Linking ecological information and radiative transfer models to estimate fuel moisture content in the Mediterranean region of Spain: Solving the ill-posed inverse problem

No abstract is available for this paper.

• Publication year

  2009

• Venue

  Remote Sensing of Environment

• Publication date

  2009-11-16

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1016/J.RSE.2009.07.001
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Development of a framework for fire risk assessment using remote sensing and geographic information system technologies

  2010cited by this paper
• PROSPECT+SAIL models: A review of use for vegetation characterization

  2009cited by this paper
• Estimación del contenido de humedad de vegetación mediterránea a partir de imágenes MODIS

  2008cited by this paper
• Modelos de Simulacin de Reflectividad en ecologa: potencialidades y problemas

  2008cited by this paper
• Combining AVHRR and meteorological data for estimating live fuel moisture content

  2008cited by this paper
• Estimation of live fuel moisture content from MODIS images for fire risk assessment

  2008cited by this paper
• Estimation of leaf and canopy water content in poplar plantations by means of hyperspectral indices and inverse modeling

  2008cited by this paper
• Multi-temporal vegetation canopy water content retrieval and interpretation using artificial neural networks for the continental USA

  2008cited by this paper
• Burn severity estimation from remotely sensed data: Performance of simulation versus empirical models

  2007cited by this paper
• Stability, normalization and accuracy of MODIS‐derived estimates of live fuel moisture for southern California chaparral

  2007cited by this paper
• Estimation of shrub height for fuel-type mapping combining airborne LiDAR and simultaneous color infrared ortho imaging

  2007cited by this paper
• Evaluating remotely sensed live fuel moisture estimations for fire behavior predictions in Georgia, USA

  2007cited by this paper
• Spectral shape-based temporal compositing algorithms for MODIS surface reflectance data

  2007cited by this paper
• Evolution of live fuel moisture in Mediterranean forest

  2006cited by this paper
• Estimating Vegetation Water content with Hyperspectral data for different Canopy scenarios: Relationships between AVIRIS and MODIS Indexes

  2006cited by this paper
• Evaluation of Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) and Moderate Resolution Imaging Spectrometer (MODIS) measures of live fuel moisture and fuel condition in a shrubland ecosystem in southern California

  2006cited by this paper
• Growth, water relations and photosynthesis of seedlings and resprouts after fire

  2005cited by this paper
• MODIS‐derived visible atmospherically resistant index for monitoring chaparral moisture content

  2005cited by this paper
• Use of coupled canopy structure dynamic and radiative transfer models to estimate biophysical canopy characteristics

  2005cited by this paper
• Estimation of Fuel Moisture Content Using Neural Networks

  2005cited by this paper
• Use of Normalized Difference Water Index for monitoring live fuel moisture

  2005cited by this paper
• Sensitivity of spectral reflectance to variation in live fuel moisture content at leaf and canopy level

  2004cited by this paper
• Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops

  2004cited by this paper
• Conversion of fuel moisture content values to ignition potential for integrated fire danger assessment

  2004cited by this paper
• Adaptive photosynthetic strategies of the Mediterranean maquis species according to their origin

  2004cited by this paper
• Estimating live fuel moisture content from remotely sensed reflectance

  2004cited by this paper
• Combining NDVI and surface temperature for the estimation of live fuel moisture content in forest fire danger rating

  2004cited by this paper
• Leaf key traits of Erica arborea L., Erica multiflora L. and Rosmarinus officinalis L. co-occurring

  2004cited by this paper
• Interspecific Differences of Leaf Gas Exchange and Water Relations of Three Evergreen Mediterranean Shrub Species

  2003cited by this paper
• Retrieval of canopy biophysical variables from bidirectional reflectance Using prior information to solve the ill-posed inverse problem

  2003cited by this paper
• Design of an empirical index to estimate fuel moisture content from NOAA-AVHRR images in forest fire danger studies.

  2003cited by this paper
• Water content estimation in vegetation with MODIS reflectance data and model inversion methods

  2003cited by this paper
• How plants cope with water stress in the field. Photosynthesis and growth.

