Decrease of L-band SAR backscatter with biomass of dense forests

Synthetic aperture radar (SAR) is one of the most promising remote sensors to map forest carbon. The unique spaceborne and long-wavelength SAR data currently available are L-band data, but their relationship with forest biomass is still controversial, particularly for high biomass values. While many studies assume a complete loss of sensitivity above a saturation point, typically around 100 t.ha? 1, others assume a continuous positive correlation between SAR backscatter and biomass. The objective of this paper is to revisit the relationship between L-band SAR backscatter and dense tropical forest biomass for a large range of biomass values using both theoretical and experimental approaches. Both approaches revealed that after reaching a maximum value, SAR backscatter correlates negatively with forest biomass. This phenomenon is interpreted as a signal attenuation from the forest canopy as the canopy becomes denser with increasing biomass. This result has strong implications for L-band vegetation mapping because it can lead to a greater-than-expected under-estimation of biomass. The consequences for L-band biomass mapping are illustrated, and solutions are proposed.

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Main Authors: Mermoz, Stéphane, Rejou-Mechain, Maxime, Villard, Ludovic, Le Toan, Thuy, Rossi, Vivien, Gourlet-Fleury, Sylvie
Format: article biblioteca
Language:eng
Subjects:K01 - Foresterie - Considérations générales, U30 - Méthodes de recherche, F40 - Écologie végétale, télédétection, radar, forêt tropicale humide, biomasse, ressource forestière, cartographie, cycle du carbone, carbone, stockage, http://aims.fao.org/aos/agrovoc/c_6498, http://aims.fao.org/aos/agrovoc/c_24071, http://aims.fao.org/aos/agrovoc/c_7976, http://aims.fao.org/aos/agrovoc/c_926, http://aims.fao.org/aos/agrovoc/c_3050, http://aims.fao.org/aos/agrovoc/c_1344, http://aims.fao.org/aos/agrovoc/c_17299, http://aims.fao.org/aos/agrovoc/c_1301, http://aims.fao.org/aos/agrovoc/c_7427, http://aims.fao.org/aos/agrovoc/c_1432, http://aims.fao.org/aos/agrovoc/c_1229,
Online Access:http://agritrop.cirad.fr/575920/
http://agritrop.cirad.fr/575920/1/document_575920.pdf
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spelling dig-cirad-fr-5759202024-01-28T22:39:42Z http://agritrop.cirad.fr/575920/ http://agritrop.cirad.fr/575920/ Decrease of L-band SAR backscatter with biomass of dense forests. Mermoz Stéphane, Rejou-Mechain Maxime, Villard Ludovic, Le Toan Thuy, Rossi Vivien, Gourlet-Fleury Sylvie. 2015. Remote Sensing of Environment, 159 : 307-317.https://doi.org/10.1016/j.rse.2014.12.019 <https://doi.org/10.1016/j.rse.2014.12.019> Decrease of L-band SAR backscatter with biomass of dense forests Mermoz, Stéphane Rejou-Mechain, Maxime Villard, Ludovic Le Toan, Thuy Rossi, Vivien Gourlet-Fleury, Sylvie eng 2015 Remote Sensing of Environment K01 - Foresterie - Considérations générales U30 - Méthodes de recherche F40 - Écologie végétale télédétection radar forêt tropicale humide biomasse ressource forestière cartographie cycle du carbone carbone stockage http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_7976 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_3050 http://aims.fao.org/aos/agrovoc/c_1344 http://aims.fao.org/aos/agrovoc/c_17299 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_7427 Afrique centrale Cameroun http://aims.fao.org/aos/agrovoc/c_1432 http://aims.fao.org/aos/agrovoc/c_1229 Synthetic aperture radar (SAR) is one of the most promising remote sensors to map forest carbon. The unique spaceborne and long-wavelength SAR data currently available are L-band data, but their relationship with forest biomass is still controversial, particularly for high biomass values. While many studies assume a complete loss of sensitivity above a saturation point, typically around 100 t.ha? 1, others assume a continuous positive correlation between SAR backscatter and biomass. The objective of this paper is to revisit the relationship between L-band SAR backscatter and dense tropical forest biomass for a large range of biomass values using both theoretical and experimental approaches. Both approaches revealed that after reaching a maximum value, SAR backscatter correlates negatively with forest biomass. This phenomenon is interpreted as a signal attenuation from the forest canopy as the canopy becomes denser with increasing biomass. This result has strong implications for L-band vegetation mapping because it can lead to a greater-than-expected under-estimation of biomass. The consequences for L-band biomass mapping are illustrated, and solutions are proposed. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/575920/1/document_575920.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1016/j.rse.2014.12.019 10.1016/j.rse.2014.12.019 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.rse.2014.12.019 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.rse.2014.12.019
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic K01 - Foresterie - Considérations générales
U30 - Méthodes de recherche
F40 - Écologie végétale
télédétection
radar
