List of works - Matthew F. McCabe

A Bayesian analysis of sensible heat flux estimation: Quantifying uncertainty in meteorological forcing to improve model prediction

article

A Calibration Procedure for Field and UAV-Based Uncooled Thermal Infrared Instruments

scientific article published on 10 June 2020

A Cubesat enabled Spatio-Temporal Enhancement Method (CESTEM) utilizing Planet, Landsat and MODIS data

scholarly article by Rasmus Houborg & Matthew F. McCabe published May 2018 in Remote Sensing of Environment

A Spatio-Temporal Enhancement Method for medium resolution LAI (STEM-LAI)

scholarly article

A comparison of gap-filling approaches for Landsat-7 satellite data

A comparison of optical and microwave scintillometers with eddy covariance derived surface heat fluxes

scholarly article by Mei Sun Yee et al published November 2015 in Agricultural and Forest Meteorology

A geo-informatics approach for estimating water resources management components and their interrelationships

article

A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning

scholarly article by Rasmus Houborg & Matthew F. McCabe published January 2018 in ISPRS Journal of Photogrammetry and Remote Sensing

A multi-decadal assessment of the performance of gauge- and model-based rainfall products over Saudi Arabia: climatology, anomalies and trends

article

A space and time scale-dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature

article by Sanjeev Kumar Jha et al published August 2015 in Water Resources Research

Adapting a regularized canopy reflectance model (REGFLEC) for the retrieval challenges of dryland agricultural systems

article

Advances in the Remote Sensing of Terrestrial Evaporation

scientific article

Application of a regularized model inversion system (REGFLEC) to multi-temporal RapidEye imagery for retrieving vegetation characteristics

Assessing the impact of model spin-up on surface water-groundwater interactions using an integrated hydrologic model

article

Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle

Changing climate and overgrazing are decimating Mongolian steppes

scientific article

Closing the terrestrial water budget from satellite remote sensing

scholarly article

Constraining snowmelt in a temperature-index model using simulated snow densities

article

Continuous data assimilation for downscaling large-footprint soil moisture retrievals

Copula-Derived Observation Operators for Assimilating TMI and AMSR-E Retrieved Soil Moisture into Land Surface Models

CubeSat constellations provide enhanced crop phenology and digital agricultural insights using daily leaf area index retrievals

scientific article published on 28 March 2022

Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data

scholarly article

Deciphering salt stress responses in Solanum pimpinellifolium through high-throughput phenotyping

scientific article published on 6 July 2024

Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations

Detailed assessment of isotope ratio infrared spectroscopy and isotope ratio mass spectrometry for the stable isotope analysis of plant and soil waters

article

Detecting ice-sheet melt area over western Greenland using MODIS and AMSR-E data for the summer periods of 2002–2006

article

Detection of chlorophyll and leaf area index dynamics from sub-weekly hyperspectral imagery

article

Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images

scientific article published in 2021

Downscaling of coarse resolution LAI products to achieve both high spatial and temporal resolution for regions of interest

scholarly article

Dye tracing and concentration mapping in coastal waters using unmanned aerial vehicles

scientific article published on 21 January 2022

Elevated CO₂ as a driver of global dryland greening

scientific article published on 12 February 2016

Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts

scholarly article by Yi Y. Liu et al published June 2018 in Remote Sensing of Environment

Estimating Land Surface Evaporation: A Review of Methods Using Remotely Sensed Surface Temperature Data

article

Estimation of soil salinity in a drip irrigation system by using joint inversion of multicoil electromagnetic induction measurements

Evaluating a regional climate model's ability to simulate the climate of the South-east coast of Australia

article

Evaluating the hydrological consistency of evaporation products using satellite-based gravity and rainfall data

Evaluating the hydrological consistency of satellite based water cycle components

Evaluation of global observations-based evapotranspiration datasets and IPCC AR4 simulations

article by Brigitte Mueller et al published March 2011 in Geophysical Research Letters

Evaluation of the TMPA-3B42 precipitation product using a high-density rain gauge network over complex terrain in northeastern Iberia

scholarly article by Ahmed M. El Kenawy published in October 2015

Examining the relationship between intermediate scale soil moisture and terrestrial evaporation within a semi-arid grassland

Examining the relationship between intermediate-scale soil moisture and terrestrial evaporation within a semi-arid grassland

Forward modeling of linear mixing in thermal IR ground leaving radiance spectra

Future projections of synoptic weather types over the Arabian Peninsula during the twenty-first century using an ensemble of CMIP5 models

GRASS COVER, TREE DENSITY, AND LEAF DEVELOPMENT OF MEDITERRANEAN ORCHARDS FROM HIGH RESOLUTION DATA

scientific article published in 2023

Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method

Global intercomparison of 12 land surface heat flux estimates

article

Global long-term passive microwave satellite-based retrievals of vegetation optical depth

scholarly article

Global vegetation biomass change (1988-2008) and attribution to environmental and human drivers

article by Yi Y. Liu et al published 21 December 2012 in Global Ecology and Biogeography

High-Resolution NDVI from Planet’s Constellation of Earth Observing Nano-Satellites: A New Data Source for Precision Agriculture

scholarly article by Rasmus Houborg & Matthew F. McCabe published 19 September 2016 in Remote Sensing

High-resolution sensing for precision agriculture: from Earth-observing satellites to unmanned aerial vehicles

Impacts of dust aerosol and adjacency effects on the accuracy of Landsat 8 and RapidEye surface reflectances

scholarly article by Rasmus Houborg & Matthew F. McCabe published June 2017 in Remote Sensing of Environment

Impacts of model initialization on an integrated surface water-groundwater model

article

Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using Adaptive Markov Chain Monte Carlo

Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using adaptive Markov chain Monte Carlo

Joint leaf chlorophyll content and leaf area index retrieval from Landsat data using a regularized model inversion system (REGFLEC)

article

Land surface albedo and vegetation feedbacks enhanced the Millennium drought in south-east Australia

article

Land surface albedo and vegetation feedbacks enhanced the millennium drought in south-east Australia

article

Large eddy simulation of atypical wildland fire spread on leeward slopes

Leaf chlorophyll constraint on model simulated gross primary productivity in agricultural systems

article

Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach

scholarly article

Model and measurements of linear mixing in thermal IR ground leaving radiance spectra

Model parameter analysis using remotely sensed pattern information in a multi-constraint framework

article

Multi-decadal classification of synoptic weather types, observed trends and links to rainfall characteristics over Saudi Arabia

article by Ahmed M. El Kenawy et al published 15 September 2014 in Frontiers in environmental science

Nocturnal Surface Urban Heat Island over Greater Cairo: Spatial Morphology, Temporal Trends and Links to Land-Atmosphere Influences

scientific article published on 27 November 2020

On the Use of Unmanned Aerial Systems for Environmental Monitoring

PUSHBROOM HYPERSPECTRAL IMAGING FROM AN UNMANNED AIRCRAFT SYSTEM (UAS) – GEOMETRIC PROCESSINGWORKFLOW AND ACCURACY ASSESSMENT

Partitioning of evapotranspiration in remote sensing-based models

scholarly article by Carl J. Talsma et al published October 2018 in Agricultural and Forest Meteorology

Partitioning of evapotranspiration using a stable isotope technique in an arid and high temperature agricultural production system

article

Radiometric Assessment of a UAV-Based Push-Broom Hyperspectral Camera

scientific article published on 29 October 2019

Recent reversal in loss of global terrestrial biomass

scientific article (publication date: 30 March 2015)

Remote sensing of Greenland ice sheet using multispectral near-infrared and visible radiances

scholarly article by Petr Chylek et al published 14 December 2007 in Journal of Geophysical Research

Removal of clouds, dust and shadow pixels from hyperspectral imagery using a non-separable and stationary spatio-temporal covariance model

scholarly article published 25 October 2016

Reproducibility of crop surface maps extracted from Unmanned Aerial Vehicle (UAV) derived digital surface maps

Response of water vapour D-excess to land-atmosphere interactions in a semi-arid environment

