Concentration‐discharge responses to storm events in coastal California watersheds

R Aguilera, JM Melack - Water Resources Research, 2018 - Wiley Online Library
Storm events in montane catchments are the main cause of mobilization of solutes and
particulates into and within stream channels in coastal California. Nonlinear behavior of …

[HTML][HTML] Enhancing the performance of Multiple Endmember Spectral Mixture Analysis (MESMA) for urban land cover mapping using airborne lidar data and band …

J Degerickx, DA Roberts, B Somers - Remote sensing of environment, 2019 - Elsevier
Abstract Multiple Endmember Spectral Mixture Analysis (MESMA) is a widely applied tool to
retrieve spatially explicit information on urban land cover from both hyperspectral and …

Evaluating endmember and band selection techniques for multiple endmember spectral mixture analysis using post-fire imaging spectroscopy

Z Tane, D Roberts, S Veraverbeke, Á Casas… - Remote Sensing, 2018 - mdpi.com
Fire impacts many vegetated ecosystems across the world. The severity of a fire is major
component in determining post-fire effects, including soil erosion, trace gas emissions, and …

Generalizing machine learning regression models using multi-site spectral libraries for mapping vegetation-impervious-soil fractions across multiple cities

A Okujeni, F Canters, SD Cooper, J Degerickx… - Remote sensing of …, 2018 - Elsevier
Forthcoming spaceborne imaging spectrometers will provide novel opportunities for
mapping urban composition globally. To move from case studies for single cities towards …

Mapping functional urban green types using high resolution remote sensing data

J Degerickx, M Hermy, B Somers - Sustainability, 2020 - mdpi.com
Urban green spaces are known to provide ample benefits to human society and hence play
a vital role in safeguarding the quality of life in our cities. In order to optimize the design and …

Megacity-scale analysis of urban vegetation temperatures

EB Wetherley, JP McFadden, DA Roberts - Remote Sensing of …, 2018 - Elsevier
In cities, vegetation temperature is important for quantifying water use, microclimates, and
water and energy fluxes, as demonstrated by urban climate models and in situ studies …

Evaluating the effects of surface properties on methane retrievals using a synthetic airborne visible/infrared imaging spectrometer next generation (AVIRIS-NG) image

AK Ayasse, AK Thorpe, DA Roberts, CC Funk… - Remote sensing of …, 2018 - Elsevier
Atmospheric methane has been increasing since the beginning of the industrial era due to
anthropogenic emissions. Methane has many sources, both natural and anthropogenic, and …

Enhanced burn severity estimation using fine resolution ET and MESMA fraction images with machine learning algorithm

C Quintano, A Fernández-Manso… - Remote sensing of …, 2020 - Elsevier
Successful post-fire management depends on accurate burn severity maps that are
increasingly derived from satellite data, replacing field-based estimates. Post-fire vegetation …

[HTML][HTML] Drought impact on cropland use monitored with AVIRIS imagery in Central Valley, California

JL Pancorbo, M Quemada, DA Roberts - Science of The Total Environment, 2023 - Elsevier
During 2012–2016 California experienced the longest and most severe drought in the last
centuries. This water scarcity led to an increase in non-cultivated croplands during this …

A novel spectral library pruning technique for spectral unmixing of urban land cover

J Degerickx, A Okujeni, MD Iordache, M Hermy… - Remote Sensing, 2017 - mdpi.com
Spectral unmixing of urban land cover relies on representative endmember libraries. For
repeated mapping of multiple cities, the use of a generic spectral library, capturing the vast …