Estimation of PM2.5 using satellite and meteorological data

被引：0
|
作者：
Roy, Souvik [1 ]
Batra, Nipun [1 ]
Gupta, Pawan [2 ]
机构：
[1] IIT Gandhinagar, Palaj, Gujarat, India
[2] NASA, Goddard Space Flight Ctr, Washington, DC 20546 USA
来源：
PROCEEDINGS OF THE 7TH ACM IKDD CODS AND 25TH COMAD (CODS-COMAD 2020) | 2020年
关键词：
D O I：
10.1145/3371158.3371216
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
引用
收藏
页码：341 / 342
页数：2
相关论文
共 50 条
  • [1] Estimation of Ground Level PM2.5 by using MODIS Satellite data
    Basit, Abdul
    Ghauri, Badar Munir
    Qureshi, Muhammad Ateeq
    [J]. 2019 SIXTH INTERNATIONAL CONFERENCE ON AEROSPACE SCIENCE AND ENGINEERING (ICASE), 2019, : 183 - 187
  • [2] PM2.5 Estimation using Machine Learning Models and Satellite Data: A Literature Review
    Unik, Mitra
    Sitanggang, Imas Sukaesih
    Syaufina, Lailan
    Jaya, I. Nengah Surati
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (05) : 359 - 370
  • [3] Research progress, challenges, and prospects of PM2.5 concentration estimation using satellite data
    Zhu, Shoutao
    Tang, Jiayi
    Zhou, Xiaolu
    Li, Peng
    Liu, Zelin
    Zhang, Cicheng
    Zou, Ziying
    Li, Tong
    Peng, Changhui
    [J]. ENVIRONMENTAL REVIEWS, 2023, 31 (04): : 605 - 631
  • [4] Influence of AOD remotely sensed products, meteorological parameters, and AOD–PM2.5 models on the PM2.5 estimation
    Yuelei Xu
    Yan Huang
    Zhongyang Guo
    [J]. Stochastic Environmental Research and Risk Assessment, 2021, 35 : 893 - 908
  • [5] Robust prediction of hourly PM2.5 from meteorological data using LightGBM
    Zhong, Junting
    Zhang, Xiaoye
    Gui, Ke
    Wang, Yaqiang
    Che, Huizheng
    Shen, Xiaojing
    Zhang, Lei
    Zhang, Yangmei
    Sun, Junying
    Zhang, Wenjie
    [J]. NATIONAL SCIENCE REVIEW, 2021, 8 (10)
  • [6] Predicting Hourly Particulate Matter (PM2.5) Concentrations Using Meteorological Data
    AlDaweesh, Sarah A.
    [J]. 2019 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONICS & COMMUNICATIONS ENGINEERING (ICCECE), 2019, : 130 - 134
  • [7] Robust prediction of hourly PM2.5 from meteorological data using LightGBM
    Junting Zhong
    Xiaoye Zhang
    Ke Gui
    Yaqiang Wang
    Huizheng Che
    Xiaojing Shen
    Lei Zhang
    Yangmei Zhang
    Junying Sun
    Wenjie Zhang
    [J]. National Science Review, 2021, 8 (10) : 115 - 126
  • [8] An Estimation of Daily PM2.5 Concentration in Thailand Using Satellite Data at 1-Kilometer Resolution
    Buya, Suhaimee
    Usanavasin, Sasiporn
    Gokon, Hideomi
    Karnjana, Jessada
    [J]. SUSTAINABILITY, 2023, 15 (13)
  • [9] Exploratory analysis of carbonaceous PM2.5 species in urban environments: Relationship with meteorological variables and satellite data
    Amarillo, Ana
    Carreras, Hebe
    Krisna, Trismono
    Mignola, Marcos
    Tavera Busso, Ivan
    Wendisch, Manfred
    [J]. ATMOSPHERIC ENVIRONMENT, 2021, 245 (245)
  • [10] Spatiotemporal estimation of historical PM2.5 concentrations using PM10, meteorological variables, and spatial effect
    Li, Lianfa
    Wu, Anna H.
    Cheng, Iona
    Chen, Jiu-Chivan
    Wu, Jun
    [J]. ATMOSPHERIC ENVIRONMENT, 2017, 166 : 182 - 191
12345