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RPI Engine: visualization in a web environment of post-fire regeneration using Landsat time series

≈ 2 mins de leitura

Eduardo Moreno Gil
Alba Viana-Soto
Inmaculada Aguado
Susana Martínez
Julia Clemente

The main objective of this study is to develop a web visualization tool which allows recognizing post-fire vegetation regeneration at pixel level from selected burned areas. Regeneration trajectories are based on the variations that spectral indices have (NDVI, NBR and TCW). Making use of the Earth Engine Code Editor platform (EECE) has been possible through the use of JavaScript language and other algorithms already integrated in Google Earth Engine (GEE), to generate those indices from Landsat time series (1984-present). Moreover, we implemented the graphical interface with which the user can visualize and interact with results and additional information.

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ISBN:
eISBN: 978-989-26-1650-6
DOI: 10.14195/978-989-26-16-506_189
Área: Ciências da Engenharia e Tecnologias
Páginas: 1396-1400
Data: 2018

Keywords

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https://doi.org/10.14195/978-989-26-16-506_112

Front’s dynamics of quasi-infinite grassland fires
Nicolas Frangieh;Gilbert Accary;Sofiane Méradji;Dominique Morvan
https://doi.org/10.14195/978-989-26-16-506_113

Generation of a global burned area product from satellite data: the ESA Fire_cci project
Emilio Chuvieco;M. Lucrecia Pettinari;Joshua Lizundia-Loiola;Ekhi Roteta;Marc Padilla Parellada;Duarte Oom;Philip Lewis;Thomas Storm;Johannes Kaiser;Florent Mouillot;Pierre Laurent;Ioanis Bistinas
https://doi.org/10.14195/978-989-26-16-506_114

Integration of the emissions and smoke dispersion models in the European Forest Fire Information System
Stéfano Arellano-Pérez;Ana Daría Ruiz-González;Juan Gabriel Álvarez-González;Jose Antonio Vega-Hidalgo;Ramón Díaz-Varela;Cecilia Alonso-Rego
https://doi.org/10.14195/978-989-26-16-506_115

Mapping fire severity levels of burned areas in Galicia (NW Spain) by Landsat images and the dNBR index: preliminary results about the influence of topographical, meteorological and fuel factors on the highest severity level
Stéfano Arellano-Pérez;Ana Daría Ruiz-González;Juan Gabriel Álvarez-González;Jose Antonio Vega-Hidalgo;Ramón Díaz-Varela;Cecilia Alonso-Rego
https://doi.org/10.14195/978-989-26-16-506_116

Mean atmospheric flow pattern and forest fire risk on the Adriatic coast of Croatia
Izidor Pelajić;Marija Mokorić;Krunoslav Mikec;Tomislav Kozarić
https://doi.org/10.14195/978-989-26-16-506_117

Non-rigid feature extraction methods in real time forest fire detection algorithms
Azarm Nowzad;Andreas Jock;Ralf Reulke
https://doi.org/10.14195/978-989-26-16-506_118

On the use of compact thermal cameras for quantitative wildfire monitoring
Mario M. Valero;Dan Jimenez;Bret Butler;Christian Mata;Oriol Rios;Elsa Pastor;Eulàlia Planas
https://doi.org/10.14195/978-989-26-16-506_119

Predictive distribution modeling of forest fire in pine zone of Uttarakhand Himalayas of India
Amit Kumar Verma;Namitha Nhandadiyil Kaliyathan;N S Bisht;Raman Nautiyal;S D Sharma
https://doi.org/10.14195/978-989-26-16-506_120

System for personnel training in decision making of wildfires fighting
Georgy Dorrer;Alexandra Dorrer;Igor Buslov;Sergey Yarovoy
https://doi.org/10.14195/978-989-26-16-506_121

The Spark Wildfire Prediction System
J. E. Hilton;A. L. Sullivan;W. Swedosh;M. G. Cruz;M. P. Plucinski;R. J. Hurley;C. Huston;M. Prakash
https://doi.org/10.14195/978-989-26-16-506_122

