Fire danger observed from space

ML Pettinari, E Chuvieco - Surveys in Geophysics, 2020 - Springer
Biomass burning is one of the critical components of the Earth system, significantly affecting
atmospheric emissions and carbon budgets. Fires occurring in the interface between …

Intelligent sampling for vegetation nitrogen mapping based on hybrid machine learning algorithms

J Verrelst, K Berger… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Upcoming satellite imaging spectroscopy missions will deliver spatiotemporal explicit data
streams to be exploited for mapping vegetation properties, such as nitrogen (N) content …

Assessment of atmospheric correction methods for Sentinel-2 images in Mediterranean landscapes

I Sola, A García-Martín, L Sandonís-Pozo… - International journal of …, 2018 - Elsevier
Atmospheric correction of optical satellite imagery is an essential pre-processing for
modelling biophysical variables, multi-temporal analysis, and digital classification …

[HTML][HTML] The effect of pixel heterogeneity for remote sensing based retrievals of evapotranspiration in a semi-arid tree-grass ecosystem

V Burchard-Levine, H Nieto, D Riaño… - Remote Sensing of …, 2021 - Elsevier
Many satellite missions rely on modeling approaches to acquire global or regional
evapotranspiration (ET) products. However, a current challenge in ET modeling lies in …

[HTML][HTML] Multiple-constraint inversion of SCOPE. Evaluating the potential of GPP and SIF for the retrieval of plant functional traits

J Pacheco-Labrador, O Perez-Priego… - Remote Sensing of …, 2019 - Elsevier
The most recent efforts to provide remote sensing (RS) estimates of plant function rely on the
combination of Radiative Transfer Models (RTM) and Soil-Vegetation-Atmosphere Transfer …

A remote sensing‐based three‐source energy balance model to improve global estimations of evapotranspiration in semi‐arid tree‐grass ecosystems

V Burchard‐Levine, H Nieto, D Riaño… - Global Change …, 2022 - Wiley Online Library
It is well documented that energy balance and other remote sensing‐based
evapotranspiration (ET) models face greater uncertainty over water‐limited tree‐grass …

Assessing the contribution of understory sun-induced chlorophyll fluorescence through 3-D radiative transfer modelling and field data

A Hornero, PRJ North, PJ Zarco-Tejada… - Remote Sensing of …, 2021 - Elsevier
A major international effort has been made to monitor sun-induced chlorophyll fluorescence
(SIF) from space as a proxy for the photosynthetic activity of terrestrial vegetation. However …

[HTML][HTML] UAS-based high resolution mapping of evapotranspiration in a Mediterranean tree-grass ecosystem

JE Simpson, FH Holman, H Nieto, TS El-Madany… - Agricultural and Forest …, 2022 - Elsevier
Understanding the impact of land use and land cover change on surface energy and water
budgets is increasingly important in the context of climate change research. Eddy …

Spatial pattern evaluation of a calibrated national hydrological model–a remote-sensing-based diagnostic approach

G Mendiguren, J Koch, S Stisen - Hydrology and Earth System …, 2017 - hess.copernicus.org
Distributed hydrological models are traditionally evaluated against discharge stations,
emphasizing the temporal and neglecting the spatial component of a model. The present …

A live fuel moisture content product from Landsat TM satellite time series for implementation in fire behavior models

M García, D Riaño, M Yebra, J Salas, A Cardil… - Remote Sensing, 2020 - mdpi.com
Live Fuel Moisture Content (LFMC) contributes to fire danger and behavior, as it affects fire
ignition and propagation. This paper presents a two layered Landsat LFMC product based …