  2002cited by this paper
• Improving canopy variables estimation from remote sensing data by exploiting ancillary information. Case study on sugar beet canopies

  2002cited by this paper
• Designing a spectral index to estimate vegetation water content from remote sensing data: Part 2. Validation and applications

  2002cited by this paper
• Detecting vegetation leaf water content using reflectance in the optical domain

  2001cited by this paper
• Forest fires : behavior and ecological effects

  2001cited by this paper
• Water Relations of Forest Fuels

  2001cited by this paper
• A two-layer canopy reflectance model

  2001cited by this paper
• Seasonal fluctuations in photoprotective (xanthophyll cycle) and photoselective (chlorophylls) capacity in eight Mediterranean plant species belonging to two different growth forms

  2000cited by this paper
• Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data

  2000cited by this paper
• Algorithm Theoretical Basis Document

  1999cited by this paper
• Two different strategies of Mediterranean macchia plants to avoid photoinhibitory damage by excessive radiation levels during summer drought

  1999cited by this paper
• Tradeoffs Between Irradiance Capture and Avoidance in Semi-arid Environments Assessed with a Crown Architecture Model

  1999cited by this paper
• Evaluation of NDVI for monitoring live moisture in three vegetation types of the Western U.S.

  1999cited by this paper
• MODIS Leaf Area Index (LAI) And Fraction Of Photosynthetically Active Radiation Absorbed By Vegetation (FPAR) Product

  1999cited by this paper
• Crown fire thresholds in exotic pine plantations of Australasia

  1998cited by this paper
• Leaf morphology, leaf chemical composition and stem xylem characteristics in two Pistacia (Anacardiaceae) species along a climatic gradient.

  1998cited by this paper
• Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation

  1997cited by this paper
• Vegetation water and dry matter contents estimated from top-of-the-atmosphere reflectance data: A simulation study

  1997cited by this paper
• Estimating temporal dynamics of fuel moisture content of Mediterranean species from NOAA-AVHRR data

  1996cited by this paper
• Departamento de geografia

  1995cited by this paper
• Regional‐Scale Relationships of Leaf Area Index to Specific Leaf Area and Leaf Nitrogen Content

  1994cited by this paper
• Evaluation of a temporal fire risk index in mediterranean forests from NOAA thermal IR

  1994cited by this paper
• The Spectral Image Processing System (SIPS) - Interactive visualization and analysis of imaging spectrometer data

  1993cited by this paper
• High-spectral resolution data for determining leaf water content

  1992cited by this paper
• Moisture Content of Fine Forest Fuels and Fire Occurrence in Central Portugal

  1992cited by this paper
• The Hot Spot Effect in Plant Canopy Reflectance

  1991cited by this paper
• Modelling Moisture Damping for Fire Spread in a Mixture of Live and Dead Fuels

  1991cited by this paper
• Photon-Vegetation Interactions

  1991cited by this paper
• Monitoring grassland dryness and fire potential in australia with NOAA/AVHRR data

  1988cited by this paper
• Light scattering by leaf layers with application to canopy reflectance modelling: The SAIL model

  1984cited by this paper
• Some Comments on the Evaluation of Model Performance

  1982cited by this paper
• Conditions for the start and spread of crown fire

  1977cited by this paper

• Prediction and key drivers analysis of forest surface Dead Fine Fuel Moisture Content: A stacking ensemble learning and IoT-based system

  2025cites this paper
• Low-variance estimation of live fuel moisture content using VIIRS data through radiative transfer model

  2025cites this paper
• A Recursive Regularized Solution to Geophysical Linear Ill-Posed Inverse Problems

  2025cites this paper
• Estimation of Prometheus fuel types using physically based remote sensing techniques

  2025cites this paper
• Boosting leaf trait estimation from reflectance spectra by elucidating the transferability of PLSR models

  2025cites this paper
• Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models

  2025cites this paper
• Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy

  2024cites this paper
• Continuous monitoring of grassland AGB during the growing season through integrated remote sensing: a hybrid inversion framework

  2024influential citation
• Sub-daily live fuel moisture content estimation from Himawari-8 data

  2024cites this paper
• Enhanced post-wildfire vegetation recovery in prescribed-burnt Mediterranean shrubland: A regional assessment

  2024cites this paper
• Transferability of Empirical Models Derived from Satellite Imagery for Live Fuel Moisture Content Estimation and Fire Risk Prediction

  2024cites this paper
• Estimation of crop leaf area index based on Sentinel-2 images and PROSAIL-Transformer coupling model

  2024cites this paper
• PROSPECULAR: A model for simulating multi-angular spectral properties of leaves by coupling PROSPECT with a specular function

  2023cites this paper
• Improved chlorophyll and water content estimations at leaf level with a hybrid radiative transfer and machine learning model

  2023cites this paper
• Forest Canopy Water Content Monitoring Using Radiative Transfer Models and Machine Learning

  2023cites this paper
• Combining Microwave and Optical Remote Sensing to Characterize Global Vegetation Water Status

  2023cites this paper
• Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn

  2023influential citation
• Generality of leaf spectroscopic models for predicting key foliar functional traits across continents: A comparison between physically- and empirically-based approaches

  2023cites this paper
• Fractional vegetation cover ratio estimated from radiative transfer modeling outperforms spectral indices to assess fire severity in several Mediterranean plant communities

  2023cites this paper
• A Normalized Spectral Angle Index for Estimating the Probability of Viewing Sunlit Leaves From Satellite Data

  2023cites this paper
• Live Fuel Moisture Content Mapping in the Mediterranean Basin Using Random Forests and Combining MODIS Spectral and Thermal Data

  2022influential citation
• Model-driven estimation of closed and open shrublands live fuel moisture content

  2022cites this paper
• using the 970-nm water absorption feature

  2022cites this paper
• Comparison of Physical-Based Models to Measure Forest Resilience to Fire as a Function of Burn Severity

  2022cites this paper
• Retrieval of carbon content and biomass from hyperspectral imagery over cultivated areas

  2022cites this paper
• Characterizing Live Fuel Moisture Content from Active and Passive Sensors in a Mediterranean Environment

  2022cites this paper
• Multi-modal temporal CNNs for live fuel moisture content estimation

  2022cites this paper
• Forest Fuel Drying, Pyrolysis and Ignition Processes during Forest Fire: A Review

  2022cites this paper
• Global fuel moisture content mapping from MODIS

  2021cites this paper
• Live fuel moisture content estimation from MODIS: A deep learning approach

  2021cites this paper
• Radiative transfer modeling to measure fire impact and forest engineering resilience at short-term

  2021cites this paper
• Application of Landsat ETM+ and OLI Data for Foliage Fuel Load Monitoring Using Radiative Transfer Model and Machine Learning Method

  2021cites this paper
• Hybrid inversion of radiative transfer models based on high spatial resolution satellite reflectance data improves fractional vegetation cover retrieval in heterogeneous ecological systems after fire.

  2021cites this paper
• Evaluating plant photosynthetic traits via absorption coefficient in the photosynthetically active radiation region

  2021cites this paper
• Atmospherically resistant vegetation water indices using the 970-nm water absorption feature

  2020cites this paper
• A Remote Sensing and Meteorological Data-Based Methodology for Wildfire Danger Assessment for China

  2020cites this paper
• RTM-based dynamic absorption integrals for the retrieval of biochemical vegetation traits

  2020cites this paper
• Landsat-8 and Sentinel-2 Canopy Water Content Estimation in Croplands through Radiative Transfer Model Inversion

  2020cites this paper
• EXPLORING THE SOIL MOISTURE-LIVE FUEL MOISTURE RELATIONSHIP

  2020cites this paper
• Progress and development on biological information of crop phenotype research applied to real-time variable-rate fertilization

