• Home
  • Search
  • Greenhouse gas emission mapping and quantification based on 3D transport modeling and Bayesian state estimation
  • Cite Icon1
  • https://doi.org/10.1088/1361-6420/adfb29Copy DOI Icon

Greenhouse gas emission mapping and quantification based on 3D transport modeling and Bayesian state estimation

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Abstract New techniques for monitoring greenhouse gas (GHG) emissions are urgently needed in multiple spatial scales, to find ways to effectively mitigate emissions and for sustainable policy-making. This paper focuses on a novel facility-scale monitoring technique which uses sequential multi-beam open-path laser spectroscopy measurements and wind field data to infer spatio-temporal distributions of GHG emission sources. The problem of mapping and quantifying the GHG source is considered as a non-stationary, three-dimensional (3D) tomography problem in which the GHG source is reconstructed simultaneously with the temporally evolving 3D concentration of the GHG. The tomographic reconstruction problem is highly rank deficient due to the practically realizable limited-angle setup of sensors. However, the proposed approach for the reconstruction takes advantage of the non-stationarity of the inverse problem—we model the temporal evolution of the 3D concentration distribution and the contribution of the source to it by a convection–diffusion model in which the wind field data is incorporated. The reconstruction problem is formulated in the framework of Bayesian state estimation, using laser spectroscopy observations and the evolution model. Particularly, Kalman smoother estimates are computed. In this paper, the 3D tomographic reconstruction of GHG concentration and source is tested both with numerical simulation studies and with experimental field data. The results demonstrate the feasibility of the approach for mapping and quantifying various types of GHG sources and for quantifying their uncertainties in multiple wind conditions.

Similar Papers
  • PDF
  • Research Article
  • Citations26

Evaluation of Greenhouse Gas Emission from Animal Manure Using the Closed Chamber Method for Gas Fluxes

  • Dec 06, 2013
  • Notulae Botanicae Horti Agrobotanici Cluj-Napoca
  • Sebastian Călin Vac +3
  • Research Article
  • Citations21

Greenhouse gas emissions (CO2–CH4–N2O) along a large reservoir‐downstream river continuum: The role of seasonal hypoxia

  • Mar 25, 2024
  • Limnology and Oceanography
  • Zetao Wu +10
  • Research Article
  • Citations391

Greenhouse gas emission profiles of European livestock sectors

  • May 08, 2011
  • Animal Feed Science and Technology
  • J.P Lesschen +4
  • PDF
  • Research Article
  • Citations8

The Effect of Catena Position on Greenhouse Gas Emissions from Dambo Located Termite (<i>Odontotermes transvaalensis</i>) Mounds from Central Zimbabwe

  • Jan 01, 2012
  • Atmospheric and Climate Sciences
  • George Nyamadzawo +6
  • Conference Article
  • Citations10

Shifting from Fossil Fuel Vehicles to H2 based Fuel Cell Electric Vehicles: Case Study of a Smart City

  • Aug 21, 2020
  • Mohd Faijan Mansuri +2
  • Research Article
  • Citations66

Impacts of dissolved oxygen control on different greenhouse gas emission sources in wastewater treatment process

  • Jul 15, 2020
  • Journal of Cleaner Production
  • Feini Huang +3
  • PDF
  • Research Article
  • Citations98

Availability of disaggregated greenhouse gas emissions from beef cattle production: A systematic review

  • Feb 14, 2019
  • Environmental impact assessment review
  • John Lynch
  • PDF
  • Research Article
  • Citations39

The potential of agroforestry to reduce atmospheric greenhouse gases in Canada: Insight from pairwise comparisons with traditional agriculture, data gaps and future research

  • Jun 01, 2017
  • The Forestry Chronicle
  • Mark Baah-Acheamfour +3
  • Research Article
  • Citations43

Greenhouse gas emissions from integrated urban drainage systems: Where do we stand?

  • Feb 21, 2018
  • Journal of Hydrology
  • Giorgio Mannina +13
  • PDF
  • Peer Review Report

Comment on essd-2022-390

  • Dec 12, 2022
  • Alessandro Flammini +3
  • Research Article
  • Citations11

Greenhouse gas emissions from dairy manure management in a Mediterranean environment

  • Feb 22, 2017
  • Ecological Applications
  • Justine J Owen +1
  • PDF
  • Book Chapter
  • Citations39

Livestock as Sources of Greenhouse Gases and Its Significance to Climate Change

  • Mar 30, 2016
  • Veerasamy Sejian +6
  • Research Article
  • Citations30

Greenhouse gas emissions as influenced by wetland vegetation degradation along a moisture gradient on the eastern Qinghai-Tibet Plateau of North-West China

  • Sep 14, 2018
  • Nutrient Cycling in Agroecosystems
  • Weiwei Ma +5
  • Research Article
  • Citations2

Scenario-Based Evaluation of Greenhouse Gas Emissions and Ecosystem-Based Mitigation Strategies in Kazakhstan

  • Sep 18, 2025
  • Sustainability
  • Anar E Nurgozhina +6
  • Research Article
  • Citations115

Estimating the pre-harvest greenhouse gas costs of energy crop production

  • Feb 20, 2008
  • Biomass and Bioenergy
  • Sam St Clair +2
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.