A Hierarchical Model for Estimating Methane Emission from Wetlands using MODIS Data and ARIMA Modeling

被引：2
|
作者：
Agarwal, Reshu [1 ]
Gupta, Rakesh [2 ]
Garg, J. K. [1 ]
机构：
[1] GSS Indraprastha Univ, Univ Sch Environm Management, Delhi 110403, India
[2] Dept Stat, Meerut 250004, Uttar Pradesh, India
来源：
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING | 2009年 / 37卷 / 03期
关键词：
MODIS; ARIMA; Methane; Wetlands;
D O I：
10.1007/s12524-009-0040-8
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
A three-step hierarchical Semi Automated Empirical Methane Emission Model (SEMEM) has been used to estimate methane emission from wetlands and waterlogged areas in India using Moderate Resolution Imagine Spectro-radiometer (MODIS) sensor data onboard Terra satellite. Wetland Surface Temperature (WST), methane emission fluxes and wetland extent have been incorporated as parameters in order to model the methane emission. Analysis of monthly MODIS data covering the whole of India from November 2004 to April 2006 was carried out and monthly methane emissions have been estimated. Interpolation techniques were adopted to fill the data gaps due to cloudy conditions during the monsoon period. AutoRegressive Integrated Moving Average (ARIMA) model has been fitted to estimate the emitted methane for the months of May 2006 to August 2006 using SPSS software.
引用
收藏
页码：473 / 481
页数：9
相关论文
共 50 条
  • [11] Estimating global solar radiation using a hybrid parametric model from MODIS data over the Tibetan Plateau
    Zhang, Hailong
    Xin, Xiaozhou
    Li, Li
    Liu, Qinhuo
    SOLAR ENERGY, 2015, 112 : 373 - 382
  • [12] Estimating Large Area Evapotranspiration from MODIS Data
    Zhang, Xiaochun
    Wu, Jingwei
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [13] Modeling methane dynamics in three wetlands in Northeastern China by using the CLM-Microbe model
    Zuo, Yunjiang
    Wang, Yihui
    He, Liyuan
    Wang, Nannan
    Liu, Jianzhao
    Yuan, Fenghui
    Li, Kexin
    Guo, Ziyu
    Sun, Ying
    Zhu, Xinhao
    Zhang, Lihua
    Song, Changchun
    Sun, Li
    Xu, Xiaofeng
    ECOSYSTEM HEALTH AND SUSTAINABILITY, 2022, 8 (01)
  • [14] Estimating net primary production for Scandinavian forests using data from Terra/MODIS
    Olofsson, Pontus
    Eklundh, Lars
    Lagergren, Fredrik
    Jonsson, Per
    Lindroth, Anders
    ADVANCES IN SPACE RESEARCH, 2007, 39 (01) : 125 - 130
  • [15] Methane emissions from wetlands: biogeochemical, microbial, and modeling perspectives from local to global scales
    Bridgham, Scott D.
    Cadillo-Quiroz, Hinsby
    Keller, Jason K.
    Zhuang, Qianlai
    GLOBAL CHANGE BIOLOGY, 2013, 19 (05) : 1325 - 1346
  • [16] Estimating African daily evapotranspiration using MODIS and MSG data
    Sun, Zhigang
    Gebremichael, Mekonnen
    REMOTE SENSING AND HYDROLOGY, 2012, 352 : 440 - 443
  • [17] Estimating Methane Emissions from Mexican Wetlands with Multiple Earth System Models
    Murguia-Flores, Fabiola
    Jaramillo, Victor J.
    WETLANDS, 2024, 44 (08)
  • [18] Traffic Modeling and prediction using ARIMA/GARCH model
    Zhou, Bo
    He, Dan
    Sun, Zhili
    MODELING AND SIMULATION TOOLS FOR EMERGING TELECOMMUNICATION NETWORKS: NEEDS, TRENDS, CHALLENGES AND SOLUTIONS, 2006, : 101 - +
  • [19] Estimating Methane Emission Durations Using Continuous Monitoring Systems
    Daniels, William S.
    Jia, Meng
    Hammerling, Dorit M.
    ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS, 2024, 11 (11): : 1187 - 1192
  • [20] Using MODIS Land-Use/Land-Cover Data and Hydrological Modeling for Estimating Nutrient Concentrations
    Alarcon, Vladimir J.
    McAnally, William
    Ervin, Gary
    Brooks, Christopher
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2010, PT 1, PROCEEDINGS, 2010, 6016 : 501 - 514
12345