  2020cites this paper
• Investigating Live Fuel Moisture Content Estimation in Fire-Prone Shrubland from Remote Sensing Using Empirical Modelling and RTM Simulations

  2020cites this paper
• Comparison of pixel unmixing models in the evaluation of post-fire forest resilience based on temporal series of satellite imagery at moderate and very high spatial resolution

  2020cites this paper
• SAR-enhanced mapping of live fuel moisture content

  2020cites this paper
• Evaluating the Sentinel-2a Satellite Data for Fuel Moisture Content Retrieval

  2019cites this paper
• Assessment of the Dual Polarimetric Sentinel-1A Data for Forest Fuel Moisture Content Estimation

  2019cites this paper
• Estimating Aboveground Biomass and Its Spatial Distribution in Coastal Wetlands Utilizing Planet Multispectral Imagery

  2019cites this paper
• Radiative transfer Vcmax estimation from hyperspectral imagery and SIF retrievals to assess photosynthetic performance in rainfed and irrigated plant phenotyping trials

  2019cites this paper
• Evaluating observed versus predicted forest biomass: R-squared, index of agreement or maximal information coefficient?

  2019cites this paper
• Salt Marsh Health and Biomass Responses to a Changing Environment

  2019cites this paper
• Mapping foliar functional traits and their uncertainties across three years in a grassland experiment

  2019cites this paper
• Mapping leaf chlorophyll content from Sentinel-2 and RapidEye data in spruce stands using the invertible forest reflectance model

  2019cites this paper
• Analysis of Sentinel-2 and RapidEye for Retrieval of Leaf Area Index in a Saltmarsh Using a Radiative Transfer Model

  2019cites this paper
• Estimation of forest leaf water content through inversion of a radiative transfer model from LiDAR and hyperspectral data

  2019cites this paper
• Introduction of Variable Correlation for the Improved Retrieval of Crop Traits Using Canopy Reflectance Model Inversion

  2019cites this paper
• Mapping Live Fuel Moisture Content and Flammability for Continental Australia Using Optical Remote Sensing

  2018cites this paper
• Improving the PROSPECT Model to Consider Anisotropic Scattering of Leaf Internal Materials and Its Use for Retrieving Leaf Biomass in Fresh Leaves

  2018cites this paper
• Retrieval of Fuel Moisture Content from Himawari-8 Product: Towards Real-Time Wildfire Risk Assessment

  2018cites this paper
• Estimating Live Fuel Moisture in Southern California Using Remote Sensing Vegetation Water Content Proxies

  2018cites this paper
• Improving the Performance of 3-D Radiative Transfer Model FLIGHT to Simulate Optical Properties of a Tree-Grass Ecosystem

  2018cites this paper
• Short communication: On the effect of live fuel moisture content on fire-spread rate

  2018cites this paper
• Mapping forest canopy nitrogen content by inversion of coupled leaf-canopy radiative transfer models from airborne hyperspectral imagery

  2018cites this paper
• How well do meteorological drought indices predict live fuel moisture content (LFMC)? An assessment for wildfire research and operations in Mediterranean ecosystems

  2018cites this paper
• Optical Remote Sensing of Vegetation Water Content

  2018cites this paper
• Evaluation of PROSAIL inversion for retrieval of chlorophyll, leaf dry matter, leaf angle, and leaf area index of wheat using spectrodirectional measurements

  2018cites this paper
• Estimation of live fuel moisture content of shrubland using MODIS and Sentinel-2 images

  2018cites this paper
• A fuel moisture content and flammability monitoring methodology for continental Australia based on optical remote sensing

  2018cites this paper
• Improved nitrogen retrievals with airborne-derived fluorescence and plant traits quantified from VNIR-SWIR hyperspectral imagery in the context of precision agriculture

  2018cites this paper
• On the effect of live fuel moisture content on fire rate of spread

  2018cites this paper
• Enhancing of accuracy assessment for forest above-ground biomass estimates obtained from remote sensing via hypothesis testing and overfitting evaluation

  2017cites this paper
• Retrieval of leaf fuel moisture contents from hyperspectral indices developed from dehydration experiments

  2017cites this paper
• Effect of Vertical Distribution of Crop Structure and Biochemical Parameters of Winter Wheat on Canopy Reflectance Characteristics and Spectral Indices

  2017cites this paper
• A radiative transfer model-based method for the estimation of grassland aboveground biomass

  2017cites this paper
• Retrieval of forest fuel moisture content using a coupled radiative transfer model

  2017cites this paper
• Predicting dead fine fuel moisture at regional scales using vapour pressure deficit from MODIS and gridded weather data.

