Combining aerial LiDAR and multispectral imagery to assess postfire regeneration types in a Mediterranean forest

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Canadian Journal of Forest Research

• Publication date

  2015-02-26

• Fields of study

  Biology, Environmental Science

• Identifiers
  DOI 10.1139/CJFR-2014-0430
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• R: A language and environment for statistical computing.

  2014cited by this paper
• Managing forests as complex adaptive systems: building resilience to the challenge of global change

  2014cited by this paper
• Assessing Post-Fire Regeneration in a Mediterranean Mixed Forest Using Lidar Data and Artificial Neural Networks

  2013cited by this paper
• The European Forest Fire Information System in the context of environmental policies of the European Union

  2013cited by this paper
• Post-Fire Management and Restoration of Southern European Forests

  2012cited by this paper
• History matters: Previous land use changes determine post-fire vegetation recovery in forested Mediterranean landscapes

  2012cited by this paper
• Valuing acorn dispersal and resprouting capacity ecological functions to ensure Mediterranean forest resilience after fire

  2012cited by this paper
• Quantifying aboveground forest carbon pools and fluxes from repeat LiDAR surveys

  2012cited by this paper
• Forest structure modeling with combined airborne hyperspectral and LiDAR data

  2012cited by this paper
• A broad-scale analysis of the main factors determining the current structure and understory composition of Catalonian sub-alpine (Pinus uncinata Ram.) forests

  2012cited by this paper
• Post-Fire Management of Non-Serotinous Pine Forests

  2012cited by this paper
• Mapping fire risk in the Model Forest of Urbión (Spain) based on airborne LiDAR measurements

  2012cited by this paper
• Lack of regeneration and climatic vulnerability to fire of Scots pine may induce vegetation shifts at the southern edge of its distribution

  2012cited by this paper
• Use of random forests for modeling and mapping forest canopy fuels for fire behavior analysis in Lassen Volcanic National Park, California, USA

  2012cited by this paper
• Site and stand characteristics related to surface erosion occurrence in forests of Catalonia (Spain)

  2012cited by this paper
• Fire Ecology and Post-Fire Restoration Approaches in Southern European Forest Types

  2012cited by this paper
• Lidar sampling for large-area forest characterization: A review

  2012cited by this paper
• Predicting the future of forests in the Mediterranean under climate change, with niche‐ and process‐based models: CO2 matters!

  2011cited by this paper
• Modeling Species Distribution and Change Using Random Forest

  2011cited by this paper
• Increased drought reduces acorn production in Quercus ilex coppices: thinning mitigates this effect but only in the short term

  2011cited by this paper
• Pinus halepensis regeneration after a wildfire in a semiarid environment: assessment using multitemporal Landsat images

  2011cited by this paper
• Semi-automatic classification of tree species in different forest ecosystems by spectral and geometric variables derived from Airborne Digital Sensor (ADS40) and RC30 data

  2011cited by this paper
• Multispectral and LiDAR data fusion for fuel type mapping using Support Vector Machine and decision rules

  2011cited by this paper
• Resistance to wildfire and early regeneration in natural broadleaved forest and pine plantation

  2010cited by this paper
• Climate change impacts, adaptive capacity, and vulnerability of European forest ecosystems

  2010cited by this paper
• Estimating biomass carbon stocks for a Mediterranean forest in central Spain using LiDAR height and intensity data

  2010cited by this paper
• Monitoring post-wildfire vegetation response with remotely sensed time-series data in Spain, USA and Israel

  2010cited by this paper
• Fusion of LiDAR and imagery for estimating forest canopy fuels

  2010cited by this paper
• Expected trends and surprises in the Lateglacial and Holocene vegetation history of the Iberian Peninsula and Balearic Islands.

  2010cited by this paper
• Post-fire vegetation recovery in Portugal based on spot/vegetation data

  2010cited by this paper
• Operational approaches to managing forests of the future in Mediterranean regions within a context of changing climates

  2010cited by this paper
• Feedbacks between fuel reduction and landscape homogenisation determine fire regimes in three Mediterranean areas

  2010cited by this paper
• Synergistic use of spaceborne lidar and optical imagery for assessing forest disturbance: An Alaska case study

  2010cited by this paper
• Post-fire vegetation regrowth detection in the Deiva Marina region (Liguria-Italy) using Landsat TM and ETM+ data

  2010cited by this paper
• Mapping tree species in temperate deciduous woodland using time‐series multi‐spectral data

  2010cited by this paper
• Characterizing boreal forest wildfire with multi-temporal Landsat and LIDAR data

  2009cited by this paper
• Gradient modeling of conifer species using random forests

  2009cited by this paper
• Growth response of mixed Mediterranean oak coppices to rainfall reduction: could selective thinning have any influence on it?

