Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine

Vegetation indices (VI) describe vegetation structure and functioning but they are affected by illumination conditions (IC). Moreover, the fact that the effect of the IC on VI can be stronger than other biophysical or seasonal processes is under debate. Using Google Earth Engine and the latest Landsat Surface Reflectance level 1 data, we evaluated the temporal patterns of IC and two VI, the Normalized Difference Vegetation Index (NDVI) and the Enhanced Vegetation Index (EVI) in a mountainous tropical forest during the years 1984–2017. We evaluated IC and VI at different times, their relationship with the topography and the correlations between them. We show that IC is useful for understanding the patterns of variation between VI and IC at the pixel level using Landsat sensors. Our findings confirmed a strong correlation between EVI and IC and less between NDVI and IC. We found a significant increase in IC, EVI, and NDVI throughout time due to an improvement in the position of all Landsat sensors. Our results reinforce the need to consider IC to interpret VI over long periods using Landsat data in order to increase the precision of monitoring VI in irregular topography.

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Bibliographic Details
Main Authors: Martín-Ortega, Pablo, García-Montero, Luis Gonzaga, Sibelet, Nicole
Format: article biblioteca
Language:eng
Subjects:F70 - Taxonomie végétale et phytogéographie, P01 - Conservation de la nature et ressources foncières, U30 - Méthodes de recherche, couvert, indice de végétation, télédétection, Landsat, Réflectance, imagerie par satellite, topographie, http://aims.fao.org/aos/agrovoc/c_1262, http://aims.fao.org/aos/agrovoc/c_9000171, http://aims.fao.org/aos/agrovoc/c_6498, http://aims.fao.org/aos/agrovoc/c_36766, http://aims.fao.org/aos/agrovoc/c_28538, http://aims.fao.org/aos/agrovoc/c_36761, http://aims.fao.org/aos/agrovoc/c_7815, http://aims.fao.org/aos/agrovoc/c_1920,
Online Access:http://agritrop.cirad.fr/594714/
http://agritrop.cirad.fr/594714/1/Martin-Sibelet_2020_Patterns-Illuminations-GEngine.pdf
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spelling dig-cirad-fr-5947142024-01-29T02:32:16Z http://agritrop.cirad.fr/594714/ http://agritrop.cirad.fr/594714/ Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine. Martín-Ortega Pablo, García-Montero Luis Gonzaga, Sibelet Nicole. 2020. Remote Sensing, 12 (2):211, 17 p.https://doi.org/10.3390/rs12020211 <https://doi.org/10.3390/rs12020211> Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine Martín-Ortega, Pablo García-Montero, Luis Gonzaga Sibelet, Nicole eng 2020 Remote Sensing F70 - Taxonomie végétale et phytogéographie P01 - Conservation de la nature et ressources foncières U30 - Méthodes de recherche couvert indice de végétation télédétection Landsat Réflectance imagerie par satellite topographie http://aims.fao.org/aos/agrovoc/c_1262 http://aims.fao.org/aos/agrovoc/c_9000171 http://aims.fao.org/aos/agrovoc/c_6498 http://aims.fao.org/aos/agrovoc/c_36766 http://aims.fao.org/aos/agrovoc/c_28538 http://aims.fao.org/aos/agrovoc/c_36761 http://aims.fao.org/aos/agrovoc/c_7815 Costa Rica http://aims.fao.org/aos/agrovoc/c_1920 Vegetation indices (VI) describe vegetation structure and functioning but they are affected by illumination conditions (IC). Moreover, the fact that the effect of the IC on VI can be stronger than other biophysical or seasonal processes is under debate. Using Google Earth Engine and the latest Landsat Surface Reflectance level 1 data, we evaluated the temporal patterns of IC and two VI, the Normalized Difference Vegetation Index (NDVI) and the Enhanced Vegetation Index (EVI) in a mountainous tropical forest during the years 1984–2017. We evaluated IC and VI at different times, their relationship with the topography and the correlations between them. We show that IC is useful for understanding the patterns of variation between VI and IC at the pixel level using Landsat sensors. Our findings confirmed a strong correlation between EVI and IC and less between NDVI and IC. We found a significant increase in IC, EVI, and NDVI throughout time due to an improvement in the position of all Landsat sensors. Our results reinforce the need to consider IC to interpret VI over long periods using Landsat data in order to increase the precision of monitoring VI in irregular topography. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/594714/1/Martin-Sibelet_2020_Patterns-Illuminations-GEngine.pdf text cc_by info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ https://doi.org/10.3390/rs12020211 10.3390/rs12020211 info:eu-repo/semantics/altIdentifier/doi/10.3390/rs12020211 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.3390/rs12020211
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 F70 - Taxonomie végétale et phytogéographie
P01 - Conservation de la nature et ressources foncières
U30 - Méthodes de recherche
couvert
indice de végétation
télédétection
