Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
➤ Gửi thông báo lỗi ⚠️ Báo cáo tài liệu vi phạmNội dung chi tiết: Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
THAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IM Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 MAGE FROM 2013-2015BACHELOR THESISStudy Mode: Full-timeMajor : Environmental Science And ManagementFaculty: International Training and Development CenterBatch: 2012 -2016Thai Nguyen, December 2016https://khothuvien.cori!Thai Nguyen University of Agriculture and ForestryDegree ProgramBachelor of Envi Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 ronmental Science and ManagementStudent nameHA THI HONGStudent IDDTN 12531S004SThesis titleInvestigation on the spatial distribution of PM 2.5 by inteInvestigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
grating satellite image from 2013-2015Supervisors)Assoc. Prof. Tang-Huang Lin MSc. Nguyen Van HieuAbstract: Previous studies reported that human healtTHAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IM Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 h attention for the society. However, the observations for a spatial distribution are limited- to the location of ground based stations. Therefore. Satellite images with a wide coverage like MODIS. MISR and OMI have been applied to overcome this limitation in terms of retrieved AODs. For the applica Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 tion of total column AOD to PM concentration, the vertical distribution and aerosol type should be taken into account. Association with extinction proInvestigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
file of CALIPSO products and aerosol compositions from NGAI algorithm, the AOD retrievals and PM2.5 are correlated in Illis study. As the result, the THAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IM Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 (R"<0.2) compared to lower altitudes AODjoo. AODuo and AODtc. The result concluded that AOD140 from CALIPSO can be used as a better proxy for PM2.5 concentration (R;range from 0.58 to 0.79). Using NGAI algorithm classified aerosol compositions for AERONET and validated to CALIPSO subtypes indicated Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 that dominant aerosol type (polluted continent) in study area is much improved AOD14Ộ- PM2.5 relationship (R* range between 0.86 and 0.99).KeywordsPMInvestigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
2.5, AOD. CALIPSO. Aerosol types. NGAI, Aerosol layersNumber of pages:45Date of submission:42441iihttps://khothuvien.cori!ACKNOWLEDGEMENTFrom bottom oTHAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IM Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 duties, took time out to hear, guide, keep me on the correct path and complete report during the time of conducting the research at Center for space and Remote Sensing Research (CSRSR) of National Central University (NCƯ).I also wish to express my deep gratitude to MSc. Nguyen Van Hieu who gives me Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 an opportunity', guidance and support me to complete thesis. I would also like to express my great appreciation to Mr. Wei Hung Lien and Ms. Chang Yi-Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
Ling for their constant support, patient guidance and suggestions related to my work. I sincerely thank the additional members of Center for Space andTHAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IM Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 always encourage and back me up unceasingly.Thai Nguyen. December 2016HA THI HONGiiiTABLE OF CONTENTSLIST OF TABLES........................................................X!LIST OF ABBREVIATIONS................................................xiiPART I. INTRODUCTION................................... Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015 ................11.1.Research rationale..........................................11.2.Research's questions........................................31.3Investigation on the spatial distribution of pm 2 5 by integraring satellite image from 2013 2015
.The requirement.............................................3THAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IMTHAI NGUYEN UNIVERSITY UNIVERSITY OF AGRICULTURE AND FORESTRYHA THIHONGINVESTIGATION ON THE SPATIAL DISTRIBUTION OF PM 2.5 BY INTEGRATING SATELLITE IMGọi ngay
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