Tracking of uncertainty when aggregating from fine to coarse spatial resolution
J. Brennan;P. Lewis;J. Gómez-Dans;M. Chernetskiy;E. Chuvieco;J. Lizundia;M. Campagnolo;J. Pereira;D. Oom
https://doi.org/10.14195/978-989-26-16-506_123

Wildfires: web application concept and prototype
Sandra Nieves;Olga Mordvinova
https://doi.org/10.14195/978-989-26-16-506_124

Effects of law enforcement efforts on intentional wildfires
J. Prestemon;D. Butry;M. L. Chas-Amil;J. Touza4
https://doi.org/10.14195/978-989-26-16-506_125

Human perception of fire hazard in wildland urban interface areas: a Portuguese survey analysis of spot fires
Ricardo Oliveira;Sandra Oliveira;José Zêzere;Domingos Viegas
https://doi.org/10.14195/978-989-26-16-506_126

Integrating paleoecology into landscape management
Kendrick J. Brown;Mitchell J. Power;Nicholas J.R. Hebda
https://doi.org/10.14195/978-989-26-16-506_127

Modeling the productivity of forest fire suppression operations using production functions: a methodological approach
Francisco Rodríguez y Silva;Michael Hand
https://doi.org/10.14195/978-989-26-16-506_128

Residents' experiences of the 2016 Fort McMurray Wildfire, Alberta
Tara K McGee
https://doi.org/10.14195/978-989-26-16-506_129

Risk assessment and reflections on socio-economic perception of wildfires at the fireshed level
George Mitri;Joseph Bechara;Maya Nehme
https://doi.org/10.14195/978-989-26-16-506_130

The consideration of arson for forest fires caused by traditional uses of fire prohibited in Spain: a problem under discussion
José Mª Martínez-Navarro;Carmen Vázquez-Varela
https://doi.org/10.14195/978-989-26-16-506_131

A universal rate of spread index for Australian fuel types
Jason J. Sharples;Mona F. Z. Bahri;Steve Huntley
https://doi.org/10.14195/978-989-26-16-506_132

Assessment of wildfire exposure and vulnerability factors in Alvares, Góis: integration of structural and dynamic factors at the local scale
Sandra Oliveira;Ana Gonçalves;Akli Benali;Ana Sá;José Luís Zêzere;José Miguel Pereira
https://doi.org/10.14195/978-989-26-16-506_133

Causes of forest fires in Federal Conservation Units of Brazil from 2006 to 2012
Aline das Graças Costa;Fillipe Tamiozzo Pereira Torres;Gumercindo Souza Lima;Milton Ribas da Silva Júnior;José Cola Zanuncio
https://doi.org/10.14195/978-989-26-16-506_134

Climate-induced variations in global severe fire weather conditions
W. Matt Jolly;Patrick Freeborn
https://doi.org/10.14195/978-989-26-16-506_135

Cohesive forest fire management within an imperfect information environment: a review of risk handling and Decision Support Systems actually in use
Abílio P. Pacheco;João Claro;Paulo M. Fernandes;Richard de Neufville;Tiago M. Oliveira;José G. Borges;José Coelho Rodrigues
https://doi.org/10.14195/978-989-26-16-506_136

Extreme weather conditions: the role of an heat wave on wildfires in Portugal
Joana Parente;Mário G. Pereira;Malik Amraoui;E. M. Fischer
https://doi.org/10.14195/978-989-26-16-506_137

High Resolution Seasonal Forest Fire Danger mapping using WRF forecasts for Greece: a tool for forest fires prevention planning and fire risk management support
Vassiliki Varela;Diamando Vlachogiannis;Athanasios Sfetsos;Stelios Karozis;Nikolaos Gounaris;Angelos Sphyris
https://doi.org/10.14195/978-989-26-16-506_138

Simulating the effectiveness of prescribed burning at altering wildfire behaviour in Tasmania
J. M. Furlaud;G. J. Williamson;D. M. J. S. Bowman
https://doi.org/10.14195/978-989-26-16-506_139