  2016cites this paper
• Mapping spatial variation of foliar nitrogen using hyperspectral remote sensing

  2016cites this paper
• Contrasting fire damage and fire susceptibility between seasonally flooded forest and upland forest in the Central Amazon using portable profiling LiDAR

  2016cites this paper
• Retrieval of Grassland Live Fuel Moisture Content by Parameterizing Radiative Transfer Model With Interval Estimated LAI

  2016cites this paper
• Análisis del comportamiento temporal de la biomasa en pastos del Departamento de Olancho en el contexto del cambio global – fase II

  2016cites this paper
• Biophysical Mechanistic Modelling Quantifies the Effects of Plant Traits on Fire Severity: Species, Not Surface Fuel Loads, Determine Flame Dimensions in Eucalypt Forests

  2016cites this paper
• Estimating Leaf Nitrogen Concentration (LNC) of Cereal Crops with Hyperspectral Data

  2016cites this paper
• The Australian flammability monitoring system

  2016cites this paper
• A Bayesian Network-Based Method to Alleviate the Ill-Posed Inverse Problem: A Case Study on Leaf Area Index and Canopy Water Content Retrieval

  2015cites this paper
• Análisis temporal de biomasa y stocks de carbono en un ecosistema de dehesa mediante imágenes Landsat, y su relación con factores climáticos

  2015cites this paper
• Estimation of Grassland Live Fuel Moisture Content From Ratio of Canopy Water Content and Foliage Dry Biomass

  2015influential citation
• ESTIMACIÓN DEL CONTENIDO DE AGUA A PARTIR DE MEDICIONES HIPERESPECTRALES PARA CARTOGRAFÍA DEL RIESGO DE INCENDIO

  2014cites this paper
• A MODIS-based perpendicular moisture index to retrieve leaf moisture content of forest canopies

  2014cites this paper
• Laboratory Measurements of Plant Drying: Implications to Estimate Moisture Content from Radiative Transfer Models in Two Temperate Species

  2014cites this paper
• Estimation of water-related biochemical and biophysical vegetation properties using multitemporal airborne hyperspectral data and its comparison to MODIS spectral response

  2014influential citation
• Relation of preclassification class likelihood to postclassification accuracy in an Australian multitemporal sequence of imagery

  2014cites this paper
• Deriving leaf mass per area (LMA) from foliar reflectance across a variety of plant species using continuous wavelet analysis

  2014cites this paper
• Integrating geospatial information into fire risk assessment

  2014cites this paper
• Spectroscopic analysis of seasonal changes in live fuel moisture content and leaf dry mass

  2014cites this paper
• Leaf and canopy water content estimation in cotton using hyperspectral indices and radiative transfer models

  2014cites this paper
• Canopy vertical heterogeneity plays a critical role in reflectance simulation

  2013cites this paper
• Remote sensing of fuel moisture content from ratios of narrow-band vegetation water and dry-matter indices

  2013influential citation
• A global review of remote sensing of live fuel moisture content for fire danger assessment: Moving t

  2013influential citation
• Satellite-based Applications on Climate Change

  2013cites this paper
• Multiple-scale Hyperspectral Remote Sensing of Forest Biochemical and Biophysical Properties

  2013influential citation
• Regional estimation of woodland moisture content by inverting Radiative Transfer Models

  2013influential citation
• Live fuel moisture content and ignition probability in the Iberian Peninsular territory of Spain

  2013influential citation