Response of water vapour D-excess to land–atmosphere interactions in a semi-arid environment

article

Roughness effects on thermal-infrared emissivities estimated from remotely sensed images

article

Satellite based observations for seasonal snow cover detection and characterisation in Australia

article

Scale influences on the remote estimation of evapotranspiration using multiple satellite sensors

article published in 2006

Scaling characteristics of spatial patterns of soil moisture from distributed modelling

article

Simulation of Flash-Flood-Producing Storm Events in Saudi Arabia Using the Weather Research and Forecasting Model*

article

Spatial and temporal variability in seasonal snow density

Spatial assessment of the performance of multiple high‐resolution satellite‐based precipitation data sets over the Middle East

scientific article published on 7 January 2019

Spatiotemporal monitoring of soil water content profiles in an irrigated field using probabilistic inversion of time-lapse EMI data

Spatiotemporal reconstruction of gaps in multivariate fields using the direct sampling approach

Stable water isotope and surface heat flux simulation using ISOLSM: Evaluation against in-situ measurements

Temporal Monitoring of the Soil Freeze-Thaw Cycles over a Snow-Covered Surface by Using Air-Launched Ground-Penetrating Radar

The Future of Earth Observation in Hydrology

scholarly article by Matthew F. McCabe et al published 2017 in Hydrology and Earth System Sciences

The Future of Earth Observation in Hydrology

scholarly article by Matthew F. McCabe et al published 9 February 2017 in Hydrology and earth system sciences discussions

The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources

article

Time series from hyperion to track productivity in pivot agriculture in saudi arabia

Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia

article published in 2015

Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress

article

Use of unmanned aerial vehicles for efficient beach litter monitoring

scholarly article by Cecilia Martin published in June 2018

Using Multi-Spectral UAV Imagery to Extract Tree Crop Structural Properties and Assess Pruning Effects

scholarly article published 16 April 2018

List of works by Matthew F. McCabe

A Bayesian analysis of sensible heat flux estimation: Quantifying uncertainty in meteorological forcing to improve model prediction

A Calibration Procedure for Field and UAV-Based Uncooled Thermal Infrared Instruments

A Cubesat enabled Spatio-Temporal Enhancement Method (CESTEM) utilizing Planet, Landsat and MODIS data

A Spatio-Temporal Enhancement Method for medium resolution LAI (STEM-LAI)

A comparison of gap-filling approaches for Landsat-7 satellite data

A comparison of optical and microwave scintillometers with eddy covariance derived surface heat fluxes

A geo-informatics approach for estimating water resources management components and their interrelationships

A hybrid training approach for leaf area index estimation via Cubist and random forests machine-learning

A multi-decadal assessment of the performance of gauge- and model-based rainfall products over Saudi Arabia: climatology, anomalies and trends

A space and time scale-dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature

Adapting a regularized canopy reflectance model (REGFLEC) for the retrieval challenges of dryland agricultural systems

Advances in the Remote Sensing of Terrestrial Evaporation

Application of a regularized model inversion system (REGFLEC) to multi-temporal RapidEye imagery for retrieving vegetation characteristics

Assessing the impact of model spin-up on surface water-groundwater interactions using an integrated hydrologic model

Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle

Changing climate and overgrazing are decimating Mongolian steppes

Closing the terrestrial water budget from satellite remote sensing

Constraining snowmelt in a temperature-index model using simulated snow densities

Continuous data assimilation for downscaling large-footprint soil moisture retrievals

Copula-Derived Observation Operators for Assimilating TMI and AMSR-E Retrieved Soil Moisture into Land Surface Models

CubeSat constellations provide enhanced crop phenology and digital agricultural insights using daily leaf area index retrievals

Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data

Deciphering salt stress responses in Solanum pimpinellifolium through high-throughput phenotyping

Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations

Detailed assessment of isotope ratio infrared spectroscopy and isotope ratio mass spectrometry for the stable isotope analysis of plant and soil waters

Detecting ice-sheet melt area over western Greenland using MODIS and AMSR-E data for the summer periods of 2002–2006

Detection of chlorophyll and leaf area index dynamics from sub-weekly hyperspectral imagery

Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images

Downscaling of coarse resolution LAI products to achieve both high spatial and temporal resolution for regions of interest

Dye tracing and concentration mapping in coastal waters using unmanned aerial vehicles

Elevated CO₂ as a driver of global dryland greening

Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts

Estimating Land Surface Evaporation: A Review of Methods Using Remotely Sensed Surface Temperature Data

