List of works - David E. Knapp

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

scientific article

Airborne mapping of benthic reflectance spectra with Bayesian linear mixtures

scholarly article by David R. Thompson et al published October 2017 in Remote Sensing of Environment

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

scientific article

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

scientific article

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

article

Condition and fate of logged forests in the Brazilian Amazon

scholarly article

Ecosystem Structure throughout the Brazilian Amazon from Landsat Observations and Automated Spectral Unmixing

article

Ecosystem‐scale mapping of coral species and thermal tolerance

scientific article published on 23 March 2022

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

Effects of fire on woody vegetation structure in African savanna

scientific article

Environmental and Biotic Controls over Aboveground Biomass Throughout a Tropical Rain Forest

scholarly article by Greg Asner et al published 13 December 2008 in Ecosystems

Equivalent water thickness in savanna ecosystems: MODIS estimates based on ground and EO-1 Hyperion data

article

Estimating aboveground carbon density across forest landscapes of Hawaii: Combining FIA plot-derived estimates and airborne LiDAR

scientific article published on 15 May 2018

Extreme differences in forest degradation in Borneo: comparing practices in Sarawak, Sabah, and Brunei

scientific article

Forest canopy gap distributions in the southern Peruvian Amazon

scientific article

Forest fragmentation and edge effects from deforestation and selective logging in the Brazilian Amazon

article

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

scientific article

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

scientific article

High-resolution carbon mapping on the million-hectare Island of Hawaii

article

High-resolution forest carbon stocks and emissions in the Amazon

scientific article

Historical Land-Cover Classification for Conservation and Management in Hawaiian Subalpine Drylands

Human and environmental controls over aboveground carbon storage in Madagascar.

scientific article

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

Land-use allocation protects the Peruvian Amazon

scientific article

Landscape biogeochemistry reflected in shifting distributions of chemical traits in the Amazon forest canopy

scientific article published on 25 May 2015

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

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

article

Linking rainforest ecophysiology and microclimate through fusion of airborne LiDAR and hyperspectral imagery

scholarly article by Eben N Broadbent et al published May 2014 in Ecosphere

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

Mapping burn severity and burning efficiency in California using simulation models and Landsat imagery

scientific article published in 2010

Mapping the world's coral reefs using a global multiscale earth observation framework

scientific article published on 26 March 2020

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

Object-Based Mapping of Coral Reef Habitats Using Planet Dove Satellites

scholarly article

Operational Tree Species Mapping in a Diverse Tropical Forest with Airborne Imaging Spectroscopy.

scientific article published on 8 July 2015

Primary Succession on a Hawaiian Dryland Chronosequence

scientific article published on 12 June 2015

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

scientific article

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 High-Resolution Benthic Habitat Data from Planet Dove Imagery for Conservation Decision-Making and Marine Planning

scientific article published in 2021

Regional insight into savanna hydrogeomorphology from termite mounds

scientific article

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

scientific article

Remote analysis of biological invasion and the impact of enemy release

scientific article

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

Selective Logging in the Brazilian Amazon

scientific article

Spectroscopy of canopy chemicals in humid tropical forests

scientific article published in 2011

Targeted carbon conservation at national scales with high-resolution monitoring

scientific article

List of works by David E. Knapp

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

Airborne mapping of benthic reflectance spectra with Bayesian linear mixtures

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

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

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

Condition and fate of logged forests in the Brazilian Amazon

Ecosystem Structure throughout the Brazilian Amazon from Landsat Observations and Automated Spectral Unmixing

Ecosystem‐scale mapping of coral species and thermal tolerance

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

Effects of fire on woody vegetation structure in African savanna

Environmental and Biotic Controls over Aboveground Biomass Throughout a Tropical Rain Forest

Equivalent water thickness in savanna ecosystems: MODIS estimates based on ground and EO-1 Hyperion data

Estimating aboveground carbon density across forest landscapes of Hawaii: Combining FIA plot-derived estimates and airborne LiDAR

Extreme differences in forest degradation in Borneo: comparing practices in Sarawak, Sabah, and Brunei

Forest canopy gap distributions in the southern Peruvian Amazon

Forest fragmentation and edge effects from deforestation and selective logging in the Brazilian Amazon

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

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

High-resolution carbon mapping on the million-hectare Island of Hawaii

High-resolution forest carbon stocks and emissions in the Amazon

Historical Land-Cover Classification for Conservation and Management in Hawaiian Subalpine Drylands

Human and environmental controls over aboveground carbon storage in Madagascar.

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

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

Land-use allocation protects the Peruvian Amazon

Landscape biogeochemistry reflected in shifting distributions of chemical traits in the Amazon forest canopy

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

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

Large-scale mapping of live corals to guide reef conservation

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

Linking rainforest ecophysiology and microclimate through fusion of airborne LiDAR and hyperspectral imagery

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

Mapping burn severity and burning efficiency in California using simulation models and Landsat imagery

Mapping the world's coral reefs using a global multiscale earth observation framework

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

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

Object-Based Mapping of Coral Reef Habitats Using Planet Dove Satellites

Operational Tree Species Mapping in a Diverse Tropical Forest with Airborne Imaging Spectroscopy.

Primary Succession on a Hawaiian Dryland Chronosequence

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

Quantifying forest canopy traits: Imaging spectroscopy versus field survey

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

Regional High-Resolution Benthic Habitat Data from Planet Dove Imagery for Conservation Decision-Making and Marine Planning

Regional insight into savanna hydrogeomorphology from termite mounds

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

Remote analysis of biological invasion and the impact of enemy release

Remote sensing of native and invasive species in Hawaiian forests

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

Selective Logging in the Brazilian Amazon

Spectroscopy of canopy chemicals in humid tropical forests

Targeted carbon conservation at national scales with high-resolution monitoring

The relative influence of fire and herbivory on savanna three-dimensional vegetation structure

The spatial extent of termite influences on herbivore browsing in an African savanna