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Can We Use Satellite-Based FAPAR to Detect Drought?

Drought in Australia has widespread impacts on agriculture and ecosystems. Satellite-based Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) has great potential to monitor and assess drought impacts on vegetation greenness and health. Various FAPAR products based on satellite observat...

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Autores principales: Peng, Jian, Muller, Jan-Peter, Blessing, Simon, Giering, Ralf, Danne, Olaf, Gobron, Nadine, Kharbouche, Said, Ludwig, Ralf, Müller, Ben, Leng, Guoyong, You, Qinglong, Duan, Zheng, Dadson, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749258/
https://www.ncbi.nlm.nih.gov/pubmed/31443603
http://dx.doi.org/10.3390/s19173662
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author Peng, Jian
Muller, Jan-Peter
Blessing, Simon
Giering, Ralf
Danne, Olaf
Gobron, Nadine
Kharbouche, Said
Ludwig, Ralf
Müller, Ben
Leng, Guoyong
You, Qinglong
Duan, Zheng
Dadson, Simon
author_facet Peng, Jian
Muller, Jan-Peter
Blessing, Simon
Giering, Ralf
Danne, Olaf
Gobron, Nadine
Kharbouche, Said
Ludwig, Ralf
Müller, Ben
Leng, Guoyong
You, Qinglong
Duan, Zheng
Dadson, Simon
author_sort Peng, Jian
collection PubMed
description Drought in Australia has widespread impacts on agriculture and ecosystems. Satellite-based Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) has great potential to monitor and assess drought impacts on vegetation greenness and health. Various FAPAR products based on satellite observations have been generated and made available to the public. However, differences remain among these datasets due to different retrieval methodologies and assumptions. The Quality Assurance for Essential Climate Variables (QA4ECV) project recently developed a quality assurance framework to provide understandable and traceable quality information for Essential Climate Variables (ECVs). The QA4ECV FAPAR is one of these ECVs. The aim of this study is to investigate the capability of QA4ECV FAPAR for drought monitoring in Australia. Through spatial and temporal comparison and correlation analysis with widely used Moderate Resolution Imaging Spectroradiometer (MODIS), Satellite Pour l’Observation de la Terre (SPOT)/PROBA-V FAPAR generated by Copernicus Global Land Service (CGLS), and the Standardized Precipitation Evapotranspiration Index (SPEI) drought index, as well as the European Space Agency’s Climate Change Initiative (ESA CCI) soil moisture, the study shows that the QA4ECV FAPAR can support agricultural drought monitoring and assessment in Australia. The traceable and reliable uncertainties associated with the QA4ECV FAPAR provide valuable information for applications that use the QA4ECV FAPAR dataset in the future.
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spelling pubmed-67492582019-09-27 Can We Use Satellite-Based FAPAR to Detect Drought? Peng, Jian Muller, Jan-Peter Blessing, Simon Giering, Ralf Danne, Olaf Gobron, Nadine Kharbouche, Said Ludwig, Ralf Müller, Ben Leng, Guoyong You, Qinglong Duan, Zheng Dadson, Simon Sensors (Basel) Article Drought in Australia has widespread impacts on agriculture and ecosystems. Satellite-based Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) has great potential to monitor and assess drought impacts on vegetation greenness and health. Various FAPAR products based on satellite observations have been generated and made available to the public. However, differences remain among these datasets due to different retrieval methodologies and assumptions. The Quality Assurance for Essential Climate Variables (QA4ECV) project recently developed a quality assurance framework to provide understandable and traceable quality information for Essential Climate Variables (ECVs). The QA4ECV FAPAR is one of these ECVs. The aim of this study is to investigate the capability of QA4ECV FAPAR for drought monitoring in Australia. Through spatial and temporal comparison and correlation analysis with widely used Moderate Resolution Imaging Spectroradiometer (MODIS), Satellite Pour l’Observation de la Terre (SPOT)/PROBA-V FAPAR generated by Copernicus Global Land Service (CGLS), and the Standardized Precipitation Evapotranspiration Index (SPEI) drought index, as well as the European Space Agency’s Climate Change Initiative (ESA CCI) soil moisture, the study shows that the QA4ECV FAPAR can support agricultural drought monitoring and assessment in Australia. The traceable and reliable uncertainties associated with the QA4ECV FAPAR provide valuable information for applications that use the QA4ECV FAPAR dataset in the future. MDPI 2019-08-23 /pmc/articles/PMC6749258/ /pubmed/31443603 http://dx.doi.org/10.3390/s19173662 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Peng, Jian
Muller, Jan-Peter
Blessing, Simon
Giering, Ralf
Danne, Olaf
Gobron, Nadine
Kharbouche, Said
Ludwig, Ralf
Müller, Ben
Leng, Guoyong
You, Qinglong
Duan, Zheng
Dadson, Simon
Can We Use Satellite-Based FAPAR to Detect Drought?
title Can We Use Satellite-Based FAPAR to Detect Drought?
title_full Can We Use Satellite-Based FAPAR to Detect Drought?
title_fullStr Can We Use Satellite-Based FAPAR to Detect Drought?
title_full_unstemmed Can We Use Satellite-Based FAPAR to Detect Drought?
title_short Can We Use Satellite-Based FAPAR to Detect Drought?
title_sort can we use satellite-based fapar to detect drought?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749258/
https://www.ncbi.nlm.nih.gov/pubmed/31443603
http://dx.doi.org/10.3390/s19173662
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