Satellite remote sensing of surface air quality

RV Martin - Atmospheric environment, 2008 - Elsevier
Satellite remote sensing of air quality has evolved dramatically over the last decade. Global
observations are now available for a wide range of species including aerosols, tropospheric …

A review of operational, regional-scale, chemical weather forecasting models in Europe

J Kukkonen, T Olsson, DM Schultz… - Atmospheric …, 2012 - acp.copernicus.org
Numerical models that combine weather forecasting and atmospheric chemistry are here
referred to as chemical weather forecasting models. Eighteen operational chemical weather …

Universal differential equations for scientific machine learning

C Rackauckas, Y Ma, J Martensen, C Warner… - arXiv preprint arXiv …, 2020 - arxiv.org
In the context of science, the well-known adage" a picture is worth a thousand words" might
well be" a model is worth a thousand datasets." In this manuscript we introduce the SciML …

Ompss: a proposal for programming heterogeneous multi-core architectures

A Duran, E Ayguadé, RM Badia, J Labarta… - Parallel processing …, 2011 - World Scientific
In this paper, we present OmpSs, a programming model based on OpenMP and StarSs, that
can also incorporate the use of OpenCL or CUDA kernels. We evaluate the proposal on …

Development of the adjoint of GEOS-Chem

DK Henze, A Hakami, JH Seinfeld - Atmospheric Chemistry and …, 2007 - acp.copernicus.org
We present the adjoint of the global chemical transport model GEOS-Chem, focusing on the
chemical and thermodynamic relationships between sulfate–ammonium–nitrate aerosols …

Evaluating uncertainty in integrated environmental models: A review of concepts and tools

LS Matott, JE Babendreier… - Water Resources …, 2009 - Wiley Online Library
This paper reviews concepts for evaluating integrated environmental models and discusses
a list of relevant software‐based tools. A simplified taxonomy for sources of uncertainty and …

Data assimilation: making sense of Earth Observation

WA Lahoz, P Schneider - Frontiers in Environmental Science, 2014 - frontiersin.org
Climate change, air quality, and environmental degradation are important societal
challenges for the Twenty-first Century. These challenges require an intelligent response …

Scientific assessment of background ozone over the US: Implications for air quality management

DA Jaffe, OR Cooper, AM Fiore, BH Henderson… - Elem Sci …, 2018 - online.ucpress.edu
Ozone (O3) is a key air pollutant that is produced from precursor emissions and has adverse
impacts on human health and ecosystems. In the US, the Clean Air Act (CAA) regulates O3 …

Deep learning for prediction of the air quality response to emission changes

J Xing, S Zheng, D Ding, JT Kelly, S Wang… - … science & technology, 2020 - ACS Publications
Efficient prediction of the air quality response to emission changes is a prerequisite for an
integrated assessment system in developing effective control policies. Yet, representing the …

Inverse modeling and mapping US air quality influences of inorganic PM2.5 precursor emissions using the adjoint of GEOS-Chem

DK Henze, JH Seinfeld… - Atmospheric Chemistry and …, 2009 - acp.copernicus.org
Influences of specific sources of inorganic PM 2.5 on peak and ambient aerosol
concentrations in the US are evaluated using a combination of inverse modeling and …