forêt tropicale humide
biomasse
ressource forestière
cartographie
cycle du carbone
carbone
stockage
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_24071
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_926
http://aims.fao.org/aos/agrovoc/c_3050
http://aims.fao.org/aos/agrovoc/c_1344
http://aims.fao.org/aos/agrovoc/c_17299
http://aims.fao.org/aos/agrovoc/c_1301
http://aims.fao.org/aos/agrovoc/c_7427
http://aims.fao.org/aos/agrovoc/c_1432
http://aims.fao.org/aos/agrovoc/c_1229
K01 - Foresterie - Considérations générales
U30 - Méthodes de recherche
F40 - Écologie végétale
télédétection
radar
forêt tropicale humide
biomasse
ressource forestière
cartographie
cycle du carbone
carbone
stockage
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_24071
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_926
http://aims.fao.org/aos/agrovoc/c_3050
http://aims.fao.org/aos/agrovoc/c_1344
http://aims.fao.org/aos/agrovoc/c_17299
http://aims.fao.org/aos/agrovoc/c_1301
http://aims.fao.org/aos/agrovoc/c_7427
http://aims.fao.org/aos/agrovoc/c_1432
http://aims.fao.org/aos/agrovoc/c_1229
spellingShingle K01 - Foresterie - Considérations générales
U30 - Méthodes de recherche
F40 - Écologie végétale
télédétection
radar
forêt tropicale humide
biomasse
ressource forestière
cartographie
cycle du carbone
carbone
stockage
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_24071
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_926
http://aims.fao.org/aos/agrovoc/c_3050
http://aims.fao.org/aos/agrovoc/c_1344
http://aims.fao.org/aos/agrovoc/c_17299
http://aims.fao.org/aos/agrovoc/c_1301
http://aims.fao.org/aos/agrovoc/c_7427
http://aims.fao.org/aos/agrovoc/c_1432
http://aims.fao.org/aos/agrovoc/c_1229
K01 - Foresterie - Considérations générales
U30 - Méthodes de recherche
F40 - Écologie végétale
télédétection
radar
forêt tropicale humide
biomasse
ressource forestière
cartographie
cycle du carbone
carbone
stockage
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_24071
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_926
http://aims.fao.org/aos/agrovoc/c_3050
http://aims.fao.org/aos/agrovoc/c_1344
http://aims.fao.org/aos/agrovoc/c_17299
http://aims.fao.org/aos/agrovoc/c_1301
http://aims.fao.org/aos/agrovoc/c_7427
http://aims.fao.org/aos/agrovoc/c_1432
http://aims.fao.org/aos/agrovoc/c_1229
Mermoz, Stéphane
Rejou-Mechain, Maxime
Villard, Ludovic
Le Toan, Thuy
Rossi, Vivien
Gourlet-Fleury, Sylvie
Decrease of L-band SAR backscatter with biomass of dense forests
description Synthetic aperture radar (SAR) is one of the most promising remote sensors to map forest carbon. The unique spaceborne and long-wavelength SAR data currently available are L-band data, but their relationship with forest biomass is still controversial, particularly for high biomass values. While many studies assume a complete loss of sensitivity above a saturation point, typically around 100 t.ha? 1, others assume a continuous positive correlation between SAR backscatter and biomass. The objective of this paper is to revisit the relationship between L-band SAR backscatter and dense tropical forest biomass for a large range of biomass values using both theoretical and experimental approaches. Both approaches revealed that after reaching a maximum value, SAR backscatter correlates negatively with forest biomass. This phenomenon is interpreted as a signal attenuation from the forest canopy as the canopy becomes denser with increasing biomass. This result has strong implications for L-band vegetation mapping because it can lead to a greater-than-expected under-estimation of biomass. The consequences for L-band biomass mapping are illustrated, and solutions are proposed.
format article
topic_facet K01 - Foresterie - Considérations générales
U30 - Méthodes de recherche
F40 - Écologie végétale
télédétection
radar
forêt tropicale humide
biomasse
ressource forestière
cartographie
cycle du carbone
carbone
stockage
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_24071
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_926
http://aims.fao.org/aos/agrovoc/c_3050
http://aims.fao.org/aos/agrovoc/c_1344
http://aims.fao.org/aos/agrovoc/c_17299
http://aims.fao.org/aos/agrovoc/c_1301
http://aims.fao.org/aos/agrovoc/c_7427
http://aims.fao.org/aos/agrovoc/c_1432
http://aims.fao.org/aos/agrovoc/c_1229
author Mermoz, Stéphane
Rejou-Mechain, Maxime
Villard, Ludovic
Le Toan, Thuy
Rossi, Vivien
Gourlet-Fleury, Sylvie
author_facet Mermoz, Stéphane
Rejou-Mechain, Maxime
Villard, Ludovic
Le Toan, Thuy
Rossi, Vivien
Gourlet-Fleury, Sylvie
author_sort Mermoz, Stéphane
title Decrease of L-band SAR backscatter with biomass of dense forests
title_short Decrease of L-band SAR backscatter with biomass of dense forests
title_full Decrease of L-band SAR backscatter with biomass of dense forests
title_fullStr Decrease of L-band SAR backscatter with biomass of dense forests
title_full_unstemmed Decrease of L-band SAR backscatter with biomass of dense forests
title_sort decrease of l-band sar backscatter with biomass of dense forests
url http://agritrop.cirad.fr/575920/
http://agritrop.cirad.fr/575920/1/document_575920.pdf
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