Landsat
Réflectance
imagerie par satellite
topographie
http://aims.fao.org/aos/agrovoc/c_1262
http://aims.fao.org/aos/agrovoc/c_9000171
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_36766
http://aims.fao.org/aos/agrovoc/c_28538
http://aims.fao.org/aos/agrovoc/c_36761
http://aims.fao.org/aos/agrovoc/c_7815
http://aims.fao.org/aos/agrovoc/c_1920
F70 - Taxonomie végétale et phytogéographie
P01 - Conservation de la nature et ressources foncières
U30 - Méthodes de recherche
couvert
indice de végétation
télédétection
Landsat
Réflectance
imagerie par satellite
topographie
http://aims.fao.org/aos/agrovoc/c_1262
http://aims.fao.org/aos/agrovoc/c_9000171
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_36766
http://aims.fao.org/aos/agrovoc/c_28538
http://aims.fao.org/aos/agrovoc/c_36761
http://aims.fao.org/aos/agrovoc/c_7815
http://aims.fao.org/aos/agrovoc/c_1920
spellingShingle F70 - Taxonomie végétale et phytogéographie
P01 - Conservation de la nature et ressources foncières
U30 - Méthodes de recherche
couvert
indice de végétation
télédétection
Landsat
Réflectance
imagerie par satellite
topographie
http://aims.fao.org/aos/agrovoc/c_1262
http://aims.fao.org/aos/agrovoc/c_9000171
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_36766
http://aims.fao.org/aos/agrovoc/c_28538
http://aims.fao.org/aos/agrovoc/c_36761
http://aims.fao.org/aos/agrovoc/c_7815
http://aims.fao.org/aos/agrovoc/c_1920
F70 - Taxonomie végétale et phytogéographie
P01 - Conservation de la nature et ressources foncières
U30 - Méthodes de recherche
couvert
indice de végétation
télédétection
Landsat
Réflectance
imagerie par satellite
topographie
http://aims.fao.org/aos/agrovoc/c_1262
http://aims.fao.org/aos/agrovoc/c_9000171
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_36766
http://aims.fao.org/aos/agrovoc/c_28538
http://aims.fao.org/aos/agrovoc/c_36761
http://aims.fao.org/aos/agrovoc/c_7815
http://aims.fao.org/aos/agrovoc/c_1920
Martín-Ortega, Pablo
García-Montero, Luis Gonzaga
Sibelet, Nicole
Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
description Vegetation indices (VI) describe vegetation structure and functioning but they are affected by illumination conditions (IC). Moreover, the fact that the effect of the IC on VI can be stronger than other biophysical or seasonal processes is under debate. Using Google Earth Engine and the latest Landsat Surface Reflectance level 1 data, we evaluated the temporal patterns of IC and two VI, the Normalized Difference Vegetation Index (NDVI) and the Enhanced Vegetation Index (EVI) in a mountainous tropical forest during the years 1984–2017. We evaluated IC and VI at different times, their relationship with the topography and the correlations between them. We show that IC is useful for understanding the patterns of variation between VI and IC at the pixel level using Landsat sensors. Our findings confirmed a strong correlation between EVI and IC and less between NDVI and IC. We found a significant increase in IC, EVI, and NDVI throughout time due to an improvement in the position of all Landsat sensors. Our results reinforce the need to consider IC to interpret VI over long periods using Landsat data in order to increase the precision of monitoring VI in irregular topography.
format article
topic_facet F70 - Taxonomie végétale et phytogéographie
P01 - Conservation de la nature et ressources foncières
U30 - Méthodes de recherche
couvert
indice de végétation
télédétection
Landsat
Réflectance
imagerie par satellite
topographie
http://aims.fao.org/aos/agrovoc/c_1262
http://aims.fao.org/aos/agrovoc/c_9000171
http://aims.fao.org/aos/agrovoc/c_6498
http://aims.fao.org/aos/agrovoc/c_36766
http://aims.fao.org/aos/agrovoc/c_28538
http://aims.fao.org/aos/agrovoc/c_36761
http://aims.fao.org/aos/agrovoc/c_7815
http://aims.fao.org/aos/agrovoc/c_1920
author Martín-Ortega, Pablo
García-Montero, Luis Gonzaga
Sibelet, Nicole
author_facet Martín-Ortega, Pablo
García-Montero, Luis Gonzaga
Sibelet, Nicole
author_sort Martín-Ortega, Pablo
title Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
title_short Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
title_full Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
title_fullStr Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
title_full_unstemmed Temporal patterns in illumination conditions and its effect on vegetation indices using Landsat on google earth engine
title_sort temporal patterns in illumination conditions and its effect on vegetation indices using landsat on google earth engine
url http://agritrop.cirad.fr/594714/
http://agritrop.cirad.fr/594714/1/Martin-Sibelet_2020_Patterns-Illuminations-GEngine.pdf
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AT garciamonteroluisgonzaga temporalpatternsinilluminationconditionsanditseffectonvegetationindicesusinglandsatongoogleearthengine
AT sibeletnicole temporalpatternsinilluminationconditionsanditseffectonvegetationindicesusinglandsatongoogleearthengine
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