Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment
Recently, SAR data proved to be useful for the retrieval of forest biomass. However, the effects of terrain slope must be addressed towards the generalization of biomass retrieval for varied forest and environmental conditions. To this aim, we developed experimental and theoretical approaches allowing the study of multi-frequency/multi-polarization forest backscatter of a given forest type, as a function of forest parameters and SAR local incidence angle over the relief. The experimental results showed that the sensitivity of SAR data to biomass was similar to that obtained over a flat terrain, only if the backscatter data were calibrated for slope effects. Moreover, the backscatter must also be corrected for its angular decrease, which can be removed using a simple angular model developed under assumptions of theoretical equations. The highest correlation of corrected backscatter with forest parameters related to aboveground biomass (such as stand age and bole volume) was achieved at L-HV 55° (R2 = 0.8) with results similar to those for flat terrain. Modelling results validate the semiempirical model developed to remove the angular decrease of forest backscatter, which is due to variable optical depth with terrain slope. Results also indicated that the simple angular model may encounter problems for forested areas with low optical depth (têta <0.5) located over extreme topographic conditions (local incidence angle <10° or >80°).
Main Authors: | , , , , , |
---|---|
Format: | article biblioteca |
Language: | eng |
Published: |
Taylor & Francis
|
Subjects: | U30 - Méthodes de recherche, K10 - Production forestière, U10 - Informatique, mathématiques et statistiques, télédétection, radar, forêt, biomasse, terre en pente, modèle mathématique, http://aims.fao.org/aos/agrovoc/c_6498, http://aims.fao.org/aos/agrovoc/c_24071, http://aims.fao.org/aos/agrovoc/c_3062, http://aims.fao.org/aos/agrovoc/c_926, http://aims.fao.org/aos/agrovoc/c_7109, http://aims.fao.org/aos/agrovoc/c_24199, http://aims.fao.org/aos/agrovoc/c_3081, |
Online Access: | http://agritrop.cirad.fr/489977/ http://agritrop.cirad.fr/489977/1/489977.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
dig-cirad-fr-489977 |
---|---|
record_format |
koha |
spelling |
dig-cirad-fr-4899772024-12-19T13:10:49Z http://agritrop.cirad.fr/489977/ http://agritrop.cirad.fr/489977/ Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment. Castel Thierry, Beaudoin André, Stach N., Stussi N., Le Toan Thuy, Durand Patrick Y.. 2001. International Journal of Remote Sensing, 22 (12) : 2351-2376.https://doi.org/10.1080/01431160121407 <https://doi.org/10.1080/01431160121407> Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment Castel, Thierry Beaudoin, André Stach, N. Stussi, N. Le Toan, Thuy Durand, Patrick Y. eng 2001 Taylor & Francis International Journal of Remote Sensing U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 France http://aims.fao.org/aos/agrovoc/c_3081 Recently, SAR data proved to be useful for the retrieval of forest biomass. However, the effects of terrain slope must be addressed towards the generalization of biomass retrieval for varied forest and environmental conditions. To this aim, we developed experimental and theoretical approaches allowing the study of multi-frequency/multi-polarization forest backscatter of a given forest type, as a function of forest parameters and SAR local incidence angle over the relief. The experimental results showed that the sensitivity of SAR data to biomass was similar to that obtained over a flat terrain, only if the backscatter data were calibrated for slope effects. Moreover, the backscatter must also be corrected for its angular decrease, which can be removed using a simple angular model developed under assumptions of theoretical equations. The highest correlation of corrected backscatter with forest parameters related to aboveground biomass (such as stand age and bole volume) was achieved at L-HV 55° (R2 = 0.8) with results similar to those for flat terrain. Modelling results validate the semiempirical model developed to remove the angular decrease of forest backscatter, which is due to variable optical depth with terrain slope. Results also indicated that the simple angular model may encounter problems for forested areas with low optical depth (têta <0.5) located over extreme topographic conditions (local incidence angle <10° or >80°). article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/489977/1/489977.pdf text Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1080/01431160121407 10.1080/01431160121407 http://catalogue-bibliotheques.cirad.fr/cgi-bin/koha/opac-detail.pl?biblionumber=172482 info:eu-repo/semantics/altIdentifier/doi/10.1080/01431160121407 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1080/01431160121407 |
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 |
U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3081 U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3081 |
spellingShingle |
U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3081 U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3081 Castel, Thierry Beaudoin, André Stach, N. Stussi, N. Le Toan, Thuy Durand, Patrick Y. Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
description |
Recently, SAR data proved to be useful for the retrieval of forest biomass. However, the effects of terrain slope must be addressed towards the generalization of biomass retrieval for varied forest and environmental conditions. To this aim, we developed experimental and theoretical approaches allowing the study of multi-frequency/multi-polarization forest backscatter of a given forest type, as a function of forest parameters and SAR local incidence angle over the relief. The experimental results showed that the sensitivity of SAR data to biomass was similar to that obtained over a flat terrain, only if the backscatter data were calibrated for slope effects. Moreover, the backscatter must also be corrected for its angular decrease, which can be removed using a simple angular model developed under assumptions of theoretical equations. The highest correlation of corrected backscatter with forest parameters related to aboveground biomass (such as stand age and bole volume) was achieved at L-HV 55° (R2 = 0.8) with results similar to those for flat terrain. Modelling results validate the semiempirical model developed to remove the angular decrease of forest backscatter, which is due to variable optical depth with terrain slope. Results also indicated that the simple angular model may encounter problems for forested areas with low optical depth (têta <0.5) located over extreme topographic conditions (local incidence angle <10° or >80°). |
format |
article |
topic_facet |
U30 - Méthodes de recherche K10 - Production forestière U10 - Informatique, mathématiques et statistiques télédétection radar forêt biomasse terre en pente modèle mathématique http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_24071 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_926 http://aims.fao.org/aos/agrovoc/c_7109 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_3081 |
author |
Castel, Thierry Beaudoin, André Stach, N. Stussi, N. Le Toan, Thuy Durand, Patrick Y. |
author_facet |
Castel, Thierry Beaudoin, André Stach, N. Stussi, N. Le Toan, Thuy Durand, Patrick Y. |
author_sort |
Castel, Thierry |
title |
Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
title_short |
Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
title_full |
Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
title_fullStr |
Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
title_full_unstemmed |
Sensitivity of space-borne SAR data to forest parameters over sloping terrain : theory and experiment |
title_sort |
sensitivity of space-borne sar data to forest parameters over sloping terrain : theory and experiment |
publisher |
Taylor & Francis |
url |
http://agritrop.cirad.fr/489977/ http://agritrop.cirad.fr/489977/1/489977.pdf |
work_keys_str_mv |
AT castelthierry sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment AT beaudoinandre sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment AT stachn sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment AT stussin sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment AT letoanthuy sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment AT durandpatricky sensitivityofspacebornesardatatoforestparametersoverslopingterraintheoryandexperiment |
_version_ |
1819041278737776640 |