  2009cited by this paper
• Characterizing forest succession with lidar data: An evaluation for the Inland Northwest, USA

  2009cited by this paper
• Factors influencing the formation of unburned forest islands within the perimeter of a large forest fire

  2009cited by this paper
• Fire-driven oak regeneration in French Mediterranean ecosystems.

  2009cited by this paper
• Optimal intensity and age of management in young Aleppo pine stands for post-fire resilience

  2008cited by this paper
• Mapping surface fuel models using lidar and multispectral data fusion for fire behavior

  2008cited by this paper
• Optimising the management of Pinus nigra Arn. stands under endogenous risk of fire in Catalonia

  2008cited by this paper
• Are wildfires a disaster in the Mediterranean basin? – A review

  2008cited by this paper
• Identifying forest structure types using National Forest Inventory Data: the case of sessile oak forest in the Cantabrian range

  2008cited by this paper
• Effect of incidence angle on laser scanner intensity and surface data.

  2008cited by this paper
• Species identification of individual trees by combining high resolution LiDAR data with multi‐spectral images

  2008cited by this paper
• Classification and Regression by randomForest

  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
• Integrating LIDAR data and multispectral imagery for enhanced classification of rangeland vegetation: A meta analysis

  2007cited by this paper
• Conifer Regeneration after Forest Fire in the Klamath-Siskiyous: How Much, How Soon?

  2007cited by this paper
• Remote sensing of species mixtures in conifer plantations using LiDAR height and intensity data

  2007cited by this paper
• Characterization of forest fires in Catalonia (north-east Spain)

  2007cited by this paper
• Radiometric correction in laser scanning

  2006cited by this paper
• Climate Change Effects on Mediterranean Forests and Preventive Measures

  2006cited by this paper
• Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction

  2006cited by this paper
• Post-fire regeneration thinning, cone production, serotiny and regeneration age in Pinus halepensis

  2006cited by this paper
• Tolerance to shade, drought, and waterlogging of temperate northern hemisphere trees and shrubs

  2006cited by this paper
• RESTORATION OF BURNED AREAS IN FOREST MANAGEMENT PLANS

  2006cited by this paper
• Estimating forest canopy fuel parameters using LIDAR data

  2005cited by this paper
• Post-fire regeneration variability of Pinus halepensis in the eastern Iberian Peninsula

  2004cited by this paper
• Decadal observations of tree regeneration following fire in boreal forests

  2004cited by this paper
• Direct regeneration is not the only response of mediterranean forests to large fires

  2004cited by this paper
• Early reduction of post-fire recruitment of Pinus nigra by post-dispersal seed predation in different time-since-fire habitats

  2004cited by this paper
• An economic and ecological multi-criteria evaluation of reforestation methods to recover burned Pinus nigra forests in NE Spain.

  2003cited by this paper
• Influence of fire severity on plant regeneration by means of remote sensing imagery

  2003cited by this paper
• Response diversity, ecosystem change, and resilience

  2003cited by this paper
• Resprouting patterns after fire and response to stool cleaning of two coexisting Mediterranean oaks with contrasting leaf habits on two different sites

  2003cited by this paper
• Natural disturbances in the European forests in the 19th and 20th centuries

  2003cited by this paper
• Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains

  2002cited by this paper
• Lidar Remote Sensing for Ecosystem Studies

  2002cited by this paper
• Regeneration patterns of three Mediterranean pines and forest changes after a large wildfire in northeastern Spain

  2002cited by this paper
• Periodic Control for Improved Low-Temperature Catalytic Activity

  2001cited by this paper
• Random Forests

  2001cited by this paper
• A Comparison of Multispectral and Multitemporal Information in High Spatial Resolution Imagery for Classification of Individual Tree Species in a Temperate Hardwood Forest

  2001cited by this paper
• Relationships between climatic parameters and forest vegetation: application to burned area in Alicante (Spain)

  2000cited by this paper
• Nederlandse samenvatting en bewerking van 'Multivariate data analysis, 4th Edition, 1995'

  1998cited by this paper
• Climate Warming, Wildfire Hazard, and Wildfire Occurrence in Coastal Eastern Spain

  1998cited by this paper
• Modeling rates of ecosystem recovery after fires by using landsat TM data

  1997cited by this paper
• L'inventaire typologique : un outil performant pour l'élaboration des aménagements ou plans simples de gestion

  1990cited by this paper
• Les futaies jardinées du Haut-Jura

  1985cited by this paper
• Los incendios forestales en España

  1981cited by this paper
• Red and photographic infrared linear combinations for monitoring vegetation

  1979cited by this paper
• Multivariate data analysis

  1972cited by this paper
• Hierarchical Grouping to Optimize an Objective Function

  1963cited by this paper

• Biophysical drivers of Pinus nigra subsp. salzmannii post-fire regeneration: role of fire refugia

  2025cites this paper
• Identifying Environmental Constraints on Pinus brutia Regeneration Using Remote Sensing: Toward a Screening Framework for Sustainable Forest Management

  2025influential citation
• Post-fire regeneration dynamics of heterogeneous Mediterranean ecosystems using Landsat and ALS data.

