مؤتمر
Mapping health status of chestnut forest stands using Sentinel-2 images
| العنوان: | Mapping health status of chestnut forest stands using Sentinel-2 images |
|---|---|
| المؤلفون: | CHERET, VERONIQUE, Hamraoui, Yousra, Goulard, Michel, Denux, Jean-Philippe, Poilvé, Hervé, Chartier, Michel |
| المساهمون: | Dynamiques Forestières dans l'Espace Rural (DYNAFOR), Institut National de la Recherche Agronomique (INRA)-École nationale supérieure agronomique de Toulouse ENSAT -Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées, Dynamiques et écologie des paysages agriforestiers (DYNAFOR), École nationale supérieure agronomique de Toulouse ENSAT -Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Université Paris Descartes - Paris 5 (UPD5), Sorbonne Universités (COMUE), Airbus Defence and Space, Centre National de la Recherche Scientifique (CNRS) |
| المصدر: | ForestSAT 2018 ; https://hal.inrae.fr/hal-02734741Test ; ForestSAT 2018, Oct 2018, College Park, Maryland, United States. 192 p |
| بيانات النشر: | HAL CCSD |
| سنة النشر: | 2018 |
| المجموعة: | Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
| مصطلحات موضوعية: | [SDV]Life Sciences [q-bio], [SHS]Humanities and Social Sciences |
| جغرافية الموضوع: | College Park, Maryland, United States |
| الوصف: | International audience ; In many parts of France, health status of chestnut forest stands is a crucial concern for forest managers. These stands are made vulnerable by numerous diseases and sometimes unadapted forestry practices. Moreover, since last years, they were submitted to several droughts. In Dordogne province, the economic stakes are important. About 2/3 of the chestnut forest area are below the optimal production level. The actual extent of chestnut forest decline remains still unknown. Sentinel-2 time series show an interesting potential to map declining stands over a wide area and to monitor their evolutions. This study aim to propose a method to discriminate healthy chestnut forest stands from the declining ones with several levels of withering intensity over the whole Dordogne province. The proposed method is the development of a statistical model integrating in a parsimonious manner several vegetation indices and biophysical parameters. The statistical approach is based on an ordered polytomous regression to which are applied various technics of models’ selection. We aim to map 3 classes of predictive health status. In this study, Sentinel-2 images (10 bands at 10 and 20 m spatial resolution) acquired during the growing season of 2016 have been processed. Due to insufficient data quality related to atmospheric conditions, only 2 cloud-free images could be analyzed (one in July and one in September). About 36 vegetation indices were calculated from THEIA-MAJA L2A products and 5 biophysical parameters (Cover fraction of brown vegetation, Cover fraction of green vegetation, Fraction of Absorbed Photosynthetically Active Radiation, Green Leaf Area Index, Leaf water content) were processed from ESA level 1C product. These last parameters have been obtained with the Overland software (developed by Airbus DS Geo-Intelligence) by inverting a canopy reflectance model. This software couples the PROSPECT leaf model and the scattering by arbitrary inclined leaves (SAIL) canopy model. Calibration and ... |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| العلاقة: | hal-02734741; https://hal.inrae.fr/hal-02734741Test; https://hal.inrae.fr/hal-02734741/documentTest; https://hal.inrae.fr/hal-02734741/file/posterA0_Purpan_VCH_1.pdfTest; PRODINRA: 455980 |
| الإتاحة: | https://hal.inrae.fr/hal-02734741Test https://hal.inrae.fr/hal-02734741/documentTest https://hal.inrae.fr/hal-02734741/file/posterA0_Purpan_VCH_1.pdfTest |
| حقوق: | info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.9FE65BB5 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |