern Peruvian Amazon

scientific article

Functional and biological diversity of foliar spectra in tree canopies throughout the Andes to Amazon region

scientific article published on 18 June 2014

Functional susceptibility of tropical forests to climate change

scientific article published in 2022

GRAZING SYSTEMS, ECOSYSTEM RESPONSES, AND GLOBAL CHANGE

article

Genetic variation in leaf pigment, optical and photosynthetic function among diverse phenotypes of Metrosideros polymorpha grown in a common garden

scientific article published on 24 November 2006

Global variability in leaf respiration in relation to climate, plant functional types and leaf traits

scientific article published on 8 January 2015

Hemiparasite--host plant interactions in a fragmented landscape assessed via imaging spectroscopy and LiDAR.

scientific article

Herbivory makes major contributions to ecosystem carbon and nutrient cycling in tropical forests

scientific article published on 26 December 2013

High-fidelity national carbon mapping for resource management and REDD+.

scientific article

Hyperspectral Remote Sensing of Canopy Biodiversity in Hawaiian Lowland Rainforests

scholarly article by Kimberly M. Carlson et al published 18 July 2007 in Ecosystems

Improving landscape‐scale productivity estimates by integrating trait‐based models and remotely‐sensed foliar‐trait and canopy‐structural data

scientific article published in 2022

Informing trait-based ecology by assessing remotely sensed functional diversity across a broad tropical temperature gradient

scientific article published on 04 December 2019

Invasive plants transform the three-dimensional structure of rain forests ⬇️

scholarly article

Invasive species detection in Hawaiian rainforests using airborne imaging spectroscopy and LiDAR

article

Landscape-Scale Controls on Aboveground Forest Carbon Stocks on the Osa Peninsula, Costa Rica

scientific article

Landscape-scale variation in canopy water content of giant sequoias during drought

scientific article published in 2018

Large-scale climatic and geophysical controls on the leaf economics spectrum

scientific article

Large-scale impacts of herbivores on the structural diversity of African savannas

scientific article (publication date: 24 March 2009)

Large-scale mapping of live corals to guide reef conservation

scientific article published on 14 December 2020

Leaf Chemical and Optical Properties of Metrosideros polymorpha Across Environmental Gradients in Hawaii

Leaf aging of Amazonian canopy trees as revealed by spectral and physiochemical measurements

scientific article

Leaf chemical and spectral diversity in Australian tropical forests

scientific article published on January 2009

Leaf reflectance spectra capture the evolutionary history of seed plants

scientific article published on 24 June 2020

Leaf spectroscopy of resistance to Ceratocystis wilt of ‘Ōhi’a

scientific article published in 2023

Leaf-level photosynthetic capacity in lowland Amazonian and high-elevation Andean tropical moist forests of Peru ⬇️

scientific article

Linking imaging spectroscopy and LiDAR with floristic composition and forest structure in Panama

article

Mapped aboveground carbon stocks to advance forest conservation and recovery in Malaysian Borneo

Mapping the vulnerability of giant sequoias after extreme drought in California using remote sensing

scientific article published on 24 June 2021

Mapping tropical forest functional variation at satellite remote sensing resolutions depends on key traits

scientific article published in 2022

Mesoscale assessment of changes in tropical tree species richness across a bioclimatic gradient in Panama using airborne imaging spectroscopy

scientific article published in 2015

Movement patterns of three arboreal primates in a Neotropical moist forest explained by LiDAR-estimated canopy structure

article

Multi-method ensemble selection of spectral bands related to leaf biochemistry

scholarly article by Hannes Feilhauer et al published July 2015 in Remote Sensing of Environment

Multi-trophic invasion resistance in Hawaii: bioacoustics, field surveys, and airborne remote sensing.

scientific article published in December 2007

Multiscale analysis of tree cover and aboveground carbon stocks in pinyon-juniper woodlands

scientific article

NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms

scientific article published on 21 February 2021

Native and non‐native plant regrowth in the Santa Monica Mountains National Recreation Area after the 2018 Woolsey Fire

scientific article published in 2023

PROSPECT-4 and 5: Advances in the leaf optical properties model separating photosynthetic pigments

article

Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

scientific article

Plant leaf wax biomarkers capture gradients in hydrogen isotopes of precipitation from the Andes and Amazon

article

Predicting tropical plant physiology from leaf and canopy spectroscopy ⬇️

scientific article published on October 21, 2010

Production of leaf wax n-alkanes across a tropical forest elevation transect

Progressive forest canopy water loss during the 2012-2015 California drought

scientific article

Quantifying Tropical Plant Diversity Requires an Integrated Technological Approach

scientific article published on 07 September 2020

Quantifying forest canopy traits: Imaging spectroscopy versus field survey

scholarly article by Greg Asner et al published March 2015 in Remote Sensing of Environment

Rapid forest carbon assessments of oceanic islands: a case study of the Hawaiian archipelago

scientific article published on 8 January 2016

Regional Estimate of Nitric Oxide Emissions Following Woody Encroachment: Linking Imaging Spectroscopy and Field Studies

article

Regional-scale drivers of forest structure and function in northwestern Amazonia

scientific article

Remote measurement of canopy water content in giant sequoias ( Sequoiadendron giganteum ) during drought

scientific article published in 2018

Remote sensing of native and invasive species in Hawaiian forests

article

Scale dependence of canopy trait distributions along a tropical forest elevation gradient

scientific article published on 28 June 2016

Solar radiation and functional traits explain the decline of forest primary productivity along a tropical elevation gradient ⬇️

scientific article

Sources of Canopy Chemical and Spectral Diversity in Lowland Bornean Forest

article by Greg Asner et al published 22 February 2012 in Ecosystems

Spectral Signatures of Macroalgae on Hawaiian Reefs

scientific article published on 25 March 2024

Spectranomics: Emerging science and conservation opportunities at the interface of biodiversity and remote sensing

Spectroscopy of canopy chemicals in humid tropical forests

scientific article published in 2011

Structural and defensive roles of angiosperm leaf venation network reticulation across an Andes-Amazon elevation gradient

scientific article published in 2018

Taking the pulse of Earth's tropical forests using networks of highly distributed plots

scientific article

Targeted carbon conservation at national scales with high-resolution monitoring

scientific article

Taxonomy and remote sensing of leaf mass per area (LMA) in humid tropical forests

scientific article published on January 2011

Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data

article

Tree foliar chemistry in an African savanna and its relation to life history strategies and environmental filters

scientific article

Tropical forest leaves may darken in response to climate change

scientific article published on 19 November 2018

Variability in Symbiont Chlorophyll of Hawaiian Corals from Field and Airborne Spectroscopy

scientific article published on 20 February 2024

Variation in leaf wettability traits along a tropical montane elevation gradient

scientific article

Vegetation–Climate Interactions among Native and Invasive Species in Hawaiian Rainforest

article

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