Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon
Question: Tropical forests are subject to disturbances by logging, gathering of fuel wood, and fires. Can degradation trajectories (i.e. cumulative disturbances events over a period of timer) be identified using remote sensing Landsat time series?. Location: Paragominas (Pará, Brazil), a municipality covering 19 395 km² in the north‐eastern Amazon. Methods: We used Landsat annual imagery from 2000 to 2015 and spectral mixture analysis developed by Asner (2006) to derive time series of the fraction of soil (S), active photosynthetic vegetation (PV), and non‐photosynthetic vegetation (senescent) (NPV) indicators. Results: The NPV values over a 16 year period revealed five different degradation trajectories (i.e. cumulative disturbances in space and over time): undisturbed forest, selectively logged forest (with a management plan), over logged forest (no management plan), over logged forest (charcoal production) and burned forest. The variance of NPV calculated per pixel over the same period is useful to map forest degradation over Paragominas municipality, highlighting the role of disturbance factors (logging, fuel wood gathering and fire). Conclusions: The fractional cover of NPV obtained from spectral mixing analysis can be used to differentiate degradation trajectories and to map forest degradation.
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Subjects: | K70 - Dégâts causés aux forêts et leur protection, U30 - Méthodes de recherche, forêt, forêt tropicale, cartographie des fonctions de la forêt, télédétection, déboisement, impact sur l'environnement, http://aims.fao.org/aos/agrovoc/c_3062, http://aims.fao.org/aos/agrovoc/c_24904, http://aims.fao.org/aos/agrovoc/c_1374847637217, http://aims.fao.org/aos/agrovoc/c_6498, http://aims.fao.org/aos/agrovoc/c_15590, http://aims.fao.org/aos/agrovoc/c_24420, http://aims.fao.org/aos/agrovoc/c_32372, http://aims.fao.org/aos/agrovoc/c_1070, |
Online Access: | http://agritrop.cirad.fr/592541/ http://agritrop.cirad.fr/592541/7/Hasan_et_al-2019-Applied_Vegetation_Science.pdf |
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dig-cirad-fr-5925412024-12-18T13:39:09Z http://agritrop.cirad.fr/592541/ http://agritrop.cirad.fr/592541/ Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon. Hasan Ali Fadhil, Laurent François, Messner François, Bourgoin Clément, Blanc Lilian. 2019. Applied Vegetation Science, 22 (3) : 394-408.https://doi.org/10.1111/avsc.12441 <https://doi.org/10.1111/avsc.12441> Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon Hasan, Ali Fadhil Laurent, François Messner, François Bourgoin, Clément Blanc, Lilian eng 2019 Wiley Applied Vegetation Science K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 Amazonie Brésil http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 Question: Tropical forests are subject to disturbances by logging, gathering of fuel wood, and fires. Can degradation trajectories (i.e. cumulative disturbances events over a period of timer) be identified using remote sensing Landsat time series?. Location: Paragominas (Pará, Brazil), a municipality covering 19 395 km² in the north‐eastern Amazon. Methods: We used Landsat annual imagery from 2000 to 2015 and spectral mixture analysis developed by Asner (2006) to derive time series of the fraction of soil (S), active photosynthetic vegetation (PV), and non‐photosynthetic vegetation (senescent) (NPV) indicators. Results: The NPV values over a 16 year period revealed five different degradation trajectories (i.e. cumulative disturbances in space and over time): undisturbed forest, selectively logged forest (with a management plan), over logged forest (no management plan), over logged forest (charcoal production) and burned forest. The variance of NPV calculated per pixel over the same period is useful to map forest degradation over Paragominas municipality, highlighting the role of disturbance factors (logging, fuel wood gathering and fire). Conclusions: The fractional cover of NPV obtained from spectral mixing analysis can be used to differentiate degradation trajectories and to map forest degradation. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/592541/7/Hasan_et_al-2019-Applied_Vegetation_Science.pdf text Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1111/avsc.12441 10.1111/avsc.12441 info:eu-repo/semantics/altIdentifier/doi/10.1111/avsc.12441 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1111/avsc.12441 info:eu-repo/grantAgreement/EC/H2020/691053//(EU) Observatory of the Dynamics of Interactions between Societies and Environment in the Amazon/ODYSSEA |
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K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 |
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K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 Hasan, Ali Fadhil Laurent, François Messner, François Bourgoin, Clément Blanc, Lilian Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
description |
Question: Tropical forests are subject to disturbances by logging, gathering of fuel wood, and fires. Can degradation trajectories (i.e. cumulative disturbances events over a period of timer) be identified using remote sensing Landsat time series?. Location: Paragominas (Pará, Brazil), a municipality covering 19 395 km² in the north‐eastern Amazon. Methods: We used Landsat annual imagery from 2000 to 2015 and spectral mixture analysis developed by Asner (2006) to derive time series of the fraction of soil (S), active photosynthetic vegetation (PV), and non‐photosynthetic vegetation (senescent) (NPV) indicators. Results: The NPV values over a 16 year period revealed five different degradation trajectories (i.e. cumulative disturbances in space and over time): undisturbed forest, selectively logged forest (with a management plan), over logged forest (no management plan), over logged forest (charcoal production) and burned forest. The variance of NPV calculated per pixel over the same period is useful to map forest degradation over Paragominas municipality, highlighting the role of disturbance factors (logging, fuel wood gathering and fire). Conclusions: The fractional cover of NPV obtained from spectral mixing analysis can be used to differentiate degradation trajectories and to map forest degradation. |
format |
article |
topic_facet |
K70 - Dégâts causés aux forêts et leur protection U30 - Méthodes de recherche forêt forêt tropicale cartographie des fonctions de la forêt télédétection déboisement impact sur l'environnement http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_1374847637217 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_15590 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_1070 |
author |
Hasan, Ali Fadhil Laurent, François Messner, François Bourgoin, Clément Blanc, Lilian |
author_facet |
Hasan, Ali Fadhil Laurent, François Messner, François Bourgoin, Clément Blanc, Lilian |
author_sort |
Hasan, Ali Fadhil |
title |
Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
title_short |
Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
title_full |
Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
title_fullStr |
Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
title_full_unstemmed |
Cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern Amazon |
title_sort |
cumulative disturbances to assess forest degradation using spectral unmixing in the north-eastern amazon |
publisher |
Wiley |
url |
http://agritrop.cirad.fr/592541/ http://agritrop.cirad.fr/592541/7/Hasan_et_al-2019-Applied_Vegetation_Science.pdf |
work_keys_str_mv |
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_version_ |
1819043925258665984 |