  2025cites this paper
• Developing kNN forest data imputation for Catalonia

  2024cites this paper
• LiDAR Data Fusion to Improve Forest Attribute Estimates: A Review

  2024cites this paper
• Effective Training and Inference Strategies for Point Classification in LiDAR Scenes

  2024cites this paper
• Post-fire vegetation dynamics and location as main drivers of fire recurrence in Mediterranean forests

  2024cites this paper
• Retos selvícolas para afrontar la adaptación de los bosques al cambio climático

  2023cites this paper
• Research on Airborne LiDAR and Hyperspectral Combined System for Forest Tree Species Classification

  2023cites this paper
• Evaluating the Combined Use of the NDVI and High-Density Lidar Data to Assess the Natural Regeneration of P. pinaster after a High-Severity Fire in NW Spain

  2023cites this paper
• Post Wildfire Vegetation Response to the Wildland-Urban Interface: A Case Study of the Station Fire

  2023cites this paper
• Characterizing Post-Fire Forest Structure Recovery in the Great Xing'an Mountain Using GEDI and Time Series Landsat Data

  2023cites this paper
• Full Issue, Volume 2

  2023cites this paper
• Quantifying post-fire shifts in woody-vegetation cover composition in Mediterranean pine forests using Landsat time series and regression-based unmixing

  2022cites this paper
• Assessing post-fire forest structure recovery by combining LiDAR data and Landsat time series in Mediterranean pine forests

  2022cites this paper
• Remote Sensing of Forest Burnt Area, Burn Severity, and Post-Fire Recovery: A Review

  2022cites this paper
• Mapping Natural Regeneration in Canopy Gaps from Seedlings to Saplings in Uneven-Aged Deciduous Forests using ALS Data

  2021cites this paper
• Individual Tree Parameters Estimation for Chinese Fir (Cunninghamia lanceolate (Lamb.) Hook) Plantations of South China Using UAV Oblique Photography: Possibilities and Challenges

  2021cites this paper
• Forest structural diversity characterization in Mediterranean landscapes affected by fires using Airborne Laser Scanning data

  2020cites this paper
• The Best of Both Worlds? Integrating Sentinel-2 Images and airborne LiDAR to Characterize Forest Regeneration

  2020influential citation
• Chemometrics for environmental monitoring: a review.

  2020cites this paper
• Identifying Post-Fire Recovery Trajectories and Driving Factors Using Landsat Time Series in Fire-Prone Mediterranean Pine Forests

  2020cites this paper
• A general method for the classification of forest stands using species composition and vertical and horizontal structure

  2019cites this paper
• Relative size to resprouters determines post-fire recruitment 2 of non-serotinous pines 3 4

  2018cites this paper
• Measuring short-term post-fire forest recovery across a burn severity gradient in a mixed pine-oak forest using multi-sensor remote sensing techniques

  2018cites this paper
• A quantitative assessment of mid-term risks of global change on forests in Western Mediterranean Europe

  2018cites this paper
• An object-based approach for mapping forest structural types based on low-density LiDAR and multispectral imagery

  2018cites this paper
• Relative size to resprouters determines post-fire recruitment of non-serotinous pines

  2018cites this paper
• Remote sensing for restoration planning: how the big picture informs stakeholders: Remote Sensing for Restoration Planning

  2017cites this paper
• Forest biodiversity, ecosystem functioning and the provision of ecosystem services

  2017cites this paper
• Remote sensing for restoration planning: how the big picture can inform stakeholders

  2017cites this paper
• Full Issue

  2017cites this paper
• Semi-automated stand delineation in Mediterranean Pinus sylvestris plantations through segmentation of LiDAR data: The influence of pulse density

  2017cites this paper
• D ead wood structures and tree microhabitats in Pinus nigra forests of varying management histories in Catalonia

  2016cites this paper
• Unraveling the relative importance of factors driving post-fire regeneration trajectories in non-serotinous Pinus nigra forests

  2016cites this paper
• Diversifying sub‐Mediterranean pinewoods with oak species in a context of assisted migration: responses to local climate and light environment

  2016cites this paper