The role of fire size, geometry, and intensity, in “extreme” plume development
Rachel L. Badlan;Jason J. Sharples;Jason Evans;Rick H. D. McRae
https://doi.org/10.14195/978-989-26-16-506_140

A rapid technique to quantify bark fuel hazard with smartphones
Luke Wallace;Karin Reinke;Samuel Hillman;Bryan Hally;Simon Jones
https://doi.org/10.14195/978-989-26-16-506_141

Aliens & Flames: a new research initiative joining fire behaviour and invasion ecology
Joaquim S. Silva;Ernesto Deus;Mauro Nereu;David A. Davim;Carlos G. Rossa
https://doi.org/10.14195/978-989-26-16-506_142

Bench-scale measurement of pyrolysis products from intact live fuels
Thomas H. Fletcher;Mohammad-Saeed Safdari;Elham Amini;David R. Weise
https://doi.org/10.14195/978-989-26-16-506_143

Fire in wet eucalypt forests: rethinking fuel-accumulation models for Tasmania’s most unique fuel type
J. M. Furlaud;D. M. J. S. Bowman
https://doi.org/10.14195/978-989-26-16-506_144

Fire, landscape pattern and biodiversity: using fire for conservation in a south-eastern Australian ecosystem
Alan York;Julian Di Stefano;Holly Sitters;Matthew Swan
https://doi.org/10.14195/978-989-26-16-506_145

FireCaster Decision Support System: on the need for a new fuel description approach
Y. Pérez-Ramirez;L Ferrat
https://doi.org/10.14195/978-989-26-16-506_146

Mid-term effects of thinning on canopy variables related to crown fire hazard on pure, even-aged pine stands
Stéfano Arellano Pérez;Fernando Castedo-Dorado;Juan Gabriel Álvarez-González;Jose Antonio Vega;Ana Daría Ruiz-González
https://doi.org/10.14195/978-989-26-16-506_147

Multidisciplinary fire science research at the Sycan Marsh, Oregon
Russ Parsons;Katie Sauerbrey;Nicole Vaillant;Lloyd Queen;Chris Moran;Matt Cunningham;Nancy Grulke;Craig Bienz;Bret Butler
https://doi.org/10.14195/978-989-26-16-506_148

A comparison of in-situ fire energy measurements to remote sensed thermography using Unmanned Aerial Systems (UAS)
Daniel Jimenez;Bret Butler;Lloyd Queen;Valentijn Hoff;Joseph O’Brien;J. Kevin Heirs
https://doi.org/10.14195/978-989-26-16-506_149

Assessing fire severity using charcoal reflectance following a recent heathland wildfire on Carn Brea, Cornwall, UK
Stacey L. New;Victoria A. Hudspith;Claire M. Belcher
https://doi.org/10.14195/978-989-26-16-506_150

Carbon dioxide emission on recurrent burnt peat swamp forest in Raja Musa Forest Reserve, Selangor, Malaysia
Ahmad Ainuddin Nuruddin;Nur Haifaa’ Izwa Asari;Hazandy Abdul Hamid;Mohd Kamil Ismail
https://doi.org/10.14195/978-989-26-16-506_151

Characterization of long term retardants
Vicens Mans;Sheila Espasa
https://doi.org/10.14195/978-989-26-16-506_152

Data mining techniques in the assessment of usability and effectiveness of forest fire video surveillance
Ljiljana Šerić;Danijela Mikuličić;Maja Braović
https://doi.org/10.14195/978-989-26-16-506_153

Drivers of wildland fire behaviour variation across the Earth
Paulo M. Fernandes;Ângelo Sil;Davide Ascoli;Miguel G. Cruz;Martin E. Alexander;Carlos G. Rossa;Jaime Baeza;Neil Burrows;G. Matt Davies;Alessandra Fidelis;James S. Gould;Navashni Govender;Musa Kilinc;Lachlan McCaw
https://doi.org/10.14195/978-989-26-16-506_154

Effect of moisture content and ventilation on the burning rate of porous fuel beds
Sara McAllister
https://doi.org/10.14195/978-989-26-16-506_155

