List of works - Matthew F. McCabe

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

article

Recent reversal in loss of global terrestrial biomass

scientific article (publication date: 30 March 2015)

Global intercomparison of 12 land surface heat flux estimates

article

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

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

Closing the terrestrial water budget from satellite remote sensing

scholarly article

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

article published in 2006

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

Changing climate and overgrazing are decimating Mongolian steppes

scientific article

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

scholarly article

Elevated CO₂ as a driver of global dryland greening

scientific article published on 12 February 2016

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

article

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

article

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

article

The Future of Earth Observation in Hydrology

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

Scaling characteristics of spatial patterns of soil moisture from distributed modelling

article

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

article

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

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

article

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

article

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

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

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

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

scholarly article

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

Spatial and temporal variability in seasonal snow density

Use of unmanned aerial vehicles for efficient beach litter monitoring

scholarly article by Cecilia Martin published in June 2018

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

article

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

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

article

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

article

Large eddy simulation of atypical wildland fire spread on leeward slopes

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

article

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

article

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

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

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

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

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

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

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

article

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

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

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

article

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

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

article

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 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

List of works by Matthew F. McCabe

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

Recent reversal in loss of global terrestrial biomass

Global intercomparison of 12 land surface heat flux estimates

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

Closing the terrestrial water budget from satellite remote sensing

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

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

Changing climate and overgrazing are decimating Mongolian steppes

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

Elevated CO₂ as a driver of global dryland greening

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

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

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

The Future of Earth Observation in Hydrology

Scaling characteristics of spatial patterns of soil moisture from distributed modelling

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

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

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

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

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

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

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

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

The Future of Earth Observation in Hydrology

Spatial and temporal variability in seasonal snow density

Use of unmanned aerial vehicles for efficient beach litter monitoring

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

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

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

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

Large eddy simulation of atypical wildland fire spread on leeward slopes

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

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

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

Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts

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

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

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

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

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

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

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

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

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

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

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

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

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

On the Use of Unmanned Aerial Systems for Environmental Monitoring

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