Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.

Detalhes bibliográficos
Autor(a) principal: GÜRTLER, S.
Data de Publicação: 2022
Outros Autores: SOUZA FILHO, C. R., SANCHES, I. D., MAGALHÃES, L. A., ALVES, M. N., OLIVEIRA, W. J., QUITÉRIO, G. C. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1144834
https://doi.org/10.3390/ rs14143475
Resumo: ABSTRACT: Leaks from accidents or damage to pipelines that transport liquid petroleum hydrocarbons (PHC) such as gasoline and diesel are harmful to the environment as well as to human health, and may be hard to detect by inspection mechanisms alone when they occur in small volumes or persistently. In the present study, we aim to identify spectral anomalies in two plant species (Brachiaria brizantha and Neonotonia wightii) linked to contamination effects at different developmental phases of these plants. To do so, we used spectroscopy and remote sensing approaches to detect small gasoline and diesel leaks by observing the damage caused to the vegetation that covers simulated pipelines. We performed a contamination test before and after planting using gasoline and diesel volumes that varied between 2 and 16 L/m3 soil, in two experimental designs: (i) single contamination before planting, and (ii) periodic contaminations after planting and during plant growth. We collected the reflectance spectra from 35 to approximately 100 days after planting. We then compared the absorption features positioned from the visible spectral range to the shortwave infrared and the spectral parameters in the red edge range of the contaminated plants to the healthy plants, thus confirming the visual and biochemical changes verified in the contaminated plants. Despite the complexity in the indirect identification of soil contamination by PHCs, since it involves different stages of plant development, the results were promising and can be used as a reference for methods of indirect detection from UAVs (Unmanned Aerial Vehicles), airplanes, and satellites equipped with hyperspectral sensors.
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spelling Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.ContaminationLiquid hydrocarbonsVegetation stressHyperspectralReflectance spectroscopyABSTRACT: Leaks from accidents or damage to pipelines that transport liquid petroleum hydrocarbons (PHC) such as gasoline and diesel are harmful to the environment as well as to human health, and may be hard to detect by inspection mechanisms alone when they occur in small volumes or persistently. In the present study, we aim to identify spectral anomalies in two plant species (Brachiaria brizantha and Neonotonia wightii) linked to contamination effects at different developmental phases of these plants. To do so, we used spectroscopy and remote sensing approaches to detect small gasoline and diesel leaks by observing the damage caused to the vegetation that covers simulated pipelines. We performed a contamination test before and after planting using gasoline and diesel volumes that varied between 2 and 16 L/m3 soil, in two experimental designs: (i) single contamination before planting, and (ii) periodic contaminations after planting and during plant growth. We collected the reflectance spectra from 35 to approximately 100 days after planting. We then compared the absorption features positioned from the visible spectral range to the shortwave infrared and the spectral parameters in the red edge range of the contaminated plants to the healthy plants, thus confirming the visual and biochemical changes verified in the contaminated plants. Despite the complexity in the indirect identification of soil contamination by PHCs, since it involves different stages of plant development, the results were promising and can be used as a reference for methods of indirect detection from UAVs (Unmanned Aerial Vehicles), airplanes, and satellites equipped with hyperspectral sensors.SALETE GÜRTLER, UNICAMP; CARLOS R. SOUZA FILHO, UNICAMP; IEDA D. SANCHES, INPE; LUCIOLA ALVES MAGALHAES, CNPM; MARCOS N. ALVES, UNICAMP; WILSON J. OLIVEIRA, UNICAMP; GIULIANA C. M. QUITÉRIO, UNICAMP.GÜRTLER, S.SOUZA FILHO, C. R.SANCHES, I. D.MAGALHÃES, L. A.ALVES, M. N.OLIVEIRA, W. J.QUITÉRIO, G. C. M.2022-07-20T18:19:52Z2022-07-20T18:19:52Z2022-07-202022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleRemote Sensing, v. 14, n. 3475, 25 p. 2022.2072-4292http://www.alice.cnptia.embrapa.br/alice/handle/doc/1144834https://doi.org/10.3390/ rs14143475enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2022-07-20T18:20:01Zoai:www.alice.cnptia.embrapa.br:doc/1144834Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542022-07-20T18:20:01falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542022-07-20T18:20:01Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
title Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
spellingShingle Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
GÜRTLER, S.