Evaluating ecological tipping points across levels of wildfire suppression under various climate and fuel treatment scenarios on US northern Rocky Mountain landscapes using landscape simulation
Robert E. Keane;Kathy Gray;Brett Davis;Lisa Holsinger
https://doi.org/10.14195/978-989-26-16-506_156

Field-tested laboratory-derived models to predict forest fire front spread rate
Carlos G. Rossa;Paulo M. Fernandes
https://doi.org/10.14195/978-989-26-16-506_157

Flexible design of a helipad network for forest firefighting helicopters, applied to the case of Sardinia
Hugo Torres;Abílio Pereira Pacheco;João Claro;Michele Salis;Matthew P. Thompson;Crystal S. Stonesifer;Gavino Diana;Silvio Cocco
https://doi.org/10.14195/978-989-26-16-506_158

Influence of moisture and inorganic contents on smouldering spread rates in the lateral and in-depth directions
Eirik G Christensen;Nieves Fernandez-Anez;Guillermo Rein1
https://doi.org/10.14195/978-989-26-16-506_159

New Zealand prescribed fire experiments to test convective heat transfer in wildland fires
Mark A. Finney;Grant Pearce;Tara Strand;Marwan Katurji;Craig Clements
https://doi.org/10.14195/978-989-26-16-506_160

Numerical investigations of coupled fire-atmosphere feedbacks influencing fire behavior on slopes
Rodman Linn;Alexandra Jonko;Judith Winterkamp;Isabelle Runde;Carolyn Sieg;Russ Parsons;Francois Pimont
https://doi.org/10.14195/978-989-26-16-506_161

Numerical simulation of low-intensity fire spread in pine litter
Eric V. Mueller;Zakary Campbell-Lochrie;William Mell;Rory M. Hadden
https://doi.org/10.14195/978-989-26-16-506_162

Out of context: fire background temperature and methods for its calculation
Bryan Hally;Luke Wallace;Chermelle Engel;Chathura Wickramasinghe;Karin Reinke;Simon Jones
https://doi.org/10.14195/978-989-26-16-506_163

Simulations of surface fire propagating under a canopy: flame angle and intermittency
Duncan Sutherland;Jimmy Philip;Andrew Ooi;Khalid Moinuddin
https://doi.org/10.14195/978-989-26-16-506_164

Spontaneous ignition of vertically positioned wood samples under time-dependent heat flux
Alexander I. Filkov;Trent D. Penman
https://doi.org/10.14195/978-989-26-16-506_165

Toward safer firefighting strategies and tactics
S. Lahaye;J. Sharples;C. Hély;T. Curt
https://doi.org/10.14195/978-989-26-16-506_166

Towards more resilient and productive forest landscapes: tradeoffs in a recently burned area in Portugal
Akli Benali;Susana Barreiro;Ana Sá;João Rua;Yannick Le Page;João Pinho;Paulo Fernandes;Silvia Nunes;Miguel Mota Pinto;Ricardo Trigo;Carlos da Camara;José M. C. Cardoso Pereira
https://doi.org/10.14195/978-989-26-16-506_167

Vegetation fire management in strict nature reserves
Alexandra V. Volokitina;Tatiana M. Sofronova;Mikhail A. Korets
https://doi.org/10.14195/978-989-26-16-506_168

Wind and slope effects on flame scaling in laboratory fires
Mark A. Finney;Jason A. Forthofer;Torben P. Grustrup
https://doi.org/10.14195/978-989-26-16-506_169

Aerodynamic study of the airflow around a scale triangular prismatic hill for Low Reynolds Number
Eusébio Z. E. Conceição;Mª Manuela J. R. Lúcio;Domingos X. Viegas;Maria T. Viegas
https://doi.org/10.14195/978-989-26-16-506_170

Burnt area and the wildland-urban interface: a first approach to the Galician wildfires occurred in October 2017
E. García-Martínez;M. L. Chas-Amil;J. Touza
https://doi.org/10.14195/978-989-26-16-506_171

Burnt severity and satellite data: a first approach in the ornemental vegetation in wildland urban interface
Marielle Jappiot;Adeline Bellet;Fabien Guerra;Christian Travaglini;Roland Estève
https://doi.org/10.14195/978-989-26-16-506_172

Critical conditions for the ignition of cedar needle fuel bed as a result of firebrands accumulation
D. P. Kasymov;M. V. Agafontsev;V. N. Fateev;V. V. Reyno;A. I. Filkov
https://doi.org/10.14195/978-989-26-16-506_173

Institutional engagement and public involvement at the WUI: a case study in the South of Spain: Córdoba municipality
Clara Quesada-Fernández;Daniel Quesada-Fernández
https://doi.org/10.14195/978-989-26-16-506_174

Mapping Canadian Interface Areas
Lynn Johnston;Mike Flannigan
https://doi.org/10.14195/978-989-26-16-506_175

Risk analysis of LPG tanks at the wildland-urban interface: are regulated safety distances large enough?
E. Pastor;D. Caballero;J. Martín;E. Planas
https://doi.org/10.14195/978-989-26-16-506_176

Analysis of the temporal behaviour of the number of forest fires in some countries of Europe
J. L. Legido;M. M. Mato;S. García-Garabal;T. Carballas;M. I. Paz Andrade
https://doi.org/10.14195/978-989-26-16-506_177

Building the prototype for a new National Fire Danger Rating System for Australia
Stuart Matthews;Paul Fox-Hughes;Saskia Grootemaat;Simon Heemstra;Jennifer Hollis;Belinda Kenny;Samuel Sauvage;Corey Shackleton;Lew Short;Deb Sparkes
https://doi.org/10.14195/978-989-26-16-506_178

Fire and land use in recent years in the Atlantic Forest in Brazil
Manoel Cardoso
https://doi.org/10.14195/978-989-26-16-506_179

FireCCI50: a global burned area mapping algorithm based on MOD09GQ within Fire_cci project
Joshua Lizundia-Loiola;Gonzalo Otón;Rubén Ramo;Emilio Chuvieco
https://doi.org/10.14195/978-989-26-16-506_180

Global generation of long-term burned area with AVHRR-LTDR data
Gonzalo Otón;Rubén Ramo;Joshua Lizundia-Loiola;Emilio Chuvieco
https://doi.org/10.14195/978-989-26-16-506_181

High resolution weather forecasting applied to forest fire behaviour simulation
Jean-Baptiste Filippi;Yolanda Perez-Ramirez;Frédéric Allaire;Aurelien Costes;Mélanie Rochoux;Vivien Mallet;Christine Lac
https://doi.org/10.14195/978-989-26-16-506_182

Laboratory measurement of transient carbon emissions from controlled smouldering peat fire
Yuqi Hu;Eirik Christensen;Guillermo Rein
https://doi.org/10.14195/978-989-26-16-506_183

Management of an infrared imaging system for wildfire monitoring
Christian Mata;Mario M. Valero;Elsa Pastor;Eulàlia Planas
https://doi.org/10.14195/978-989-26-16-506_184

Modeling fuels and treatment effects in 3D with STANDFIRE
Russ Parsons;Francois Pimont;Lucas Wells;Greg Cohn;W. Matt Jolly;Brett Davis;Francois de Coligny;William “Ruddy” Mell;Eric Rigolot;Jean-Luc Dupuy
https://doi.org/10.14195/978-989-26-16-506_185

Modeling the probability of impact from wildland fires: a near real-time approach
Adrián Cardil;Joaquin Ramirez;Santiago Monedero
https://doi.org/10.14195/978-989-26-16-506_186

Modelling the performance of forest and wildland fire aerial detection systems
David L. Martell;Colin McFayden;Robin Santiago;Douglas G. Woolford;B. Mike Wotton
https://doi.org/10.14195/978-989-26-16-506_187

Rate of spread in coupled models: fireline curvature and pyrogenic potential
C. M. Thomas;J. J. Sharples;J. E Hilton;J. P. Evans
https://doi.org/10.14195/978-989-26-16-506_188