Estimation of soil salinity in a drip irrigation system by using joint inversion of multicoil electromagnetic induction measurements

Evaluating a regional climate model's ability to simulate the climate of the South-east coast of Australia

Evaluating the hydrological consistency of evaporation products using satellite-based gravity and rainfall data

Evaluating the hydrological consistency of satellite based water cycle components

Evaluation of global observations-based evapotranspiration datasets and IPCC AR4 simulations

Evaluation of the TMPA-3B42 precipitation product using a high-density rain gauge network over complex terrain in northeastern Iberia

Examining the relationship between intermediate scale soil moisture and terrestrial evaporation within a semi-arid grassland

Examining the relationship between intermediate-scale soil moisture and terrestrial evaporation within a semi-arid grassland

Forward modeling of linear mixing in thermal IR ground leaving radiance spectra

Future projections of synoptic weather types over the Arabian Peninsula during the twenty-first century using an ensemble of CMIP5 models

GRASS COVER, TREE DENSITY, AND LEAF DEVELOPMENT OF MEDITERRANEAN ORCHARDS FROM HIGH RESOLUTION DATA

Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method

Global intercomparison of 12 land surface heat flux estimates

Global long-term passive microwave satellite-based retrievals of vegetation optical depth

Global vegetation biomass change (1988-2008) and attribution to environmental and human drivers

High-Resolution NDVI from Planet’s Constellation of Earth Observing Nano-Satellites: A New Data Source for Precision Agriculture

High-resolution sensing for precision agriculture: from Earth-observing satellites to unmanned aerial vehicles

Impacts of dust aerosol and adjacency effects on the accuracy of Landsat 8 and RapidEye surface reflectances

Impacts of model initialization on an integrated surface water-groundwater model

Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using Adaptive Markov Chain Monte Carlo

Inferring soil salinity in a drip irrigation system from multi-configuration EMI measurements using adaptive Markov chain Monte Carlo

Joint leaf chlorophyll content and leaf area index retrieval from Landsat data using a regularized model inversion system (REGFLEC)

Land surface albedo and vegetation feedbacks enhanced the Millennium drought in south-east Australia

Land surface albedo and vegetation feedbacks enhanced the millennium drought in south-east Australia

Large eddy simulation of atypical wildland fire spread on leeward slopes

Leaf chlorophyll constraint on model simulated gross primary productivity in agricultural systems

Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach

Model and measurements of linear mixing in thermal IR ground leaving radiance spectra

Model parameter analysis using remotely sensed pattern information in a multi-constraint framework

Multi-decadal classification of synoptic weather types, observed trends and links to rainfall characteristics over Saudi Arabia

Nocturnal Surface Urban Heat Island over Greater Cairo: Spatial Morphology, Temporal Trends and Links to Land-Atmosphere Influences

On the Use of Unmanned Aerial Systems for Environmental Monitoring

On the Use of Unmanned Aerial Systems for Environmental Monitoring

PUSHBROOM HYPERSPECTRAL IMAGING FROM AN UNMANNED AIRCRAFT SYSTEM (UAS) – GEOMETRIC PROCESSINGWORKFLOW AND ACCURACY ASSESSMENT

Partitioning of evapotranspiration in remote sensing-based models

Partitioning of evapotranspiration using a stable isotope technique in an arid and high temperature agricultural production system

Radiometric Assessment of a UAV-Based Push-Broom Hyperspectral Camera

Recent reversal in loss of global terrestrial biomass

Remote sensing of Greenland ice sheet using multispectral near-infrared and visible radiances

Removal of clouds, dust and shadow pixels from hyperspectral imagery using a non-separable and stationary spatio-temporal covariance model

Reproducibility of crop surface maps extracted from Unmanned Aerial Vehicle (UAV) derived digital surface maps

Response of water vapour D-excess to land-atmosphere interactions in a semi-arid environment

Response of water vapour D-excess to land–atmosphere interactions in a semi-arid environment

Roughness effects on thermal-infrared emissivities estimated from remotely sensed images

Satellite based observations for seasonal snow cover detection and characterisation in Australia

Scale influences on the remote estimation of evapotranspiration using multiple satellite sensors