Contamination
Liquid hydrocarbons
Vegetation stress
Hyperspectral
Reflectance spectroscopy
title_short Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
title_full Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
title_fullStr Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
title_full_unstemmed Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
title_sort Leaf Spectra Changes of Plants Grown in Soils Pre- and Post-Contaminated with Petroleum Hydrocarbons.
author GÜRTLER, S.
author_facet GÜRTLER, S.
SOUZA FILHO, C. R.
SANCHES, I. D.
MAGALHÃES, L. A.
ALVES, M. N.
OLIVEIRA, W. J.
QUITÉRIO, G. C. M.
author_role author
author2 SOUZA FILHO, C. R.
SANCHES, I. D.
MAGALHÃES, L. A.
ALVES, M. N.
OLIVEIRA, W. J.
QUITÉRIO, G. C. M.
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv SALETE GÜRTLER, UNICAMP; CARLOS R. SOUZA FILHO, UNICAMP; IEDA D. SANCHES, INPE; LUCIOLA ALVES MAGALHAES, CNPM; MARCOS N. ALVES, UNICAMP; WILSON J. OLIVEIRA, UNICAMP; GIULIANA C. M. QUITÉRIO, UNICAMP.
dc.contributor.author.fl_str_mv GÜRTLER, S.
SOUZA FILHO, C. R.
SANCHES, I. D.
MAGALHÃES, L. A.
ALVES, M. N.
OLIVEIRA, W. J.
QUITÉRIO, G. C. M.
dc.subject.por.fl_str_mv Contamination
Liquid hydrocarbons
Vegetation stress
Hyperspectral
Reflectance spectroscopy
topic Contamination
Liquid hydrocarbons
Vegetation stress
Hyperspectral
Reflectance spectroscopy
description ABSTRACT: Leaks from accidents or damage to pipelines that transport liquid petroleum hydrocarbons (PHC) such as gasoline and diesel are harmful to the environment as well as to human health, and may be hard to detect by inspection mechanisms alone when they occur in small volumes or persistently. In the present study, we aim to identify spectral anomalies in two plant species (Brachiaria brizantha and Neonotonia wightii) linked to contamination effects at different developmental phases of these plants. To do so, we used spectroscopy and remote sensing approaches to detect small gasoline and diesel leaks by observing the damage caused to the vegetation that covers simulated pipelines. We performed a contamination test before and after planting using gasoline and diesel volumes that varied between 2 and 16 L/m3 soil, in two experimental designs: (i) single contamination before planting, and (ii) periodic contaminations after planting and during plant growth. We collected the reflectance spectra from 35 to approximately 100 days after planting. We then compared the absorption features positioned from the visible spectral range to the shortwave infrared and the spectral parameters in the red edge range of the contaminated plants to the healthy plants, thus confirming the visual and biochemical changes verified in the contaminated plants. Despite the complexity in the indirect identification of soil contamination by PHCs, since it involves different stages of plant development, the results were promising and can be used as a reference for methods of indirect detection from UAVs (Unmanned Aerial Vehicles), airplanes, and satellites equipped with hyperspectral sensors.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-20T18:19:52Z
2022-07-20T18:19:52Z
2022-07-20
2022
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Remote Sensing, v. 14, n. 3475, 25 p. 2022.
2072-4292
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1144834
https://doi.org/10.3390/ rs14143475
identifier_str_mv Remote Sensing, v. 14, n. 3475, 25 p. 2022.
2072-4292
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1144834
https://doi.org/10.3390/ rs14143475
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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